{
 "source": "Cledara SaaS Market Data",
 "page": "https://data.cledara.com/startups/united-states/data-and-analytics",
 "updated": "2026-10-26",
 "publicationId": "f7389831bf7956961e778eb69a6364687f2ee0747fd696c86990811dd763972e",
 "contentModified": "2026-10-26T22:43:38.280Z",
 "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": "Datadog",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2010,
   "employee_range": "1,001-5,000 employees",
   "funding_range": "$250M+",
   "hq": "New York, NY",
   "canonical_city": "New York",
   "canonical_region": "New York",
   "country_code": "US",
   "city_id": "US:new-york:new-york",
   "rank_change_12m_activity": -4,
   "url": "https://datadoghq.com/",
   "global_spend_share_pct": 1.8050101160938932,
   "global_activity_rank": 30,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Datadog is a monitoring service for cloud-scale applications, providing monitoring of servers, databases, tools, and services, through a SaaS-based data analytics platform."
  },
  {
   "rank": 2,
   "product": "Fivetran",
   "category": "Data & Analytics",
   "subcategory": "Data",
   "founded_year": 2012,
   "employee_range": "1,001-5,000 employees",
   "funding_range": "$100M - $250M",
   "hq": "Oakland, California",
   "canonical_city": "Oakland",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:oakland",
   "rank_change_12m_activity": 4,
   "url": "https://fivetran.com/",
   "global_spend_share_pct": 0.510048230457361,
   "global_activity_rank": 100,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Fivetran is an automated data movement platform that allows users to stream data into their warehouse for advanced analytics. It provides a solution for moving, transforming, securing, and governing data across various sources and destinations. Fivetran offers a wide range of connectors for SaaS replication, database replication, SAP replication, streaming replication, file replication, and custom connectors. It also supports data lakes and warehouses as destinations for data movement."
  },
  {
   "rank": 3,
   "product": "Mixpanel",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2009,
   "employee_range": "201-500 employees",
   "funding_range": "$100M - $250M",
   "hq": "San Francisco, CA",
   "canonical_city": "San Francisco",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:san-francisco",
   "rank_change_12m_activity": -26,
   "url": "https://mixpanel.com/",
   "global_spend_share_pct": 0.3880181916885471,
   "global_activity_rank": 140,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Mixpanel offers analytics for mobile and web applications, allowing teams to see every moment of the customer experience clearly, thus being able to identify and address problems, make data-driven decisions, and optimize their products."
  },
  {
   "rank": 4,
   "product": "ClickHouse",
   "category": "Data & Analytics",
   "subcategory": "Data Warehouses",
   "founded_year": 2021,
   "employee_range": "201-500 employees",
   "funding_range": "$250M+",
   "hq": "Palo Alto, California",
   "canonical_city": "Palo Alto",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:palo-alto",
   "rank_change_12m_activity": 323,
   "url": "https://clickhouse.com/",
   "global_spend_share_pct": 0.3638698158764143,
   "global_activity_rank": 270,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "ClickHouse is a column-oriented SQL database management system designed for online analytical processing (OLAP)."
  },
  {
   "rank": 5,
   "product": "Elastic",
   "category": "Data & Analytics",
   "subcategory": "Data",
   "founded_year": 2012,
   "employee_range": "1,001-5,000 employees",
   "funding_range": null,
   "hq": "San Francisco, California",
   "canonical_city": "San Francisco",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:san-francisco",
   "rank_change_12m_activity": -13,
   "url": "https://elastic.co/",
   "global_spend_share_pct": 0.2722821288296233,
   "global_activity_rank": 171,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Elastic builds software to make data usable in real-time and at scale for search, logging, security, and analytics use cases. The Elasticsearch Platform allows for monitoring of logs, application performance, and infrastructure. It also offers features like generative AI, search applications, website search, workplace search. The product unifies app and infrastructure visibility for proactive issue resolution and protecting against cyber threats. "
  },
  {
   "rank": 6,
   "product": "Metabase",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2014,
   "employee_range": "51-200 employees",
   "funding_range": "$25M - $50M",
   "hq": "Spring Valley, California",
   "canonical_city": "Spring Valley",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:spring-valley",
   "rank_change_12m_activity": 1,
   "url": "https://metabase.com/",
   "global_spend_share_pct": 0.22999670715820267,
   "global_activity_rank": 110,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Metabase is an open-source analytics and business intelligence application. It allows users to create dashboards and reports for data visualization and business intelligence purposes, promoting self-service analytics and the integration of analytics into products."
  },
  {
   "rank": 7,
   "product": "Segment",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2012,
   "employee_range": "501-1,000 employees",
   "funding_range": null,
   "hq": "San Francisco, CA",
   "canonical_city": "San Francisco",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:san-francisco",
   "rank_change_12m_activity": -29,
   "url": "https://segment.com/",
   "global_spend_share_pct": 0.20869835691834754,
   "global_activity_rank": 139,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Segment is a leading Customer Data Platform used to collect, clean, and activate data. The platform offers a comprehensive data toolkit to every team in a company, allowing them to unify their customers' touchpoints across various platforms and channels. With Segment, businesses can collect, clean, and activate AI-ready data, enabling intelligent customer engagement and AI models. The platform provides real-time audiences and allows users to activate their data in over 450 marketing tools. "
  },
  {
   "rank": 8,
   "product": "PostHog",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2020,
   "employee_range": "51-200 employees",
   "funding_range": "$100M - $250M",
   "hq": "San Francisco",
   "canonical_city": "San Francisco",
   "canonical_region": null,
   "country_code": "US",
   "city_id": "US:_:san-francisco",
   "rank_change_12m_activity": 35,
   "url": "https://posthog.com/",
   "global_spend_share_pct": 0.20119903963918329,
   "global_activity_rank": 113,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "PostHog is an open-source product analytics platform designed for developers and product teams. It enables the analysis of user behavior on websites or applications through features such as event tracking, session recording, and heatmaps. The platform aims to provide insights that aid in making informed decisions for product development. "
  },
  {
   "rank": 9,
   "product": "Databricks",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2013,
   "employee_range": "5,001-10,000 employees",
   "funding_range": "$250M+",
   "hq": "San Francisco, CA",
   "canonical_city": "San Francisco",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:san-francisco",
   "rank_change_12m_activity": 97,
   "url": "https://databricks.com/",
   "global_spend_share_pct": 0.18380532361585308,
   "global_activity_rank": 263,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Databricks is a unified analytics platform designed for big data and machine learning. It serves as a collaborative workspace for data professionals, including data engineers, data scientists, and analysts, to collectively process and analyze large datasets. Built on the Apache Spark framework, the platform offers an environment that supports various programming languages such as Python, Scala, and SQL."
