{
 "source": "Cledara SaaS Market Data",
 "page": "https://data.cledara.com/startups/denmark",
 "updated": "2026-10-26",
 "publicationId": "a632e106de8ecabec544653a31ea2dc62bcf1c957956f89188ab7d5ca0400be8",
 "contentModified": "2026-10-26T21:38:56.983Z",
 "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": "Trustpilot",
   "category": "Customer Success & Support",
   "subcategory": "Feedback & Surveys",
   "founded_year": 2007,
   "employee_range": "501-1,000 employees",
   "funding_range": "$50M - $100M",
   "hq": "Copenhagen K",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://trustpilot.com/",
   "global_spend_share_pct": 0.41499262591015346,
   "global_activity_rank": 153,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Trustpilot is a platform that allows customers to read and write reviews about various companies and businesses. The product aims to help users find companies they can trust by providing a platform for sharing and accessing customer reviews.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.41499262591015346,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 2,
   "product": "AccuRanker",
   "category": "Marketing & Growth",
   "subcategory": "SEO & Content Optimization",
   "founded_year": 2013,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Aarhus C, DK",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://accuranker.com/",
   "global_spend_share_pct": 0.16283868089594947,
   "global_activity_rank": 591,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "AccuRanker is a cloud-based solution that helps marketing agencies handle SEO activities, track keyword ranking and analyze organic reach of websites.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.16283868089594947,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 3,
   "product": "NinjaOne",
   "category": "IT & Security",
   "subcategory": "Infrastructure",
   "founded_year": null,
   "employee_range": "201-500 employees",
   "funding_range": null,
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://ninjaone.com/",
   "global_spend_share_pct": 0.11764803093888493,
   "global_activity_rank": 411,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "NinjaOne is a unified IT management platform designed for endpoint management, monitoring, patching, and automation. It supports IT teams and Managed Service Providers (MSPs) in managing and maintaining IT assets efficiently.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.11764803093888493,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 4,
   "product": "Cookiebot by Usercentrics",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Privacy & Data Compliance",
   "founded_year": 2012,
   "employee_range": null,
   "funding_range": null,
   "hq": "Copenhagen, Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://cookiebot.com/",
   "global_spend_share_pct": 0.1029094839763451,
   "global_activity_rank": 38,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Cookiebot is a tool to manage cookies and online tracking for websites, ensuring compliance with privacy regulations like the GDPR and ePrivacy Directive. It scans websites to identify and categorize cookies, manages consent banners, and provides documentation for user consents. This assists website owners in offering transparency and control to users over their data.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.1029094839763451,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 5,
   "product": "Secure Privacy",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Legal",
   "founded_year": 2017,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Copenhagen, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://secureprivacy.ai/",
   "global_spend_share_pct": 0.04266196467640306,
   "global_activity_rank": 1242,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "SecurePrivacy is a platform that helps businesses comply with international data privacy laws like GDPR, CCPA, and others.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.04266196467640306,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 6,
   "product": "ProfitMetrics.io",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2020,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Copenhagen, Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://profitmetrics.io/",
   "global_spend_share_pct": 0.03150319214011704,
   "global_activity_rank": 1026,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "ProfitMetrics.io provides real-time profit analysis for e-commerce businesses, enabling data-driven decisions to optimize advertising spend and improve profitability.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.03150319214011704,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 7,
   "product": "Weld",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2022,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://weld.app/",
   "global_spend_share_pct": 0.01751512358671884,
   "global_activity_rank": 710,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Weld is an end-to-end data platform that unifies data operations. It enables users to manage ELT (Extract, Load, Transform), reverse-ETL, and data modeling, and sync data from over 150 apps, files, and databases.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.01751512358671884,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 8,
   "product": "Visma e-conomic",
   "category": "Finance & Accounting",
   "subcategory": "Accounting & Bookkeeping",
   "founded_year": 2001,
   "employee_range": "201-500 employees",
   "funding_range": null,
   "hq": "København V",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://e-conomic.dk/",
   "global_spend_share_pct": 0.011084368448186598,
   "global_activity_rank": 1031,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "E-conomic.dk is an online accounting program that offers functionalities to ease accounting tasks, optimize workday processes, and support business development. The platform provides tools for automation, financial management, and collaboration with accountants or bookkeepers.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.011084368448186598,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 9,
   "product": "Simply.com",
   "category": "Engineering & DevOps",
   "subcategory": "Hosting & Deployment",
   "founded_year": 1997,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Skanderborg, DK",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://simply.com/",
   "global_spend_share_pct": 0.010534519870249474,
