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Top 647 Text Analysis Software SaaS Companies in May 2026

As of May 2026, there are 647 SaaS companies in Text Analysis Software. They have combined revenues of $3.6B and employ 24.6K people. They have raised $5B 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.

Companies
647
Revenue
$3.6B
Funding
$5B
Employees
24.6K

Filters

Sorting: Highest -> Lowest

Filters

Top Text Analysis Software Companies

Showing 10 of 68 companies ranked by annual revenue.

1
Tethr

Austin, Texas, United States

Tethr operates as an AI-powered conversation intelligence platform.

Revenue
$10M
Customers
-
Year founded
2013
Funding
$51.2M
Team size
25
Growth
54.97%
2
retrain.ai

New York, New York, United States

retrain.ai which uses AI and machine learning to read job boards at scale and gain insight into where the job market is going.

Revenue
$10M
Customers
-
Year founded
2020
Funding
$16M
Team size
66
Growth
114.64%
3
Robbie AI

Tulsa, Oklahoma, United States

Developer of a cloud-based emotional analytics platform created to measure and understand emotions in real-time. The company's platform combines neuroscience, cognitive technology and machine learning to understand emotions and their impact on learning, health and well-being as well as tracks, predicts and recommends customers based on relevant emotional states, enabling users to receive a new technology of artificial intelligence with empathy to improve their lives.

Revenue
$10M
Customers
-
Year founded
2017
Funding
-
Team size
16
Growth
739.56%
4
Lucidya

Riyadh, Saudi Arabia

Developer of a Saas-based social media analytics and monitoring software intended to help businesses make better strategic decisions. The company's software uses big spatial data search engine to analyze both current and historical social media content in real-time using the contents published on the different social media channels, enabling businesses to filter results, analyze influential users, sites and content to understand consumers' feedback and expand its reach to target customers.

Revenue
$10M
Customers
-
Year founded
2015
Funding
$1.4M
Team size
179
Growth
43%
5
Revuze

Palo Alto, California, United States

Revuze is a leader in Generative AI analysis for online reviews, revolutionizing the consumer insights landscape. With years of experience leveraging LLM training, Revuze unlocks the full potential of insights from verified buyers across multiple e-commerce sources. Our cutting-edge solutions empower businesses to seamlessly integrate review analytics into their marketing and product processes, enabling strategic decision-making. Through high-quality data, insightful predictions, and scalable capabilities across sources and regions, we offer real-time analysis with intuitive features, dynamic dashboards, and comprehensive reports. From data collection to final visualization, Revuze’s end-to-end solutions ensure you can navigate the rapidly changing landscape of your categories and confidently make daily data-driven decisions. Discover the power of Revuze, the GPT of the consumer insights industry, and gain a deeper understanding of your customers and competitors.

Revenue
$9.9M
Customers
-
Year founded
2013
Funding
-
Team size
90
Growth
-
6
Octane AI

San Francisco, California, United States

Provider of an online platform created to focus on subject of social media marketing. The company's online platform help to analyze social media messaging trends as a means of assessing and improving engagement between client and customers.

Revenue
$9.7M
Customers
1K
Year founded
2016
Funding
$10.8M
Team size
51
Growth
98.54%
7
Indico Data

Boston, Massachusetts, United States

Indico Data's Decision Automation Platform powers insurance with real-time, actionable insights from unstructured data—fueling smarter risk assessment, sharper claims evaluation, and streamlined policy management.

Revenue
$9.7M
Customers
-
Year founded
2013
Funding
-
Team size
88
Growth
-
8
ConverSight.ai

Indianapolis, Indiana, United States

ConverSight.ai is a platform that uncovers actionable business insights for enterprises through natural language conversation.

Revenue
$9.6M
Customers
-
Year founded
2017
Funding
$7M
Team size
81
Growth
73.85%
9
Liner

San Francisco, California, United States

Liner is an AI search engine for students and researchers. Liner AI Search helps users find reliable knowledge in seconds based on reliable references using AI technology. Reliable AI comes from a source of reliable knowledge. Liner selects reliable sources based on highlighting data accumulated since 2015 and provides accurate answers. Liner empowers students by combining the power of Large Language Models (LLM) with a unique database of trusted sources, enabling faster and more relevant information discovery. Over 10,000,000 users globally love Liner and it was recognized by a16z as the 4th most used Generative AI product on the web. We want to help more students and researchers access high-quality information easily, thus saving time during research.

Revenue
$9.6M
Customers
-
Year founded
2014
Funding
-
Team size
87
Growth
-
10
electrifai.com

Jersey City, New Jersey, United States

ElectrifAi’s pre-built Machine Learning, NLP, and Computer Vision software products solve high-value business problems with guaranteed 5x ROI in 6-8 weeks. We call this transformative impact as Consequential Ai. Our products help you drive top-line revenue growth, improve operational efficiency and reduce risk, while you pay only when your KPIs are met. We partner with a diverse range of clients—from Fortune 500 to mid-sized enterprises—transforming their data into a strategic weapon to drive enterprise growth and profitability.

Revenue
$9.5M
Customers
-
Year founded
2004
Funding
-
Team size
86
Growth
-

Inclusion Criteria

- 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