  },
  {
   "rank": 10,
   "product": "Heap",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2013,
   "employee_range": "201-500 employees",
   "funding_range": "$100M - $250M",
   "hq": "San Francisco, California",
   "canonical_city": "San Francisco",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:san-francisco",
   "rank_change_12m_activity": 668,
   "url": "https://heap.io/",
   "global_spend_share_pct": 0.1626479645226113,
   "global_activity_rank": 1160,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Heap is a digital insights platform that provides a comprehensive understanding of customer digital journeys to improve conversion, retention, and customer satisfaction. It captures every user action on products or sites, offering insights for business improvements. The platform features automatic data capture, advanced data science tools for uncovering opportunities, and session replay for a complete understanding of user actions."
  },
  {
   "rank": 11,
   "product": "Timescale",
   "category": "Data & Analytics",
   "subcategory": "Data Warehouses",
   "founded_year": 2015,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "New York, NY",
   "canonical_city": "New York",
   "canonical_region": "New York",
   "country_code": "US",
   "city_id": "US:new-york:new-york",
   "rank_change_12m_activity": 450,
   "url": "https://timescale.com/",
   "global_spend_share_pct": 0.12994763515280247,
   "global_activity_rank": 506,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Timescale offers a platform that serves as an accelerated alternative to PostgreSQL, specifically designed for time series, events, and analytical data. It addresses the challenge of efficiently managing and analyzing large volumes of time series data, a task where traditional databases often encounter difficulties."
  },
  {
   "rank": 12,
   "product": "Hex Tech",
   "category": "Data & Analytics",
   "subcategory": "Data",
   "founded_year": 2019,
   "employee_range": "51-200 employees",
   "funding_range": "$50M - $100M",
   "hq": "San Francisco, California",
   "canonical_city": "San Francisco",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:san-francisco",
   "rank_change_12m_activity": 228,
   "url": "https://hex.tech/",
   "global_spend_share_pct": 0.08401052264435524,
   "global_activity_rank": 343,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Hex provides a collaborative workspace for working with data, offering tools for queries, notebooks, reports, data apps, and AI. It allows the use of SQL, Python, R, or no-code in a single interface and includes AI tools for generating queries, code, and visualizations."
  },
  {
   "rank": 13,
   "product": "Amplitude",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2012,
   "employee_range": "501-1,000 employees",
   "funding_range": "$1M - $5M",
   "hq": "San Francisco, California",
   "canonical_city": "San Francisco",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:san-francisco",
   "rank_change_12m_activity": -5,
   "url": "https://amplitude.com/",
   "global_spend_share_pct": 0.08103781925635817,
   "global_activity_rank": 250,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Amplitude is a platform that offers a comprehensive product analytics and event tracking platform. It helps businesses understand the full user journey by providing in-depth analytics and insights. The platform offers several key features, including analytics, integrations, experiment testing and optimization, data management, customer data platform, and AI-powered self-service intelligence."
  },
  {
   "rank": 14,
   "product": "Triple Whale",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
   "founded_year": 2021,
   "employee_range": "51-200 employees",
   "funding_range": "$25M - $50M",
   "hq": "Columbus, Ohio",
   "canonical_city": "Columbus",
   "canonical_region": "Ohio",
   "country_code": "US",
   "city_id": "US:ohio:columbus",
   "rank_change_12m_activity": 484,
   "url": "https://triplewhale.com/",
   "global_spend_share_pct": 0.0741988513978335,
   "global_activity_rank": 806,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Triple Whale is a platform offering e-commerce insights, analytics, and attribution tools, including a customizable dashboard, first-party data tracking, and ad-level creative analysis features."
  },
  {
   "rank": 15,
   "product": "Redis Labs",
   "category": "Data & Analytics",
   "subcategory": "Data",
   "founded_year": 2011,
   "employee_range": "501-1,000 employees",
   "funding_range": "$1M - $5M",
   "hq": "Mountain View, CA",
   "canonical_city": "Mountain View",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:mountain-view",
   "rank_change_12m_activity": -18,
   "url": "https://redislabs.com/",
   "global_spend_share_pct": 0.0571611539250867,
   "global_activity_rank": 208,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Redis Labs is the open-source home and commercial provider of Redis, a database."
  },
  {
   "rank": 16,
   "product": "dbt Labs",
   "category": "Data & Analytics",
   "subcategory": "Data",
   "founded_year": 2016,
   "employee_range": "501-1,000 employees",
   "funding_range": "$100M - $250M",
   "hq": "Philadelphia, PA",
   "canonical_city": "Philadelphia",
   "canonical_region": "Pennsylvania",
   "country_code": "US",
   "city_id": "US:pennsylvania:philadelphia",
   "rank_change_12m_activity": -38,
   "url": "https://getdbt.com/",
   "global_spend_share_pct": 0.05204517105438378,
   "global_activity_rank": 141,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "dbt Labs is platform for data modeling within modern data warehouses. The platform is utilized by data analysts for the transformation and modeling of data, allowing them to articulate the logic for data transformations using SQL-based models."
