{
 "source": "Cledara SaaS Market Data",
 "page": "https://data.cledara.com/startups/netherlands",
 "updated": "2026-10-26",
 "publicationId": "834811c3d53f04dd94a537259845e004cb1f689a495e9085f28032465bf61e93",
 "contentModified": "2026-10-26T21:39:03.300Z",
 "exportVersion": 2,
 "observationThrough": "2026-10",
 "license": "https://creativecommons.org/licenses/by-nc/4.0/",
 "columns": [
  "rank",
  "product",
  "category",
  "subcategory",
  "founded_year",
  "employee_range",
  "funding_range",
  "hq",
  "canonical_city",
  "canonical_region",
  "country_code",
  "city_id",
  "rank_change_12m_activity",
  "url",
  "global_spend_share_pct",
  "global_activity_rank",
  "observation_month",
  "ranking_basis",
  "description",
  "metric",
  "month",
  "value",
  "unit"
 ],
 "rows": [
  {
   "rank": 1,
   "product": "Bird",
   "category": "Marketing & Growth",
   "subcategory": "Email & Marketing Automation",
   "founded_year": null,
   "employee_range": "501-1,000 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://bird.com/",
   "global_spend_share_pct": 0.15626715430716395,
   "global_activity_rank": 135,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Bird is a leading email delivery platform. The platform offers features to help maintain optimal inbox placement, automated delivery optimization, and dedicated deliverability experts. With pre-configured settings for top inbox placement with providers like Gmail, users can monitor reputation and resolve issues like hitting spam traps and blocklists. The platform also leverages optimization models",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.15626715430716395,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 2,
   "product": "Expandi",
   "category": "Sales & Revenue",
   "subcategory": "Prospecting & Lead Gen",
   "founded_year": 2019,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Eindhoven, Noord-Brabant",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://expandi.io/",
   "global_spend_share_pct": 0.14239484416890488,
   "global_activity_rank": 313,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Expandi is a LinkedIn automation tool crafted for sales teams and agencies. It addresses the challenge of elevating outreach and engagement on LinkedIn through the provision of hyper-personalized cold campaigns. The platform enables users to dispatch up to 300 connection requests per week, providing a means to surpass LinkedIn limitations securely.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.14239484416890488,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 3,
   "product": "Snitcher",
   "category": "Sales & Revenue",
   "subcategory": "Prospecting & Lead Gen",
   "founded_year": 2015,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Hilversum, Noord-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://snitcher.com/",
   "global_spend_share_pct": 0.04431083694338529,
   "global_activity_rank": 1030,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Snitcher is a B2B analytics platform that enriches anonymous Google Analytics traffic with detailed company information, turning visitors into actionable leads. It helps businesses identify, qualify, and prioritize high-intent leads, optimize marketing efforts, and enhance retargeting strategies.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.04431083694338529,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 4,
   "product": "WeTransfer",
   "category": "Collaboration & Productivity",
   "subcategory": "Other",
   "founded_year": 2009,
   "employee_range": "51-200 employees",
   "funding_range": "$25M - $50M",
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://wetransfer.com/",
   "global_spend_share_pct": 0.044026777501131945,
   "global_activity_rank": 186,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "WeTransfer allows users to send large files and share photos online quickly and securely. It eliminates the need for physical storage devices or file compression. It is particularly useful for creative professionals who need to share high-resolution files with clients or collaborators, with advanced features like file deletion control and transfer history.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.044026777501131945,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 5,
   "product": "AppSignal",
   "category": "Engineering & DevOps",
   "subcategory": "Observability & Monitoring",
   "founded_year": 2013,
   "employee_range": "11-50 employees",
   "funding_range": "$10M - $25M",
   "hq": "'s-Hertogenbosch",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://appsignal.com/",
   "global_spend_share_pct": 0.027506370520705984,
   "global_activity_rank": 657,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "AppSignal is a platform that provides performance monitoring and error-tracking tools for applications and websites. It offers solutions for developers to monitor the performance of their applications in real-time, track errors, and diagnose issues. The platform provides insights into application performance metrics such as response time, throughput, and error rates. It also offers features for tr",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.027506370520705984,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 6,
   "product": "Sansec",
   "category": "IT & Security",
   "subcategory": "SIEM & Threat Detection",
   "founded_year": 2015,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Utrecht, Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://sansec.io/",
   "global_spend_share_pct": 0.019224718751266072,
   "global_activity_rank": 1509,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "eComscan is a server-side malware scanner for eCommerce platforms like Magento, detecting vulnerabilities and unauthorized access in files, databases, and third-party components.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.019224718751266072,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 7,
   "product": "ProductHero",
   "category": "Operations & Supply Chain",
   "subcategory": "E-commerce",
   "founded_year": 2018,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://producthero.com/",
   "global_spend_share_pct": 0.019051499009115385,
   "global_activity_rank": 997,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "ProductHero is a platform provides intelligent tools for shopping advertisers. This platform is designed to assist and enhance the advertising efforts of online retailers, with the goal of improving the results of their advertising campaigns.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.019051499009115385,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 8,
   "product": "SparkPost",
   "category": "Marketing & Growth",
   "subcategory": "Email & Marketing Automation",
   "founded_year": 2014,
   "employee_range": "501-1,000 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://sparkpost.com/",
   "global_spend_share_pct": 0.01781260160774451,
   "global_activity_rank": 351,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "SparkPost email sending and deliverability platform helpy you plan, execute, and optimize your email programs.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.01781260160774451,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 9,
   "product": "Homerun",
   "category": "People Ops & Talent",
   "subcategory": "Recruiting & ATS",
   "founded_year": 2014,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://homerun.co/",
   "global_spend_share_pct": 0.016360515193660583,
   "global_activity_rank": 831,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Homerun is a platform that offers a hiring tool. The product includes features such as a career site and job posts that can be customized to match the brand, application forms for a user-friendly candidate experience, and applicant tracking to keep all job applications in one dashboard. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.016360515193660583,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 10,
   "product": "SignRequest",
   "category": "Legal, Risk & Compliance",
   "subcategory": "E-Signature & Contracts",
   "founded_year": 2014,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, Noord-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://signrequest.com/",
   "global_spend_share_pct": 0.012494732922332824,
   "global_activity_rank": 31,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "SignRequest is a platform designed to facilitate electronic signature workflows for businesses. The platform provides features for uploading documents, adding signature fields, sending documents for signature, and tracking the status of signature requests. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.012494732922332824,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 11,
   "product": "EasyGenerator",
   "category": "People Ops & Talent",
   "subcategory": "Learning & Development",
   "founded_year": 2013,
   "employee_range": "201-500 employees",
   "funding_range": "Under $1M",
   "hq": "Rotterdam, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://easygenerator.com/",
   "global_spend_share_pct": 0.00841182681875413,
   "global_activity_rank": 919,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Easygenerator is an e-learning tool that empowers users to create and publish online courses. It provides a user-friendly interface and features to design learning content, making it accessible for both educators and businesses.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.00841182681875413,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 12,
   "product": "Weaviate",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Platform",
   "founded_year": 2019,
   "employee_range": "51-200 employees",
   "funding_range": "$50M - $100M",
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://weaviate.io/",
   "global_spend_share_pct": 0.007565789533531678,
   "global_activity_rank": 718,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Weaviate is a cloud-native vector search engine that allows developers to build and deploy machine learning models for natural language processing (NLP) and other AI applications. It offers powerful search capabilities, enabling users to explore and analyze unstructured data efficiently.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.007565789533531678,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 13,
   "product": "Cohere",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Platform",
   "founded_year": 2015,
   "employee_range": "5,001-10,000 employees",
   "funding_range": null,
   "hq": "Eindhoven, North Brabant",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://cohere.com/",
   "global_spend_share_pct": 0.007488348254899548,
   "global_activity_rank": 473,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Cohere is an AI platform specializing in large language models (LLMs), that allows developers to utilize pre-built LLMs for performing various tasks on text input, with a focus on enterprise-level applications.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.007488348254899548,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 14,
   "product": "The Things Industries",
   "category": "Engineering & DevOps",
   "subcategory": "Cloud Infrastructure",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://thethingsindustries.com/",
   "global_spend_share_pct": 0.0057253556558517025,
   "global_activity_rank": 1341,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "The Things Industries is a SaaS product enabling companies to harness the capabilities of LoRaWAN (Long Range Wide Area Network) for constructing secure and scalable IoT solutions. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0057253556558517025,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 15,
   "product": "WeCanTrack",
   "category": "Marketing & Growth",
   "subcategory": "Paid Ads & Attribution",
   "founded_year": 2019,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Utrecht, Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://wecantrack.com/",
   "global_spend_share_pct": 0.005563219415345219,
   "global_activity_rank": 1323,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "WeCanTrack is a platform designed to integrate affiliate marketing data into various marketing tools and analytics platforms. It collects and processes data from over 350 affiliate networks and makes this information accessible in a unified dashboard. This enables users to track and analyze the performance of affiliate campaigns, optimize marketing strategies, and make data-driven decisions. The p",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.005563219415345219,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 16,
