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The company distributes structured aviation datasets and digital tools that support operational planning and airport service lookup.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1056, "product": "Acunetix", "category": "IT & Security", "subcategory": "Other", "founded_year": 2005, "employee_range": "51-200 employees", "funding_range": null, "hq": "Austin, Texas", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://acunetix.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Acunetix is a cloud-based web vulnerability scanner that allows users to identify and remediate security vulnerabilities in their web applications.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1057, "product": "ACXSS", "category": "Operations & Supply Chain", "subcategory": "Procurement", "founded_year": 2012, "employee_range": "11-50 employees", "funding_range": null, "hq": "Los Angeles, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://acxss.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "ACXSS offers cloud-based supply chain management software for healthcare providers, focusing on procurement, inventory management, and financial integration.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1058, "product": "Adalo", "category": "Engineering & DevOps", "subcategory": "Developer Tools & IDEs", "founded_year": 2002, "employee_range": "201-500 employees", "funding_range": null, "hq": "Remote", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://adalo.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Adalo is an online no code app builder.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1059, "product": "Adara", "category": "Data & Analytics", "subcategory": "Business Intelligence & Dashboards", "founded_year": 2005, "employee_range": "501-1,000 employees", "funding_range": null, "hq": "Palo Alto, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://adara.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Adara is a predictive intelligence platform that specializes in travel and tourism data. 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", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1061, "product": "Addtowallet", "category": "Marketing & Growth", "subcategory": "Other", "founded_year": null, "employee_range": "11-50 employees", "funding_range": null, "hq": "Palm Harbor, Florida", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://addtowallet.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": 1062, "product": "Adext", "category": "Marketing & Growth", "subcategory": "Paid Ads & Attribution", "founded_year": 2016, "employee_range": "11-50 employees", "funding_range": "$5M - $10M", "hq": "Palo Alto, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://adext.ai/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Adext is an AI-powered advertising optimization platform that automates and enhances digital advertising campaigns ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1063, "product": "AdLeaks", "category": "Marketing & Growth", "subcategory": "Other", "founded_year": null, "employee_range": "2-10 employees", "funding_range": null, "hq": "Newport Beach, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://adleaks.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": 1064, "product": "Adloox", "category": "Marketing & Growth", "subcategory": "Paid Ads & Attribution", "founded_year": 2009, "employee_range": "11-50 employees", "funding_range": null, "hq": "New York, NY", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://adloox.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Adloox is a digital advertising verification and optimization platform that provides services to advertisers and agencies. 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It helps brands grow revenue and save time by providing tools to effectively run, measure, and optimize marketing efforts across multiple channels.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1069, "product": "Adspirer", "category": "Marketing & Growth", "subcategory": "Paid Ads & Attribution", "founded_year": 2025, "employee_range": "2-10 employees", "funding_range": null, "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://adspirer.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Adspirer is an artificial intelligence advertising platform that connects digital assistant clients to various marketing accounts through a specialized protocol. The tool facilitates campaign management, keyword research, and performance analysis across multiple social media and search networks using natural language commands.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1070, "product": "Adventr", "category": "Marketing & Growth", "subcategory": "Creative & Design", "founded_year": 2021, "employee_range": "11-50 employees", "funding_range": "$5M - $10M", "hq": "New York City", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://adventr.ai/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Adventr is a cloud-based platform that enables users to design, distribute, and analyze interactive videos, incorporating features like voice control, branching narratives, and real-time data integration to enhance audience engagement.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1071, "product": "Adweek", "category": "Marketing & Growth", "subcategory": "Other", "founded_year": 1979, "employee_range": "51-200 employees", "funding_range": null, "hq": "New York, New York", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://adweek.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": 1072, "product": "Adzviser", "category": "Marketing & Growth", "subcategory": "Paid Ads & Attribution", "founded_year": 2022, "employee_range": "2-10 employees", "funding_range": null, "hq": "Los Angeles", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://adzviser.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Adzviser is a web-based advertising intelligence platform that helps marketers discover, monitor, and analyze competitors' ads and creatives across channels to inform campaign strategy.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1073, "product": "Aeroleads", "category": "Marketing & Growth", "subcategory": "Marketing", "founded_year": 2015, "employee_range": "11-50 employees", "funding_range": null, "hq": "San Francisco", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://aeroleads.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Aeroleads is a tool that helps businesses find emails and phone numbers.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1074, "product": "Affinity.co", "category": "Sales & Revenue", "subcategory": "CRM", "founded_year": 2014, "employee_range": "201-500 employees", "funding_range": "$50M - $100M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://affinity.co/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Affinity.co is a AI-powered relationship intelligence platform.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1075, "product": "Agora", "category": "Collaboration & Productivity", "subcategory": "Communication", "founded_year": 2014, "employee_range": "501-1,000 employees", "funding_range": null, "hq": "Santa Clara, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://agora.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Agora provides a platform for integrating real-time voice, video, and messaging functionalities into applications. 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It targets engineering and data teams needing an integrated environment for productionizing ML/AI.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1079, "product": "AI Bees", "category": "Sales & Revenue", "subcategory": "Prospecting & Lead Gen", "founded_year": 2018, "employee_range": "51-200 employees", "funding_range": null, "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://ai-bees.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "AI Bees offers sales and marketing solutions for B2B companies", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1080, "product": "AI Detector Pro", "category": "Engineering & DevOps", "subcategory": "Dev Tools", "founded_year": 2023, "employee_range": "2-10 employees", "funding_range": null, "hq": "Boston, MA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://aidetector.pro/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "AI Detector Pro is a tool that helps users to find and eliminate AI traces in their texts to avoid accusations.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1081, "product": "AI Lawyer", "category": "Legal, Risk & Compliance", "subcategory": "Legal", "founded_year": 2022, "employee_range": "11-50 employees", "funding_range": null, "hq": "Los Angeles, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://ailawyer.pro/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "AI Lawyer is a platform that facilitates legal research across global jurisdictions and simplifies legal documents for better understanding. 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", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1356, "product": "Charm", "category": "Data & Analytics", "subcategory": "Business Intelligence & Dashboards", "founded_year": 2020, "employee_range": "11-50 employees", "funding_range": null, "hq": "New York, NY", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://charm.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Charm is a tool that leverages AI and machine learning technology to offer comprehensive insights into e-commerce stores and amazon seller.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1357, "product": "Charma", "category": "People Ops & Talent", "subcategory": "Performance Management", "founded_year": 2019, "employee_range": "11-50 employees", "funding_range": "$5M - $10M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://charma.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Charma is designed to make team management easier, enabling continuous 1:1 feedback, collaborative meetings, recognition, goal tracking, and workflow management.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1358, "product": "ChartExpo", "category": "Data & Analytics", "subcategory": "Business Intelligence & Dashboards", "founded_year": 2014, "employee_range": "51-200 employees", "funding_range": null, "hq": "Houston, Texas", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://chartexpo.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "ChartExpo is a data visualization tool that simplifies the process of transforming data from spreadsheets into insightful charts. 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Its platform helps contractors, subcontractors, suppliers, and manufacturers streamline bidding and project discovery.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1457, "product": "ContactLevel", "category": "Sales & Revenue", "subcategory": "Prospecting & Lead Gen", "founded_year": 2023, "employee_range": "2-10 employees", "funding_range": null, "hq": "Newport Beach, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://contactlevel.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "ContactLevel is a cloud-based platform that helps teams discover, manage, and engage B2B contacts to support outbound sales and marketing outreach. 