  },
  {
   "rank": 17,
   "product": "Stitch",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Philadelphia, PA",
   "canonical_city": "Philadelphia",
   "canonical_region": "Pennsylvania",
   "country_code": "US",
   "city_id": "US:pennsylvania:philadelphia",
   "rank_change_12m_activity": -34,
   "url": "https://stitchdata.com/",
   "global_spend_share_pct": 0.0503040159685454,
   "global_activity_rank": 154,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Stitch offers a cloud ETL (Extract, Transform, Load) solution for data teams. It provides an extensive library of data source integrations, zero-maintenance cloud data pipelines, and enterprise-grade security and reliability. The platform is SOC 2 Type II certified, HIPAA BAA compliant, ISO/IEC 27001 certified, GDPR compliant, and CCPA compliant. Stitch has been vetted and highly rated by Gartner and G2, with ratings of 4.7/5 and 4.5/5 respectively.\n\nPricing details for Stitch can be found on their website's Pricing page. The product is suitable for both data engineers and business analysts. Data engineers can benefit from the automation of pipeline management and working with fresh data without complex coding or custom queries. Business analysts can leverage Stitch to avoid waiting for IT to bring data to the warehouse, make trusted decisions based on a complete picture of the data, and focus on delivering reliable insights.\n\nIn summary, Stitch is a user-friendly SaaS product that helps data teams seamlessly move data from various sources to\""
  },
  {
   "rank": 18,
   "product": "Crawlbase",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2016,
   "employee_range": "201-500 employees",
   "funding_range": null,
   "hq": "Los Angeles, California",
   "canonical_city": "Los Angeles",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:los-angeles",
   "rank_change_12m_activity": -258,
   "url": "https://crawlbase.com/",
   "global_spend_share_pct": 0.04773296882919782,
   "global_activity_rank": 1118,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Crawlbase is a platform that enables businesses to bypass blocks and captchas, extract company emails from domains, and store the scraped data."
  },
  {
   "rank": 19,
   "product": "Diffbot",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2011,
   "employee_range": "11-50 employees",
   "funding_range": "$10M - $25M",
   "hq": "Menlo Park, California",
   "canonical_city": "Menlo Park",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:menlo-park",
   "rank_change_12m_activity": 270,
   "url": "https://diffbot.com/",
   "global_spend_share_pct": 0.03798594092203006,
   "global_activity_rank": 859,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Diffbot is an API service that autonomously extracts structured data from web pages, processing various content types without predefined rules."
  },
  {
   "rank": 20,
   "product": "Airbyte ",
   "category": "Data & Analytics",
   "subcategory": "Data",
   "founded_year": 2020,
   "employee_range": "51-200 employees",
   "funding_range": "$100M - $250M",
   "hq": "San Francisco",
   "canonical_city": "San Francisco",
   "canonical_region": null,
   "country_code": "US",
   "city_id": "US:_:san-francisco",
   "rank_change_12m_activity": 32,
   "url": "https://airbyte.com/",
   "global_spend_share_pct": 0.03559528595200965,
   "global_activity_rank": 225,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Airbyte is a platform designed to facilitate data integration and data pipeline orchestration. It allows users to connect to various data sources and destinations, such as databases, data warehouses, APIs, and file systems, to collect, transform, and load data. "
  },
  {
   "rank": 21,
   "product": "MotherDuck",
   "category": "Data & Analytics",
   "subcategory": "Data Warehouses",
   "founded_year": 2022,
   "employee_range": "51-200 employees",
   "funding_range": "$50M - $100M",
   "hq": "Seattle",
   "canonical_city": "Seattle",
   "canonical_region": null,
   "country_code": "US",
   "city_id": "US:_:seattle",
   "rank_change_12m_activity": null,
   "url": "https://motherduck.com/",
   "global_spend_share_pct": 0.035442686080227895,
   "global_activity_rank": 1449,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "MotherDuck is a cloud data warehouse and SQL analytics platform designed to enhance the capabilities of DuckDB, an open-source in-process analytical database. MotherDuck allows users to perform efficient data analysis by combining local and cloud resources, facilitating hybrid execution of SQL queries. The platform includes a web-based notebook interface for SQL queries and data management, and offers integrations with popular data tools."
  },
  {
   "rank": 22,
   "product": "Insightful",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2015,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "New York, NY",
   "canonical_city": "New York",
   "canonical_region": "New York",
   "country_code": "US",
   "city_id": "US:new-york:new-york",
   "rank_change_12m_activity": 49,
   "url": "https://insightful.io/",
   "global_spend_share_pct": 0.033745162887561714,
   "global_activity_rank": 1161,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Insightful is a workforce analytics software that tracks employee time, attendance, and productivity metrics, providing insights to optimize workflows and resource allocation."
  },
  {
   "rank": 23,
   "product": "FullStory",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2014,
   "employee_range": "501-1,000 employees",
   "funding_range": "$25M - $50M",
   "hq": "Atlanta, Georgia",
   "canonical_city": "Atlanta",
   "canonical_region": "Georgia",
   "country_code": "US",
   "city_id": "US:georgia:atlanta",
   "rank_change_12m_activity": 180,
   "url": "https://fullstory.com/",
   "global_spend_share_pct": 0.032448541547417165,
   "global_activity_rank": 1052,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "FullStory is digital experience intelligence that offers complete, retroactive, and actionable user experience insights. The product solves the business problem of understanding user behavior and improving the digital experience by providing quantifiable data and qualitative context."
  },
  {
   "rank": 24,
   "product": "Firecrawl",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2023,
   "employee_range": "11-50 employees",
   "funding_range": "$10M - $25M",
   "hq": "san francisco",
   "canonical_city": "San Francisco",
   "canonical_region": null,
   "country_code": "US",
   "city_id": "US:_:san-francisco",
   "rank_change_12m_activity": 382,
   "url": "https://firecrawl.dev/",
   "global_spend_share_pct": 0.02749268922124923,
   "global_activity_rank": 114,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Firecrawl is a web scraping and crawling platform designed to extract data from websites and convert it into markdown or structured formats. It processes both static and dynamic content, using techniques to manage requests and avoid anti-scraping measures. The platform enables users to collect and prepare web data for use in various applications, including training language models."