   "global_activity_rank": 207,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Simply.com is a platform designed to provide domain registration and web hosting services for individuals and businesses. It offers users the ability to register domain names, host websites, and manage their online presence. The platform provides an interface for purchasing and managing domain names, as well as tools for setting up and managing websites.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.010534519870249474,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 10,
   "product": "Cobiro",
   "category": "Marketing & Growth",
   "subcategory": "Paid Ads & Attribution",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Copenhagen, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://cobiro.com/",
   "global_spend_share_pct": 0.007993843764850333,
   "global_activity_rank": 424,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Cobiro is a digital marketing software platform that helps small businesses and agencies manage online advertising, SEO, and website-related growth activities. It offers tools and services aimed at simplifying marketing automation and campaign management.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.007993843764850333,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 11,
   "product": "Zenegy",
   "category": "People Ops & Talent",
   "subcategory": "Payroll",
   "founded_year": 2015,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Hørsholm, Hovedstaden",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://zenegy.com/",
   "global_spend_share_pct": 0.006905908261110054,
   "global_activity_rank": 674,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Zenegy Payroll is an innovative and secure payroll system. It offers a solution for businesses to manage their payroll process efficiently. The product helps solve the business problem of accurately calculating and disbursing employee salaries, ensuring compliance with tax regulations and legal requirements.\n\nThe key features of Zenegy Payroll include automated payroll calculations, integration wi",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.006905908261110054,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 12,
   "product": "Xink",
   "category": "Marketing & Growth",
   "subcategory": "Other",
   "founded_year": 2009,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Copenhagen V, Region Zealand",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://xink.io/",
   "global_spend_share_pct": 0.005952316700330855,
   "global_activity_rank": 880,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Xink is an email signature management platform that centralizes signature updates, ensuring compliance and branding across all employees' emails.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.005952316700330855,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 13,
   "product": "Criipto",
   "category": "People Ops & Talent",
   "subcategory": "HR",
   "founded_year": 2013,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://criipto.com/",
   "global_spend_share_pct": 0.0055707787346739,
   "global_activity_rank": 451,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Criipto enables businesses to seamlessly and securely weave real user identity into their digital services and processes.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0055707787346739,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 14,
   "product": "Cookie Information",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Legal",
   "founded_year": 2011,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Copenhagen, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://cookieinformation.com/",
   "global_spend_share_pct": 0.004479495829576161,
   "global_activity_rank": 1013,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Cookie Information is a platform that specializes in helping websites and businesses manage and comply with cookie consent and data privacy regulations,",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.004479495829576161,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 15,
   "product": "Openli",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Privacy & Data Compliance",
   "founded_year": 2018,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Copenhagen, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://openli.com/",
   "global_spend_share_pct": 0.0022947571276170507,
   "global_activity_rank": 1672,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Openli is an automated platform designed to streamline vendor management, enhance privacy efforts, and build trust. It helps businesses manage their vendor relationships and privacy compliance efficiently, allowing them to focus on core operations.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0022947571276170507,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 16,
   "product": "Sleeknote",
   "category": "Collaboration & Productivity",
   "subcategory": "Productivity",
   "founded_year": 2014,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Aarhus, Central Denmark Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://sleeknote.com/",
   "global_spend_share_pct": 0.002293630108163529,
   "global_activity_rank": 910,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Sleeknote is a platform designed to assist website owners in creating and optimizing on-site messages, popups, and lead capture forms. These tools aim to enhance engagement with website visitors and facilitate the collection of leads by encouraging specific actions. Sleeknote is commonly employed as part of marketing strategies to create interactive elements on websites, fostering user interaction",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.002293630108163529,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 17,
   "product": "Medusa",
   "category": "Sales & Revenue",
   "subcategory": "Other",
   "founded_year": 2021,
   "employee_range": "11-50 employees",
   "funding_range": "$5M - $10M",
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://medusajs.com/",
   "global_spend_share_pct": 0.0013098776246300455,
   "global_activity_rank": 1617,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Medusa develops a headless commerce platform that provides APIs and tools for building ecommerce applications. The company also offers Medusa Cloud, a hosted version of the platform that is accessed via subscription.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0013098776246300455,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 18,
