{
 "source": "Cledara SaaS Market Data",
 "page": "https://data.cledara.com/startups/united-states/boston",
 "updated": "2026-10-26",
 "publicationId": "d92e8c3ee03ce3ecf8b2a02bfa3d684dacc5c44d4e3dec48e3c6c404d63cf520",
 "contentModified": "2026-10-26T22:42:56.084Z",
 "exportVersion": 2,
 "observationThrough": "2026-10",
 "license": "https://creativecommons.org/licenses/by-nc/4.0/",
 "columns": [
  "rank",
  "product",
  "category",
  "subcategory",
  "founded_year",
  "employee_range",
  "funding_range",
  "hq",
  "canonical_city",
  "canonical_region",
  "country_code",
  "city_id",
  "rank_change_12m_activity",
  "url",
  "global_spend_share_pct",
  "global_activity_rank",
  "observation_month",
  "ranking_basis",
  "description"
 ],
 "rows": [
  {
   "rank": 1,
   "product": "SEMRush",
   "category": "Marketing & Growth",
   "subcategory": "Marketing",
   "founded_year": 2008,
   "employee_range": "1,001-5,000 employees",
   "funding_range": "$25M - $50M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -5,
   "url": "https://semrush.com/",
   "global_spend_share_pct": 0.47705333118408616,
   "global_activity_rank": 35,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Semrush helps businesses with SEO, content marketing, competitor research, PPC, and social media marketing by providing a centralized platform to manage their online marketing campaign. Teams can streamline their processes for growth, get quality leads regularly, automate client reporting and pitching, and create white-label client portals."
  },
  {
   "rank": 2,
   "product": "Bullhorn",
   "category": "People Ops & Talent",
   "subcategory": "Recruiting & ATS",
   "founded_year": 1999,
   "employee_range": "1,001-5,000 employees",
   "funding_range": null,
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": 49,
   "url": "https://bullhorn.com/",
   "global_spend_share_pct": 0.4021849619365534,
   "global_activity_rank": 34,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Bullhorn is a software company that offers a range of solutions including an applicant tracking system and customer relationship management system (Bullhorn ATS/CRM) aimed at optimizing the recruitment lifecycle for staffing agencies."
  },
  {
   "rank": 3,
   "product": "Klaviyo",
   "category": "Marketing & Growth",
   "subcategory": "Marketing",
   "founded_year": 2012,
   "employee_range": "1,001-5,000 employees",
   "funding_range": "$250M+",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -23,
   "url": "https://klaviyo.com/",
   "global_spend_share_pct": 0.27438884852885814,
   "global_activity_rank": 107,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Klaviyo is a marketing automation and email platform designed to help grow businesses."
  },
  {
   "rank": 4,
   "product": "LastPass",
   "category": "IT & Security",
   "subcategory": "Security",
   "founded_year": 2008,
   "employee_range": "501-1,000 employees",
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -51,
   "url": "https://lastpass.com/",
   "global_spend_share_pct": 0.14799868235872676,
   "global_activity_rank": 258,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "LastPass is a freemium password manager that stores encrypted passwords online."
  },
  {
   "rank": 5,
   "product": "Lusha",
   "category": "Sales & Revenue",
   "subcategory": "Prospecting & Lead Gen",
   "founded_year": 2016,
   "employee_range": "201-500 employees",
   "funding_range": "$250M+",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -52,
   "url": "https://lusha.com/",
   "global_spend_share_pct": 0.06432693466036363,
   "global_activity_rank": 145,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Lusha is a company that provides a B2B data platform with a focus on helping businesses access accurate and up-to-date contact information for their sales and marketing efforts. Lusha specializes in providing tools for lead enrichment and contact data verification."
  },
  {
   "rank": 6,
   "product": "Logz.io",
   "category": "Engineering & DevOps",
   "subcategory": "Observability & Monitoring",
   "founded_year": 2014,
   "employee_range": "201-500 employees",
   "funding_range": "$10M - $25M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -80,
   "url": "https://logz.io/",
   "global_spend_share_pct": 0.060737423339356875,
   "global_activity_rank": 927,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Logz.io is a cloud-native observability platform that centralizes log, metric, and tracing analytics for monitoring IT environments. It integrates with various systems and supports over 300 integrations, allowing it to collect, process, and store telemetry data for analysis. The platform utilizes open-source technologies such as OpenSearch, Prometheus, and OpenTelemetry."
