As of July 2026, there are 647 SaaS companies in Text Analysis Software. They have combined revenues of $3.7B and employ 24.5K people. They have raised $6B and serve 1.3M customers combined.
Text Analysis Software refers to tools designed to extract meaningful insights from unstructured text data. By utilizing natural language processing and machine learning technologies, these software solutions enable businesses to analyze customer feedback, social media interactions, and other textual sources to identify trends, sentiments, and key themes. Primary use cases include customer experience enhancement, market research, and content optimization.
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Showing 10 of 261 companies ranked by annual revenue.
Boulder, Colorado, United States
Vectorize is an innovative company that provides AI-powered solutions designed to enhance the processing of unstructured data and improve the efficiency of enterprise operations. It offers tools for data ingestion, vector search, and deep research applications.
New York, United States
🔥 Build fully SEO-structured Sites that rank on the first page in weeks not months 🔥 Create Internal links plan based on Topical maps data 🔥 Build hundreds of pages using the most relevant keywords for your website Features: ⚡️ Smart SEO Topical maps for Domains and SERPs (Search engine results pages) ⚡️ Advanced AI SEO strategy ⚡️ Search Intent analysis ⚡️ Comprehensive Content brief ⚡️ Hundreds of Topically relevant keywords ⚡️ Download all data points with a single click
France
We are a French-based early-stage startup developing a cutting-edge product on top of modern technologies. We aim at removing biases in the news industry, helping publishers and brands to combat misinformation. Facing the increasing exposure of the general public to misinformation and the resulting distrust in media, we ambition to act as a safe harbor for those companies. Our product helps publishers and brands understand what the content is made of – through content auditing and analytics – and provides them with all the actionable recommendations to improve their content production and business strategies.
Tel Aviv-Yafo, Tel Aviv, Israel
Your Data, Visibly Better. Lisuto AI powers data extraction from text & images for eCommerce.
London, United Kingdom
RankBee is a marketing analytics tool. It tracks AI models like ChatGPT and Gemini. Key features: Reputation management Uncover the sentiments and opinions of AI assistants about your brand. Identify potential issues and address them proactively AI visibility tracking Monitor your brand's visibility across the AI ...
Austin, Texas, United States
Sapling equips legal teams with a powerful eDiscovery platform for Structured Data. Your clients capture massive amounts of information in their enterprise software systems. This information contains critical facts for identifying risk, answering investigations, and demonstrating exactly how your clients operate at scale. From Finance to Medical Records to Sales to HR; Sapling extends your eDiscovery capabilities to analyze data from key database systems.
- Must extract insights from unstructured text data - Should provide sentiment analysis capabilities - Must identify themes or topics within the text - Should include data visualization tools to present findings - Not just analytics; must also support actionable recommendations - Target users include marketing teams, data analysts, and customer service professionals - Should integrate with other data systems or platforms for comprehensive analysis
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