   "product": "Confect",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2019,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "København N, Hovedstaden",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://confect.io/",
   "global_spend_share_pct": 0.0012296523999060468,
   "global_activity_rank": 2023,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Confect is a web-based platform that enables the design and deployment of dynamic product catalog advertisements across channels like Meta, TikTok, and email. It supports image and video formats, allows for A/B testing, and integrates with CMS platforms. Users can customize ad designs using brand assets and automate design variations based on campaign data.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0012296523999060468,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 19,
   "product": "IEX",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2009,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Albertslund, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://iex.dk/",
   "global_spend_share_pct": 0.001115092675120274,
   "global_activity_rank": 1383,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "IEX is a company that provides an automated integration service connecting various systems such as webshops, accounting, POS, and inventory systems.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.001115092675120274,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 20,
   "product": "Webhook.site ",
   "category": "Engineering & DevOps",
   "subcategory": "Dev Tools",
   "founded_year": 2020,
   "employee_range": "Self-employed",
   "funding_range": null,
   "hq": "Odense",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://webhook.site/",
   "global_spend_share_pct": 0.0006968278391225125,
   "global_activity_rank": 642,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Webhook.site provides a platform for testing and debugging webhooks and HTTP requests. Users receive a unique, random URL and email address, where everything sent to these addresses is displayed instantly. The platform allows for testing and debugging without the need to set up and maintain personal infrastructure. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0006968278391225125,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 21,
   "product": "Reetro",
   "category": "Collaboration & Productivity",
   "subcategory": "Project Management",
   "founded_year": 2018,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Hvidovre, Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://reetro.io/",
   "global_spend_share_pct": 0.0004398061893643529,
   "global_activity_rank": 1733,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Reetro.io offers an online tool designed for conducting agile retrospectives, aiming to improve team collaboration and efficiency. It provides features to plan, execute, and analyze retrospective meetings, with support for customization and integration with other tools like JIRA and Confluence. The platform emphasizes ease of use and includes various functionalities to engage team members and trac",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.0004398061893643529,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 22,
   "product": "Umbraco",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2005,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Odense",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://umbraco.com/",
   "global_spend_share_pct": 0.00022634977230623636,
   "global_activity_rank": 1989,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Umbraco is an open-source CMS that manages digital content across multiple channels, supporting custom integrations and offering automated updates.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.00022634977230623636,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 23,
   "product": "Tabular Editor",
   "category": "Engineering & DevOps",
   "subcategory": "Dev Tools",
   "founded_year": 2021,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Copenhagen, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://tabulareditor.com/",
   "global_spend_share_pct": 0.000204173292774236,
   "global_activity_rank": 1983,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Tabular Editor is a tool primarily used for editing and managing data models created in Microsoft Analysis Services Tabular and Power BI.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.000204173292774236,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 24,
   "product": "ON720",
   "category": "Finance & Accounting",
   "subcategory": "Expense Management",
   "founded_year": 2022,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Randers, Middle Jutland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://on720.com/",
   "global_spend_share_pct": 0.00016474830714559744,
   "global_activity_rank": 1596,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "ON720.COM provides Microsoft Dynamics 365 Business Central extensions that automate financial workflows, including invoice processing, expense tracking, and project management. Modules like Expense720 and Business720 handle structured data such as invoices, vendor records, and time entries.",
   "metric": "vendor",
   "month": "2026-10",
   "value": 0.00016474830714559744,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 25,
   "product": "Agency360",
   "category": "Marketing & Growth",
   "subcategory": "Paid Ads & Attribution",
   "founded_year": 2017,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "København V., Hovedstaden",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://agency360.es/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Agency360 is a SaaS platform that aggregates digital marketing data from sources like Google Ads, Facebook Ads, LinkedIn, and Google Analytics to generate white-label dashboards and reports. It offers tools for B2B lead generation, SEO audits, rank tracking, and backlink analysis. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 26,
   "product": "Airtame",
   "category": "Collaboration & Productivity",
   "subcategory": "Other",
   "founded_year": 2013,
   "employee_range": "51-200 employees",
   "funding_range": "$5M - $10M",
   "hq": "Copenhagen, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://airtame.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": 27,
   "product": "Baymard",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2009,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://baymard.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": 28,