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It continuously monitors websites, providing insights and alerts for SEO issues to ensure that websites remain compliant with search engine guidelines. 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The tool converts website content into structured formats including markdown, HTML, and brand assets to provide real-time context for digital agents.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1466, "product": "ContractSafe", "category": "Legal, Risk & Compliance", "subcategory": "Legal", "founded_year": 2015, "employee_range": "51-200 employees", "funding_range": "$25M - $50M", "hq": "Malibu, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://contractsafe.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "ContractSafe is a cloud-based platform that streamlines contract management through secure storage, advanced search capabilities, and automated reminders.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1467, "product": "Control Plane", "category": "Engineering & DevOps", "subcategory": "Cloud Infrastructure", "founded_year": 2019, "employee_range": "11-50 employees", "funding_range": "$10M - $25M", "hq": "Los Angeles, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://controlplane.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Control Plane provides a platform that allows engineering teams to run workloads across multiple cloud providers like AWS, GCP, and Azure. It abstracts Kubernetes complexity to provide a serverless experience with multi-cloud service mesh, automated scaling, and unified observability.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1468, "product": "ConvertKit", "category": "Marketing & Growth", "subcategory": "Email & Marketing Automation", "founded_year": 2013, "employee_range": "51-200 employees", "funding_range": null, "hq": "san francisco", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://convertkit.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "ConvertKit is an email marketing platform that allows users to build and manage email lists, create and send email campaigns, and automate email marketing processes. The platform includes features such as forms, landing pages, email sequencing, and analytics for tracking performance.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1469, "product": "Conveyor", "category": "Legal, Risk & Compliance", "subcategory": "Security Compliance", "founded_year": 2021, "employee_range": "11-50 employees", "funding_range": "$25M - $50M", "hq": "San Francisco, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://conveyor.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Conveyor is a customer trust platform designed to simplify the process of building trust through data security. It allows customers and vendors to share security documents, answer questionnaires, and access security information via a streamlined platform, thus aiming to enhance trustworthiness and speed up sales and engagement processes.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1470, "product": "Convoy", "category": "Engineering & DevOps", "subcategory": "API Development & Management", "founded_year": null, "employee_range": "2-10 employees", "funding_range": "$1M - $5M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://getconvoy.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Convoy provides a webhook gateway for sending and receiving events. The platform includes tools for managing endpoint security, payload signing, and automatic retries to improve the reliability of API and webhook integrations.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1471, "product": "Convrt.ai", "category": "Sales & Revenue", "subcategory": "Sales", "founded_year": 2023, "employee_range": "11-50 employees", "funding_range": null, "hq": "New York, NY", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://convrt.ai/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Convrt.ai is an AI-powered social selling platform that helps sales and marketing teams identify and engage potential customers across various social media channels. It offers features such as lead identification, automated engagement, and multi-channel outreach to enhance sales conversions. ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1472, "product": "Cooby", "category": "Sales & Revenue", "subcategory": "Sales Engagement", "founded_year": 2022, "employee_range": "11-50 employees", "funding_range": "$1M - $5M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://cooby.co/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Cooby is a platform that provides tools for managing and organizing communication within messaging apps, with a focus on WhatsApp. It allows users to categorize conversations, set reminders, and manage follow-ups within the messaging interface. The platform aims to enable users to organize chats into different categories and track conversations. Cooby integrates with existing messaging apps, allow", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1473, "product": "CookiePro by OneTrust", "category": "Legal, Risk & Compliance", "subcategory": "Legal", "founded_year": 2016, "employee_range": "1,001-5,000 employees", "funding_range": "$100M - $250M", "hq": "Atlanta, Georgia", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://cookiepro.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "CookiePro by OneTrust is a platform designed to assist organizations in managing their website's cookie compliance and consent in line with global privacy laws such as the General Data Protection Regulation (GDPR), California Consumer Privacy Act (CCPA), and others. 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", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1524, "product": "D-ID", "category": "Legal, Risk & Compliance", "subcategory": "Privacy & Data Compliance", "founded_year": 2017, "employee_range": "51-200 employees", "funding_range": "$25M - $50M", "hq": "New York City, New York", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://d-id.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "D-ID is a software development company that specializes in privacy protection and image and video de-identification technologies. ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1525, "product": "Dacast", "category": "Marketing & Growth", "subcategory": "Other", "founded_year": 2008, "employee_range": "11-50 employees", "funding_range": null, "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://dacast.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Dacast is a video streaming platform that provides live and on-demand video hosting, transcoding, monetization, and analytics, supporting various video formats and devices.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1526, "product": "Dagster", "category": "Data & Analytics", "subcategory": "ETL & Data Pipelines", "founded_year": 2018, "employee_range": "51-200 employees", "funding_range": "$25M - $50M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://dagster.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Dagster Cloud is an enterprise orchestration platform focusing on developer experience. 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$5M", "hq": "San Francisco", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://dittowords.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Ditto is a web app that centralizes product copy management, enabling teams to sync text across design and development tools, with API access for automation.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1600, "product": "Divimode", "category": "Marketing & Growth", "subcategory": "Website & Landing Pages", "founded_year": 2019, "employee_range": "2-10 employees", "funding_range": null, "hq": "USA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://divimode.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Divimode is a complete design framework that allows to design and customize websites.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1601, "product": "dlvr.it", "category": "Marketing & Growth", "subcategory": "Social Media Management", "founded_year": 2010, "employee_range": "11-50 employees", "funding_range": null, "hq": "Portland, OR", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://dlvrit.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "dlvr.it is a social media automation tool that auto-posts content from RSS feeds to platforms like Facebook and Twitter, requiring user account integration.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1602, "product": "DNS Made Easy", "category": "IT & Security", "subcategory": "Network & VPN", "founded_year": 2001, "employee_range": "11-50 employees", "funding_range": null, "hq": "Reston, VA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://dnsmadeeasy.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": 1603, "product": "DNSFilter", "category": "IT & Security", "subcategory": "Infrastructure", "founded_year": 2015, "employee_range": "51-200 employees", "funding_range": "$25M - 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It generates polished, app-tailored content for users with minimal writing required.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1608, "product": "DocSpring", "category": "Engineering & DevOps", "subcategory": "API Development & Management", "founded_year": 2017, "employee_range": "2-10 employees", "funding_range": null, "hq": "Newark, Delaware", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://docspring.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "DocSpring is a tool designed for developers to simplify the process of filling out PDF forms. The platform offers an API that enables users to upload PDF templates and automatically import fields from fillable forms. 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It streamlines the extraction of data from various types of documents, such as invoices, receipts, and forms.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1610, "product": "Docugen", "category": "Collaboration & Productivity", "subcategory": "Document Collaboration", "founded_year": 2020, "employee_range": "2-10 employees", "funding_range": "Under $1M", "hq": "Beaverton, Oregon", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://docugen.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Docugen is a cloud document generation and automation platform that creates PDFs and other documents from templates via API and integrations, enabling automated assembly of contracts, invoices, proposals and reports.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1611, "product": "Docupilot", "category": "Collaboration & Productivity", "subcategory": "Document Collaboration", "founded_year": 2018, "employee_range": "2-10 employees", "funding_range": null, "hq": "Dover, Delaware", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://docupilot.app/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Docupilot is a document generation and automation service that uses predefined or custom templates aiming to simplify the creation, sharing, and automation of documents with features like dynamic tables, conditionals, variables, and loops.