   "product": "Referral Factory",
   "category": "Marketing & Growth",
   "subcategory": "Other",
   "founded_year": 2020,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://referral-factory.com/",
   "global_spend_share_pct": 0.005254361841754821,
   "global_activity_rank": 1957,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Referral Factory provides a platform that enables businesses to create and manage referral programs. It allows users to generate referral links, automate the referral process, and track the performance of their referral campaigns. The service integrates with various CRMs and offers customizable templates to suit different business needs.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.005254361841754821,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 17,
   "product": "TalkJS",
   "category": "Customer Success & Support",
   "subcategory": "Live Chat & Messaging",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Eindhoven, Noord-Brabant",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://talkjs.com/",
   "global_spend_share_pct": 0.004896667085278826,
   "global_activity_rank": 1574,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "TalkJS is a developer-friendly chat API with a pre-built UI that is highly customizable. It offers real-time messaging, support for various notifications, and multiple SDKs to integrate chat features quickly into web and mobile applications.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.004896667085278826,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 18,
   "product": "Denovit",
   "category": "Finance & Accounting",
   "subcategory": "Accounting & Bookkeeping",
   "founded_year": 2019,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "‘s-Gravenhage, ZH",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://denovit.nl/",
   "global_spend_share_pct": 0.003783002164193226,
   "global_activity_rank": 1518,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Denovit is a cloud-hosted integration engine that automates bookkeeping workflows by synchronizing data between Exact Online and external systems via API connectors (e.g., Stripe, Mollie, HubSpot, Pipedrive). It processes JSON transactions (up to ~10k records/day), matches payments to invoices, generates reconciliation entries, and triggers notifications",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.003783002164193226,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 19,
   "product": "Exact",
   "category": "Operations & Supply Chain",
   "subcategory": "ERP",
   "founded_year": 1984,
   "employee_range": "1,001-5,000 employees",
   "funding_range": null,
   "hq": "Delft, ZH",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://exact.com/",
   "global_spend_share_pct": 0.0037764981934182477,
   "global_activity_rank": 939,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Exact is a platform that offers a suite of business software solutions designed to help companies manage various aspects of their operations. It provides tools for accounting, finance, CRM, ERP, HRM, and project management. Users can utilize the software to streamline processes, track financial transactions, manage customer relationships, oversee resource planning, handle human resources tasks, an",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0037764981934182477,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 20,
   "product": "Leadinfo",
   "category": "Sales & Revenue",
   "subcategory": "Prospecting & Lead Gen",
   "founded_year": 2017,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Capelle aan den IJssel, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://leadinfo.com/",
   "global_spend_share_pct": 0.0029138954540942332,
   "global_activity_rank": 1203,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Leadinfo is a tool that identifies companies visiting a website and provides data to engage potential leads. It automates outreach to lukewarm visitors using scalable, multi-channel campaigns across email and LinkedIn.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0029138954540942332,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 21,
   "product": "Promptwatch",
   "category": "Marketing & Growth",
   "subcategory": "SEO & Content Optimization",
   "founded_year": 2025,
   "employee_range": "2-10 employees",
   "funding_range": "$1M - $5M",
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://promptwatch.com/",
   "global_spend_share_pct": 0.0028698622910209104,
   "global_activity_rank": 1077,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Promptwatch is a platform that tracks how large language models generate answers mentioning a brand, product or competitor across AI-search systems. It enables users to monitor, analyse and optimise their visibility in AI-driven search environments. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0028698622910209104,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 22,
   "product": "Nameshift",
   "category": "Marketing & Growth",
   "subcategory": "Other",
   "founded_year": null,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Rijswijk",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://nameshift.com/",
   "global_spend_share_pct": 0.00250703881723666,
   "global_activity_rank": 2080,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Nameshift.com is an online marketplace that allows individuals and businesses to list domain names for sale, receive offers from interested buyers, and complete domain transfers through an integrated transaction process, and the platform manages funds via escrow until the domain transfer is finalized. Nameshift.com also supports domain auctions and portfolio management so that users can negotiate ",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.00250703881723666,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 23,
   "product": "Reditus",
   "category": "Marketing & Growth",
   "subcategory": "Other",
   "founded_year": 2021,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://getreditus.com/",
   "global_spend_share_pct": 0.002060551876139267,
   "global_activity_rank": 1483,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Reditus connects B2B SaaS companies with affiliates, simplifying affiliate program setup, management, and revenue growth.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.002060551876139267,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 24,
   "product": "Nebius",
   "category": "AI Platforms & Model Ops",
   "subcategory": "ML Ops & Model Training",
   "founded_year": 2024,
   "employee_range": "501-1,000 employees",
   "funding_range": "$250M+",
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://nebius.com/",
   "global_spend_share_pct": 0.0019436236350669537,
   "global_activity_rank": 1185,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "​Nebius is a platform that provides AI-focused infrastructure, offering access to NVIDIA GPUs (H100, H200, L40s) for tasks such as model training and inference. It includes managed services like Kubernetes and Slurm clusters, as well as tools for dataset processing and model management. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0019436236350669537,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 25,
   "product": "Tella",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2020,
   "employee_range": "2-10 employees",
   "funding_range": "$1M - $5M",
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://tella.tv/",
   "global_spend_share_pct": 0.0018285004550155901,
   "global_activity_rank": 703,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Tella is an online platform designed for creating and sharing video content quickly and effectively. It allows users to record videos using a variety of layouts and customization options. The platform supports screen recording and integrates features for editing videos, such as trimming, adding subtitles, and selecting backgrounds. Users can export their finished videos in different formats or sha",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0018285004550155901,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 26,
   "product": "Aviation-Edge",
   "category": "Data & Analytics",
   "subcategory": "Other",
   "founded_year": 2010,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://aviation-edge.com/",
   "global_spend_share_pct": 0.0017883017940048727,
   "global_activity_rank": 935,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Aviation-Edge provides aviation data from live tracking flights to actual airport schedules, airline routes and others.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0017883017940048727,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 27,
   "product": "Datalastic",
   "category": "Data & Analytics",
   "subcategory": "Other",
   "founded_year": 2018,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Rotterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://datalastic.com/",
   "global_spend_share_pct": 0.0010122324078122476,
   "global_activity_rank": 1897,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Datalastic is a platform that offers a REST API for accessing maritime data. This service includes live ship tracking, location traffic data, historical ship data, information on maritime companies, and port details. Users can integrate this API into their applications for tracking and managing maritime operations. The data provided includes details on ship locations, maritime traffic, and operati",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0010122324078122476,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 28,
   "product": "Tinify",
   "category": "Engineering & DevOps",
   "subcategory": "Developer Tools & IDEs",
   "founded_year": 2011,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amersfoort",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://tinypng.com/",
   "global_spend_share_pct": 0.0010083358200157566,
   "global_activity_rank": 1008,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "TinyPNG is a tool for reducing image file sizes using smart lossy compression techniques. It supports JPEG, PNG, and WebP formats, offering a web interface and developer API for image optimization. It uses quantization to reduce the number of colors in images, thus decreasing file sizes.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0010083358200157566,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 29,
   "product": "Adpiler",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2016,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Zwolle",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://adpiler.com/",
   "global_spend_share_pct": 0.0009996398960676193,
   "global_activity_rank": 1542,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Adpiler is a platform designed for digital advertising professionals and teams. It provides tools for previewing, testing, and collaborating on digital display ads. Adpiler aims to streamline the ad creation and review process, making it easier for advertisers and designers to ensure that their digital advertisements are displayed correctly across various devices and platforms.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0009996398960676193,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 30,
   "product": "HoorayHR",
   "category": "People Ops & Talent",
   "subcategory": "HR",
   "founded_year": 2020,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Utrecht, Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://hoorayhr.io/",
   "global_spend_share_pct": 0.0008479521399622704,
   "global_activity_rank": 1349,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "HoorayHR is an HR management software for SMEs that automates onboarding, leave requests, time tracking, and goal setting.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0008479521399622704,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 31,
   "product": "Tabular",
   "category": "Marketing & Growth",
   "subcategory": "Email & Marketing Automation",
   "founded_year": 2021,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://tabular.email/",
   "global_spend_share_pct": 0.0006959921869288891,