   "product": "Canvy",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": null,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "aalborg",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://canvy.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": 29,
   "product": "Capture One",
   "category": "Collaboration & Productivity",
   "subcategory": "Other",
   "founded_year": 1992,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Frederiksberg, Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://captureone.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Capture One offers Capture One Pro, Capture One Mobile, and Capture One Live Unlimited, providing a set of tools for professional photo editing, management, and collaboration across devices.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 30,
   "product": "Clerk.io",
   "category": "Marketing & Growth",
   "subcategory": "ABM & Personalization",
   "founded_year": 2011,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://clerk.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Clerk.io is an e-commerce personalization platform that enhances customer experiences through AI-driven search, product recommendations, and email marketing.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 31,
   "product": "Colourbox",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2003,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Odense N, Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://colourbox.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": 32,
   "product": "Contractbook",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Legal",
   "founded_year": 2017,
   "employee_range": "51-200 employees",
   "funding_range": "$25M - $50M",
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://contractbook.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Contractbook provides a contract management software solution designed to streamline the creation, collaboration, signing, and centralization of contracts for businesses. It allows companies to store, manage, and gain insights from their contracts in a centralized location. The platform also integrates with over 3000 tools, making it easier for businesses to connect their contract data with other ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 33,
   "product": "Dixa",
   "category": "Customer Success & Support",
   "subcategory": "Helpdesk & Ticketing",
   "founded_year": 2015,
   "employee_range": "51-200 employees",
   "funding_range": "$100M - $250M",
   "hq": "Copenhagen, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://dixa.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Dixa is a platform that consolidates customer service processes by integrating communication channels such as voice, email, social media, and messaging into one interface. It uses AI and automation to manage interactions, and features for reporting, analytics, and quality assurance to assess and enhance team performance.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 34,
   "product": "DK Hostmaster",
   "category": "Engineering & DevOps",
   "subcategory": "Hosting & Deployment",
   "founded_year": 1999,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "København S, DK",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://dk-hostmaster.dk/",
   "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": 35,
   "product": "Dreamdata",
   "category": "Sales & Revenue",
   "subcategory": "Revenue Intelligence",
   "founded_year": 2018,
   "employee_range": "51-200 employees",
   "funding_range": "$50M - $100M",
   "hq": "Copenhagen, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://dreamdata.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Dreamdata is B2B revenue attribution platform.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 36,
   "product": "Dreem",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2023,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Holstebro",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://dreem.ai/",
   "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": 37,
   "product": "Driversnote",
   "category": "Collaboration & Productivity",
   "subcategory": "Productivity",
   "founded_year": 2014,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "København K, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://driversnote.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Driversnote is a mileage tracker app designed for both personal and business use, offering automatic and manual trip logging capabilities. It facilitates the categorization of trips, enabling users to distinguish between business and personal journeys, and supports the creation of tax-compliant mileage reports in PDF and Excel formats. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 38,
   "product": "Eduflow",
   "category": "People Ops & Talent",
   "subcategory": "Learning & Development",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Copenhagen, N",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://eduflow.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Eduflow is a tool to build and run learning experiences online.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 39,
   "product": "Fenerum",
   "category": "Finance & Accounting",
   "subcategory": "Billing & Subscriptions",
   "founded_year": 2019,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Aarhus, Central Denmark Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://fenerum.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Fenerum automates billing, accounting, and reporting for SaaS businesses, integrating with accounting systems and banks. Supports invoicing, payment collection, and debt recovery.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 40,
   "product": "Francis",
   "category": "Collaboration & Productivity",
   "subcategory": "Project Management",
   "founded_year": 2021,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://francis.app/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Francis is a platform designed for organizational communication and collaboration. It offers features for sharing information, coordinating tasks, and managing projects. Francis includes tools for tracking progress, monitoring deadlines, and generating reports. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 41,
   "product": "Fullview",
   "category": "Customer Success & Support",
   "subcategory": "Live Chat & Messaging",
   "founded_year": 2021,
   "employee_range": "11-50 employees",
   "funding_range": "$5M - $10M",
