Company lists · Data refreshed September 2026

Top 25 Text analytics companies based in the United States

RevenueBase identified 148 company matches for text analytics companies associated with the United States as of September 2026 and tracks 1,239 professional contacts across them, including 322 with verified work emails and 412 with mobile numbers. New York is the largest hub.

This list covers company matches for text analytics 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 6, 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 6, 2026 How this list was built
148Companies
1,239Contacts tracked
322Verified emails
412Mobile numbers
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The 25 largest text analytics companies based in the United States

Ranked by team size
Top 25 of 148 company matches for text analytics companies based in the United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Sep 6, 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 matchPalo Alto, CA, United StatesHQ recorded Sep 6, 202651-20095 contacts →

Exact match

“Revuze empowers brands with next-step actions, from the category down to the SKU level, to streamline research across all products, drive product innovation, enhance marketing…”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
2Exact matchNew York, United StatesHQ recorded Sep 6, 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 6, 2026 · View company records in RevenueBase
3Exact matchNew York, NY, United StatesHQ recorded Sep 6, 202611-5063 contacts →

Exact match

“At Yogi, we believe in the transformative power of listening.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
4Exact matchHouston, TX, United StatesHQ recorded Sep 6, 202651-20041 contacts →

Exact match

“PolyVista is a state-of-the-art analytical solution offering a range of customized, scalable services to fulfill the analysis needs of anyone looking to get more out of their data.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
5Exact matchReston, VA, United StatesHQ recorded Sep 6, 202651-20035 contacts →

Exact match

“At Finch AI, we think like analysts.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
6Exact matchNew York, NY, United StatesHQ recorded Sep 6, 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 6, 2026 · View company records in RevenueBase
7Exact matchSan Francisco, CA, United StatesHQ recorded Sep 6, 202611-5034 contacts →

Exact match

“Protagonist is the Narrative Analytics company.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
8Exact matchCincinnati, OH, United StatesHQ recorded Sep 6, 202651-20033 contacts →

Exact match

“Ascribe is now part of Discuss.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
9Exact matchNew York, NY, United StatesHQ recorded Sep 6, 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 6, 2026 · View company records in RevenueBase
10Exact matchJackson, WY, United StatesHQ recorded Sep 6, 202611-5021 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
11Exact matchChicago, IL, United StatesHQ recorded Sep 6, 202611-5020 contacts →

Exact match

“As part of BridgeWise, the global leader in AI for wealth, Context Analytics powers the unstructured intelligence layer of the world's first vertically integrated, wealth-native…”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
12Exact matchBoston, MA, United StatesHQ recorded Sep 6, 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 6, 2026 · View company records in RevenueBase
13Exact matchAshburn, VA, United StatesHQ recorded Sep 6, 202611-5019 contacts →

Exact match

“4DV ANALYTICS is redefining trend prediction, adaptation, and more.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
14Exact matchSeattle, WA, United StatesHQ recorded Sep 6, 202611-5017 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
15Exact matchAmherst, MA, United StatesHQ recorded Sep 6, 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 6, 2026 · View company records in RevenueBase
16Exact matchNew York, NY, United StatesHQ recorded Sep 6, 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 6, 2026 · View company records in RevenueBase
17Exact matchBoston, United StatesHQ recorded Sep 6, 20261-1015 contacts →

Exact match

“Vision – Be the standard for predicting the most accurate earnings, revenue, financial restatements, and credit valuations.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
18Exact matchSan Francisco, CA, United StatesHQ recorded Sep 6, 202611-5015 contacts →

Exact match

“Company.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
19Exact matchPleasanton, CA, United StatesHQ recorded Sep 6, 20261-1015 contacts →

Exact match

“Enabling Contextual Intelligence for unstructured text data”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
20Exact matchVancouver, United StatesHQ recorded Sep 6, 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 6, 2026 · View company records in RevenueBase
21Exact matchArlington, TX, United StatesHQ recorded Sep 6, 202611-5012 contacts →

Exact match

“Nuance helps organizations turn open-ended feedback into structured, meaningful data through expert verbatim, multilingual, and medical coding, along with advanced text analytics.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
22Exact matchNew York, NY, United StatesHQ recorded Sep 6, 202611-5011 contacts →

Exact match

“FinTech Studios operates the world's most advanced Generative AI-based market intelligence and risk intelligence platform for financial institutions and corporations.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
23Exact matchWashington, DC, United StatesHQ recorded Sep 6, 202611-5011 contacts →

Exact match

“At Theia, we see the world-and the markets-for what they have become: volatile, fast-moving, and unforgiving.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
24Exact matchNew York, United StatesHQ recorded Sep 6, 202611-5011 contacts →

Exact match

“vPhrase is a venture funded, language and analytics technology company serving clients like Fidelity, Sanofi, Danone, Abbott, HDFC Bank, ICICI Lombard, GSK, Olam and more.”

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase
25Exact matchRichardson, TX, United StatesHQ recorded Sep 6, 202611-509 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Sep 6, 2026 · View company records in RevenueBase

Showing 25 of 148 text analytics companies based in the United States

See the full list, filter by size, metro and specialty, and access 322 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Text analytics companies based in the United States at a glance

As of Sep 6, 2026
26.0%Verified-email coverage
33.3%Mobile-number coverage
8.4Average contacts per company
1-10Median size (employees)
12.8%Largest-city concentration · New York
Sep 6, 2026Page data refreshed

Companies by employee count

1-10
79
11-50
52
51-200
15
201-500
1
1,001-5,000
1

Freshness & accuracy

How recently the business emails on this list were verified

Email last verified

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 analytics 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 322 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 6, 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 analytics companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

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

RevenueBase identified 148 company matches for text analytics 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?

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

Which city has the most text analytics companies?

New York leads with 19 company records, followed by San Francisco (12) and Chicago (7).

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 322 professional contacts with verified work emails tracked across these 148 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 6, 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.