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1612, "product": "Dodo Payments", "category": "Finance & Accounting", "subcategory": "Billing & Subscriptions", "founded_year": 2024, "employee_range": "51-200 employees", "funding_range": "$1M - $5M", "hq": "Dover, County of Kent", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://dodopayments.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Dodo Payments provides a payments and billing platform specifically designed for SaaS, AI, and digital products. Operating as a Merchant of Record, it handles global tax compliance, usage-based billing, subscriptions, and fraud protection.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1613, "product": "dofollow.com", "category": "Marketing & Growth", "subcategory": "SEO & Content Optimization", "founded_year": 2018, "employee_range": "11-50 employees", "funding_range": null, "hq": "Wilmington, Delaware", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://dofollow.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": 1614, "product": "DoiT International", "category": "Engineering & DevOps", "subcategory": "Cloud Infrastructure", "founded_year": 2011, "employee_range": "501-1,000 employees", "funding_range": null, "hq": "Santa Clara, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://doit.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": 1615, "product": "DOKKA", "category": "Finance & Accounting", "subcategory": "Accounts Payable", "founded_year": 2017, "employee_range": "51-200 employees", "funding_range": "$1M - $5M", "hq": "New York", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://dokka.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "DOKKA provides a platform focused on streamlining accounts payable processes through the automation of invoice processing, approval workflows, and 3-way matching. 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Their offerings include hardware appliances, software platforms, and subscription-based threat intelligence and security services.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1818, "product": "Fortra", "category": "IT & Security", "subcategory": "Other", "founded_year": 2022, "employee_range": "1,001-5,000 employees", "funding_range": null, "hq": "Eden Prairie, Minnesota", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://goanywhere.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Fortra is a cybersecurity platform recognized for its leadership in safeguarding organizations' crucial data and infrastructure from a wide range of cyber threats and vulnerabilities. The platform offers a comprehensive suite of security solutions and services to help businesses and institutions bolster their digital defenses and ensure the integrity, confidentiality, and availability of sensitive", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1819, "product": "FOSSA", "category": "IT & Security", "subcategory": "Other", "founded_year": 2015, "employee_range": "51-200 employees", "funding_range": "$5M - $10M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://fossa.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "FOSSA is a platform that provides open source vulnerability management and license compliance solutions. 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", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1970, "product": "Hathaway & Kunz", "category": "Legal, Risk & Compliance", "subcategory": "Legal Research & Practice", "founded_year": 1975, "employee_range": "11-50 employees", "funding_range": null, "hq": "Cheyenne, Wyoming", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://hkwyolaw.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": 1971, "product": "hCaptcha", "category": "IT & Security", "subcategory": "Other", "founded_year": 2018, "employee_range": "51-200 employees", "funding_range": null, "hq": "Miami", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://hcaptcha.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "hCaptcha is a bot mitigation service that processes user interactions to prevent automated abuse, requiring minimal data retention and ensuring compliance with privacy regulations.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1972, "product": "Headliner", "category": "Marketing & Growth", "subcategory": "Creative & Design", "founded_year": 2018, "employee_range": "2-10 employees", "funding_range": null, "hq": "New York", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://headliner.app/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Headliner is a video editor that enables users to transform audio content into videos suitable for social media platforms. 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It offers tools like revenue-tracked heatmaps, scrollmaps, and screen recordings, along with features to enhance website speed.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1975, "product": "Height", "category": "Collaboration & Productivity", "subcategory": "Project Management", "founded_year": 2018, "employee_range": "11-50 employees", "funding_range": "$10M - $25M", "hq": "New York, New york", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://height.app/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Height is a project management tool that includes real-time tasks, chat, and customization.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1976, "product": "Helicone.ai", "category": "Marketing & Growth", "subcategory": "Design", "founded_year": 2023, "employee_range": "2-10 employees", "funding_range": "$1M - $5M", "hq": "San Francisco", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://helicone.ai/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Helicone.ai is a developer-centric platform designed to track, visualize, and optimize Latent Language Model (LLM) usage, latency, and costs. This tool enables organizations to get actionable insights into their LLM applications, facilitating monitoring of latency metrics, detailed cost analytics, and more.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1977, "product": "Helius", "category": "Engineering & DevOps", "subcategory": "Hosting & Deployment", "founded_year": 2022, "employee_range": "11-50 employees", "funding_range": "$50M - $100M", "hq": "Remote", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://helius.dev/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Helius provides a suite of tools for developing on the Solana blockchain. It offers reliable RPC nodes, APIs, webhooks, and data streaming services tailored to enhance application performance and streamline development processes on Solana. Helius focuses on facilitating efficient data handling and transaction processing, supporting applications in DeFi, NFTs, and more.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1978, "product": "Hellobar", "category": "Marketing & Growth", "subcategory": "Website & Landing Pages", "founded_year": 2011, "employee_range": "2-10 employees", "funding_range": null, "hq": "La Jolla, , CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://hellobar.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Hellobar is a platform that specializes in website optimization and lead generetion.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1979, "product": "HelloFax", "category": "Legal, Risk & Compliance", "subcategory": "Other", "founded_year": 2010, "employee_range": "11-50 employees", "funding_range": null, "hq": "san francisco", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://hellofax.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Hellofax is an online fax service that allows users to send and receive faxes electronically via the cloud. Faxes are sent as PDF files, ensuring secure and confidential transmission.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1980, "product": "Help A Reporter", "category": "Marketing & Growth", "subcategory": "Other", "founded_year": null, "employee_range": null, "funding_range": null, "hq": "Boston, Massachusetts", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://helpareporter.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": 1981, "product": "HelpCrunch", "category": "Customer Success & Support", "subcategory": "Live Chat & Messaging", "founded_year": 2016, "employee_range": "11-50 employees", "funding_range": "Under $1M", "hq": "Wilmington, Delaware", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://helpcrunch.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "HelpCrunch is a SaaS platform offering live chat, email marketing automation, and help desk functionalities. It enables real-time customer engagement, automates email campaigns, and centralizes support inquiries. The platform supports integration with websites and mobile applications via JavaScript and mobile SDKs.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1982, "product": "Helpshift", "category": "Customer Success & Support", "subcategory": "Live Chat & Messaging", "founded_year": 2011, "employee_range": "51-200 employees", "funding_range": "$10M - $25M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://helpshift.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Helpshift is an AI-powered customer service platform that streamlines customer support operations, enabling businesses to provide efficient issue resolution and user engagement through automation and in-app messaging.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1983, "product": "Helpwise", "category": "Customer Success & Support", "subcategory": "Helpdesk & Ticketing", "founded_year": 2019, "employee_range": "11-50 employees", "funding_range": null, "hq": "Palo Alto, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://helpwise.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Helpwise offers a shared inbox for team email accounts and live chat services.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1984, "product": "Heroic Labs", "category": "Engineering & DevOps", "subcategory": "Hosting & Deployment", "founded_year": 2015, "employee_range": "51-200 employees", "funding_range": "Under $1M", "hq": "san francisco", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://heroiclabs.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": 1985, "product": "Heroku", "category": "Engineering & DevOps", "subcategory": "Hosting & Deployment", "founded_year": 2007, "employee_range": "201-500 employees", "funding_range": "$10M - $25M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://heroku.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": 1986, "product": "Hexact", "category": "Data & Analytics", "subcategory": "Business Intelligence & Dashboards", "founded_year": 2019, "employee_range": "11-50 employees", "funding_range": "Under $1M", "hq": "Hallandale Beach, Florida", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://hexact.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Hexact offers no-code, point-and-click business intelligence solutions, designed to simplify data analysis and decision-making processes for businesses. The platform focuses on user-friendly interfaces to enable efficient and accessible data handling without the need for coding expertise.