Company lists · Data refreshed November 2026

Top 20 Relationship text analysis software companies based in the United States

RevenueBase identified 48 company matches for relationship text analysis software companies associated with the United States as of November 2026 and tracks 1,850 professional contacts across them, including 196 with verified work emails. New York 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 November 5, 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 Nov 5, 2026 How this list was built
48Companies
1,850Contacts tracked
196Verified emails
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The 20 largest relationship text analysis software companies based in the United States

Ranked by team size
Top 20 of 48 company matches for relationship text analysis software companies based in the United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Nov 5, 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 matchSan Ramon, CA, United StatesHQ recorded Nov 5, 202651-200160 contacts →

Exact match

“App Orchid accelerates enterprise AI, analytics, and decision intelligence-connecting data, context, and users to drive smarter, faster outcomes.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
2Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 2026n/a77 contacts →

Exact match

“Recommind was acquired by OpenText in July 2016.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
3Exact matchReston, VA, United StatesHQ recorded Nov 5, 202651-20042 contacts →

Exact match

“At Finch AI, the core of what we do involves helping customers understand risk – risk from nefarious influences within research institutions; risk from relationships that may…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
4Exact matchCincinnati, OH, United StatesHQ recorded Nov 5, 202651-20034 contacts →

Exact match

“Ascribe is now part of Discuss.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
5Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 202611-5017 contacts →

Exact match

“Company.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
6Exact matchNew York, NY, United StatesHQ recorded Nov 5, 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 · Nov 5, 2026 · View company records in RevenueBase
7Exact matchCenterville, TN, United StatesHQ recorded Nov 5, 202611-5013 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
8Exact matchRichardson, NY, United StatesHQ recorded Nov 5, 202611-5010 contacts →

Exact match

“Lymba offers best-in-class Knowledge Management software solutions to transform large unstructured data collections into actionable knowledge.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
9Exact matchRichardson, TX, United StatesHQ recorded Nov 5, 202611-5010 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
10Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 20261-107 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
11Exact matchPlano, TX, United StatesHQ recorded Nov 5, 20261-106 contacts →

Exact match

“We are a software driven thinking company.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
12Exact matchStamford, CT, United StatesHQ recorded Nov 5, 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 · Nov 5, 2026 · View company records in RevenueBase
13Exact matchHerndon, VA, United StatesHQ recorded Nov 5, 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 · Nov 5, 2026 · View company records in RevenueBase
14Exact matchNew York, NY, United StatesHQ recorded Nov 5, 20261-103 contacts →

Exact match

“DataScava is an advanced unstructured text data mining solution that pinpoints high-quality data with user-controlled business and domain language.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
15Exact matchTucson, AZ, United StatesHQ recorded Nov 5, 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 · Nov 5, 2026 · View company records in RevenueBase
16Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 202611-502 contacts →

Exact match

“MonkeyLearn is a Text Analysis platform that allows companies to create new value from text data.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
17Exact matchSan Diego, CA, United StatesHQ recorded Nov 5, 20261-101 contacts →

Exact match

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

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
18Exact matchSan Ramon, CA, United StatesHQ recorded Nov 5, 20261-101 contacts →

Exact match

“Allspectra develops artificially intelligent software that closely replicates human intelligence and processes, such as reading and extracting valuable information and inferences…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
19Exact matchMemphis, TN, United StatesHQ recorded Nov 5, 20261-101 contacts →

Exact match

“Quire provides software and services needed to extract actionable information from text.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
20Exact matchSeattle, WA, United StatesHQ recorded Nov 5, 20261-101 contacts →

Exact match

“Sternshus is a text analytics engine, which uses natural language processing, data mining, and machine learning to curate your information and provide context so you can research…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase

Showing 20 of 48 relationship text analysis software companies based in the United States

See the full list, filter by size, metro and specialty, and access 196 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 Nov 5, 2026
10.6%Verified-email coverage
38.5Average contacts per company
1-10Median size (employees)
12.5%Largest-city concentration · New York
Nov 5, 2026Page data refreshed

Companies by employee count

1-10
26
11-50
13
51-200
7
10001+
2

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 48 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 196 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 November 5, 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 48 company matches for relationship text analysis software companies associated with the United States as of November 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?

APP Orchid INC 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?

New York leads with 6 company records, followed by San Francisco (6) and Los Angeles (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 196 professional contacts with verified work emails tracked across these 48 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 November 5, 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.