  },
  {
   "rank": 7,
   "product": "Skedda",
   "category": "Collaboration & Productivity",
   "subcategory": "Scheduling & Calendar",
   "founded_year": 2013,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -10,
   "url": "https://skedda.com/",
   "global_spend_share_pct": 0.03019672879516131,
   "global_activity_rank": 1782,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Skedda is an online workspace management tool offering a customizable booking system. It supports a wide range of use cases, including office and coworking space management, academic and sports venue booking, among others. "
  },
  {
   "rank": 8,
   "product": "Snyk",
   "category": "Engineering & DevOps",
   "subcategory": "Dev Tools",
   "founded_year": 2015,
   "employee_range": "1,001-5,000 employees",
   "funding_range": "$25M - $50M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -32,
   "url": "https://snyk.io/",
   "global_spend_share_pct": 0.030009608166116124,
   "global_activity_rank": 466,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Snyk is a developer security platform that helps developers build secure software. It offers several products and solutions to address different security needs. Some of their key products include Snyk Code, which helps developers secure their code as it's written, Snyk Open Source, which helps avoid vulnerable dependencies, Snyk Container, which helps keep base images secure, and Snyk Infrastructure as Code, which helps develop secure cloud infrastructure."
  },
  {
   "rank": 9,
   "product": "Help Scout",
   "category": "Customer Success & Support",
   "subcategory": "Helpdesk & Ticketing",
   "founded_year": 2011,
   "employee_range": "51-200 employees",
   "funding_range": "$10M - $25M",
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -61,
   "url": "https://helpscout.com/",
   "global_spend_share_pct": 0.021341901094806257,
   "global_activity_rank": 445,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Help Scout is a platform that offers a shared inbox, help center, and live chat software to help businesses manage their customer conversations effectively. The product is designed to streamline customer support, allowing businesses to respond to customer inquiries across different channels like email and live chat from a centralized platform."
  },
  {
   "rank": 10,
   "product": "LogRocket",
   "category": "Data & Analytics",
   "subcategory": "Product Analytics",
   "founded_year": 2016,
   "employee_range": "501-1,000 employees",
   "funding_range": "$25M - $50M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -112,
   "url": "https://logrocket.com/",
   "global_spend_share_pct": 0.01987903202258162,
   "global_activity_rank": 455,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "LogRocket is a product designed to elevate the development and optimization process for websites and applications. It provides session replay, product analytics, and error tracking, catering to the diverse needs of developers, product designers, and marketers."
  },
  {
   "rank": 11,
   "product": "Quay.io",
   "category": "Engineering & DevOps",
   "subcategory": "Hosting & Deployment",
   "founded_year": 2013,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": 28,
   "url": "https://quay.io/",
   "global_spend_share_pct": 0.01834594191580865,
   "global_activity_rank": 824,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Quay.io is a platform designed to simplify the management of container images. Users can store, build, analyze, and distribute their container images using this platform. "
  },
  {
   "rank": 12,
   "product": "Appcues",
   "category": "Customer Success & Support",
   "subcategory": "Product Adoption & Onboarding",
   "founded_year": 2013,
   "employee_range": "51-200 employees",
   "funding_range": "$5M - $10M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -454,
   "url": "https://appcues.com/",
   "global_spend_share_pct": 0.017592383291809944,
   "global_activity_rank": 1399,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Appcues allows you to publish in-product onboarding tutorials, tooltips, announcements, promotions, and surveys without code."