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1987, "product": "Hexillion", "category": "IT & Security", "subcategory": "SIEM & Threat Detection", "founded_year": null, "employee_range": "2-10 employees", "funding_range": null, "hq": "Plano, Texas", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://hexillion.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Hexillion (hexillion.com) provides a suite of network diagnostic, open-source intelligence (OSINT), and unified Whois API tools (including the foundational network service platform CentralOps.net). The platform allows users to query domain registries, DNS networks, and IP address routes to troubleshoot connectivity issues, check domain availability, validate emails, and investigate cybersecurity t", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1988, "product": "Higher logic vanilla", "category": "Customer Success & Support", "subcategory": "Community Platforms", "founded_year": 2007, "employee_range": "201-500 employees", "funding_range": "$50M - $100M", "hq": "Arlington, Virginia", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vanilla.higherlogic.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Higher logic vanilla provides a forum software that helps companies engage their audience.\n", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1989, "product": "HigherGov", "category": "Sales & Revenue", "subcategory": "Prospecting & Lead Gen", "founded_year": 2022, "employee_range": "2-10 employees", "funding_range": null, "hq": "New York, New York", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://highergov.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "HigherGov is a platform that provides tools for analyzing and managing government contracting opportunities. It offers features for tracking contracts, identifying prospects, and evaluating competition within the government procurement process.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 1990, "product": "highlight.io", "category": "Engineering & DevOps", "subcategory": "Observability & Monitoring", "founded_year": 2020, "employee_range": "501-1,000 employees", "funding_range": "$5M - $10M", "hq": "san francisco", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://highlight.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "highlight.io is a monitoring platform designed for developers. It's an open-source tool that provides full-stack visibility into applications. 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By integrating attribution, lift analysis, and marketing mix modeling, it offers a unified measurement stack that ensures businesses have an understanding of their marketing performance.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2004, "product": "Hoefler & Co", "category": "Marketing & Growth", "subcategory": "Creative & Design", "founded_year": 1989, "employee_range": "11-50 employees", "funding_range": null, "hq": "New York", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://typography.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": 2005, "product": "Holiday API", "category": "Engineering & DevOps", "subcategory": "Dev Tools", "founded_year": 2015, "employee_range": null, "funding_range": null, "hq": "Austin", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://holidayapi.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Holiday API is a platform that provides access to holiday and observance data from around the world through an API.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2006, "product": "Hologram", "category": "IT & Security", "subcategory": "Network & VPN", "founded_year": 2013, "employee_range": "51-200 employees", "funding_range": null, "hq": "Chicago, Illinois", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://hologram.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Hologram provides a global IoT SIM and connectivity platform that enables devices to switch carriers automatically, ensuring 99.95% uptime and supporting 2G to 5G networks.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2007, "product": "Homebase", "category": "People Ops & Talent", "subcategory": "HRIS & Core HR", "founded_year": 2014, "employee_range": "201-500 employees", "funding_range": null, "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://joinhomebase.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Homebase is a cloud-based platform that integrates employee scheduling, time tracking, and team communication tools. 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Media owners leverage the platform to enhance audience engagement on their sites.\n", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2520, "product": "Outerbase", "category": "Data & Analytics", "subcategory": "Business Intelligence & Dashboards", "founded_year": 2022, "employee_range": "2-10 employees", "funding_range": null, "hq": "Remote", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://outerbase.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Outerbase allows users to interact with databases using an AI-powered platform, enabling simplified querying, visualization, and data management across SQL and NoSQL databases.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2521, "product": "Outplay", "category": "Sales & Revenue", "subcategory": "Sales Engagement", "founded_year": 2019, "employee_range": "51-200 employees", "funding_range": "$5M - $10M", "hq": "Wilmington, Delaware", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://outplayhq.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Outplay is a customer engagement platform designed to help sales and marketing teams engage with prospects and customers more effectively. 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It includes features for CRM, subscription billing, customer communication, and analytics, all integrated into a single platform for streamlined management.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2525, "product": "Owler", "category": "Sales & Revenue", "subcategory": "Prospecting & Lead Gen", "founded_year": 2011, "employee_range": "201-500 employees", "funding_range": "$1M - $5M", "hq": "Redwood City, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://owler.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": 2526, "product": "OwnData", "category": "IT & Security", "subcategory": "Other", "founded_year": 2019, "employee_range": "501-1,000 employees", "funding_range": "$100M - $250M", "hq": "Englewood Cliffs, New Jersey", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://owndata.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "OwnData provides a data management platform for SaaS applications. It focuses on data backup and recovery, security, archiving, and seeding for sandbox environments. The platform helps ensure data availability, compliance, and security, while also enabling efficient data handling for development and testing.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2527, "product": "OwnerRez", "category": "Operations & Supply Chain", "subcategory": "Other", "founded_year": 2009, "employee_range": "11-50 employees", "funding_range": null, "hq": "Cheyenne, WY", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://ownerrez.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "OwnerRez is a vacation rental management software that integrates channel management, CRM, accounting, and messaging, supporting multiple payment methods and property integrations.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2528, "product": "OWOX", "category": "Data & Analytics", "subcategory": "ETL & Data Pipelines", "founded_year": 2002, "employee_range": "11-50 employees", "funding_range": null, "hq": "WALNUT, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://owox.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": 2529, "product": "Oz Robotics", "category": "Operations & Supply Chain", "subcategory": "Procurement", "founded_year": null, "employee_range": "2-10 employees", "funding_range": null, "hq": "New York, NY", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://ozrobotics.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": 2530, "product": "Paage.io", "category": "Operations & Supply Chain", "subcategory": "Shipping & Logistics", "founded_year": 2020, "employee_range": "2-10 employees", "funding_range": null, "hq": "Menlo Park, Ca", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://paage.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Paage.io is a platform that offers tools for managing the delivery and logistics processes. 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", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2576, "product": "Peoplevine", "category": "Sales & Revenue", "subcategory": "CRM", "founded_year": 2013, "employee_range": "11-50 employees", "funding_range": null, "hq": "Chicago, IL", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://peoplevine.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Peoplevine is a Member Experience + CRM Platform to facilitate digital member experiences with self-service tools to collect & connect data.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2577, "product": "Pepper Content", "category": "Marketing & Growth", "subcategory": "Creative & Design", "founded_year": 2017, "employee_range": "201-500 employees", "funding_range": null, "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://peppercontent.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Pepper is a platform that handles everything from content ideation to delivery.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2578, "product": "Percy", "category": "Engineering & DevOps", "subcategory": "Testing & QA", "founded_year": 2015, "employee_range": "2-10 employees", "funding_range": null, "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://percy.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Percy is a visual testing and review platform.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2579, "product": "Perforce Software", "category": "Engineering & DevOps", "subcategory": "Version Control & Code Hosting", "founded_year": 1995, "employee_range": "1,001-5,000 employees", "funding_range": null, "hq": "Minneapolis, MN", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://perforce.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Perforce Software offers an industry flexible and scalable collaboration and version control platform.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2580, "product": "PerformYard", "category": "People Ops & Talent", "subcategory": "Performance Management", "founded_year": 2013, "employee_range": "51-200 employees", "funding_range": "$50M - $100M", "hq": "Arlington, VA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://www.performyard.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "PerformYard is a cloud-based performance management platform that helps organizations run performance reviews, continuous feedback, goal tracking, and calibration. 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", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2616, "product": "PlayFab", "category": "Engineering & DevOps", "subcategory": "Cloud Infrastructure", "founded_year": 2014, "employee_range": null, "funding_range": null, "hq": "Redmond, Washington", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://playfab.