   "global_activity_rank": 1736,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Tabular is an email design tool that allows users to create responsive email templates for marketing campaigns. It provides a visual editor for desktop and mobile versions, reusable blocks for streamlined creation, and an algorithm that converts designs to HTML code for compatibility with 50+ email clients.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0006959921869288891,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 32,
   "product": "CodeSandbox",
   "category": "Engineering & DevOps",
   "subcategory": "Dev Tools",
   "founded_year": 2017,
   "employee_range": "11-50 employees",
   "funding_range": "$10M - $25M",
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://codesandbox.io/",
   "global_spend_share_pct": 0.0006040721883877705,
   "global_activity_rank": 1586,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "CodeSandbox is an online code editor and prototyping tool that makes creating and sharing web apps faster.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0006040721883877705,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 33,
   "product": "Zenvoices",
   "category": "Collaboration & Productivity",
   "subcategory": "Communication",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Ede, Gelderland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://zenvoices.com/",
   "global_spend_share_pct": 0.0006025489094607864,
   "global_activity_rank": 1627,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Zenvoices is an AI-driven invoice processing software that automates invoice recognition and booking, utilizing OCR and machine learning.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0006025489094607864,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 34,
   "product": "Intellivy",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2017,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Dordrecht, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://intellivy.net/",
   "global_spend_share_pct": 0.0005236272673036912,
   "global_activity_rank": 1407,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Intellivy is an e-commerce platform dedicated to helping users achieve their core selling goals, such as maximizing customer revenue and enhancing overall customer satisfaction.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0005236272673036912,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 35,
   "product": "Sejda",
   "category": "Collaboration & Productivity",
   "subcategory": "Document Collaboration",
   "founded_year": 2013,
   "employee_range": null,
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://sejda.com/",
   "global_spend_share_pct": 0.000460402205740791,
   "global_activity_rank": 1191,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Sejda is a PDF editing software offering over 30 tools to edit, convert, compress, merge, split, protect, and manipulate PDF files. The tools can be accessed online without any installation and are designed to help manage various PDF tasks effortlessly.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.000460402205740791,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 36,
   "product": "Polypane",
   "category": "Engineering & DevOps",
   "subcategory": "Developer Tools & IDEs",
   "founded_year": 2019,
   "employee_range": "Self-employed",
   "funding_range": null,
   "hq": "Zoetermeer",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://polypane.app/",
   "global_spend_share_pct": 0.00030733908724638043,
   "global_activity_rank": 980,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Polypane is a web development tool designed to assist web developers and designers in building and testing websites",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.00030733908724638043,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 37,
   "product": "Mailhardener",
   "category": "IT & Security",
   "subcategory": "Other",
   "founded_year": 2018,
   "employee_range": "Self-employed",
   "funding_range": null,
   "hq": "The Hague, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://mailhardener.com/",
   "global_spend_share_pct": 0.00011222933131828455,
   "global_activity_rank": 1936,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Mailhardener is an email hardening suite that monitors and secures domains, managing DMARC, SPF, and DKIM policies, while providing reporting and analysis for email traffic.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.00011222933131828455,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 38,
   "product": "Redirect.Pizza",
   "category": "Engineering & DevOps",
   "subcategory": "Hosting & Deployment",
   "founded_year": 2018,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Alphen aan den Rijn, Zuid-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://redirect.pizza/",
   "global_spend_share_pct": 0.00008566905436230656,
   "global_activity_rank": 1956,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Redirect.Pizza is a hosted redirect management service for creating and managing 301/302 redirects at scale with a simple web UI and DNS/CNAME setup. It is commonly used to manage URL migrations, redirects for SEO, and short URL workflows.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.00008566905436230656,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 39,
   "product": "LangWatch",
   "category": "AI Platforms & Model Ops",
   "subcategory": "ML Ops & Model Training",
   "founded_year": 2023,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://langwatch.ai/",
   "global_spend_share_pct": 0.000020471735986328032,
   "global_activity_rank": 2147,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "LangWatch provides an end-to-end LLM observability, evaluation, and prompt engineering platform for teams shipping AI applications to production. The tool allows developers to trace agent steps, run automated response evaluations, and monitor system performance, latency, and costs in real time.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.000020471735986328032,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 40,
   "product": "Adformatic",
   "category": "Marketing & Growth",
   "subcategory": "Paid Ads & Attribution",
   "founded_year": 2017,
   "employee_range": null,
   "funding_range": null,
   "hq": "nijmegen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://adformatic.com/",
   "global_spend_share_pct": 0.000020132769663784284,
   "global_activity_rank": 2089,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Adformatic develops custom online marketing tools, specializing in data and technology solutions for marketing challenges. The platform offers various services and tools including Google Ads scripts, Google Analytics add-ons, and dashboards for insights.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.000020132769663784284,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 41,
   "product": "123test",
   "category": "People Ops & Talent",
   "subcategory": "Recruiting & ATS",
   "founded_year": 2003,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Nijmegen, Gelderland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://123test.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 42,
   "product": "12Return",
   "category": "Operations & Supply Chain",
   "subcategory": "Other",
   "founded_year": 2014,
   "employee_range": "51-200 employees",
   "funding_range": "Under $1M",
   "hq": "Gorinchem",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://12return.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 43,
   "product": "Adevinta",
   "category": "Operations & Supply Chain",
   "subcategory": "Other",
   "founded_year": null,
   "employee_range": "5,001-10,000 employees",
   "funding_range": "$250M+",
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://adevinta.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 44,
   "product": "AdGlare",
   "category": "Marketing & Growth",
   "subcategory": "Paid Ads & Attribution",
   "founded_year": 2011,
   "employee_range": null,
   "funding_range": null,
   "hq": "Eindhoven, North Brabant",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://adglare.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "AdGlare is an ad server platform that enables publishers and advertisers to manage and deliver display, native, and video advertisements across digital channels. It provides tools for campaign scheduling, geotargeting, event tracking, and performance optimization, supporting formats such as JPG, PNG, GIF, HTML5, and MP4.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 45,
   "product": "Alumio",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Groningen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://alumio.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Alumio is an integration platform that connects and synchronizes data between different business applications. It facilitates seamless communication and data flow between various systems, optimizing business processes. Alumio is designed to enhance efficiency by automating workflows and ensuring smooth information exchange across the organization's tech stack.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 46,
   "product": "ASAP Utilities",
   "category": "Collaboration & Productivity",
   "subcategory": "Other",
   "founded_year": 2007,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Zwolle, Overijssel",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://asap-utilities.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "ASAP Utilities is an Excel add-in that enhances the software by providing over 300 additional tools. These tools help automate routine tasks, improve data analysis, and make formatting more efficient.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 47,
   "product": "Baserow",
   "category": "Data & Analytics",
   "subcategory": "Other",
   "founded_year": 2020,
   "employee_range": "11-50 employees",
   "funding_range": "$5M - $10M",
   "hq": "Zaanstad",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://baserow.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Baserow is an open-source, no-code database platform that enables users to create, manage, and scale relational databases via a web-based interface. It addresses the need for customizable data organization without requiring programming expertise. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 48,
   "product": "Blender",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2002,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://blender.org/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 49,
   "product": "Blokker",
   "category": "Unknown",
   "subcategory": "Other",
   "founded_year": 1896,
   "employee_range": "501-1,000 employees",
   "funding_range": null,
   "hq": "Amsterdam-Duivendrecht, Noord-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://blokker.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 50,
   "product": "Bollify",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
   "founded_year": 2022,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://bollify.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Bollify provides analytics software and consultancy services aiming to help brands optimize their product listings and growth on Bol.com.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 51,
   "product": "Booking.com",
   "category": "Operations & Supply Chain",
   "subcategory": "Other",
   "founded_year": null,
   "employee_range": "10,001+ employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://booking.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 52,
   "product": "Booqable",
   "category": "Operations & Supply Chain",
   "subcategory": "Inventory Management",
   "founded_year": 2014,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Leeuwarden, Friesland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://booqable.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Booqable is a cloud-based rental management software that automates inventory tracking, order management, and online bookings for rental businesses.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 53,
   "product": "Brainvine",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2023,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://brainvine.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Brainvine is an AI-powered platform that helps users to create unique content in their own voice, adding neuromarketing techniques for a distinctive edge in their texts.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 54,
   "product": "Channable",
   "category": "Marketing & Growth",
   "subcategory": "Paid Ads & Attribution",
   "founded_year": 2014,