  },
  {
   "rank": 25,
   "product": "Stape",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2020,
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   "rank": 27,
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   "rank": 28,
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   "rank": 32,
   "product": "Coefficient ",
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  {
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   "product": "PlanetScale",
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   "rank": 35,
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   "product": "People Data Labs",
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   "product": "TrackingTime",
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   "description": "Chartmetric is a music data analytics platform that tracks streaming, social, and live performance metrics for over 9 million artists. It provides insights into audience demographics, playlist adds, chart performance, tour dates, and sync placements across various platforms."
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   "rank": 51,
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  {
   "rank": 52,
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   "rank": 55,
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  {
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "camelAI provides an AI-driven analytics platform that lets users query and visualize data in natural language. It connects to databases and files, generating dashboards and insights without SQL."
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  {
   "rank": 105,
   "product": "Card Ladder",
   "category": "Data & Analytics",
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   "description": "Card Ladder is a sports and trading card market data platform that provides pricing, portfolio tracking, sales history, and analytics for collectors and investors. It helps users research card values and monitor collection performance through a web-based subscription service."
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  {
   "rank": 106,
   "product": "CData Software",
   "category": "Data & Analytics",
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   "employee_range": "201-500 employees",
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  {
   "rank": 107,
   "product": "CelerData",
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   "description": "CelerData provides a data lake analytics platform that enables businesses to run SQL queries directly on data lakehouses. It eliminates the need for traditional data warehouses by offering a high-performance query engine optimized for large-scale data workloads. The platform is designed to support real-time analytics, high concurrency, and cost efficiency.\n\n\n\n\n\n"
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  {
   "rank": 108,
   "product": "Celigo",
   "category": "Data & Analytics",
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   "description": "Celigo is an integration platform that specializes in streamlining and automating business processes through advanced integration solutions. This platform is particularly beneficial for businesses looking to integrate different software systems, ranging from CRM and ERP to e-commerce and marketing automation tools. The primary objective of Celigo is to simplify complex integration processes, making it easier for businesses of all sizes to automate workflows and data exchange between disparate systems."
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  {
   "rank": 109,
   "product": "Census",
   "category": "Data & Analytics",
   "subcategory": "Reverse ETL & Activation",
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   "employee_range": "51-200 employees",
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   "description": "Census is a data automation platform that synchronizes customer's data warehouses with business systems and tools."
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  {
   "rank": 110,
   "product": "Charm",
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   "description": "Charm is a tool that leverages AI and machine learning technology to offer comprehensive insights into e-commerce stores and amazon seller."
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  {
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   "product": "ChartExpo",
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   "description": "ChartExpo is a data visualization tool that simplifies the process of transforming data from spreadsheets into insightful charts. It enhances data security and privacy by enabling chart creation directly within familiar spreadsheet applications like Google Sheets and Microsoft Excel."
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  {
   "rank": 112,
   "product": "Chartio",
   "category": "Data & Analytics",
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  {
   "rank": 113,
   "product": "Cirrus Insight",
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   "employee_range": "51-200 employees",
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   "description": "Cirrus Insight is a sales productivity tool that integrates with Salesforce and email platforms like Gmail and Outlook, providing features such as email tracking, Salesforce synchronization, and meeting scheduling."
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  {
   "rank": 114,
   "product": "Cloudera",
   "category": "Data & Analytics",
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   "description": "Cloudera provides secure data management and cloud-native data analytics in an open, hybrid platform. It empowers businesses to leverage their data for AI applications and real-time analytics, ensuring flexibility and security across various environments."
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  {
   "rank": 115,
   "product": "Cloudingo",
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   "description": "Cloudingo is a tool designed for Salesforce data cleansing and management. It facilitates the merging of duplicate records, modification of large data sets, importing of data without duplicates, comparison of data for consistency, deletion of obsolete records, real-time merging of duplicates based on predefined rules, address validation, and synchronization of data across systems."
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  {
   "rank": 116,
   "product": "CockroachDB",
   "category": "Data & Analytics",
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   "url": "https://cockroachlabs.com/",
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  {
   "rank": 117,
   "product": "CoinMarketCap",
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   "url": "https://coinmarketcap.com/",
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  {
   "rank": 118,
   "product": "Cometly",
   "category": "Data & Analytics",
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   "description": "Cometly is a marketing attribution platform that tracks and analyzes ad performance, providing accurate data to optimize advertising strategies."
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  {
   "rank": 119,
   "product": "Confluent",
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   "description": "Confluent is a data platform that helps companies to connect their apps, systems, and their organisation with real-time data flow and processing."
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  {
   "rank": 120,
   "product": "Connecty",
   "category": "Data & Analytics",
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   "employee_range": "2-10 employees",
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   "rank_change_12m_activity": null,
   "url": "https://connectyai.com/",
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   "description": "Connecty AI is a cloud platform that connects to enterprise data sources and generates insights by interpreting business questions against unified contextual data. The system produces analytic results and recommended actions by applying autonomous reasoning over linked data."
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  {
   "rank": 121,
   "product": "Context.dev",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2020,
   "employee_range": "2-10 employees",
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   "description": "Context.dev is an API platform that facilitates web scraping and data extraction for artificial intelligence applications. The tool converts website content into structured formats including markdown, HTML, and brand assets to provide real-time context for digital agents."
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  {
   "rank": 122,
   "product": "Crunchy Data",
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   "description": "Crunchy Data Warehouse is a Postgres-native data warehouse supporting OLTP/OLAP workloads, with Iceberg for analytics, built on unmodified Postgres, requiring Kubernetes for deployment."
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  {
   "rank": 123,
   "product": "CurrencyBeacon",
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   "founded_year": 2020,
   "employee_range": "51-200 employees",
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   "description": "CurrencyBeacon is a currency API service company that provides real-time and historical data."
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  {
   "rank": 124,
   "product": "Dagster",
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   "employee_range": "51-200 employees",
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   "description": "Dagster Cloud is an enterprise orchestration platform focusing on developer experience. It supports serverless or hybrid deployments and aims to simplify data pipeline building and operations, reducing downtime and operational burdens. It's designed for scalability and supports a range of deployment configurations."
