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Top 3 Insight Engines Software Companies $100M+ Revenue (October 2026)

As of October 2026, Latka tracks 3 insight engines software companies with $100M+ in annual revenue. They have combined revenues of $300M 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.

What Insight Engines Software Companies do

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.

Companies
3
Revenue
$300M
Funding
$1.5B
Employees
2.8K

Filters

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Top Insight Engines Software Companies $100M+ Revenue

Showing 3 of 3 companies ranked by annual revenue.

1Algolia logo
Algolia

San Francisco, California, United States

Algolia is an AI search and retrieval platform that developers and businesses use to add search, product discovery and recommendations to their websites and apps; it says it powers 1.75 trillion searches a year for more than 18,000 businesses. Nicolas Dessaigne and Julien Lemoine founded it in Paris in 2012, and it is headquartered in San Francisco. Dessaigne, then CEO, told Latka in late 2018 that Algolia had crossed $20 million in ARR the year before and expected to pass $40 million by year-end. Its most recent announced round is a $150 million Series D at a $2.25 billion valuation in July 2021. Stephen Lynch has been CEO since April 2026.

Revenue
$100M
Customers
6K
Year founded
2012
Funding
$334.2M
Team size
899
2Patsnap (UK) Ltd. logo
Patsnap (UK) Ltd.

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.

Revenue
$100M
Team size
510
3Perplexity logo
Perplexity

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.

Revenue
$100M
Customers
15M
Year founded
2022
Funding
$1.2B
Team size
1.4K
Growth
400%

Frequently asked questions about Insight Engines Software Companies $100M+ Revenue

How many insight engines software companies with $100M+ in annual revenue are there?

Latka tracks 3 insight engines software companies with $100M+ in annual revenue. Together they generate $300M in annual revenue and employ 2.8K people.

Which insight engines software company with $100M+ in annual revenue is the largest?

Algolia is the largest, with $100M in annual revenue, founded in 2012.

How much revenue does a typical insight engines software company with $100M+ in annual revenue make?

The average insight engines software company in this list makes $100M a year, across 3 companies with reported revenue. They serve 15M customers combined.

Who are the leading Insight Engines software vendors with $100M+ in annual revenue?

Ranked by annual revenue, the leaders are Algolia, Patsnap (UK) Ltd. and Perplexity.

How much funding have insight engines software companies with $100M+ in annual revenue raised?

The 3 insight engines software companies with $100M+ in annual revenue tracked here have raised $1.5B in disclosed funding between them.

Related Analytics Tools & Software categories

All Analytics Tools & Software SaaS categoriesEvery category we track inside Analytics Tools & Software, each ranked by revenue.Browse every SaaS industryThe full A-Z of SaaS categories Latka tracks, from Insight Engines to everything else.

Inclusion Criteria

- 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.