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "PlayFab is a SaaS product offering comprehensive online services for game developers. 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It provides a comprehensive suite of tools for survey creation, data analysis, and insights generation to enhance the overall experience.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2725, "product": "Qualys", "category": "IT & Security", "subcategory": "SIEM & Threat Detection", "founded_year": 1999, "employee_range": "1,001-5,000 employees", "funding_range": "$5M - $10M", "hq": "Foster City, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://qualys.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Qualys is a cybersecurity company offering the Enterprise TruRisk Platform, which unifies various security applications. This platform includes tools for asset management, vulnerability management, breach detection, threat response, and compliance monitoring, among others.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2726, "product": "Quantive", "category": "People Ops & Talent", "subcategory": "Performance Management", "founded_year": 2015, "employee_range": "51-200 employees", "funding_range": "$100M - $250M", "hq": "Denver, Colorado", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://quantive.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Quantive provides a strategy execution platform that enables organizations to develop and implement strategies through the use of Objectives and Key Results (OKRs). 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", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2796, "product": "RescueTime", "category": "Collaboration & Productivity", "subcategory": "Other", "founded_year": 2008, "employee_range": "11-50 employees", "funding_range": "Under $1M", "hq": "Seattle, WA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rescuetime.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "RescueTime is a time management and analytics tool that helps individuals and teams understand their daily habits, block distractions, and improve productivity and focus. 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The platform integrates various applications like QuickBooks, providing added security and productivity benefits. 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This includes real-time video access, notifications, Control Centre settings, and account management tools.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2818, "product": "Riot", "category": "IT & Security", "subcategory": "Other", "founded_year": 2020, "employee_range": "51-200 employees", "funding_range": "$50M - $100M", "hq": "San Francisco", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://tryriot.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Riot is a platform designed to prepare teams for cyber attacks by enhancing cybersecurity awareness and skills. It employs simulations to teach about phishing and other security threats, offering a hands-on learning experience. 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It provides automated coaching tools, helpdesk integrations, and deep performance insights to help organizations transform raw support data into actionable strategies for improving customer satisfaction.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2821, "product": "Rise Vision", "category": "Marketing & Growth", "subcategory": "Creative & Design", "founded_year": 1992, "employee_range": "11-50 employees", "funding_range": null, "hq": "Shawnee, KS", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://risevision.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Rise Vision is a cloud-based digital signage solution that helps small to large businesses create, manage, deploy presentations, images, videos and other content for digital signage.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2822, "product": "Rival IQ", "category": "Marketing & Growth", "subcategory": "Social Media Management", "founded_year": 2013, "employee_range": "11-50 employees", "funding_range": "Under $1M", "hq": "Seattle, Washington", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rivaliq.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Rival IQ is a web-based analytics tool that tracks social media metrics across platforms, providing competitive insights and customizable reports.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2823, "product": "Rivery", "category": "Data & Analytics", "subcategory": "ETL & Data Pipelines", "founded_year": 2017, "employee_range": "51-200 employees", "funding_range": "$25M - $50M", "hq": "New York, New York", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rivery.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Rivery is a data integration and ETL platform designed to assist businesses in collecting, managing, and transforming data from diverse sources into a cohesive and actionable format.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2824, "product": "Roam Research", "category": "Collaboration & Productivity", "subcategory": "Note-Taking", "founded_year": 2019, "employee_range": "11-50 employees", "funding_range": "$5M - $10M", "hq": "san francisco", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://roamresearch.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Roam Research is a tool that offers services for notetaking and graph databases.\n", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2825, "product": "Robin", "category": "Collaboration & Productivity", "subcategory": "Scheduling & Calendar", "founded_year": 2014, "employee_range": "51-200 employees", "funding_range": null, "hq": "Boston, Massachusetts", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://robinpowered.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Robin is a platform to assist organizations in managing and optimizing their workspace utilization. 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", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2828, "product": "Roboflow", "category": "AI Platforms & Model Ops", "subcategory": "ML Ops & Model Training", "founded_year": 2019, "employee_range": "51-200 employees", "funding_range": "$50M - $100M", "hq": "Remote", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://roboflow.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Roboflow is a platform that provides tools for building and deploying computer vision models. It offers functionalities for data labeling, model training, and deployment, enabling users to develop and integrate image recognition and object detection capabilities into their applications.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2829, "product": "RoboForm", "category": "IT & Security", "subcategory": "Password & Secrets Management", "founded_year": 2000, "employee_range": "51-200 employees", "funding_range": null, "hq": "Fairfax, Virginia", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://roboform.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "RoboForm is a password management tool that securely stores and auto-fills passwords and forms, supports 2FA, and encrypts data with AES256.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2830, "product": "Roche Bros", "category": "Unknown", "subcategory": "Other", "founded_year": 1952, "employee_range": "5,001-10,000 employees", "funding_range": null, "hq": "Mansfield, Massachusetts", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rochebros.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": 2831, "product": "Rochen", "category": "Engineering & DevOps", "subcategory": "Hosting & Deployment", "founded_year": 2003, "employee_range": "11-50 employees", "funding_range": null, "hq": "Dallas, Texas", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rochen.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": 2832, "product": "Rocket Lawyer", "category": "Legal, Risk & Compliance", "subcategory": "E-Signature & Contracts", "founded_year": 2008, "employee_range": "201-500 employees", "funding_range": "$100M - $250M", "hq": "San Francisco, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rocketlawyer.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": 2833, "product": "Rocket Travel by Agoda", "category": "Operations & Supply Chain", "subcategory": "Other", "founded_year": null, "employee_range": "201-500 employees", "funding_range": "$5M - $10M", "hq": "Chicago, IL", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rockettravel.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": 2834, "product": "Rocket.net", "category": "Engineering & DevOps", "subcategory": "Hosting & Deployment", "founded_year": 2020, "employee_range": "11-50 employees", "funding_range": null, "hq": "Jupiter, Florida", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rocket.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": 2835, "product": "RocketDevs", "category": "People Ops & Talent", "subcategory": "Recruiting & ATS", "founded_year": null, "employee_range": "2-10 employees", "funding_range": null, "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rocketdevs.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "RocketDevs operates as a recruitment platform that connects startups with pre-vetted software engineers. The tool provides a matching service to help companies hire full-time or part-time developers for various technical stacks.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2836, "product": "Rocketium", "category": "Marketing & Growth", "subcategory": "Creative & Design", "founded_year": 2015, "employee_range": "51-200 employees", "funding_range": "$5M - $10M", "hq": "New York City, New York", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rocketium.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Rocketium is a platform that offers video creation and automation tools. It is designed to help users create professional-looking videos for various purposes, including marketing, social media, education, and more. Users can leverage Rocketium to streamline the video creation process, add customization, and incorporate elements like text, images, and music into their videos.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2837, "product": "Rockset", "category": "Data & Analytics", "subcategory": "Data Warehouses", "founded_year": 2016, "employee_range": "51-200 employees", "funding_range": "$25M - $50M", "hq": "San Mateo, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rockset.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Rockset is a cloud-native search and analytics database that empowers users to build real-time analytics applications at scale. With its real-time indexing capabilities and full-featured SQL support for JSON, time series, geospatial, and vector data, Rockset offers a powerful solution for organizations seeking to perform advanced analytics and search operations in the cloud.