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   "rank": 125,
   "product": "Dashboardly",
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   "subcategory": "Business Intelligence & Dashboards",
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   "description": "Dashboardly is a business intelligence and reporting platform that helps teams build dashboards, visualize data, and monitor key metrics. It is used to consolidate data sources and provide actionable analytics for business decision-making."
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  {
   "rank": 126,
   "product": "Databar.ai",
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   "employee_range": "2-10 employees",
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   "description": "Tool to set up live, automatically updating tables, enrichments, and data manipulations. It allows connecting to hundreds of APIs without using an API key"
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   "rank": 127,
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   "description": "Databento provides market data APIs and infrastructure for accessing historical and real-time financial market data. It serves developers, quantitative researchers, and trading firms with exchange data in standardized formats."
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   "rank": 128,
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   "product": "Datadoor.io",
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   "rank": 130,
   "product": "Datafiniti",
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   "url": "https://datafiniti.co/",
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   "description": "Datafiniti is a platform that provides businesses with a wide variety of information on retail products, properties, and companies."
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   "rank": 131,
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   "description": "Dataloader.io is a data integration platform designed to facilitate the import and export of data to and from various cloud applications. It is commonly utilized in conjunction with Salesforce to perform data-loading tasks. The platform offers users the capability to manage and transfer data between different systems, enabling streamlined and efficient data integration processes."
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   "rank": 132,
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   "rank": 139,
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   "rank": 144,
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   "description": "Harmonic provides an automated data platform that identifies and tracks startups to help organizations discover investment and partnership opportunities."
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   "rank": 161,
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   "category": "Data & Analytics",
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   "description": "Heatmap.com is a web analytics platform designed to increase revenue by providing detailed insights into e-commerce metrics for every element of a website. It offers tools like revenue-tracked heatmaps, scrollmaps, and screen recordings, along with features to enhance website speed."
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  {
   "rank": 162,
   "product": "Hexact",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
   "founded_year": 2019,
   "employee_range": "11-50 employees",
   "funding_range": "Under $1M",
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   "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."
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  {
   "rank": 163,
   "product": "Indicative",
   "category": "Data & Analytics",
   "subcategory": "Product Analytics",
   "founded_year": 2013,
   "employee_range": "11-50 employees",
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   "description": "Indicative is a platform designed to help businesses understand and analyze user behavior across their digital properties. The platform allows companies to collect, analyze, and visualize data from various sources, including websites, mobile apps, and other digital touchpoints. "
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  {
   "rank": 164,
   "product": "Ingest AI",
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   "description": "Ingest AI offers a platform that enables businesses to extract insights from unstructured data using artificial intelligence. "
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  {
   "rank": 165,
   "product": "Insightly",
   "category": "Data & Analytics",
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  {
   "rank": 166,
   "product": "Inspectlet",
   "category": "Data & Analytics",
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  {
   "rank": 167,
   "product": "Internet Research Unit",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
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  {
   "rank": 168,
   "product": "Intotheblock",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
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   "employee_range": "51-200 employees",
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   "description": "Intotheblock is blockchain and cryptocurrency market analysis, insights and trading signals."
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  {
   "rank": 169,
   "product": "JMP",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
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   "description": "JMP is a statistical analysis and data visualization software, designed for scientists, engineers, and analysts who need to explore, model, and understand data without heavy coding. It combines interactive visualization with advanced analytics such as regression, design of experiments, and predictive modeling, allowing users to quickly identify patterns and insights."
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  {
   "rank": 170,
   "product": "Julius",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
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   "employee_range": "2-10 employees",
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   "description": "Julius is a tool that transforms structured data from spreadsheets into visual charts and reveals critical trends, simplifying data analysis."
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  {
   "rank": 171,
   "product": "June.so",
   "category": "Data & Analytics",
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   "description": "June is a product analytics platform for B2B SaaS companies that automatically generates essential metrics such as active users, power users, new users, and retention. It integrates these metrics into workflows via Slack or Notion, helping companies monitor and achieve their goals."
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  {
   "rank": 172,
   "product": "JungleAce",
   "category": "Data & Analytics",
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   "rank_change_12m_activity": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "JungleAce provides a suite of data-driven tools specifically for Amazon sellers. Designed to scale and enhance Amazon businesses, these tools include split testing and analytics to uncover opportunities on the platform."
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  {
   "rank": 173,
   "product": "Kaito",
   "category": "Data & Analytics",
   "subcategory": "Data Catalogs & Governance",
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   "employee_range": "11-50 employees",
   "funding_range": "$5M - $10M",
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   "rank_change_12m_activity": null,
   "url": "https://kaito.ai/",
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   "description": "Kaito is an AI-powered search platform that indexes and searches data related to digital assets for the Web3 community. The platform processes data sets from a variety of crypto-related sources, including social platforms, publishing platforms, industry research, and news sites. Kaito's main service, MetaSearch, aggregates and organizes this information to support search and discovery tasks. "
  },
  {
   "rank": 174,
   "product": "Kissmetrics",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2008,
   "employee_range": "11-50 employees",
   "funding_range": "$1M - $5M",
   "hq": "San Francisco, CA",
   "canonical_city": "San Francisco",
   "canonical_region": "California",
   "country_code": "US",
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   "rank_change_12m_activity": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Kissmetrics is a behavioral analytics platform that tracks user actions across multiple channels, providing insights into customer behavior, feature usage, and conversion rates. Requires JavaScript integration."
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  {
   "rank": 175,
   "product": "Koyfin",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
   "founded_year": 2016,
   "employee_range": "11-50 employees",
   "funding_range": null,
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   "canonical_region": "New York",
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   "rank_change_12m_activity": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Koyfin is a financial data and analytics platform that provides users with access to global market data, customizable dashboards, advanced charting, and research tools for stocks, bonds, ETFs, FX, commodities, and other asset classes."