  },
  {
   "rank": 13,
   "product": "Stoplight",
   "category": "Engineering & DevOps",
   "subcategory": "API Development & Management",
   "founded_year": 2015,
   "employee_range": "51-200 employees",
   "funding_range": "$10M - $25M",
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -162,
   "url": "https://stoplight.io/",
   "global_spend_share_pct": 0.01333334932852092,
   "global_activity_rank": 518,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Stoplight is a platform that offers an OpenAPI design and documentation management tool for developers. The product is designed to help developers design, document, and build APIs faster and improve their API program's scalability. Stoplight provides an intuitive interface and features that support the complete API design lifecycle. "
  },
  {
   "rank": 14,
   "product": "TaxJar",
   "category": "Finance & Accounting",
   "subcategory": "Finance",
   "founded_year": 2013,
   "employee_range": "51-200 employees",
   "funding_range": "$50M - $100M",
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": 940,
   "url": "https://taxjar.com/",
   "global_spend_share_pct": 0.011973555427381424,
   "global_activity_rank": 717,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "TaxJar is a cloud-based platform that automates sales tax compliance for businesses. It manages calculations, nexus tracking, reporting, and filing across various sales channels. The service supports businesses in managing sales tax collection and submission requirements efficiently."
  },
  {
   "rank": 15,
   "product": "CKEditor",
   "category": "Engineering & DevOps",
   "subcategory": "Dev Tools",
   "founded_year": 2003,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -105,
   "url": "https://ckeditor.com/",
   "global_spend_share_pct": 0.010364685870119978,
   "global_activity_rank": 1011,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "CKEditor is a text editor for web applications that offers a wide range of formatting options and collaborative editing features."
  },
  {
   "rank": 16,
   "product": "Databox",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2012,
   "employee_range": "51-200 employees",
   "funding_range": "$1M - $5M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -275,
   "url": "https://databox.com/",
   "global_spend_share_pct": 0.009339378642440922,
   "global_activity_rank": 658,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Databox is a business analytics and data visualization platform that facilitates the connection, analysis, and visualization of key performance indicators (KPIs) from diverse data sources. Users can construct customized dashboards, providing real-time insights into critical metrics and performance data. With support for integration with various data connectors, Databox enables the extraction of data from sources such as Google Analytics, HubSpot, Salesforce, and more.\n\n"
  },
  {
   "rank": 17,
   "product": "Later",
   "category": "Marketing & Growth",
   "subcategory": "Social Media Management",
   "founded_year": 2014,
   "employee_range": "201-500 employees",
   "funding_range": "$100M - $250M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -38,
   "url": "https://later.com/",
   "global_spend_share_pct": 0.008216325487013197,
   "global_activity_rank": 311,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Later is a social media management tool that offers a variety of solutions for businesses and individuals looking to optimize their social media presence. It aims to simplify social media tasks and help users achieve their social goals more efficiently. One of its key features is Linkin.bio, which allows users to turn their followers into customers by creating an Instagram landing page where they can include multiple links to their products or content. "
  },
  {
   "rank": 18,
   "product": "Coralogix",
   "category": "Engineering & DevOps",
   "subcategory": "Observability & Monitoring",
   "founded_year": 2014,
   "employee_range": "501-1,000 employees",
   "funding_range": "$250M+",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -16,
   "url": "https://coralogix.com/",
   "global_spend_share_pct": 0.008166046281266368,
   "global_activity_rank": 605,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Coralogix is an observability platform that provides insights into system operations through log, metric, trace, and security event analysis. It features monitoring, analysis, and alerts.\n\n"
  },
  {
   "rank": 19,
   "product": "LeadMagic",
   "category": "Sales & Revenue",
   "subcategory": "Prospecting & Lead Gen",
   "founded_year": 2022,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": 558,
   "url": "https://leadmagic.io/",
   "global_spend_share_pct": 0.007904297075178722,
   "global_activity_rank": 1089,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "LeadMagic is a platform that aims to facilitate lead generation and data enrichment for businesses. It captures visitor information from websites in real-time and enriches this data with contact details, company information, and behavioral data. LeadMagic provides tools for finding email addresses and mobile numbers. It integrates with other marketing and sales systems to automate data updates and workflow processes. The platform supports the launch of targeted campaigns and automates the identification and contact process for decision-makers within target organizations."
  },
  {
   "rank": 20,
   "product": "Acquia",
   "category": "Marketing & Growth",
   "subcategory": "Website & Landing Pages",
   "founded_year": 2007,
   "employee_range": "1,001-5,000 employees",
   "funding_range": null,
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": 321,
   "url": "https://acquia.com/",
   "global_spend_share_pct": 0.004543580506247517,
   "global_activity_rank": 1492,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Acquia is suite of software and services is tailored around Drupal, providing enterprise-level companies with the tools and support needed to create, manage, and enhance websites, applications, and various digital experiences."
