As of August 2026, Latka tracks 3 insight engines software companies with $100M+ in annual revenue. They have combined revenues of $700M and employ 2.8K people. They have raised $1.5B and serve 15M customers combined.
Every company below sells insight engines software to other businesses and is ranked by its most recent annual revenue. Revenue, funding, headcount and customer figures come from CEO interviews on the Latka podcast, public company filings, and Latka estimates where a company has not disclosed a number.
Insight Engines Software is designed to enhance the discovery and analysis of information by leveraging advanced technologies such as artificial intelligence and natural language processing. These platforms provide organizations with the ability to analyze structured and unstructured data, yielding actionable insights that inform decision-making and strategy development. The core functionalities include data aggregation, relevance ranking, and intuitive search capabilities, allowing users to retrieve crucial information efficiently. Common use cases for insight engines involve improving customer service through better understanding of customer feedback, enhancing product development via market analysis, and optimizing business operations by harnessing internal data. The typical users of this software vary from data analysts and business intelligence professionals to departments such as marketing, product management, and customer support. By facilitating data-driven insights, organizations can improve responsiveness to market dynamics and customer needs.
Sorting: Highest -> Lowest
Showing 3 of 3 companies ranked by annual revenue.
San Francisco, California, United States
The most powerful answer engine. Powering curiosity with answers backed by up-to-date sources. This is where knowledge begins.
San Francisco, California, United States
Algolia is owned by Algolia Inc., a privately held company headquartered in San Francisco, California, USA. Algolia is a search-as-a-service platform that enables developers to build fast, relevant, and intuitive search experiences for their websites and applications. The company was founded in 2012 by Nicolas Dessaigne and Julien Lemoine and has since grown to serve thousands of customers worldwide, including big names like Twitch, Stripe, and Under Armour. Algolia's mission is to make every search interaction meaningful and rewarding for users, and to help businesses improve engagement and conversion rates through better search experiences.
London, England, United Kingdom
Patsnap Eureka uses AI that goes beyond simple keyword matching to deliver search results. Validate your ideas and identify potential roadblocks before you invest time and resources. Regardless of your expertise, our collaborative tool makes it easy for teams to work together seamlessly.
Latka tracks 3 insight engines software companies with $100M+ in annual revenue. Together they generate $700M in annual revenue and employ 2.8K people.
Perplexity is the largest, with $500M in annual revenue, founded in 2022.
The average insight engines software company in this list makes $233.3M a year, across 3 companies with reported revenue. They serve 15M customers combined.
Ranked by annual revenue, the leaders are Perplexity, Algolia and Patsnap (UK) Ltd..
The 3 insight engines software companies with $100M+ in annual revenue tracked here have raised $1.5B in disclosed funding between them.
- The software must leverage AI technologies for data processing and analysis. - It should integrate both structured and unstructured data sources for comprehensive insights. - The platform must provide advanced search capabilities, including natural language processing. - It should enable users to generate actionable insights that inform business decisions. - The product should support collaboration features for sharing insights across teams and departments. - Not just focus on data visualization; must also support detailed data analysis and reporting.
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