   "employee_range": "201-500 employees",
   "funding_range": "$50M - $100M",
   "hq": "Utrecht, Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://channable.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Channable is a product designed to support eCommerce growth by addressing challenges related to online selling and advertising. It provides a variety of features to help businesses streamline their eCommerce operations and enhance revenue.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 55,
   "product": "citizenM",
   "category": "Unknown",
   "subcategory": "Other",
   "founded_year": null,
   "employee_range": "1,001-5,000 employees",
   "funding_range": "$250M+",
   "hq": "Voorschoten",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://citizenm.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 56,
   "product": "Cloudprinter",
   "category": "Operations & Supply Chain",
   "subcategory": "Shipping & Logistics",
   "founded_year": 2015,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Barendrecht, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://cloudprinter.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Cloudprinter.com acts as a global cloud print API and platform that connects e-commerce businesses, publishers, and platforms to a worldwide network of commercial print providers. The platform routes print orders automatically to local print facilities near end consumers to optimize shipping costs and reduce transit times.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 57,
   "product": "Complianz",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Privacy & Data Compliance",
   "founded_year": 2018,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Groningen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://complianz.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "A WordPress plugin that manages user consent and privacy compliance, tracking consent statistics, and integrating with various services while ensuring local data storage.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 58,
   "product": "Consent Studio",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Privacy & Data Compliance",
   "founded_year": 2024,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Tilburg, North Brabant",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://consent.studio/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Consent Studio is a consent management platform (CMP) designed to handle cookie banners, compliance monitoring, and tag management. The software allows organizations to capture visitor consent, audit website tracking tags, and stay aligned with data privacy regulations like GDPR and CCPA.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 59,
   "product": "ContentCore",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2024,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://contentcore.xyz/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "ContentCore is a platform that lets users create visual content (images and videos) in-browser and then export the rendered outputs as downloadable files. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 60,
   "product": "ConvertCalculator",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2018,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Rotterdam, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://convertcalculator.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "ConvertCalculator is a no-code platform that enables users to create interactive calculators and forms for lead generation, pricing, and quotes, integrating with CRMs and payment systems.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 61,
   "product": "CookieFirst",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Legal",
   "founded_year": 2019,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://cookiefirst.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "CookieFirst is a consent management platform that provides tools for GDPR and CCPA compliance, including cookie consent banners, automated cookie management, and privacy settings adjustment features.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 62,
   "product": "Coolblue",
   "category": "Unknown",
   "subcategory": "Other",
   "founded_year": 1999,
   "employee_range": "5,001-10,000 employees",
   "funding_range": null,
   "hq": "Rotterdam, Zuid-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://coolblue.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 63,
   "product": "Copernica",
   "category": "Marketing & Growth",
   "subcategory": "Email & Marketing Automation",
   "founded_year": 2000,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, Noord-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://copernica.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Copernica provides a marketing automation platform for creating and managing multi-channel campaigns across email, SMS, and web. It includes tools for advanced data segmentation, personalized customer journeys, and high-volume email delivery through specialized products like MailerQ and SMTPeter.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 64,
   "product": "Dadroit",
   "category": "Engineering & DevOps",
   "subcategory": "Developer Tools & IDEs",
   "founded_year": 2020,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam, Noord-holand",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://dadroit.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 65,
   "product": "Daily Time Tracking",
   "category": "Collaboration & Productivity",
   "subcategory": "Productivity",
   "founded_year": 2013,
   "employee_range": "Self-employed",
   "funding_range": null,
   "hq": "Amsterdam, Noord Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://dailytimetracking.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Daily is a time-tracking application for macOS that records work hours by periodically asking the user what they are doing.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 66,
   "product": "Dan.com",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2013,
   "employee_range": "51-200 employees",
   "funding_range": "Under $1M",
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://dan.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 67,
   "product": "Dealroom.co",
   "category": "Sales & Revenue",
   "subcategory": "Sales",
   "founded_year": 2013,
   "employee_range": "51-200 employees",
   "funding_range": "$5M - $10M",
   "hq": "Amsterdam, Noord-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://dealroom.co/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Dealroom.co is a global data platform providing intelligence on startups, high-growth companies, ecosystems, and investment strategies. Their main product includes a comprehensive startup database combined with powerful algorithms to discover new companies and source deals.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 68,
   "product": "debesis",
   "category": "Operations & Supply Chain",
   "subcategory": "Workflow Automation",
   "founded_year": 2019,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Den Haag",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://debesis.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 69,
   "product": "DMARC Advisor",
   "category": "IT & Security",
   "subcategory": "Other",
   "founded_year": 2013,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Dordrecht, ZH",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://dmarcadvisor.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "DMARC Advisor is a platform that specializes in DMARC (Domain-based Message Authentication, Reporting, and Conformance) email security. It provides tools to help organizations implement and manage DMARC policies effectively. DMARC Advisor aims to enhance email security, protect against phishing attacks, and ensure legitimate email deliverability by providing actionable insights and reporting on DM",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 70,
   "product": "DMARC Analyzer",
   "category": "IT & Security",
   "subcategory": "Other",
   "founded_year": 2012,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Hilversum",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://dmarcanalyzer.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 71,
   "product": "Drukwerk Deal",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2005,
   "employee_range": "201-500 employees",
   "funding_range": null,
   "hq": "Deventer",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://drukwerkdeal.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 72,
   "product": "Epson",
   "category": "IT & Security",
   "subcategory": "Other",
   "founded_year": null,
   "employee_range": "1,001-5,000 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://epson.eu/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 73,
   "product": "Equalture",
   "category": "People Ops & Talent",
   "subcategory": "Recruiting & ATS",
   "founded_year": 2018,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Rotterdam, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://equalture.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Equalture is an online recruiting tool.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 74,
   "product": "FlashProxy",
   "category": "IT & Security",
   "subcategory": "Network & VPN",
   "founded_year": 2024,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "The Hague, Zuid-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://flashproxy.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 75,
   "product": "Foleon",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2013,
   "employee_range": "51-200 employees",
   "funding_range": "$10M - $25M",
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://foleon.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Foleon is a platform that enables users to create, design, and publish interactive digital content.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 76,
   "product": "Framer Studio",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2014,
   "employee_range": "51-200 employees",
   "funding_range": "$100M - $250M",
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://framer.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Framer is a platform that helps users design and publish websites quickly and easily. The product offers a freeform canvas for designing sites, with the ability to add animations, interactions, and a CMS (Content Management System). Framer provides tools to design sites of any size, whether for freelancers, agencies, startups, marketing purposes, scaleups, or personal use.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 77,
   "product": "Friends of Search",
   "category": "Marketing & Growth",
   "subcategory": "SEO & Content Optimization",
   "founded_year": 2014,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam, North-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://friendsofsearch.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 78,
   "product": "G2A",
   "category": "Sales & Revenue",
   "subcategory": "Other",
   "founded_year": 2010,
   "employee_range": "201-500 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://g2a.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 79,
   "product": "GitNation",
   "category": "Engineering & DevOps",
   "subcategory": "Other",
   "founded_year": 2015,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://gitnation.org/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 80,
   "product": "Green Mini host",
   "category": "Engineering & DevOps",
   "subcategory": "Hosting & Deployment",
   "founded_year": 2009,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://greenmini.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 81,
   "product": "Greenwheels",
   "category": "Operations & Supply Chain",
   "subcategory": "Other",
   "founded_year": 1995,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Rotterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://greenwheels.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 82,
   "product": "Growth Tribe",
   "category": "People Ops & Talent",
   "subcategory": "Learning & Development",
   "founded_year": 2015,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Leusden, Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://growthtribe.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 83,
   "product": "Hedge",
   "category": "Operations & Supply Chain",
