Company lists · Data refreshed September 2026

Top 25 Text analysis software companies based in the United States

RevenueBase identified 91 company matches for text analysis software companies associated with the United States as of September 2026 and tracks 712 professional contacts across them, including 164 with verified work emails. New York is the largest hub.

This list covers company matches for text analysis software companies associated with the United States, found by RevenueBase SmartSearch using the meaning of business descriptions in its company graph at Exact. Ranked by professionals tracked, largest first. Rows show recorded descriptions where available, Exact search membership and the snapshot date. Data refreshed September 14, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase SmartSearch, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list RevenueBase SmartSearch · Exact Recorded Sep 14, 2026 How this list was built
91Companies
712Contacts tracked
164Verified emails
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The 25 largest text analysis software companies based in the United States

Ranked by team size
Top 25 of 91 company matches for text analysis software companies based in the United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Sep 14, 2026. The RevenueBase SmartSearch column shows Exact match membership in this saved search. Click a contact count to view that company's people. Totals use company locations recorded by RevenueBase; the displayed preview is a smaller selection.
#CompanyRevenueBase SmartSearchHeadquartersEmployeesContacts
1Exact matchNew York, United StatesHQ recorded Sep 14, 202651-20068 contacts →

Exact match

“Webtunix AI is an emerging technology company that provides machine learning and data science services to businesses using publically available data to the web.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
2Exact matchReston, VA, United StatesHQ recorded Sep 14, 202651-20035 contacts →

Exact match

“At Finch AI, we think like analysts.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
3Exact matchNew York, NY, United StatesHQ recorded Sep 14, 202611-5035 contacts →

Exact match

“Alexandria Technology is an AI Natural Language Processing firm that turns massive amounts of text into actionable data.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
4Exact matchCincinnati, OH, United StatesHQ recorded Sep 14, 202651-20033 contacts →

Exact match

“Ascribe is now part of Discuss.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
5Exact matchNew York, NY, United StatesHQ recorded Sep 14, 202651-20032 contacts →

Exact match

“The industry leader in providing the state-of-the-art custom AI powered NLP and context intelligence needed to make unstructured social, media, reviews, and consumer intelligence…”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
6Exact matchNew York, United StatesHQ recorded Sep 14, 202611-5028 contacts →

Exact match

“Latent Knowledge Inc.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
7Exact matchJackson, WY, United StatesHQ recorded Sep 14, 202611-5021 contacts →

Exact match

“dMetrics is an ML/NLP company founded by two MIT PhDs.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
8Exact matchBoston, MA, United StatesHQ recorded Sep 14, 202651-20020 contacts →

Exact match

“Luminoso is now part of Cemantica's Journey Value Management Platform, providing AI-powered experience insights.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
9Exact matchSeattle, WA, United StatesHQ recorded Sep 14, 202611-5017 contacts →

Exact match

“Your company is what your customers make of it.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
10Exact matchAmherst, MA, United StatesHQ recorded Sep 14, 202611-5015 contacts →

Exact match

“Lexalytics, a Press Ganey company, leads the space in solving the AI hard problem of text analytics and natural language processing.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
11Exact matchNew York, NY, United StatesHQ recorded Sep 14, 202651-20015 contacts →

Exact match

“Amenity Analytics develops cloud-based analytics tools to help businesses draw actionable insights from text on a massive scale.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
12Exact matchSan Francisco, CA, United StatesHQ recorded Sep 14, 202611-5015 contacts →

Exact match

“Company.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
13Exact matchPleasanton, CA, United StatesHQ recorded Sep 14, 20261-1015 contacts →

Exact match

“Enabling Contextual Intelligence for unstructured text data”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
14Exact matchVancouver, United StatesHQ recorded Sep 14, 20261-1014 contacts →

Exact match

“Fathom unlocks open-ended text for leaders who value customer, employee and public opinion.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
15Exact matchBrooklyn, NY, United StatesHQ recorded Sep 14, 202611-5014 contacts →

Exact match

“There are many AI detectors available, but Pangram is different.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
16Exact matchCenterville, UT, United StatesHQ recorded Sep 14, 202611-5011 contacts →

Exact match

“Oak-Tree Technologies builds software and technologies to empower people.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
17Exact matchRichardson, TX, United StatesHQ recorded Sep 14, 202611-509 contacts →

Exact match

“Language Computer Corporation (LCC) is a privately-owned U.S.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
18Exact matchSan Francisco, CA, United StatesHQ recorded Sep 14, 20261-109 contacts →