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://fullview.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Fullview is a customer support platform offering AI agents, cobrowsing, and session replays. It supports integration with helpdesk software and stores data on EU servers.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 42,
   "product": "GatewayAPI",
   "category": "Customer Success & Support",
   "subcategory": "Live Chat & Messaging",
   "founded_year": 2014,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Odense C",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://gatewayapi.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": "GoGift",
   "category": "People Ops & Talent",
   "subcategory": "Employee Engagement",
   "founded_year": 2003,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "København K, Capital",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://global.gogift.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "GoGift is a corporate gifting and rewards platform that enables businesses to send digital gift cards, vouchers and incentives globally for employee recognition, promotions and customer rewards.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 44,
   "product": "Good Tape",
   "category": "AI Platforms & Model Ops",
   "subcategory": "AI Development Tools",
   "founded_year": 2022,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Copenhagen, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://goodtape.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Good Tape converts audio or video into text via automated transcription. It supports multiple languages and handles security and privacy of transcripts.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 45,
   "product": "Goodwings",
   "category": "Operations & Supply Chain",
   "subcategory": "Procurement",
   "founded_year": 2015,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Copenhagen, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://portal.goodwings.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Goodwings is a climate-focused travel management platform that helps businesses track, reduce, and offset carbon emissions from corporate travel. It integrates AI-driven carbon footprint analysis, behavior change strategies, and Sustainable Aviation Fuel (SAF) purchasing to help companies meet their sustainability goals.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 46,
   "product": "Heimdal",
   "category": "IT & Security",
   "subcategory": "Endpoint Security",
   "founded_year": 2014,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://heimdalsecurity.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Heimdal is a cybersecurity company that focuses on advanced threat prevention and proactive security solutions. Their products include endpoint security features such as threat detection, patch management, and proactive protection against malware, ransomware, and other cyber threats.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 47,
   "product": "Iconfinder",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2012,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Virum",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://iconfinder.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": 48,
   "product": "Influencer Marketing Hub",
   "category": "Marketing & Growth",
   "subcategory": "Social Media Management",
   "founded_year": 2015,
   "employee_range": "2-10 employees",
   "funding_range": "Under $1M",
   "hq": "Copenhagen, Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://influencermarketinghub.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": 49,
   "product": "Konsolidator",
   "category": "Finance & Accounting",
   "subcategory": "FP&A & Planning",
   "founded_year": 2014,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Søborg, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://konsolidator.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Konsolidator is a platform that specializes in financial consolidation and reporting solutions. It is designed to assist businesses in streamlining and automating their financial consolidation processes, particularly when managing multiple entities or subsidiaries. The platform aims to provide users with tools and features that facilitate the aggregation and reporting of financial data from variou",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 50,
   "product": "Leapwork",
   "category": "Engineering & DevOps",
   "subcategory": "Testing & QA",
   "founded_year": 2015,
   "employee_range": "201-500 employees",
   "funding_range": "$50M - $100M",
   "hq": "København K, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://leapwork.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Leapwork is a no-code automation platform for test automation, RPA, and business processes. It provides a visual workflow builder with drag-and-drop components for automating UI interactions, APIs, and databases. It helps QA teams, developers, and business users automate testing across web, desktop, and legacy systems without scripting. Leapwork supports integrations with CI/CD pipelines like Jenk",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 51,
   "product": "Lift Relations",
   "category": "Customer Success & Support",
   "subcategory": "Customer Success Platforms",
   "founded_year": 2015,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Copenhagen, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://liftrelations.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "LIFT is a feedback and analytics platform that collects input from clients and internal teams to generate metrics such as health scores, Net Promoter Score, predictive LIFT Score, and sentiment analysis. It includes automated surveys, dashboards, reporting, and benchmarking to track relationships and identify risks or opportunities.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 52,
   "product": "Local Time App for Salesforce",
   "category": "Sales & Revenue",
   "subcategory": "Sales Enablement",
   "founded_year": 2012,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Copenhagen, Capital",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://success-software.biz/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Local Time is designed to provide Salesforce users with instant access to the local time in various global locations, which minimizes the resources spent on finding time zone information, allowing users to easily access a prospect's local time. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 53,
   "product": "Morningscore",