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2838, "product": "Roller", "category": "Operations & Supply Chain", "subcategory": "ERP", "founded_year": 2010, "employee_range": "201-500 employees", "funding_range": "$100M - $250M", "hq": "Austin, Texas", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://roller.software/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "ROLLER is a cloud-based venue management platform for attractions, integrating POS, online ticketing, CRM, memberships, waivers, and reporting. It offers REST and Data APIs for real-time booking management and data extraction. ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2839, "product": "RollerAds", "category": "Marketing & Growth", "subcategory": "Paid Ads & Attribution", "founded_year": null, "employee_range": "51-200 employees", "funding_range": null, "hq": "Wilmington, DE", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rollerads.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": 2840, "product": "Rooster", "category": "People Ops & Talent", "subcategory": "Other", "founded_year": 2019, "employee_range": "11-50 employees", "funding_range": "$5M - $10M", "hq": "San Francisco , California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rooster.us/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Rooster Technology offers a platform for managing workforce scheduling and communication", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2841, "product": "Rootly", "category": "Engineering & DevOps", "subcategory": "Observability & Monitoring", "founded_year": 2020, "employee_range": "51-200 employees", "funding_range": null, "hq": "San Francisco, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rootly.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Rootly is a incident and on‑call management platform that automates incident detection, response orchestration, and post‑incident retrospectives from within collaboration tools like Slack or Microsoft Teams ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2842, "product": "ROSTR", "category": "Data & Analytics", "subcategory": "Other", "founded_year": 2019, "employee_range": "11-50 employees", "funding_range": null, "hq": "Los Angeles, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://hq.rostr.cc/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "ROSTR is a data-platform and directory for music-industry professionals that aggregates artist rosters, company-staff relationships, tour & festival data, job listings and signings insights to support networking and discovery within the industry. ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2843, "product": "Row Zero", "category": "Data & Analytics", "subcategory": "Business Intelligence & Dashboards", "founded_year": 2022, "employee_range": "11-50 employees", "funding_range": "$10M - $25M", "hq": "Seattle, WA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rowzero.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Row Zero is a spreadsheet platform that enables users to perform large-scale data analysis by connecting directly to databases, importing big datasets, running formulae and visualizations, and enforcing data governance controls. It merges spreadsheet interactivity with enterprise security features to allow teams to work with live data without exporting CSVs or relying on desktop tools.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2844, "product": "RPG SqFt Solutions", "category": "Operations & Supply Chain", "subcategory": "Other", "founded_year": 1991, "employee_range": "11-50 employees", "funding_range": null, "hq": "Jessup, MD", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rpg.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": 2845, "product": "RSVPify", "category": "Marketing & Growth", "subcategory": "Website & Landing Pages", "founded_year": 2013, "employee_range": "11-50 employees", "funding_range": null, "hq": "Chicago, Illinois", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://rsvpify.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "RSVPify is an online platform that enables users to create customized event registration forms, manage guest lists, and handle ticket sales. 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Its primary focus lies in providing users with invaluable insights and data to improve app performance, understand app store trends, stay competitive, and optimize their mobile applications effectively. 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It enables recruiters and HR teams to search for and communicate with potential hires from multiple data sources through a unified interface.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2932, "product": "ServerPilot", "category": "IT & Security", "subcategory": "Infrastructure", "founded_year": 2012, "employee_range": "11-50 employees", "funding_range": null, "hq": "Seattle, WA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://serverpilot.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "ServerPilot is a SaaS product designed to streamline the hosting of PHP sites on cloud providers such as DigitalOcean. 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The platform enables developers to integrate programmable messaging capabilities into applications and manage communications through a unified API.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 2990, "product": "SkySuite", "category": "Data & Analytics", "subcategory": "ETL & Data Pipelines", "founded_year": 2023, "employee_range": "2-10 employees", "funding_range": null, "hq": "New York, NY", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://skysuite.ai/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "SkySuite is a powerful Excel extension that enhances your Excel experience. 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It supports various game engines and allows features like mesh deformation, inverse kinematics, and procedural animation. It is used for creating dynamic and intricate game animations.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3060, "product": "Spiral.ad", "category": "Marketing & Growth", "subcategory": "Paid Ads & Attribution", "founded_year": 2025, "employee_range": "2-10 employees", "funding_range": null, "hq": "Dover, Delaware", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://spiral.ad/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Spiral.ad offers creative intelligence, competitor tracking, and AI-driven ad creation tools through paid online subscriptions. Users access the features, tools, and API workflows directly through a web browser rather than downloading locally installed software.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3061, "product": "Splash ID", "category": "IT & Security", "subcategory": "Password & Secrets Management", "founded_year": 2004, "employee_range": null, "funding_range": null, "hq": "Los Gatos, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://splashid.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "SplashID Pro 9 is a password management application that stores and encrypts user credentials and sensitive data, supporting cloud sync and automated backups.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3062, "product": "Spoke Phone ", "category": "Collaboration & Productivity", "subcategory": "Communication", "founded_year": 2007, "employee_range": "201-500 employees", "funding_range": null, "hq": "New York, New York", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://spokephone.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Spoke Phone develops next-generation mobile VoIP platform for service providers.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3063, "product": "Spokn", "category": "People Ops & Talent", "subcategory": "Employee Engagement", "founded_year": 2020, "employee_range": "11-50 employees", "funding_range": "$1M - $5M", "hq": "New York, NY", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://getspokn.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Spokn is a video creation platform enabling users to produce branded videos for internal communications, requiring no editing skills, with a focus on employee engagement and storytelling.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3064, "product": "spoonacular API", "category": "Engineering & DevOps", "subcategory": "API Development & Management", "founded_year": 2013, "employee_range": "2-10 employees", "funding_range": null, "hq": "Michigan City, IN", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://spoonacular.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "spoonacular API provides a RESTful API that delivers recipe data, ingredient details, nutritional information, and grocery item metadata through URL‑based requests. 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It provides tools for managing, optimizing, and analyzing customer interactions to help businesses improve their customer experience strategies.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3072, "product": "Sprintful", "category": "Collaboration & Productivity", "subcategory": "Project Management", "founded_year": 2013, "employee_range": "1,001-5,000 employees", "funding_range": "$100M - $250M", "hq": "Charlotte, NC", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://sprintful.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Sprintful is a platform that provides comprehensive appointment scheduling software ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3073, "product": "Sprinto", "category": "Collaboration & Productivity", "subcategory": "Project Management", "founded_year": 2020, "employee_range": "201-500 employees", "funding_range": "$25M - $50M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://sprinto.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Sprinto is a compliance automation platform designed for cloud-hosted B2B SaaS companies. 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It supports QuickBooks and Xero, ensuring accurate bookkeeping and financial reporting, multi-currency handling, and compliance with regulations. 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It provides tools for managing local listings, monitoring online reputation, and search visibility. ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3170, "product": "SysCloud", "category": "IT & Security", "subcategory": "Infrastructure", "founded_year": 2013, "employee_range": "51-200 employees", "funding_range": null, "hq": "Red Bank, New Jersey", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://syscloud.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "SysCloud provides cloud data protection and backup solutions for SaaS applications. 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", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3178, "product": "Tagembed", "category": "Marketing & Growth", "subcategory": "Social Media Management", "founded_year": 2019, "employee_range": "2-10 employees", "funding_range": null, "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://tagembed.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Tagembed is a platform that enables users to aggregate, organize, and display social media content on websites and other digital platforms. It collects content from various social media channels and allows users to embed this content into their online platforms. 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It allows users to build, test, and iterate on decision models. 