  },
  {
   "rank": 21,
   "product": "Vector",
   "category": "Marketing & Growth",
   "subcategory": "ABM & Personalization",
   "founded_year": 2022,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://vector.co/",
   "global_spend_share_pct": 0.002365130871286271,
   "global_activity_rank": 1828,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Vector is a platform that uses contact-level marketing signals to identify individuals visiting websites and triggers automated outreach across advertising and sales tools. The platform enables real-time activation of high-intent contacts into CRM and ad systems through programmable workflows."
  },
  {
   "rank": 22,
   "product": "Grasshopper",
   "category": "Customer Success & Support",
   "subcategory": "Live Chat & Messaging",
   "founded_year": 2003,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -846,
   "url": "https://grasshopper.com/",
   "global_spend_share_pct": 0.0014041136388897528,
   "global_activity_rank": 1747,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Grasshopper offers a virtual phone system designed to provide businesses with a professional phone presence without requiring additional hardware. Users can choose from toll-free, vanity, or local numbers and manage calls, texts, voicemails, and faxes through desktop and mobile applications. Features include call forwarding, voicemail transcription, business texting, and extensions."
  },
  {
   "rank": 23,
   "product": "env zero",
   "category": "Engineering & DevOps",
   "subcategory": "Cloud Infrastructure",
   "founded_year": 2019,
   "employee_range": "51-200 employees",
   "funding_range": "$10M - $25M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://env0.com/",
   "global_spend_share_pct": 0.0011683421930829662,
   "global_activity_rank": 2120,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "env zero provides a cloud management and governance platform designed to automate and scale Infrastructure-as-Code (IaC). It acts as an orchestration layer for tools like Terraform, OpenTofu, Terragrunt, Pulumi, and CloudFormation, enabling developer self-service."
  },
  {
   "rank": 24,
   "product": "Embedly",
   "category": "Engineering & DevOps",
   "subcategory": "API Development & Management",
   "founded_year": 2010,
   "employee_range": "2-10 employees",
   "funding_range": "Under $1M",
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": 60,
   "url": "https://embed.ly/",
   "global_spend_share_pct": 0.0009337120355562612,
   "global_activity_rank": 1551,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Embedly is a platform that allows developers and bloggers to embed rich media content from over 1000 providers into their sites via a simple API. This improves website load times with image optimization and provides deeper insights through analytics."
  },
  {
   "rank": 25,
   "product": "Wave.video",
   "category": "Engineering & DevOps",
   "subcategory": "Dev Tools",
   "founded_year": 2017,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": 109,
   "url": "https://wave.video/",
   "global_spend_share_pct": 0.0007020615575666728,
   "global_activity_rank": 1165,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Wave.video is a comprehensive online video platform that enables users to edit, record, livestream, and host videos. It provides tools for video creation, including templates, stock media, and video editing capabilities, catering to both casual creators and professionals."
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  {
   "rank": 26,
   "product": "DocHub",
   "category": "Legal, Risk & Compliance",
   "subcategory": "E-Signature & Contracts",
   "founded_year": 2014,
   "employee_range": "2-10 employees",
   "funding_range": "Under $1M",
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
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   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": -641,
   "url": "https://dochub.com/",
   "global_spend_share_pct": 0.0005881321663633424,
   "global_activity_rank": 1549,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "DocHub is a platform for editing, signing, and sharing PDF documents online. It allows users to modify PDFs, create and fill out forms, and electronically sign documents. The service offers features like real-time sync, templates for repeated use, and integration with cloud storage services."
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  {
   "rank": 27,
   "product": "Yesware",
   "category": "Sales & Revenue",
   "subcategory": "Sales Engagement",
   "founded_year": 2010,
   "employee_range": "51-200 employees",
   "funding_range": "$10M - $25M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": 262,
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   "global_spend_share_pct": 0.00019453671549657188,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Yesware is a sales productivity platform that integrates with email inboxes to facilitate customer relations and sales activities. It provides features like email tracking, customizable templates, email scheduling, and a meeting booking tool. "
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  {
   "rank": 28,
   "product": "CloudCall",
   "category": "Sales & Revenue",
   "subcategory": "Sales Engagement",
   "founded_year": 2011,
   "employee_range": "51-200 employees",
   "funding_range": "Under $1M",
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   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://cloudcall.com/",
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   "description": "CloudCall integrates telephony, messaging, and communication tools directly into customer relationship management software and applicant tracking systems. The platform synchronizes call logs, text messages, recordings, and automated notes across mobile and desktop applications."