   "category": "Marketing & Growth",
   "subcategory": "SEO & Content Optimization",
   "founded_year": 2018,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Odense, Region of Southern Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://morningscore.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Morningscore is a platform that provides SEO tools to track keyword rankings, analyze backlinks, audit site health, compare competitor performance, and calculate the value of SEO traffic. It also assigns a custom metric (\"the Morningscore\") that estimates how much money you would have to pay via Google Ads to get similar organic traffic. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 54,
   "product": "Mouseflow",
   "category": "Data & Analytics",
   "subcategory": "Product Analytics",
   "founded_year": 2010,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Copenhagen, Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://mouseflow.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Mouseflow is a platform that offers behavior analytics for optimal website user experience (UX). The product provides insights into user behavior on company's websites. With Mouseflow, businesses can analyze and understand user interactions, identify website usability issues, and improve conversion rates.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 55,
   "product": "Neurons",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2013,
   "employee_range": "51-200 employees",
   "funding_range": "$5M - $10M",
   "hq": "Tåstrup, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://neuronsinc.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Neurons Inc offers a platform that integrates neuroscience and AI to analyze marketing content. The platform evaluates the effectiveness of advertisements by analyzing visual elements and measuring consumer reactions based on neuroscience principles. It provides tools for marketers to assess how well their ads capture and hold consumer attention. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 56,
   "product": "Novoresume",
   "category": "Collaboration & Productivity",
   "subcategory": "Document Collaboration",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "København K, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://novoresume.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Novoresume is an online resume builder designed to help job seekers create professional resumes, CVs, and cover letters. The platform offers customizable templates and tools that simplify the resume-building process, ensuring users can easily create documents that meet modern recruitment standards.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 57,
   "product": "Onomondo",
   "category": "Engineering & DevOps",
   "subcategory": "Cloud Infrastructure",
   "founded_year": 2012,
   "employee_range": "51-200 employees",
   "funding_range": "$10M - $25M",
   "hq": "Copenhagen, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://onomondo.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Onomondo is a technology platform that redefines the capabilities of IoT networks. It integrates various mobile networks to create an international home network and a roaming-free experience. It offers a network-centric approach to overcome connectivity problems in IoT, with more than 700 Radio Access Network integrations across 180 countries and an API-based IoT management platform.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 58,
   "product": "Pairy",
   "category": "Finance & Accounting",
   "subcategory": "Accounting & Bookkeeping",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Vanløse, Hovedstaden",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://pairy.dk/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Custom-designed web service, that integrates a webshop with the relevant accounting system.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 59,
   "product": "Paperturn",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2013,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Odense, South Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://paperturn.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": " Paperturn is an online tool that transforms static PDF files into interactive digital flipbooks. It provides various features and customization options, allowing users to create engaging flipbooks with realistic page-turning effects. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 60,
   "product": "Plandisc",
   "category": "Collaboration & Productivity",
   "subcategory": "Scheduling & Calendar",
   "founded_year": 2014,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Århus, Middle Jutland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://plandisc.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Plandisc is a platform that provides a circular digital calendar designed to help organizations structure, visualize, and align annual planning processes. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 61,
   "product": "Plecto",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
   "founded_year": 2012,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Aarhus, Aarhus",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://plecto.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Plecto is a platform providing real-time business dashboards and performance-driven engagement tools. It integrates with various systems to track and display individual and team performance.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 62,
   "product": "PriceShape",
   "category": "Sales & Revenue",
   "subcategory": "Other",
   "founded_year": 2018,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Aarhus C",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://priceshape.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "PriceShape is a dynamic pricing and competitive intelligence platform. It uses daily web scraping to gather competitor prices, stock availability, and delivery costs, then surfaces that data via customizable dashboards. It supports rule-based and intelligent pricing models that adjust prices in real time based on market data.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 63,
   "product": "QuickPay",
   "category": "Finance & Accounting",
   "subcategory": "Billing & Subscriptions",
   "founded_year": null,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Aarhus C, Middle Jutland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://quickpay.net/",