   "subcategory": "Workflow Automation",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, NH",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://hedge.video/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 84,
   "product": "HOSTKEY",
   "category": "Engineering & DevOps",
   "subcategory": "Cloud Infrastructure",
   "founded_year": 2007,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://hostkey.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "HOSTKEY provides dedicated and cloud server solutions, including GPU and colocation options.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 85,
   "product": "Ikea",
   "category": "Unknown",
   "subcategory": "Other",
   "founded_year": null,
   "employee_range": "10,001+ employees",
   "funding_range": null,
   "hq": "Delft, Zuid-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://ikea.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 86,
   "product": "Innov8rs",
   "category": "People Ops & Talent",
   "subcategory": "Learning & Development",
   "founded_year": 2011,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Maastricht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://innov8rs.co/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 87,
   "product": "Instruqt",
   "category": "Customer Success & Support",
   "subcategory": "Product Adoption & Onboarding",
   "founded_year": 2018,
   "employee_range": "11-50 employees",
   "funding_range": "$10M - $25M",
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://instruqt.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Instruqt is a platform that lets teams create and run interactive, browser-based sandbox environments for product demos, technical training, and hands-on onboarding experiences. The platform provisions virtual labs, tracks learner activity, and supports guided workflows that help users engage with software products directly in real use scenarios.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 88,
   "product": "Jaarbeurs",
   "category": "Operations & Supply Chain",
   "subcategory": "Other",
   "founded_year": null,
   "employee_range": "501-1,000 employees",
   "funding_range": null,
   "hq": "Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://jaarbeurs.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 89,
   "product": "JetBrains",
   "category": "Engineering & DevOps",
   "subcategory": "Developer Tools & IDEs",
   "founded_year": 2000,
   "employee_range": "1,001-5,000 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://jetbrains.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "JetBrains provides a suite of developer tools, including Integrated Development Environments (IDEs) like IntelliJ IDEA for Java and PyCharm for Python, as well as team collaboration and continuous integration solutions.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 90,
   "product": "Just Eat",
   "category": "Operations & Supply Chain",
   "subcategory": "Shipping & Logistics",
   "founded_year": null,
   "employee_range": "10,001+ employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://justeattakeaway.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 91,
   "product": "Kamer van Koophandel",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Legal Research & Practice",
   "founded_year": 1803,
   "employee_range": "1,001-5,000 employees",
   "funding_range": null,
   "hq": "Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://kvk.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 92,
   "product": "KLM",
   "category": "Finance & Accounting",
   "subcategory": "Accounting & Bookkeeping",
   "founded_year": null,
   "employee_range": "10,001+ employees",
   "funding_range": null,
   "hq": "Amstelveen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://klm.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 93,
   "product": "KommaGo",
   "category": "IT & Security",
   "subcategory": "Other",
   "founded_year": 2000,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://kommago.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 94,
   "product": "Leaseweb",
   "category": "Engineering & DevOps",
   "subcategory": "Cloud Infrastructure",
   "founded_year": 1997,
   "employee_range": "501-1,000 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://leaseweb.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 95,
   "product": "LemonB",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Agents & Automation",
   "founded_year": 2022,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Eindhoven",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://lemonb.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "LemonB provides domain-specific AI platforms such as TenderB, which automates tendering processes, and ReportB, which generates business reports. Its products focus on integration, data compliance in Europe, and autonomous operation.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 96,
   "product": "Ligo",
   "category": "Legal, Risk & Compliance",
   "subcategory": "CLM (Contract Lifecycle)",
   "founded_year": 2015,
   "employee_range": "11-50 employees",
   "funding_range": "Under $1M",
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://ligo.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Ligo is a legal services company that enables these businesses to create, sign, manage, and negotiate their legal documents. Ligo provides a cloud-based contract lifecycle management solution. This platform enables these businesses to create, sign, manage, and negotiate their legal documents. By centralizing these processes, Ligo aims to help improve work productivity, facilitate business collabor",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 97,
   "product": "Link-Busters",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Other",
   "founded_year": 2010,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://link-busters.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 98,
   "product": "Linkody",
   "category": "Marketing & Growth",
   "subcategory": "SEO & Content Optimization",
   "founded_year": 2012,
   "employee_range": "Self-employed",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://linkody.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Linkody is a backlink tracker and monitoring tool designed for marketing agencies, SEO experts, and webmasters. It enables users to manage link building campaigns, monitor backlinks, analyze link profiles, and compare competitor link strategies. The tool also includes features for identifying and disavowing bad links, generating reports, and receiving email notifications.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 99,
   "product": "Linksome",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2012,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Bergen op Zoom, North Brabant",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://linksome.me/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Linksome is a Link Management Platform where users can collect all important links in a fully customizable feed.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 100,
   "product": "Manula",
   "category": "Collaboration & Productivity",
   "subcategory": "Knowledge Management",
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://manula.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 101,
   "product": "Mapcreator",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2008,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Eindhoven, Noorth-Brabant",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://mapcreator.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Mapcreator is a platform that facilitates the creation of custom maps for various media including web, print, and broadcast. It allows users to design detailed maps with annotations and custom branding options. The tool supports creating interactive, static, and animated maps, and integrates with other applications via an API. Users can tailor maps to specific storytelling or informational needs w",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 102,
   "product": "MarktMentor",
   "category": "Marketing & Growth",
   "subcategory": "SEO & Content Optimization",
   "founded_year": 2021,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Weert, Limburg",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://marktmentor.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "MarktMentor integrates with bol.com seller accounts to provide analytics on sales, profitability, and product visibility. It offers tools for keyword optimization, competitor analysis, and automates tasks like invoice uploads and customer emails.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 103,
   "product": "MessageBird",
   "category": "Marketing & Growth",
   "subcategory": "Email & Marketing Automation",
   "founded_year": 2011,
   "employee_range": "501-1,000 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://messagebird.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "MessageBird is a leading email delivery platform. The platform offers features to help maintain optimal inbox placement, automated delivery optimization, and dedicated deliverability experts. With pre-configured settings for top inbox placement with providers like Gmail, users can monitor reputation and resolve issues like hitting spam traps and blocklists. The platform also leverages optimization",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 104,
   "product": "Mibo",
   "category": "Collaboration & Productivity",
   "subcategory": "Other",
   "founded_year": 2020,
   "employee_range": "2-10 employees",
   "funding_range": "$1M - $5M",
   "hq": "Amsterdam, North-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://getmibo.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Mibo is a virtual social gathering platform designed to elevate online meetings and events. It provides a unique experience, allowing users to move beyond traditional video conferencing grids and create immersive virtual group gatherings. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 105,
   "product": "Mister Mail",
   "category": "Marketing & Growth",
   "subcategory": "Email & Marketing Automation",
   "founded_year": 1998,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Maastricht, zuid limburg",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://mistermail.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Mister Mail provides custom email marketing solutions, processing client databases for targeted campaigns, ensuring compliance with GDPR and ISO 27001 standards.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 106,
   "product": "Moneybird",
   "category": "Finance & Accounting",
   "subcategory": "Accounting & Bookkeeping",
   "founded_year": 2008,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Enschede, Overijssel",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://moneybird.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "MoneyBird is a comprehensive online accounting tool designed for entrepreneurs. It assists with tasks such as creating and sending invoices, storing purchase invoices, scanning receipts, and managing quotes. The tool integrates financial information with bank statements to generate accounting reports.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 107,
   "product": "MuteDeck",
   "category": "Collaboration & Productivity",
   "subcategory": "Other",
   "founded_year": 2022,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Papendrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://mutedeck.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 108,
   "product": "Nalog.nl",
   "category": "Finance & Accounting",
   "subcategory": "Accounting & Bookkeeping",
   "founded_year": 2010,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Utrecht, Nieuwegein",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://nalog.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 109,
   "product": "NordPass",
   "category": "IT & Security",
   "subcategory": "Password & Secrets Management",
   "founded_year": 2019,
   "employee_range": "201-500 employees",
   "funding_range": null,
   "hq": "Netherlands",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://nordpass.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "NordPass is a password manager designed for both personal and business use. It securely stores passwords, personal data, and sensitive information, allows generation of strong, unique passwords, and provides multi-device synchronization. The software emphasizes security with xChaCha20 encryption and autofill capabilities.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 110,