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  {
   "rank": 29,
   "product": "FirstTouch",
   "category": "Sales & Revenue",
   "subcategory": "Sales Engagement",
   "founded_year": 2024,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://firsttouch.com/",
   "global_spend_share_pct": 0.0001406949867704893,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "FirstTouch is a software platform that integrates social engagement and LinkedIn outreach directly into CRM workflows and AI agent pipelines. The platform automates prospect discovery, activity tracking, and multi-channel campaign management while maintaining data logging and human approval gates."
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  {
   "rank": 30,
   "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": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "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."
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  {
   "rank": 31,
   "product": "Alpha Vantage",
   "category": "Data & Analytics",
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   "founded_year": 2017,
   "employee_range": "2-10 employees",
   "funding_range": "$1M - $5M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://alphavantage.co/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Alpha Vantage provides developers and organisations with APIs delivering real-time and historical stock market, forex, cryptocurrency and economic data. It supports multiple asset classes, technical and fundamental indicators, spreadsheets and cloud integrations. "
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  {
   "rank": 32,
   "product": "Backupify",
   "category": "IT & Security",
   "subcategory": "Other",
   "founded_year": 2007,
   "employee_range": "501-1,000 employees",
   "funding_range": "$1M - $5M",
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
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   "rank_change_12m_activity": null,
   "url": "https://backupify.com/",
   "global_spend_share_pct": null,
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  {
   "rank": 33,
   "product": "Baz",
   "category": "Engineering & DevOps",
   "subcategory": "Testing & QA",
   "founded_year": 2023,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://baz.co/",
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   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Baz provides a software service that reviews code changes and pull requests. It is used in software development workflows to identify issues and support code review."
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  {
   "rank": 34,
   "product": "BlueSnap",
   "category": "Finance & Accounting",
   "subcategory": "Billing & Subscriptions",
   "founded_year": 2001,
   "employee_range": "201-500 employees",
   "funding_range": "Under $1M",
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://home.bluesnap.com/",
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   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "BlueSnap is a Global Payment Orchestration Platform that aims to simplify payments, reduce costs, and increase sales for businesses. It offers a range of solutions and features designed to deliver a return on investment and help businesses optimize their payment processes. BlueSnap's key features include delivering ROI, providing payments experts who offer support and expertise, and offering a modular platform that can be customized according to business needs. "
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  {
   "rank": 35,
   "product": "Breezeway",
   "category": "Operations & Supply Chain",
   "subcategory": "Workflow Automation",
   "founded_year": 2017,
   "employee_range": "51-200 employees",
   "funding_range": "$10M - $25M",
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   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://breezeway.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Breezeway is a platform focused on property operations and management. It provides tools for coordinating and tracking property maintenance, inspections, and cleaning tasks."
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  {
   "rank": 36,
   "product": "Carbonite",
   "category": "IT & Security",
   "subcategory": "Other",
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   "employee_range": "1,001-5,000 employees",
   "funding_range": "$100M - $250M",
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   "canonical_region": "Massachusetts",
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   "rank_change_12m_activity": null,
   "url": "https://carbonite.com/",
   "global_spend_share_pct": null,
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  {
   "rank": 37,
   "product": "DataRobot",
   "category": "AI Platforms & Model Ops",
   "subcategory": "ML Ops & Model Training",
   "founded_year": 2012,
   "employee_range": "501-1,000 employees",
   "funding_range": "$250M+",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://datarobot.com/",
   "global_spend_share_pct": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "DataRobot is a platform in the field of automated machine learning (AutoML) and artificial intelligence (AI). This platform empowers organizations to harness the power of data and machine learning models without requiring extensive expertise in data science or programming. DataRobot's primary goal is to democratize AI by making it accessible to a broader audience, including business analysts, data engineers, and domain experts."
