Company lists · Data refreshed October 2026

Top 19 Relationship text analysis software companies based in the United States

RevenueBase identified 53 company matches for relationship text analysis software companies associated with the United States as of October 2026 and tracks 271 professional contacts across them, including 65 with verified work emails. San Francisco is the largest hub.

This list covers company matches for relationship 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 October 20, 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 Oct 20, 2026 How this list was built
53Companies
271Contacts tracked
65Verified emails
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The 19 largest relationship text analysis software companies based in the United States

Ranked by team size
Top 19 of 53 company matches for relationship text analysis software companies based in the United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Oct 20, 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 matchCincinnati, OH, United StatesHQ recorded Oct 20, 202651-20034 contacts →

Exact match

“Ascribe is now part of Discuss.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
2Exact matchFranklin, TN, United StatesHQ recorded Oct 20, 202651-20022 contacts →

Exact match

“Digital Reasoning is an Artificial Intelligence company that understands the nuances of human intention and behavior found in communications providing global enterprises with…”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
3Exact matchBoston, MA, United StatesHQ recorded Oct 20, 202651-20017 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 · Oct 20, 2026 · View company records in RevenueBase
4Exact matchSeattle, WA, United StatesHQ recorded Oct 20, 202611-5017 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
5Exact matchColumbus, OH, United StatesHQ recorded Oct 20, 202611-5016 contacts →

Exact match

“Cognovi Labs didn't start as a typical tech company.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
6Exact matchNew York, NY, United StatesHQ recorded Oct 20, 202651-20016 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 · Oct 20, 2026 · View company records in RevenueBase
7Exact matchAmherst, MA, United StatesHQ recorded Oct 20, 202611-5014 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 · Oct 20, 2026 · View company records in RevenueBase
8Exact matchVancouver, United StatesHQ recorded Oct 20, 20261-108 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
9Exact matchSan Francisco, CA, United StatesHQ recorded Oct 20, 202611-508 contacts →

Exact match

“Botanalytics is the state-of-the-art analytics platform for conversations.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
10Exact matchStamford, CT, United StatesHQ recorded Oct 20, 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 · Oct 20, 2026 · View company records in RevenueBase
11Exact matchLos Angeles, CA, United StatesHQ recorded Oct 20, 20261-104 contacts →

Exact match

“At RelaTechLab, we are at the forefront of relationship technology, dedicated to enhancing how individuals connect and engage with themselves and others.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
12Exact matchSan Diego, CA, United StatesHQ recorded Oct 20, 20261-103 contacts →

Exact match

“EffectCheck enables people to discover how their writing makes others feel.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
13Exact matchTucson, AZ, United StatesHQ recorded Oct 20, 20261-103 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 · Oct 20, 2026 · View company records in RevenueBase
14Exact matchChicago, IL, United StatesHQ recorded Oct 20, 20261-103 contacts →

Exact match

“At Beyond Expression we believe in the Colonization of Mars, Mining the Asteroid Belt, Humanized AI, Technological Singularity, and efficient Human - Machine Interfaces.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
15Exact matchIncline Village, NV, United StatesHQ recorded Oct 20, 202611-502 contacts →

Exact match

“Voise was conceived around the idea that social media messages are, in effect, a treasure trove of digital discussions, ideas, statements, and opportunities.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
16Exact matchSan Francisco, CA, United StatesHQ recorded Oct 20, 20261-101 contacts →

Exact match

“Atomic Intelligence provides a web-based service for the automated analysis of text content.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
17Exact matchSan Diego, CA, United StatesHQ recorded Oct 20, 20261-101 contacts →

Exact match

“Notiora Inc is a software development company focused on text analytics applications.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
18Exact matchAshburn, VA, United StatesHQ recorded Oct 20, 20261-101 contacts →

Exact match

“VSorts™ AI is a SaaS platform that collects and transforms unstructured data into qualitative intelligence.”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase
19Exact matchLos Angeles, CA, United StatesHQ recorded Oct 20, 20261-101 contacts →

Exact match

“TriestAI an enterprise SaaS (software as a Service) that enable businesses to uncover the hidden and often overlooked nuggets of textual information residing in the sales…”

Recorded in the RevenueBase company graph · Oct 20, 2026 · View company records in RevenueBase

Showing 19 of 53 relationship text analysis software companies based in the United States

See the full list, filter by size, metro and specialty, and access 65 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Relationship text analysis software companies based in the United States at a glance

As of Oct 20, 2026
24.0%Verified-email coverage
5.1Average contacts per company
1-10Median size (employees)
7.5%Largest-city concentration · San Francisco
Oct 20, 2026Page data refreshed

Companies by employee count

1-10
36
11-50
12
51-200
5

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 53 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 “relationship 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 65 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 October 20, 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 “relationship text analysis software companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

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

RevenueBase identified 53 company matches for relationship text analysis software companies associated with the United States as of October 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?

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

Which city has the most relationship text analysis software companies?

San Francisco leads with 4 company records, followed by Baltimore (3) and Boston (3).

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 65 professional contacts with verified work emails tracked across these 53 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 October 20, 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.