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  {
   "rank": 176,
   "product": "Kurrent",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2012,
   "employee_range": "51-200 employees",
   "funding_range": "$10M - $25M",
   "hq": "San Francisco, CA",
   "canonical_city": "San Francisco",
   "canonical_region": "California",
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Kurrent provides an event-native data platform that streams business-critical data in real time and retains full historical context for each change. The platform supports analytics, AI/ML and microservices by storing each state transition as an immutable event which can be queried or streamed from origination to destination. "
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  {
   "rank": 177,
   "product": "LeadsBridge",
   "category": "Data & Analytics",
   "subcategory": "Reverse ETL & Activation",
   "founded_year": 2011,
   "employee_range": "11-50 employees",
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   "hq": "Austin, Texas",
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   "rank_change_12m_activity": null,
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   "description": "LeadsBridge is an iPaaS solution that enables companies to enhance their omnichannel strategy orchestrating their business data."
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  {
   "rank": 178,
   "product": "Lucky Orange",
   "category": "Data & Analytics",
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   "employee_range": "11-50 employees",
   "funding_range": null,
   "hq": "Overland Park, KS",
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   "canonical_region": "Kansas",
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   "rank_change_12m_activity": null,
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   "description": "Lucky Orange provides tools for analyzing website performance and visitor behavior to improve conversion rates. It includes features for recording sessions, creating heatmaps, conducting surveys, offering live chat, and more. These functionalities help in identifying areas for improvement on a website, optimizing user experience, and engaging with visitors in real-time. "
  },
  {
   "rank": 179,
   "product": "LunarCrush",
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   "employee_range": "11-50 employees",
   "funding_range": "$5M - $10M",
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   "url": "https://lunarcrush.com/",
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  {
   "rank": 180,
   "product": "LuxAlgo",
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   "employee_range": "11-50 employees",
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   "url": "https://luxalgo.com/",
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   "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": 181,
   "product": "Luzmo",
   "category": "Data & Analytics",
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   "employee_range": "51-200 employees",
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   "description": "Luzmo is an embedded analytics platform that lets users add interactive dashboards to their own software application or customer portal."
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  {
   "rank": 182,
   "product": "Mailparser",
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   "description": "MailParser is a software that extracts specific data from incoming emails and attachments, automating workflows by sending the parsed data to applications like Excel, Google Sheets, CRMs, and more. It offers custom parsing rules and integrates with over 5,000 applications for seamless data transfer."
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  {
   "rank": 183,
   "product": "Melissa Data",
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   "hq": "Rancho Santa Margarita, CA",
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Melissa Data is a platform designed to address and enhance the quality of data used by organizations. It offers various solutions and services geared towards improving the accuracy and completeness of data, particularly in terms of addresses, emails, and phone numbers. The platform provides tools for data validation and enrichment, supporting organizations in maintaining consistent and high-quality data across their databases."
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  {
   "rank": 184,
   "product": "Merge",
   "category": "Data & Analytics",
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   "employee_range": "51-200 employees",
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   "description": "Merge is a software company that provides a Unified API to integrate data from multiple third-party platforms. This helps businesses manage their HR, accounting, ticketing, CRM, marketing automation, and file storage data in a standardized and synchronized manner."
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  {
   "rank": 185,
   "product": "Mergr",
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  {
   "rank": 186,
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   "employee_range": "51-200 employees",
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   "description": "Messari is an analytics platform tailored for the cryptocurrency market, offering a suite of tools and resources for data analysis and asset tracking within the cryptoeconomy. Key features of Messari include a powerful screener for filtering and analyzing cryptocurrency metrics, access to curated research reports offering in-depth analysis of various crypto assets, and an AI-powered engine that summarizes critical crypto data. The platform is designed to be a central hub for tracking crypto assets, discovering research, following crypto events, and staying updated with news in the crypto world."
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  {
   "rank": 187,
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   "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."
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  {
   "rank": 217,
   "product": "Rockset",
   "category": "Data & Analytics",
   "subcategory": "Data Warehouses",
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   "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."
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  {
   "rank": 218,
   "product": "ROSTR",
   "category": "Data & Analytics",
   "subcategory": "Other",
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   "employee_range": "11-50 employees",
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   "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. "
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  {
   "rank": 219,
   "product": "Row Zero",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
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   "employee_range": "11-50 employees",
   "funding_range": "$10M - $25M",
   "hq": "Seattle, WA",
   "canonical_city": "Seattle",
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   "rank_change_12m_activity": null,
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   "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."
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  {
   "rank": 220,
   "product": "SAS",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
   "founded_year": 1976,
   "employee_range": "10,001+ employees",
   "funding_range": "$1M - $5M",
   "hq": "Cary, NC",
   "canonical_city": "Cary",
   "canonical_region": "North Carolina",
   "country_code": "US",
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   "rank_change_12m_activity": null,
   "url": "https://sas.com/",
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   "description": "SAS is a platform that specializes in providing advanced analytics and data management solutions. One of SAS's flagship offerings is its comprehensive analytics platform, which empowers businesses to harness the power of data for making informed decisions. SAS Analytics provides a broad suite of tools and capabilities for data analysis, predictive modeling, machine learning, and data visualization. These tools enable organizations to uncover valuable insights from their data, identify trends, and drive data-driven strategies."
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  {
   "rank": 221,
   "product": "Scarf",
   "category": "Data & Analytics",
   "subcategory": "Product Analytics",
   "founded_year": 2019,
   "employee_range": "11-50 employees",
   "funding_range": "$5M - $10M",
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   "country_code": "US",
   "city_id": "US:_:oakland",
   "rank_change_12m_activity": null,
   "url": "https://about.scarf.sh/",
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  {
   "rank": 222,
   "product": "ScyllaDB",
   "category": "Data & Analytics",
   "subcategory": "Other",
   "founded_year": 2013,
   "employee_range": "201-500 employees",
   "funding_range": "$25M - $50M",
   "hq": "Sunnyvale, California",
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   "canonical_region": "California",
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   "url": "https://scylladb.com/",
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "ScyllaDB is a high-performance, low-latency distributed NoSQL database designed for data-intensive applications. It offers compatibility with Apache Cassandra and Amazon DynamoDB, providing scalability and efficiency for modern infrastructures. "
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  {
   "rank": 223,
   "product": "SeekWell",
   "category": "Data & Analytics",
   "subcategory": "Reverse ETL & Activation",
   "founded_year": 2017,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Mountain View, California",
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   "rank_change_12m_activity": null,
   "url": "https://seekwell.io/",
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "SeekWell is a platform that enables users to run SQL queries on their databases and send the results to various destinations such as Google Sheets, Excel, Slack, or email."