   "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": 64,
   "product": "Rokoko",
   "category": "Engineering & DevOps",
   "subcategory": "Developer Tools & IDEs",
   "founded_year": 2014,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Copenhagen, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://rokoko.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Rokoko is a motion capture animation software lets user visualize, create, edit, and export mocap animation assets. ",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 65,
   "product": "SEO.ai",
   "category": "Marketing & Growth",
   "subcategory": "SEO & Content Optimization",
   "founded_year": 2022,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Kongens Lyngby",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://seo.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "SEO.ai automates SEO content generation and analysis, optimizing articles for keyword usage and SERP rankings. Requires internet access and subscription.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 66,
   "product": "Shield",
   "category": "Marketing & Growth",
   "subcategory": "Marketing",
   "founded_year": 2018,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://shieldapp.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Shield is a LinkedIn analytics platform that consolidates data from multiple accounts into one dashboard, providing insights for both brands and creators.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 67,
   "product": "Shipmondo",
   "category": "Operations & Supply Chain",
   "subcategory": "Shipping & Logistics",
   "founded_year": 2014,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Odense, Syddanmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://shipmondo.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": 68,
   "product": "SlideHub",
   "category": "Engineering & DevOps",
   "subcategory": "Dev Tools",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Copenhagen, Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://slidehub.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "​SlideHub is a presentation management and automation platform that helps organizations streamline the creation and management of slides. It offers a centralized slide library, enabling users to find brand-compliant and up-to-date content across Microsoft Office applications.​",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 69,
   "product": "Stacket Group",
   "category": "Operations & Supply Chain",
   "subcategory": "Other",
   "founded_year": 2020,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Copenhagen, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://stacket.group/",
   "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": 70,
   "product": "Storebuddy",
   "category": "Finance & Accounting",
   "subcategory": "Accounting & Bookkeeping",
   "founded_year": 2013,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Copenhagen, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://storebuddy.dk/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Storebuddy provides integrated accounting software that uses artificial intelligence for webshop orders, bookkeeping and counselling.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 71,
   "product": "StoryBase",
   "category": "Marketing & Growth",
   "subcategory": "SEO & Content Optimization",
   "founded_year": 2015,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "kongens lyngby",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://storybase.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "StoryBase is a keyword research tool that analyzes user queries to generate relevant content ideas, focusing on long-tail keywords.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 72,
   "product": "Tasklet",
   "category": "Operations & Supply Chain",
   "subcategory": "Inventory Management",
   "founded_year": 2008,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Aalborg, Nordjylland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://taskletfactory.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Tasklet Factory develops Mobile WMS software that extends Microsoft Dynamics 365 Business Central/NAV and Dynamics 365 Finance & Operations/AX with barcode-based warehouse management on handheld devices. Its products are sold through partners and include mobile warehouse applications, related cloud services such as Cloud Print, and support/maintenance.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 73,
   "product": "The Hub",
   "category": "People Ops & Talent",
   "subcategory": "Recruiting & ATS",
   "founded_year": 2015,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Copenhagen, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://thehub.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "The Hub provides an online job matching platform for startups and employers. The service enables companies to post roles and manage job applications, and allows candidates to apply for positions.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 74,
   "product": "TimeLog",
   "category": "Collaboration & Productivity",
   "subcategory": "Project Management",
   "founded_year": 2001,
   "employee_range": "51-200 employees",
   "funding_range": "$10M - $25M",
   "hq": "Frederiksberg, Capital Region",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://timelog.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "TimeLog is a PSA tool that integrates time tracking, project management, invoicing, and reporting, designed for professional services.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 75,
   "product": "Uizard",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2017,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Copenhagen",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://uizard.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Uizard is a UI design tool that uses AI to generate editable prototypes, screens, and themes from simple text prompts. Its main product, Autodesigner 1.5, enables users to create and customize digital designs without extensive prior design knowledge.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 76,
   "product": "WARM",
   "category": "Data & Analytics",
   "subcategory": "Other",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Copenhagen , Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://warmmusic.net/",
   "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": 77,
   "product": "Webshipper",
   "category": "Operations & Supply Chain",
   "subcategory": "Shipping & Logistics",