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It provides features such as omnichannel support, AI-driven analytics, workforce management, and integrations with CRM systems.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3184, "product": "Talkpal", "category": "People Ops & Talent", "subcategory": "Learning & Development", "founded_year": 2023, "employee_range": "11-50 employees", "funding_range": null, "hq": "Wilmington, Delaware", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://talkpal.ai/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Talkpal provides an AI-powered language learning platform accessible through web and mobile applications. Users can practice languages through text and voice interactions and manage learning progress through the platform.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3185, "product": "Tana", "category": "Collaboration & Productivity", "subcategory": "Knowledge Management", "founded_year": 2020, "employee_range": "11-50 employees", "funding_range": "$10M - $25M", "hq": "Palo Alto", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://tana.inc/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Tana is a workspace platform that allows users to create, organize, and structure notes, tasks, and other information using a system of interconnected nodes and Supertags. It provides tools for capturing, linking, and retrieving data across different contexts, with features for text input, voice memos, and automation.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3186, "product": "Tandem AI", "category": "Collaboration & Productivity", "subcategory": "Note-Taking", "founded_year": 2024, "employee_range": "11-50 employees", "funding_range": "$1M - $5M", "hq": "San Francisco", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://usetandem.ai/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Tandem AI is an AI-driven meeting assistant that records meetings, produces transcripts, summaries, and action items, and helps teams capture and share meeting knowledge. 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Its platform helps healthcare organizations analyze clinical and claims data to improve coding accuracy, financial performance, and care outcomes.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3373, "product": "VCV Rack", "category": "Marketing & Growth", "subcategory": "Creative & Design", "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": "https://vcvrack.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": 3374, "product": "Vector Magic", "category": "Marketing & Growth", "subcategory": "Creative & Design", "founded_year": 2007, "employee_range": "2-10 employees", "funding_range": null, "hq": null, "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vectormagic.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Vector Magic is a web and desktop application that converts bitmap images (JPG, PNG, BMP, GIF) to vector formats (SVG, EPS, PDF, AI, DXF) with a maximum input size of 1MP.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3375, "product": "Vectorworks", "category": "Collaboration & Productivity", "subcategory": "Other", "founded_year": 1985, "employee_range": "201-500 employees", "funding_range": null, "hq": "Columbia, Maryland", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vectorworks.net/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Vectorworks is a software solution for design and drafting, commonly used in industries such as architecture, landscape architecture, and entertainment design. It offers tools for 2D drafting, 3D modeling, and other design-related tasks.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3376, "product": "Veeam Software", "category": "IT & Security", "subcategory": "Other", "founded_year": null, "employee_range": "5,001-10,000 employees", "funding_range": "$250M+", "hq": "Seattle, WA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://veeam.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Veeam Software provides backup, recovery and data management software for virtual, physical and cloud environments, enabling data protection, disaster recovery and cloud data mobility. 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It addresses challenges in obtaining and producing testimonial videos by facilitating remote recording and automating editing processes. ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3413, "product": "Vocera", "category": "Collaboration & Productivity", "subcategory": "Team Messaging", "founded_year": 2024, "employee_range": "2-10 employees", "funding_range": null, "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vocera.ai/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Vocera is a communication platform aiming to streamline healthcare operations by enabling secure calls, messaging, and information access across devices.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3414, "product": "Vocus", "category": "Sales & Revenue", "subcategory": "Sales Engagement", "founded_year": 2016, "employee_range": "2-10 employees", "funding_range": null, "hq": "Seattle, Washington", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vocus.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Vocus.io is a software company that provides email productivity tools. Its main products include Campaigns and Inbox. The Campaigns tool enables users to send personalized mass email campaigns with automation and analytics, while the Inbox tool enhances Gmail and Google Suite with features like email tracking, follow-ups, CRM integration, and team collaboration.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3415, "product": "Voice123", "category": "Marketing & Growth", "subcategory": "Creative & Design", "founded_year": 2003, "employee_range": "11-50 employees", "funding_range": null, "hq": "SAN FRANCISCO, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://voice123.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": 3416, "product": "VoiceDrop", "category": "Collaboration & Productivity", "subcategory": "Communication", "founded_year": 2023, "employee_range": "11-50 employees", "funding_range": null, "hq": "Pinedale, Wyoming", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://voicedrop.ai/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "VoiceDrop is a platform that enables businesses to clone a human voice and deliver personalized ringless voicemails at scale. It allows users to import contact lists, schedule voicemail campaigns, integrate with CRMs and automations, and track campaign performance. ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3417, "product": "VoIPVoIP", "category": "Collaboration & Productivity", "subcategory": "Communication", "founded_year": 2005, "employee_range": "2-10 employees", "funding_range": null, "hq": "Sierra Madre, CA, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://voipvoip.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "VoIPVoIP provides cloud phone services including virtual phone numbers, SIP accounts, and outbound calling. It offers number porting and inbound/outbound calling via the web platform/SIP endpoints.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3418, "product": "Voomly", "category": "Marketing & Growth", "subcategory": "Creative & Design", "founded_year": 2012, "employee_range": "2-10 employees", "funding_range": null, "hq": "eagle", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://voomly.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Voomly is a video hosting platform that enables users to create, store, and stream videos in 4K and HDR, with features like interactive funnels, analytics, and customizable players.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3419, "product": "Vouch", "category": "Finance & Accounting", "subcategory": "Other", "founded_year": 2018, "employee_range": "201-500 employees", "funding_range": "$50M - $100M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vouch.us/", "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": 3420, "product": "Voximplant", "category": "Engineering & DevOps", "subcategory": "API Development & Management", "founded_year": 2013, "employee_range": "201-500 employees", "funding_range": "$10M - $25M", "hq": "Palo Alto, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://voximplant.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Voximplant is a communication platform that empowers businesses to integrate voice and video capabilities seamlessly into their applications. With Voximplant, developers can build and deploy communication solutions tailored to their specific needs, enhancing customer engagement and collaboration.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3421, "product": "Voxtelesys", "category": "Engineering & DevOps", "subcategory": "API Development & Management", "founded_year": 2001, "employee_range": "11-50 employees", "funding_range": null, "hq": "Fargo, North Dakota", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://voxtelesys.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Voxtelesys provides SIP trunking services, enabling businesses to route voice communications over the internet. It offers phone number management and voice APIs for integrating communication capabilities into applications. The platform supports businesses in building and maintaining scalable voice communication infrastructure.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3422, "product": "Voyage AI", "category": "AI Platforms & Model Ops", "subcategory": "AI Platform", "founded_year": 2023, "employee_range": "2-10 employees", "funding_range": "$10M - $25M", "hq": "Palo Alto, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://voyageai.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Voyage AI specializes in developing embedding models and rerankers to enhance search and retrieval processes for unstructured data. Their solutions are designed to improve retrieval-augmented generation (RAG) and support large language model (LLM) applications. Voyage AI offers both general-purpose and domain-specific models tailored to various industries. ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3423, "product": "Voyant", "category": "Finance & Accounting", "subcategory": "FP&A & Planning", "founded_year": 2008, "employee_range": "51-200 employees", "funding_range": null, "hq": "Austin, TX", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://planwithvoyant.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Voyant is a financial planning platform that helps individuals and financial advisors create comprehensive financial plans.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3424, "product": "Vozo", "category": "Marketing & Growth", "subcategory": "Creative & Design", "founded_year": 2023, "employee_range": "11-50 employees", "funding_range": null, "hq": "Sunnyvale, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vozo.ai/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Vozo is an AI-driven video editing tool for translating, dubbing, and lip-syncing videos across 30+ languages to support global content creation.