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  {
   "rank": 38,
   "product": "FirmRoom",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Other",
   "founded_year": 2012,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://firmroom.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "FirmRoom is a secure virtual data room platform designed for streamlining mergers, acquisitions, and other complex business transactions"
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  {
   "rank": 39,
   "product": "Flywire",
   "category": "Finance & Accounting",
   "subcategory": "Billing & Subscriptions",
   "founded_year": null,
   "employee_range": "1,001-5,000 employees",
   "funding_range": "$250M+",
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://flywire.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
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  {
   "rank": 40,
   "product": "Goldcast",
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   "subcategory": "Other",
   "founded_year": 2020,
   "employee_range": "51-200 employees",
   "funding_range": "$25M - $50M",
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://goldcast.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Goldcast is a specialized B2B Events Platform that aims to revolutionize marketing efforts by offering a seamless and engaging environment for hosting digital and in-person events. The platform is tailored to meet the specific needs of businesses, providing tools and features to make event hosting effortless."
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  {
   "rank": 41,
   "product": "GoToAssist",
   "category": "IT & Security",
   "subcategory": "Device Management (MDM)",
   "founded_year": 2006,
   "employee_range": "1,001-5,000 employees",
   "funding_range": "$1M - $5M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://get.gotoassist.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "GoToAssist provides a remote support solution for IT managers and technicians to access and control devices remotely."
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  {
   "rank": 42,
   "product": "GoToWebinar",
   "category": "Marketing & Growth",
   "subcategory": "Other",
   "founded_year": 2003,
   "employee_range": "1,001-5,000 employees",
   "funding_range": "$1M - $5M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://goto.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "GoToWebinar is a platform within the GoTo suite designed for hosting webinars, which are online seminars or presentations conducted over the internet. It serves as a tool for organizing and delivering virtual events, training sessions, and informational presentations. The platform provides features that enable presenters to engage with the audience, conduct live Q&A sessions, and access analytics to track participant interaction. "
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  {
   "rank": 43,
   "product": "Harvard Business School Online",
   "category": "People Ops & Talent",
   "subcategory": "Learning & Development",
   "founded_year": 1908,
   "employee_range": "1,001-5,000 employees",
   "funding_range": null,
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://hbs.edu/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
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  {
   "rank": 44,
   "product": "Help A Reporter",
   "category": "Marketing & Growth",
   "subcategory": "Other",
   "founded_year": null,
   "employee_range": null,
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://helpareporter.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
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  {
   "rank": 45,
   "product": "iorad",
   "category": "Collaboration & Productivity",
   "subcategory": "Knowledge Management",
   "founded_year": 2007,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://iorad.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "iorad is a tutorial creation tool that allows users to make guided, step-by-step instructions for digital processes. By capturing screen activity, it generates interactive tutorials automatically and provides customization, voiceover, and sharing options."
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  {
   "rank": 46,
   "product": "LuxAlgo",
   "category": "Data & Analytics",
   "subcategory": "Other",
   "founded_year": 2020,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://luxalgo.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "LuxAlgo provides customizable technical indicators for market analysis, offering tools for signal generation, trend detection, and trading strategy support."
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  {
   "rank": 47,
   "product": "Mabl",
   "category": "Engineering & DevOps",
   "subcategory": "Testing & QA",
   "founded_year": 2016,
   "employee_range": "51-200 employees",
   "funding_range": "$25M - $50M",
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://mabl.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Mabl is a platform designed for automated testing and quality assurance. It offers an innovative approach to testing web applications by using machine learning and AI technology. "
  },
  {
   "rank": 48,
   "product": "MarketMuse",
   "category": "Marketing & Growth",
   "subcategory": "Content",
   "founded_year": 2013,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://marketmuse.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "MarketMuse is an AI-driven content planning and optimization platform."
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  {
   "rank": 49,
   "product": "Median",
   "category": "Engineering & DevOps",
   "subcategory": "Developer Tools & IDEs",
   "founded_year": 2014,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://median.co/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Median provides an online platform that converts websites into native iOS and Android applications. The service includes tools for app creation, customization, and publishing, with support for native features such as push notifications and plugins."