   "founded_year": 2014,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Silkeborg, Middle Jutland",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://webshipper.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Webshipper provides an e-commerce businesses platform with streamlined shipping and order fulfillment solutions, optimizing their operations.",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 78,
   "product": "Whistleblower Software",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Other",
   "founded_year": 2021,
   "employee_range": "51-200 employees",
   "funding_range": "$50M - $100M",
   "hq": "Copenhagen, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://whistleblowersoftware.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Whistleblower Software provides a secure and anonymous platform for employees to report unethical or illegal activities within their organization. It is designed to encourage transparency and integrity in the workplace by allowing employees to safely report concerns without fear of retaliation. The platform ensures confidentiality and offers tools for organizations to effectively manage and invest",
   "metric": "vendor",
   "month": "2026-10",
   "value": null,
   "unit": "percent_of_global_software_spend"
  },
  {
   "rank": 79,
   "product": "Zoios",
   "category": "People Ops & Talent",
   "subcategory": "Employee Engagement",
   "founded_year": 2021,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "København K, Capital Region of Denmark",
   "canonical_city": null,
   "canonical_region": null,
   "country_code": null,
   "city_id": null,
   "rank_change_12m_activity": null,
   "url": "https://zoios.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Zoios is a platform for employee engagement and well-being analytics. The tool uses surveys and artificial intelligence to monitor workplace culture and generate reports on organizational performance.",
   "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": 5.4117407019103805,
   "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": 5.125373681833386,
   "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": 4.376813445793149,
   "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": 3.7785082502047533,
   "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": 3.178735099814631,
   "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": 2.82396022457879,
   "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": 2.4781907506392336,
   "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": 2.1374183200733006,
   "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": 1.936442303696008,
   "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": 1.8241958135156298,
   "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": 1.6490528285005315,
   "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": 1.6664158544426666,
   "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": 0.9517980659372338,
   "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": 0.8868783466632527,
   "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": 0.9233870158912916,
   "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": 1.02061389743487,
   "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": 1.0035795846899862,
   "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": 0.8921190932002995,
   "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": 0.8993756091705711,
   "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": 1.0179873937589763,
   "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": 2.6215157917666185,
   "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": 2.472577625050396,
   "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": 2.463727866145151,
   "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": 2.404941372950799,
   "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": 2.328543761728099,
   "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": 2.3301766746099304,
   "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": 2.314765962159717,
   "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": 2.3364829374211005,
   "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": 2.3659345278683417,
   "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": 2.3584578334865776,
   "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": 2.375853225797798,
   "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": 2.278006860209595,
   "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": 1.0310034499872147,
   "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": 1.0767641479908585,
   "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": 1.1118340989166982,
   "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": 1.2179718250909084,
   "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": 1.3426817880967734,
   "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": 1.2861939783167313,
   "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": 1.3955095704933753,
   "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": 1.4014095009687277,
   "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": 1.3839801823623519,
   "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": 1.4311789858348414,
   "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": 1.5567762208773661,
   "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": 1.4138933530074476,
   "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": 1.4366191473395775,
   "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": 1.369437668112324,
   "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": 1.2676506167137247,
   "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": 1.4118345012985816,
   "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": 1.1095441205261678,
   "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": 0.9293264318773635,
   "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": 1.0322494803234563,
   "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": 0.9301303074503017,
   "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": 0.911677484745963,
   "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": 0.9840600271320857,
   "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": 0.8601482144859818,
   "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": 0.8747139907343743,
   "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": 1.0079684831513958,
   "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": 0.9525652490696981,
   "unit": "percent_of_global_software_spend"
  }
 ]
}