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  {
   "rank": 224,
   "product": "Sellerise",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
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   "employee_range": "11-50 employees",
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   "rank_change_12m_activity": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Sellerise is an analytics and optimization platform for Amazon sellers, providing tools to track sales, manage inventory, and improve product visibility.\n\n"
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  {
   "rank": 225,
   "product": "Sequin",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2020,
   "employee_range": "2-10 employees",
   "funding_range": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Sequin is a platform that offers an API data platform, turning APIs into a consistent, real-time data stream. This enables integration with third-party services like Salesforce, Shopify, and GitHub, with the aim of assisting developers to build on their data without dealing with the complexities of APIs."
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  {
   "rank": 226,
   "product": "Sheetgo",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
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   "employee_range": "11-50 employees",
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   "rank_change_12m_activity": null,
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   "description": "Sheetgo is a platform that offers spreadsheet management and automation solutions"
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  {
   "rank": 227,
   "product": "SingleStore",
   "category": "Data & Analytics",
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   "founded_year": 2011,
   "employee_range": "201-500 employees",
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   "hq": "San Francisco, California",
   "canonical_city": "San Francisco",
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  {
   "rank": 228,
   "product": "SkySuite",
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   "description": "SkySuite is a powerful Excel extension that enhances your Excel experience. It offers a range of AI tools, cloud integration, data management, and cleaning features to streamline your tasks, improve accuracy, and boost productivity in Excel."
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  {
   "rank": 229,
   "product": "Slemma",
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   "employee_range": "11-50 employees",
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   "rank_change_12m_activity": null,
   "url": "https://slemma.com/",
   "global_spend_share_pct": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Slemma is a codeless data visualization software."
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  {
   "rank": 230,
   "product": "Sling Data",
   "category": "Data & Analytics",
   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2022,
   "employee_range": "2-10 employees",
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   "rank_change_12m_activity": null,
   "url": "https://slingdata.io/",
   "global_spend_share_pct": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Sling Data is an ELT data integration software that automates data replication across databases, file systems, cloud storage, and APIs using YAML configurations. The platform orchestrates and monitors workflows while allowing users to run execution agents within their own infrastructure so customer row data never passes through central control servers."
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  {
   "rank": 231,
   "product": "Smarty",
   "category": "Data & Analytics",
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   "founded_year": 2011,
   "employee_range": "51-200 employees",
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   "hq": "Orem, Utah",
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   "country_code": "US",
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   "rank_change_12m_activity": null,
   "url": "https://smarty.com/",
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   "description": "Smarty is a software company specializing in address verification and location data services. Their main products include US Address Verification, International Address Verification, geocoding, reverse geocoding, and property data services. They offer precise, lightning-fast validation and standardization of addresses across the globe."
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  {
   "rank": 232,
   "product": "SnapLogic",
   "category": "Data & Analytics",
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   "founded_year": 2006,
   "employee_range": "201-500 employees",
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   "url": "https://www.snaplogic.com/",
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   "description": "SnapLogic is an enterprise integration platform (iPaaS) that connects applications, data, and APIs across cloud and on-premises environments using pre-built connectors ('Snaps') and visual pipelines for data movement and automation."
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  {
   "rank": 233,
   "product": "SqlDBM",
   "category": "Data & Analytics",
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   "employee_range": "51-200 employees",
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   "description": "SQLDBM is an online database modeling tool that simplifies the process of designing, modeling, and managing databases. It offers a collaborative platform where users can visually design and document their database structures, making it easier to communicate and collaborate on database projects."
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  {
   "rank": 234,
   "product": "StackSync",
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   "employee_range": "11-50 employees",
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   "description": "Stacksync is an integration platform that enables organizations to synchronize data in real time between CRMs, databases, and other business systems."
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  {
   "rank": 235,
   "product": "StreamNative",
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   "employee_range": "51-200 employees",
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  {
   "rank": 236,
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  {
   "rank": 237,
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   "description": "Tableau provides business intelligence and analytics software."
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  {
   "rank": 238,
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  {
   "rank": 239,
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   "description": "Tenjin provides a platform for mobile app developers to collect and analyze marketing, attribution, cost, and revenue data. The platform connects ad networks and data sources to track user acquisition performance and monetization metrics."
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  {
   "rank": 240,
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  {
   "rank": 242,
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   "description": "The Fly is a subscription-based financial news and analytics platform that delivers concise, market-moving headlines, audio alerts, customizable portfolio monitoring, and trade-impact calendars via a real-time web interface and optional API feeds. "
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  {
   "rank": 243,
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   "subcategory": "ETL & Data Pipelines",
   "founded_year": 2019,
   "employee_range": "51-200 employees",
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  {
   "rank": 244,
   "product": "TrackingMore",
   "category": "Data & Analytics",
   "subcategory": "Analytics",
   "founded_year": 2014,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "Dover, Delaware",
   "canonical_city": "Dover",
   "canonical_region": "Delaware",
   "country_code": "US",
   "city_id": "US:delaware:dover",
   "rank_change_12m_activity": null,
   "url": "https://trackingmore.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "TrackingMore is a multi-carrier shipment tracking platform providing an API to track shipments with over 1,200 carriers and 80+ airlines. It offers a branded tracking page and a shipment dashboard for improved visibility and logistics efficiency."