   "product": "NS",
   "category": "Unknown",
   "subcategory": "Other",
   "founded_year": 1837,
   "employee_range": "10,001+ employees",
   "funding_range": null,
   "hq": "Utrecht, Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://ns.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 111,
   "product": "Ocular Sounds",
   "category": "Unknown",
   "subcategory": "Other",
   "founded_year": 2023,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Rotterdam, Zuid-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://ocularsounds.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 112,
   "product": "OpenPanel",
   "category": "Data & Analytics",
   "subcategory": "Product Analytics",
   "founded_year": 2023,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://openpanel.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "OpenPanel is a digital analytics platform that captures and analyzes user behaviour data and product usage events to provide insights into website and application performance.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 113,
   "product": "Openprovider",
   "category": "Engineering & DevOps",
   "subcategory": "Hosting & Deployment",
   "founded_year": 2004,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Rotterdam, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://openprovider.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 114,
   "product": "Orq.ai",
   "category": "AI Platforms & Model Ops",
   "subcategory": "ML Ops & Model Training",
   "founded_year": 2022,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://orq.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Orq.ai is a centralized environment for software operations teams to manage large language model workflows. It helps teams design, deploy, monitor, and optimize AI applications and workflows. It provides tooling for prompt management, experimentation, observability, and governance for production AI systems.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 115,
   "product": "Pascal",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Other",
   "founded_year": 2018,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://pascal.vartion.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Pascal, powered by Vartion, analyses and assesses customer and entity information against sanctions lists, PEP lists, corporate data, and other risk signals to support KYC (Know Your Customer), AML (anti-money-laundering), and compliance workflows. The platform provides screening, monitoring, and decision support to help compliance and risk teams manage regulatory requirements.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 116,
   "product": "Placker",
   "category": "Collaboration & Productivity",
   "subcategory": "Project Management",
   "founded_year": 2014,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Utrecht, Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://placker.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Placker is a platform that offers project management and collaboration tools. It is designed to seamlessly integrate with popular project management platforms such as Trello, enhancing their capabilities. One of its key features is the incorporation of Gantt chart functionality into these tools, providing users with a visual representation of project timelines and dependencies.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 117,
   "product": "Plauti",
   "category": "Data & Analytics",
   "subcategory": "Data Catalogs & Governance",
   "founded_year": 2011,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Arnhem, Gelderland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://plauti.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Plauti is a data management platform that specializes in enhancing Salesforce environments. Their suite of products is designed to improve the quality of customer data within Salesforce, enabling businesses to gain a comprehensive view of their customers. This includes tools for managing and preventing duplicate records, validating and enriching essential data fields like email, phone numbers, and",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 118,
   "product": "pr.co",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2013,
   "employee_range": "11-50 employees",
   "funding_range": "Under $1M",
   "hq": "Amsterdam, Noord-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://pr.co/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Pr.co is a platform offering beautifully designed online newsrooms for brands. These newsrooms facilitate easy publishing of news, managing PR workflows, and engaging with audiences through stories, media kits, and more. The platform supports scalable features like multi-language newsrooms and integrates seamlessly with brand guidelines.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 119,
   "product": "Presscloud",
   "category": "Marketing & Growth",
   "subcategory": "Other",
   "founded_year": 2020,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://presscloud.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Presscloud.ai is an AI-driven platform aiming to streamline press release creation and distribution, offering tools for writing, compiling press lists, and media monitoring. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 120,
   "product": "Pro6PP",
   "category": "Data & Analytics",
   "subcategory": "Other",
   "founded_year": 2010,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Eindhoven",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://pro6pp.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Pro6PP provides geographic data and postal code information via a web-accessible API service that enables applications to perform real-time address lookups, address autocomplete, address validation, and distance or spatial queries. The platform also allows customers to download up-to-date postcode databases for offline use or integrate the API into webshops, CRM systems, and other software for acc",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 121,
   "product": "Publitas",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2006,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://publitas.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Publitas is a cloud-based solution, which helps brands publish online catalogs and encourage shoppers to buy products by facilitating catalog browsing from any device. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 122,
   "product": "RAI Amsterdam",
   "category": "Unknown",
   "subcategory": "Other",
   "founded_year": 1893,
   "employee_range": "201-500 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://rai.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 123,
   "product": "Rakoo",
   "category": "People Ops & Talent",
   "subcategory": "Learning & Development",
   "founded_year": 2017,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Nijmegen, Gelderland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://rakoo.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Rakoo is an AI-driven platform dedicated to personal and professional growth, helping organizations and individuals set and achieve their learning and performance goals.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 124,
   "product": "Recharge.com",
   "category": "Finance & Accounting",
   "subcategory": "Other",
   "founded_year": 2010,
   "employee_range": "51-200 employees",
   "funding_range": "$50M - $100M",
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://recharge.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 125,
   "product": "RecordOnce",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2019,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://recordonce.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "RecordOnce is a platform that utilizes artificial intelligence to simplify the creation of video tutorials. It offers editing capabilities that automatically correct mistakes and enhance the quality of recordings. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 126,
   "product": "Red Cactus",
   "category": "Customer Success & Support",
   "subcategory": "Other",
   "founded_year": null,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Goes, Zeeland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://www.redcactus.cloud/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Red Cactus provides software that connects telephony systems with business applications such as CRM and ERP. It processes customer and user data to provide support, account access, and service functionality.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 127,
   "product": "Sendcloud",
   "category": "IT & Security",
   "subcategory": "Infrastructure",
   "founded_year": 2012,
   "employee_range": "201-500 employees",
   "funding_range": "$100M - $250M",
   "hq": "Eindhoven, North Brabant",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://sendcloud.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Sendcloud's shipping software automates label creation, tracking, and returns for e-commerce, integrating with 100+ carriers.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 128,
   "product": "Shelf",
   "category": "Operations & Supply Chain",
   "subcategory": "Inventory Management",
   "founded_year": 2019,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Arnhem",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://shelf.nu/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Shelf is a platform designed to manage physical assets across various locations. It enables users to create, log, and track all kinds of assets using a system that supports tagging and generating QR codes for identification and management. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 129,
   "product": "Shiftbase",
   "category": "People Ops & Talent",
   "subcategory": "HRIS & Core HR",
   "founded_year": 2011,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Zoetermeer, Z-H",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://shiftbase.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Shiftbase is a workforce management software that schedules employees, tracks hours, and manages absences, integrating with payroll systems.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 130,
   "product": "Simple Analytics",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2018,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam, Noord-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://simpleanalytics.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Simple Analytics is a privacy-focused web analytics platform that provides website owners with actionable insights without tracking personal data or using cookies. It offers a straightforward interface to understand website traffic and visitor behavior while ensuring compliance with privacy regulations like GDPR.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 131,
   "product": "Sparkly",
   "category": "Customer Success & Support",
   "subcategory": "Helpdesk & Ticketing",
   "founded_year": 2019,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://sparkly.dev/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Sparkly is an IT Services and IT Consulting company that builds Zendesk Apps.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 132,
   "product": "Sportmonks",
   "category": "Data & Analytics",
   "subcategory": "Other",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Deventer",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://sportmonks.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Sportmonks is a sports data provider for customers that want to build sports websites and applications.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 133,
   "product": "Spotler",
   "category": "Marketing & Growth",
   "subcategory": "Email & Marketing Automation",
   "founded_year": 2004,
   "employee_range": "201-500 employees",
   "funding_range": "$25M - $50M",
   "hq": "The Hague, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://spotler.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Spotler is a digital marketing and automation platform. It is primarily used for email marketing, marketing automation, and lead generation. Spotler helps businesses manage their marketing campaigns, track customer interactions, and automate various marketing processes to streamline customer engagement.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 134,
   "product": "Stairoids",