Exact match

“Anvai is an AI software company turning unstructured enterprise data into strategic information.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
19Exact matchPalo Alto, CA, United StatesHQ recorded Sep 14, 202611-507 contacts →

Exact match

“Data influences large-scale decision-making and the way most organizations function.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
20Exact matchBeverly, MA, United StatesHQ recorded Sep 14, 202651-2005 contacts →

Exact match

“The Eumonics platform is designed to work with any type of data.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
21Exact matchStamford, CT, United StatesHQ recorded Sep 14, 202611-505 contacts →

Exact match

“No other software firm within the marketing research domain has more experience with unstructured (text) data than Anderson Analytics (OdinText).”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
22Exact matchHerndon, VA, United StatesHQ recorded Sep 14, 202611-504 contacts →

Exact match

“Rosoka Software develops and delivers the best in high-value, Business and Government Analytic information software products.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
23Exact matchBeverly Hills, CA, United StatesHQ recorded Sep 14, 202611-504 contacts →

Exact match

“Soteria Intelligence is a technology company based in Los Angeles, California that has spent the past 4 years researching and developing machine learning technologies that deliver…”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
24Exact matchMclean, VA, United StatesHQ recorded Sep 14, 20261-104 contacts →

Exact match

“Plasticity builds natural language processing products and APIs to understand unstructured data and extract information from text.”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase
25Exact matchTucson, AZ, United StatesHQ recorded Sep 14, 20261-104 contacts →

Exact match

“Our natural language processing (NLP) technology augments R&D investments by distilling unstructured text to reveal mechanisms that matter: drivers, detractors, and how that…”

Recorded in the RevenueBase company graph · Sep 14, 2026 · View company records in RevenueBase

Showing 25 of 91 text analysis software companies based in the United States

See the full list, filter by size, metro and specialty, and access 164 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Text analysis software companies based in the United States at a glance

As of Sep 14, 2026
23.0%Verified-email coverage
7.8Average contacts per company
1-10Median size (employees)
11.0%Largest-city concentration · New York
Sep 14, 2026Page data refreshed

Companies by employee count

1-10
53
11-50
28
51-200
10

Email recency for this list is measured worldwide rather than for United States, so it is reported there. Company counts and contact totals on this page are exact for United States, over 91 companies.

How this list was built

The recorded descriptions help you assess these company matches. Check a company’s website for its current services and locations.

Source
The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase SmartSearch, the natural-language company search available to every RevenueBase user.
What qualifies
Company records associated with the United States whose business descriptions match “text analysis software companies” by meaning at the Exact setting. Descriptions are compiled in the RevenueBase company graph from public websites, profiles and company information where available; they are not guaranteed quotations from the company's website.
RevenueBase SmartSearch
Describe a niche company in your own words to find businesses by meaning. Exact, Similar, Related and Broad control the breadth of RevenueBase SmartSearch. This saved list uses Exact. Each row's Exact match badge shows inclusion in that search, not an individual score or a service-quality judgment.
Public preview
The public preview omits records without a verified work email. Where headquarters information is recorded, preview rows are also filtered to this page’s location. Dataset totals and geographic summaries describe the full matched records before these preview filters.
Match quality
RevenueBase's August 25, 2026 study assessed 4,198 description/company pairs across matching settings. The publisher reports 86% good or better at Exact. This evaluates the method across queries; it does not audit this individual list. Recorded company descriptions, where available, help you judge each match yourself. Read the full methodology: how the lists are built and what the study measures.
Ranking
Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification
Every displayed company carries at least one verified work email. RevenueBase tracks 164 professional contacts with verified work emails across the full matched dataset. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh
This page's figures were pulled from the company graph on September 14, 2026. Lists refresh periodically as the graph is re-checked.
Record context
Company records and descriptions can change. Check the company's website for its current services and locations.

Frequently asked

What is RevenueBase SmartSearch?

RevenueBase SmartSearch finds niche companies by the meaning of their business descriptions in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit your description. This list uses Exact for “text analysis software companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many text analysis software companies are there based in the United States?

RevenueBase identified 91 company matches for text analysis software companies associated with the United States as of September 2026, using the meaning of business descriptions at Exact. This is the recorded matched set in the RevenueBase company graph.

What is the largest company on this list?

Webtunix AI tops the displayed preview by professional contacts tracked in RevenueBase. Recorded headquarters appear in the company rows.

Which city has the most text analysis software companies?

New York leads with 10 company records, followed by San Francisco (6) and Los Angeles (4).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work limited free results with 500 credits to start. Upgrading provides access to the 164 professional contacts with verified work emails tracked across these 91 companies; direct dials are available where recorded.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 14, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase SmartSearch, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.