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3425, "product": "VPN Unlimited", "category": "IT & Security", "subcategory": "Security", "founded_year": 2013, "employee_range": "51-200 employees", "funding_range": null, "hq": "new york", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vpnunlimited.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "VPN Unlimited is a Virtual Private Network (VPN) service that provides online privacy and security solutions to internet users. VPN Unlimited allows users to create a secure and encrypted connection to the internet, helping protect their online activities from potential surveillance, hackers, and other threats.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3426, "product": "VRBO", "category": "Operations & Supply Chain", "subcategory": "Other", "founded_year": null, "employee_range": null, "funding_range": null, "hq": "Austin, Texas", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vrbo.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": 3427, "product": "Vue Mastery", "category": "People Ops & Talent", "subcategory": "Learning & Development", "founded_year": 2017, "employee_range": "2-10 employees", "funding_range": null, "hq": "Orlando, Florida", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vuemastery.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": 3428, "product": "Vue school", "category": "People Ops & Talent", "subcategory": "Learning & Development", "founded_year": null, "employee_range": "11-50 employees", "funding_range": null, "hq": "Delaware", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vueschool.io/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": null, "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3429, "product": "Vuplex", "category": "Engineering & DevOps", "subcategory": "Developer Tools & IDEs", "founded_year": 2018, "employee_range": "Self-employed", "funding_range": null, "hq": "Chicago, IL", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vuplex.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": 3430, "product": "Vyond", "category": "Marketing & Growth", "subcategory": "Creative & Design", "founded_year": 2007, "employee_range": "51-200 employees", "funding_range": "$50M - $100M", "hq": "San Mateo, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vyond.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Vyond is a video animation software that helps businesses create animated videos for various purposes such as training, marketing, and internal communications. Its main products include Vyond Go, an AI-powered script and video creator, and Vyond Studio, a drag-and-drop video creation and editing platform.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3431, "product": "VyprVPN", "category": "IT & Security", "subcategory": "Security", "founded_year": 2009, "employee_range": "Self-employed", "funding_range": null, "hq": "Miami, Florida", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://vyprvpn.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "VyprVPN is a VPN provider.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3432, "product": "WaiverForever", "category": "Legal, Risk & Compliance", "subcategory": "E-Signature & Contracts", "founded_year": 2011, "employee_range": "11-50 employees", "funding_range": null, "hq": "Bellevue, Washington", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://waiverforever.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "WaiverForever is an online platform that simplifies the process of creating, signing, and managing digital waivers and release of liability forms. It caters to businesses and organizations that require participants to sign waivers, providing a convenient and paperless solution. ", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3433, "product": "WakaTime", "category": "Engineering & DevOps", "subcategory": "Developer Tools & IDEs", "founded_year": 2013, "employee_range": "2-10 employees", "funding_range": null, "hq": "San Francisco, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://wakatime.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "WakaTime provides a time-tracking platform for programmers and teams by capturing data from IDE plug-ins and displaying dashboards and reports. It connects with editors, IDEs and integrations to measure coding activity and project metrics.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3434, "product": "Waldo", "category": "Engineering & DevOps", "subcategory": "Testing & QA", "founded_year": 2018, "employee_range": "11-50 employees", "funding_range": "$10M - $25M", "hq": "Brooklyn, New York", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://waldo.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Waldo is a no-code testing platform for mobile applications, enabling users to create, run, and maintain end-to-end tests directly in their browser. It supports multiple frameworks and integrates with various CI tools.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3435, "product": "Walkme", "category": "Customer Success & Support", "subcategory": "Product Adoption & Onboarding", "founded_year": 2011, "employee_range": "1,001-5,000 employees", "funding_range": "$50M - $100M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://walkme.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "WalkMe is a Digital Adoption Platform that integrates with existing software to provide users with interactive on-screen guidance and support. 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Their solutions help organizations detect fraud, prevent email bounces, and enhance their marketing data.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3449, "product": "WebCEO", "category": "Marketing & Growth", "subcategory": "SEO & Content Optimization", "founded_year": 2000, "employee_range": "51-200 employees", "funding_range": null, "hq": "Sheridan, Wyoming", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://webceo.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "WebCEO is an SEO platform offering 23 online tools for SEO and digital marketing, including rank checking, keyword research, and link management.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3450, "product": "Weblium", "category": "Marketing & Growth", "subcategory": "Website & Landing Pages", "founded_year": 2016, "employee_range": "11-50 employees", "funding_range": null, "hq": "Fort Lauderdale, Florida", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://weblium.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Weblium offers a comprehensive website design platform with universal capabilities.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3451, "product": "Webpushr", "category": "People Ops & Talent", "subcategory": "HR", "founded_year": 2019, "employee_range": "2-10 employees", "funding_range": "$1M - $5M", "hq": "San Jose, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://webpushr.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Webpushr is a platform that enables businesses to send web push notifications to their website visitors, allowing for direct communication even when users are not actively browsing the site. 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Users can create professional websites and integrate marketing tools to grow their businesses.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3453, "product": "Weights & Biases", "category": "AI Platforms & Model Ops", "subcategory": "AI Platform", "founded_year": 2017, "employee_range": "201-500 employees", "funding_range": "$50M - $100M", "hq": "San Francisco, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://wandb.ai/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Weights & Biases is a machine learning platform designed to support and automate key steps in the MLOps life cycle, including experiment tracking, dataset versioning, and model management.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3454, "product": "Wellfound", "category": "People Ops & Talent", "subcategory": "Recruiting & ATS", "founded_year": 2019, "employee_range": "2-10 employees", "funding_range": null, "hq": "San Francisco", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://angel.co/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": null, "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3455, "product": "Wellhub", "category": "People Ops & Talent", "subcategory": "Employee Engagement", "founded_year": 2012, "employee_range": "1,001-5,000 employees", "funding_range": "$50M - $100M", "hq": "New York, NY", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://wellhub.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Wellhub is a platform for corporate wellness and employee benefit administration. 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It offers advanced tools for revenue management and dynamic pricing. By leveraging data-driven strategies, Wheelhouse helps users fine-tune their pricing tactics, increase booking rates, and boost revenue.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3461, "product": "WhenToWork", "category": "People Ops & Talent", "subcategory": "Other", "founded_year": null, "employee_range": "2-10 employees", "funding_range": null, "hq": "TUSTIN, California", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://whentowork.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "WhenToWork is an online employee scheduling platform designed for shift-based businesses, universities, healthcare clinics, and seasonal operations. It simplifies workforce management through drag-and-drop templates, a one-click AutoFill engine that respects employee availability and overtime limits, and self-service mobile apps for staff to view schedules, request time off, and trade shifts.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3462, "product": "Whitepages", "category": "Sales & Revenue", "subcategory": "Prospecting & Lead Gen", "founded_year": 1997, "employee_range": "11-50 employees", "funding_range": "Under $1M", "hq": "Seattle, Washington", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://whitepages.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Whitepages is a platform that help individuals and small businesses contact, vet and verify people.", "metric": "vendor", "month": "2026-10", "value": null, "unit": "percent_of_global_software_spend" }, { "rank": 3463, "product": "WhoisXML API", "category": "IT & Security", "subcategory": "SIEM & Threat Detection", "founded_year": null, "employee_range": "11-50 employees", "funding_range": null, "hq": "Covina, CA", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://whoisxmlapi.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": 3464, "product": "Whole Tomato ", "category": "Engineering & DevOps", "subcategory": "Developer Tools & IDEs", "founded_year": 1997, "employee_range": "11-50 employees", "funding_range": null, "hq": "Austin, TX", "canonical_city": null, "canonical_region": null, "country_code": null, "city_id": null, "rank_change_12m_activity": null, "url": "https://wholetomato.com/", "global_spend_share_pct": null, "global_activity_rank": null, "observation_month": "2026-10", "ranking_basis": "headquarters_vendor_spend_share", "description": "Whole Tomato is the company behind Visual Assist, a productivity tool designed for developers. 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