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  {
   "rank": 50,
   "product": "MockRocket",
   "category": "Marketing & Growth",
   "subcategory": "Creative & Design",
   "founded_year": 2020,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Boston, MA",
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   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://mockrocket.io/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
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  {
   "rank": 51,
   "product": "Notarize",
   "category": "Legal, Risk & Compliance",
   "subcategory": "E-Signature & Contracts",
   "founded_year": 2015,
   "employee_range": "201-500 employees",
   "funding_range": null,
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://notarize.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Notarize is a platform allows individuals and businesses to legally notarize documents online, eliminating the need for in-person appointments"
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  {
   "rank": 52,
   "product": "Onshape",
   "category": "Engineering & DevOps",
   "subcategory": "Other",
   "founded_year": 2012,
   "employee_range": "201-500 employees",
   "funding_range": null,
   "hq": "Boston, Massachusetts",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
   "city_id": "US:massachusetts:boston",
   "rank_change_12m_activity": null,
   "url": "https://onshape.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Onshape is a cloud-native product development platform that combines 3D CAD, PDM, advanced collaboration, and analytics tools to drive agile processes from conception to production. It supports real-time collaboration and works on any web-connected device."
  },
  {
   "rank": 53,
   "product": "OpenBOM",
   "category": "Operations & Supply Chain",
   "subcategory": "Inventory Management",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Boston, MA",
   "canonical_city": "Boston",
   "canonical_region": "Massachusetts",
   "country_code": "US",
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   "rank_change_12m_activity": null,
   "url": "https://openbom.com/",
   "global_spend_share_pct": null,
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   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "OpenBOM is a platform designed for industrial companies, streamlining product development and manufacturing processes. Key features include management of bills of materials, document handling, item organization, and CAD integration. Aimed at improving efficiency and productivity, OpenBOM supports various functionalities such as inventory planning and data analysis, catering to the various needs of the manufacturing sector."
  },
  {
   "rank": 54,
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   "category": "Operations & Supply Chain",
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   "rank": 55,
   "product": "Podcastpage",
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   "subcategory": "Content",
   "founded_year": 2022,
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   "rank_change_12m_activity": null,
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   "description": "Podcastpage is a platform that enables users to create and manage  podcast websites with ease. It offers customizable templates, built-in SEO tools, and integrations with popular podcast hosting platforms."
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  {
   "rank": 56,
   "product": "Posit PBC",
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   "subcategory": "Developer Tools & IDEs",
   "founded_year": 2009,
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   "rank": 57,
   "product": "PreVeil",
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  {
   "rank": 58,
   "product": "Privy",
   "category": "Marketing & Growth",
   "subcategory": "Email & Marketing Automation",
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   "employee_range": "51-200 employees",
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Privy provides a marketing automation platform that enables e-commerce merchants to expand their customer lists through email and SMS outreach. The software includes tools for website popups, automated messaging flows, and audience segmentation to drive digital sales."
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   "rank": 59,
   "product": "Prowly",
   "category": "Marketing & Growth",
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   "founded_year": 2013,
   "employee_range": "51-200 employees",
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  {
   "rank": 60,
   "product": "Rapid7",
   "category": "IT & Security",
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   "employee_range": "1,001-5,000 employees",
   "funding_range": "$1M - $5M",
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   "rank": 61,
   "product": "Rentometer",
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   "subcategory": "Business Intelligence & Dashboards",
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   "rank": 62,
   "product": "Robin",
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   "employee_range": "51-200 employees",
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   "description": "Robin is a platform to assist organizations in managing and optimizing their workspace utilization. It provides insights into how buildings, floors, desks, and various spaces are used, enabling data-driven decision-making. The platform also supports structured employee feedback, allowing for a more interactive and responsive workspace management approach. Additionally, Robin simplifies the process of exporting data, making it easier for organizations to analyze and share information about workspace usage. This comprehensive approach helps organizations effectively understand and improve their space utilization, leading to more efficient and productive work environments."
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  {
   "rank": 63,
   "product": "Sanebox",
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   "founded_year": 2010,
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   "description": "SaneBox is an email management service that filters incoming emails based on user behavior, moving unimportant emails to designated folders and summarizing them in a daily digest."