  },
  {
   "rank": 245,
   "product": "Triplegangers",
   "category": "Data & Analytics",
   "subcategory": "Other",
   "founded_year": 2016,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Brandon, FL",
   "canonical_city": "Brandon",
   "canonical_region": "Florida",
   "country_code": "US",
   "city_id": "US:florida:brandon",
   "rank_change_12m_activity": null,
   "url": "https://triplegangers.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": null
  },
  {
   "rank": 246,
   "product": "Truviz",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
   "founded_year": 2021,
   "employee_range": "51-200 employees",
   "funding_range": null,
   "hq": "South Plainfield, New Jersey",
   "canonical_city": "South Plainfield",
   "canonical_region": "New Jersey",
   "country_code": "US",
   "city_id": "US:new-jersey:south-plainfield",
   "rank_change_12m_activity": null,
   "url": "https://truviz.ai/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "The TruViz platform provides analytics consulting and technology services that transform business data into actionable insights. The platform enables organizations to implement business intelligence solutions, manage cloud‑based analytics deployments, and support decision‑making through governance, visualization, and managed services. "
  },
  {
   "rank": 247,
   "product": "Turntable",
   "category": "Data & Analytics",
   "subcategory": "Data Catalogs & Governance",
   "founded_year": 2022,
   "employee_range": "2-10 employees",
   "funding_range": "Under $1M",
   "hq": "new york",
   "canonical_city": "New York",
   "canonical_region": null,
   "country_code": "US",
   "city_id": "US:_:new-york",
   "rank_change_12m_activity": null,
   "url": "https://turntable.so/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Turntable is a workspace for analytics teams built to ingest, model, document, and monitor data pipelines, metrics, dashboards, and data transformations using SQL, dbt Core, SQLMesh, and related tools. It offers features such as column-level lineage, automated cataloging, versioned environments/branches, and an AI assistant to help with data workflows. "
  },
  {
   "rank": 248,
   "product": "UXCam",
   "category": "Data & Analytics",
   "subcategory": "Product Analytics",
   "founded_year": 2014,
   "employee_range": "51-200 employees",
   "funding_range": "$5M - $10M",
   "hq": "San Francisco, California",
   "canonical_city": "San Francisco",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:san-francisco",
   "rank_change_12m_activity": null,
   "url": "https://uxcam.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "UXCam is a tool that captures user behaviour for mobile apps and helps report and triage issues users may be facing and provides feedback on how well the apps are designed."
  },
  {
   "rank": 249,
   "product": "Validity",
   "category": "Data & Analytics",
   "subcategory": "Data Catalogs & Governance",
   "founded_year": 2018,
   "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://validity.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Validity is a software company offering solutions such as DemandTools, which helps manage Salesforce data by deduplicating, standardizing, and updating records from diverse sources. Other products include BriteVerify for email validation and Everest for email deliverability insights."
  },
  {
   "rank": 250,
   "product": "VBC Risk Analytics",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
   "founded_year": 2024,
   "employee_range": "2-10 employees",
   "funding_range": null,
   "hq": "Troy, MI",
   "canonical_city": "Troy",
   "canonical_region": "Michigan",
   "country_code": "US",
   "city_id": "US:michigan:troy",
   "rank_change_12m_activity": null,
   "url": "https://vbcriskanalytics.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "VBC Risk Analytics provides healthcare analytics software focused on risk adjustment, population health, and value-based care performance management. Its platform helps healthcare organizations analyze clinical and claims data to improve coding accuracy, financial performance, and care outcomes."
  },
  {
   "rank": 251,
   "product": "Vizzly ",
   "category": "Data & Analytics",
   "subcategory": "Business Intelligence & Dashboards",
   "founded_year": 2015,
   "employee_range": "201-500 employees",
   "funding_range": null,
   "hq": "New York",
   "canonical_city": "New York",
   "canonical_region": null,
   "country_code": "US",
   "city_id": "US:_:new-york",
   "rank_change_12m_activity": null,
   "url": "https://vizzly.co/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Vizzly is a customer-facing analytics platform designed for SaaS applications. It enables users to connect seamlessly to any SQL database or API. One. distinctive feature is the ability to embed dashboards as JavaScript-based components, offering users direct access to analytics within their applications."
  },
  {
   "rank": 252,
   "product": "Yellowbrick",
   "category": "Data & Analytics",
   "subcategory": "Data Warehouses",
   "founded_year": 2014,
   "employee_range": "201-500 employees",
   "funding_range": "$50M - $100M",
   "hq": "Mountain View, California",
   "canonical_city": "Mountain View",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:mountain-view",
   "rank_change_12m_activity": null,
   "url": "https://yellowbrick.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
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   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Yellowbrick is a SQL data platform built on Kubernetes, offering enterprise data warehousing, ad-hoc and streaming analytics, AI, and BI workloads with high speed and scalability across various deployment environments."
  },
  {
   "rank": 253,
   "product": "Yutori",
   "category": "Data & Analytics",
   "subcategory": "Other",
   "founded_year": 2024,
   "employee_range": "11-50 employees",
   "funding_range": "$10M - $25M",
   "hq": "San Francisco, California",
   "canonical_city": "San Francisco",
   "canonical_region": "California",
   "country_code": "US",
   "city_id": "US:california:san-francisco",
   "rank_change_12m_activity": null,
   "url": "https://yutori.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Yutori provides an automated web monitoring platform that utilizes artificial intelligence agents to track specific digital information. The software enables users to create \"Scouts\" that observe websites for price drops, news updates, job postings, and availability alerts across various industries."
  },
  {
   "rank": 254,
   "product": "Zenlytic",
   "category": "Data & Analytics",
   "subcategory": "Other",
   "founded_year": 2019,
   "employee_range": "11-50 employees",
   "funding_range": "$10M - $25M",
   "hq": "New York, New York",
   "canonical_city": "New York",
   "canonical_region": "New York",
   "country_code": "US",
   "city_id": "US:new-york:new-york",
   "rank_change_12m_activity": null,
   "url": "https://zenlytic.com/",
   "global_spend_share_pct": null,
   "global_activity_rank": null,
   "observation_month": "2026-10",
   "ranking_basis": "headquarters_vendor_spend_share",
   "description": "Zenlytic is a machine learning-powered text analytics platform that helps businesses analyze their text data and derive insights from it. "
  }
 ]
}