   "category": "Sales & Revenue",
   "subcategory": "Prospecting & Lead Gen",
   "founded_year": 2025,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Rotterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://stairoids.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Stairoids is a real-time signal-based go-to-market (GTM) intelligence platform designed for B2B sales and marketing teams. It tracks over 27 types of buying signals—such as job changes, vacancies, competitor interest, and personal connections—to help organizations identify decision-makers and map decision-making units (DMUs). The platform automates GTM workflows by integrating intent data from web",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 135,
   "product": "Starlink",
   "category": "IT & Security",
   "subcategory": "Network & VPN",
   "founded_year": null,
   "employee_range": "5,001-10,000 employees",
   "funding_range": null,
   "hq": "amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://starlink.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 136,
   "product": "Strateamic",
   "category": "People Ops & Talent",
   "subcategory": "Performance Management",
   "founded_year": 2022,
   "employee_range": "Self-employed",
   "funding_range": null,
   "hq": "Rotterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://strateamic.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Strateamic is a solutions to improve 1:1s and knowledge sharing for software teams.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 137,
   "product": "SuperSaaS",
   "category": "Collaboration & Productivity",
   "subcategory": "Scheduling & Calendar",
   "founded_year": 2006,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://supersaas.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "SuperSaaS is an online scheduling tool.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 138,
   "product": "Surfly",
   "category": "Customer Success & Support",
   "subcategory": "Live Chat & Messaging",
   "founded_year": 2012,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://surfly.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Surfly is a secure co-browsing and collaboration technology that allows you to upgrade any conversation, from any channel.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 139,
   "product": "SUUS.ai",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2022,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Haarlem, Noord-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://suus.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Suus is an artificial intelligence (AI) trained tool that writes original and creative content. Pre-trained to use language models that leverages deep learning to generate human content. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 140,
   "product": "Swydo",
   "category": "Marketing & Growth",
   "subcategory": "Other",
   "founded_year": 2013,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Hilversum, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://swydo.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Swydo is a tool that offers reporting, monitoring and workflow for online marketers.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 141,
   "product": "Taggrs",
   "category": "Marketing & Growth",
   "subcategory": "Other",
   "founded_year": 2022,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Heerenveen, Friesland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://taggrs.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 142,
   "product": "Tapfiliate",
   "category": "Marketing & Growth",
   "subcategory": "Other",
   "founded_year": 2014,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://tapfiliate.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Tapfiliate is a cloud-based affiliate tracking platform that lets businesses set up, track, and manage affiliate, referral, and influencer marketing programs. It supports recurring, lifetime, fixed, or percentage commissions and integrates with ecommerce and subscription tools.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 143,
   "product": "Tender-it",
   "category": "Operations & Supply Chain",
   "subcategory": "Procurement",
   "founded_year": 2014,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Leiden, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://tender-it.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 144,
   "product": "Tenderb",
   "category": "Operations & Supply Chain",
   "subcategory": "Procurement",
   "founded_year": 2022,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Eindhoven",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://tenderb.nl/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "TenderB is an AI-driven bid and tender management platform. The tool uses language models (such as GPT-4o and Claude 3 Opus) to analyze tender documents, summarize requirements for Go/No-Go decisions.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 145,
   "product": "TestGorilla",
   "category": "Engineering & DevOps",
   "subcategory": "Dev Tools",
   "founded_year": 2020,
   "employee_range": "51-200 employees",
   "funding_range": "$50M - $100M",
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://testgorilla.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "TestGorilla is a platform that offers talent assessments for skills-based hiring. The product helps companies screen and identify the best candidates, making hiring decisions faster, easier, and bias-free. TestGorilla's library includes 358 scientifically validated tests that can predict real-world job performance. These tests assess job-specific skills like coding and digital marketing, as well a",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 146,
   "product": "The Pragmatic Engineer",
   "category": "Engineering & DevOps",
   "subcategory": "Other",
   "founded_year": null,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://pragmaticengineer.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 147,
   "product": "TimeChimp",
   "category": "Collaboration & Productivity",
   "subcategory": "Project Management",
   "founded_year": 2015,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, Noord-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://timechimp.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Timechimp is a software solution designed for time tracking and project management, featuring functionalities for logging work hours, project oversight, invoicing, and leave registration.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 148,
   "product": "TimeMoto ",
   "category": "People Ops & Talent",
   "subcategory": "HRIS & Core HR",
   "founded_year": 2016,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Zoetermeer, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://timemoto.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Timemoto is a cloud-based solution for real-time employee attendance tracking.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 149,
   "product": "Timepath",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2021,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://timepath.co/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Timepath is a platform that aids in creating timelines and liveblogs, requiring no coding skills. It enables users to design, customize, and share interactive timelines or live updates for events, suitable for websites and news articles. The tool allows media integration, provides template options, and supports collaboration among team members. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 150,
   "product": "Trengo",
   "category": "Customer Success & Support",
   "subcategory": "Live Chat & Messaging",
   "founded_year": 2017,
   "employee_range": "51-200 employees",
   "funding_range": "$25M - $50M",
   "hq": "Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://trengo.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Trengo is a multichannel communication platform that centralizes customer and prospect conversations into a single, easy-to-use inbox. It offers features like live chat, automated bots, and workflow automation to help businesses engage leads and streamline communication across various channels.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 151,
   "product": "TrustBound",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Privacy & Data Compliance",
   "founded_year": 2017,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Leiden, Zuid-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://trustbound.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "TrustBound provides a third‑party/vendor risk and compliance platform that helps organizations assess, monitor, and manage security and privacy posture of vendors through questionnaires, evidence collection, and continuous monitoring.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 152,
   "product": "Typetone",
   "category": "Collaboration & Productivity",
   "subcategory": "Document Collaboration",
   "founded_year": 2023,
   "employee_range": "11-50 employees",
   "funding_range": "Under $1M",
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://typetone.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "TypeTone.ai is an AI-powered writing assistant that helps users enhance their writing by providing real-time suggestions for improving tone, style, and clarity. It analyzes text input and offers insights to ensure messages are conveyed effectively and appropriately.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 153,
   "product": "unFix",
   "category": "Operations & Supply Chain",
   "subcategory": "Workflow Automation",
   "founded_year": 2017,
   "employee_range": "2-10 employees",
   "funding_range": "Under $1M",
   "hq": "Rotterdam, ZH",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://unfix.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 154,
   "product": "Unless",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Assistants & Copilots",
   "founded_year": 2016,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://unless.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Unless is a platform enabling organizations to integrate generative AI into their operations. It facilitates instant answers from a knowledge base, offering human-like assistance for employees and clients. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 155,
   "product": "Upvoty",
   "category": "Customer Success & Support",
   "subcategory": "Feedback & Surveys",
   "founded_year": 2018,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Eindhoven, North Brabant",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://upvoty.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Upvoty is a user feedback tool.\n",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 156,
   "product": "User Sense",
   "category": "Customer Success & Support",
   "subcategory": "Feedback & Surveys",
   "founded_year": 2019,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Rotterdam, South Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://usersense.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "The all-in-one platform for conducting UX research in the form of user tests and in-depth interviews.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 157,
   "product": "Voicebooking.com",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2011,
   "employee_range": "11-50 employees",
   "funding_range": "Under $1M",
   "hq": "Amsterdam, Noord-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://voicebooking.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 158,
   "product": "VONQ",
   "category": "People Ops & Talent",
   "subcategory": "Recruiting & ATS",
   "founded_year": 2006,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Rotterdam, Zuid-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://vonq.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "VONQ is a platform that enables companies to distribute job postings across multiple job boards and media channels and measure campaign performance through analytics. The platform integrates with applicant tracking systems and uses rule-based automation to streamline large-scale recruitment advertising. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 159,
   "product": "Vuejs Amsterdam",
   "category": "Engineering & DevOps",
   "subcategory": "Other",
   "founded_year": 2017,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam, Noord-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://vuejs.amsterdam/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 160,