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   "rank": 64,
   "product": "Shoobx",
   "category": "Legal, Risk & Compliance",
   "subcategory": "Other",
   "founded_year": 2013,
   "employee_range": "10,001+ employees",
   "funding_range": null,
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   "description": "Shoobx is a software platform that provides a range of tools and services to help startups manage their legal, financial, and administrative tasks. "
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   "rank": 65,
   "product": "SimpliSafe",
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   "founded_year": 2006,
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   "rank": 66,
   "product": "SoWork",
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   "subcategory": "Team Messaging",
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   "employee_range": "11-50 employees",
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   "description": "SoWork is a virtual office platform that creates a persistent online workspace with rooms, presence, and integrated video to help remote and distributed teams collaborate synchronously and casually. It’s designed to replicate in-office interactions for team communication and collaboration."
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   "rank": 67,
   "product": "SpartanX",
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   "description": "SpartanX is an AI-powered autonomous red teaming platform that deploys specialized agents to continuously test and validate vulnerabilities across web apps, APIs, cloud infrastructure, and AI systems. It automates the entire security lifecycle; from discovery to code-level remediation, providing proof-of-concept evidence to eliminate manual bottlenecks and prioritize real-world exploitability."
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   "rank": 68,
   "product": "Teikametrics",
   "category": "Marketing & Growth",
   "subcategory": "Paid Ads & Attribution",
   "founded_year": 2015,
   "employee_range": "201-500 employees",
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   "description": "Teikametrics provides a platform for marketplace optimization, featuring tools for advertising automation, data analytics, and performance tracking. It uses AI to manage and optimize ad campaigns, aiming to help improve marketplace visibility and sales. The platform integrates with various e-commerce tools."
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   "rank": 69,
   "product": "TensorDock",
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   "rank": 70,
   "product": "Tettra",
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   "description": "Tettra is a knowledge management platform designed to help teams document, organize, and share internal knowledge and information. "
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   "rank": 71,
   "product": "Triple Session",
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   "description": "Triple Session is a platform that integrates with call recording tools and CRMs to analyze sales call data, automate performance feedback, and provide targeted micro-learning courses. It addresses the challenges of manual call reviews and inconsistent sales training by automating these processes and offering concise 10-12 minute video sessions. The platform supports audio data from compatible call recording systems and requires integration with supported CRMs for full functionality.​\nTriple Session+5docs.triplesession.com"
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   "rank": 72,
   "product": "Validity",
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   "subcategory": "Data Catalogs & Governance",
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   "employee_range": "201-500 employees",
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  {
   "rank": 73,
   "product": "ViralSweep",
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   "description": "ViralSweep is a platform that provides tools and services for running sweepstakes, contests, and other promotional campaigns on social media platforms, websites, and other channels."
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  {
   "rank": 74,
   "product": "Wasabi ",
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   "rank": 75,
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   "description": "Wizer provides a security awareness training platform that offers video-based learning, phishing simulations, and reporting tools for organizations."
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   "rank": 76,
   "product": "Zone & Co",
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   "employee_range": "201-500 employees",
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   "description": "Zone & Co offers automation tools for finance teams, streamlining billing, revenue recognition, payroll, and reporting, all integrated with NetSuite."
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  {
   "rank": 77,
   "product": "Reviewable",
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   "founded_year": 2014,
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   "description": "Reviewable is a code review tool that integrates with GitHub to facilitate code evaluations. It offers features such as line-mapping to prevent redundant reviews, a dashboard to manage review workflows, and merge controls to enforce code ownership and assignment protocols."
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  {
   "rank": 78,
   "product": "Cash Flow Frog",
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   "description": "Cash Flow Frog is a platform that provides cash flow forecasting and management tools, helping businesses visualize, plan, and track their cash flow in real-time. It integrates with accounting software like QuickBooks and Xero, enabling scenario planning, automated updates, and financial reporting."
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  {
   "rank": 79,
   "product": "Filebase",
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   "subcategory": "Cloud Infrastructure",
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   "description": "Filebase provides cloud storage powered by decentralized networks, offering fast, affordable, and scalable storage solutions with compatibility for S3 APIs."
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   "rank": 80,
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   "description": "Spotlight.ai provides AI-based guidance and business case generation for sales teams, enhancing discovery, qualification, value positioning, and forecasting. It integrates with various platforms, including Salesforce, to streamline sales processes and increase productivity."
  }
 ]
}