   "product": "WebinarGeek",
   "category": "Collaboration & Productivity",
   "subcategory": "Communication",
   "founded_year": 2015,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Zoetermeer, Zuid-Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://webinargeek.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "WebinarGeek is a platform that allows users to create, host, and manage live, automated, on-demand, and hybrid webinars with interactive tools, statistical insights, and no software downloads necessary.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 161,
   "product": "Webtastic AI",
   "category": "Marketing & Growth",
   "subcategory": "Marketing",
   "founded_year": 2024,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://webtastic.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Webtastic.ai is a platform that provides lead generation services aimed at digital agencies. It collects and utilizes company information alongside specific signals to indicate potential client engagement opportunities. The platform incorporates features for CRM integration.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 162,
   "product": "Whatagraph",
   "category": "Marketing & Growth",
   "subcategory": "Other",
   "founded_year": 2015,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://whatagraph.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Whatagraph is a marketing data platform that integrates over 55 data sources, automates reporting, and visualizes metrics in customizable dashboards for marketing teams.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 163,
   "product": "Wolters Kluwer",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Legal Research & Practice",
   "founded_year": 1836,
   "employee_range": "10,001+ employees",
   "funding_range": "$250M+",
   "hq": "Alphen aan den Rijn",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://wolterskluwer.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 164,
   "product": "WP-OK",
   "category": "IT & Security",
   "subcategory": "Other",
   "founded_year": 2015,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Amsterdam, North Holland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://wp-ok.it/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 165,
   "product": "WPZOOM",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2008,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Amsterdam",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://wpzoom.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 166,
   "product": "XLReporting",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2006,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Utrecht, Utrecht",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://xlreporting.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "XLReporting is a platform offering business intelligence and reporting solutions. The platform is designed to assist organizations in managing and analyzing their data effectively. It facilitates the creation of financial reports and supports informed decision-making processes within businesses. Users can leverage XLReporting to streamline data-related tasks and enhance their ability to generate m",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 167,
   "product": "Yoast",
   "category": "Marketing & Growth",
   "subcategory": "SEO & Content Optimization",
   "founded_year": 2010,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Wijchen, Gelderland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://yoast.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null,
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-01",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-01",
   "value": 1.2476376868537264,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-02",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-02",
   "value": 1.4155028685477287,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-03",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-03",
   "value": 1.5685032069501583,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-04",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-04",
   "value": 1.632695716331572,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-05",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-05",
   "value": 1.5679819165779874,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-06",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-06",
   "value": 1.6384645320876234,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-07",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-07",
   "value": 1.5052795501692193,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-08",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-08",
   "value": 1.5768702130468233,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-09",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-09",
   "value": 1.675178810055036,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-10",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-10",
   "value": 0.8234123592465882,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-11",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-11",
   "value": 0.7736327364122307,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2022-12",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2022-12",
   "value": 0.7920479062690701,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-01",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-01",
   "value": 0.7835219455649215,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-02",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-02",
   "value": 0.7446215055914089,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-03",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-03",
   "value": 0.7306784233841219,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-04",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-04",
   "value": 0.7338380127646699,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-05",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-05",
   "value": 0.8569593259103879,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-06",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-06",
   "value": 0.9231912466314937,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-07",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-07",
   "value": 0.9834315780932419,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-08",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-08",
   "value": 1.047225454419499,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-09",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-09",
   "value": 1.0356787487917642,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-10",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-10",
   "value": 1.0017861394064196,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-11",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-11",
   "value": 0.9764201843180389,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2023-12",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2023-12",
   "value": 1.0097438095317837,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-01",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-01",
   "value": 1.0485910860493437,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-02",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-02",
   "value": 1.0214899947326244,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-03",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-03",
   "value": 1.0485994325699648,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-04",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-04",
   "value": 1.1096231637602192,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-05",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-05",
   "value": 0.9353163132522709,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-06",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-06",
   "value": 0.8691714299023404,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-07",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-07",
   "value": 0.8734614205470979,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-08",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-08",
   "value": 0.7928232424481586,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-09",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-09",
   "value": 0.8086163619122344,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-10",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-10",
   "value": 0.8780984185879609,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-11",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-11",
   "value": 0.7956972188877967,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2024-12",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2024-12",
   "value": 0.8216762119432486,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-01",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-01",
   "value": 0.8676577670031516,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-02",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-02",
   "value": 0.8028257394797215,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-03",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-03",
   "value": 0.7786424081707195,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-04",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-04",
   "value": 0.8988414290420682,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-05",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-05",
   "value": 0.8628094267246742,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-06",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-06",
   "value": 0.9044357589574379,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-07",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-07",
   "value": 0.9818427770731308,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-08",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-08",
   "value": 1.0150910768733097,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-09",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-09",
   "value": 1.06139808566758,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-10",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-10",
   "value": 1.1526389636633885,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-11",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-11",
   "value": 1.1292181986260923,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2025-12",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2025-12",
   "value": 1.148988571726093,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-01",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2026-01",
   "value": 0.924631075104535,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-02",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2026-02",
   "value": 0.6258677699722682,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-03",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2026-03",
   "value": 0.5872554999348671,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-04",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2026-04",
   "value": 0.6932158047802862,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-05",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2026-05",
   "value": 0.6189751286757544,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-06",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2026-06",
   "value": 0.60785235826147,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-07",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2026-07",
   "value": 0.645431888572313,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-08",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2026-08",
   "value": 0.60326248032436,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-09",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2026-09",
   "value": 0.5531671588281226,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": null,
   "product": null,
   "category": null,
   "subcategory": null,
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": null,
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": null,
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "current_headquarters_cohort_spend_share",
   "description": null,
   "metric": "country_spend_share",
   "month": "2026-10",
   "value": 0.5751275392112739,
   "unit": "percent_of_global_software_spend"
  }
 ]
}