Company lists · Data refreshed September 2026

Top 16 SaaS competitor analysis services based in the United States

RevenueBase identified 48 SaaS competitor analysis services headquartered in the United States as of September 2026 and tracks 339 professional contacts across them, including 81 with verified work emails. San Francisco is the largest hub.

This list covers SaaS competitor analysis services headquartered in the United States, matched on what each company actually does as described in its own words. Ranked by team size, largest first. Every row shows the company's own description, its RevenueBase Smart Search rating, and when it was last checked. Data refreshed September 29, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase Smart Search, 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 HQ checked on every row RevenueBase Smart Search rating on every row Refreshed Sep 29, 2026 86% judged on-target in blind review
48Companies
339Contacts tracked
81Verified emails
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The 16 largest SaaS competitor analysis services based in the United States

Ranked by team size
Top 16 of 48 SaaS competitor analysis services based in the United States, ranked by team size, largest first. Data refreshed Sep 29, 2026. RevenueBase Smart Search rates how each company's information relates to SaaS competitor analysis services: strong evidence (its own description names it), partial (names part of it), indirect (matched on the rest of its profile rather than the description shown). Click a contact count to view that company's people.
#CompanyRevenueBase Smart SearchHeadquartersEmployeesContacts
1Partial evidenceBoston, MA, United StatesHQ checked Sep 29, 2026n/a98 contacts →

Partial evidence

“Leading Lights helps SaaS companies build-your-own benchmarks from your platform data.”

Source: RevenueBase Database · checked Sep 29, 2026
2Partial evidenceTysons, VA, United StatesHQ checked Sep 29, 202651-20074 contacts →

Partial evidence

“About Qrvey Qrvey pioneered multi-tenant self-service analytics for SaaS companies and now leads the evolution toward AI-driven, autonomous analytics.”

Source: RevenueBase Database · checked Sep 29, 2026
3Indirect evidenceNewark, CA, United StatesHQ checked Sep 29, 202611-5017 contacts →

Indirect evidence

“At SuccessPro, we help small, midsize and enterprise technology services businesses grow more efficiently and profitably.”

Source: RevenueBase Database · checked Sep 29, 2026
4Partial evidenceDover, DE, United StatesHQ checked Sep 29, 202611-5016 contacts →

Partial evidence

“Control your SaaS spend.”

Source: RevenueBase Database · checked Sep 29, 2026
5Partial evidenceBoston, MA, United StatesHQ checked Sep 29, 202611-5013 contacts →

Partial evidence

“OPEXEngine provides the most comprehensive benchmarking database for B2B SaaS, helping SaaS leaders understand performance, identify opportunities, and make decisions with…”

Source: RevenueBase Database · checked Sep 29, 2026
6Partial evidenceSan Francisco, CA, United StatesHQ checked Sep 29, 202611-507 contacts →

Partial evidence

“Facta is powered by software and specialized finance professionals that work together to help growing SaaS companies scale their financial operations.”

Source: RevenueBase Database · checked Sep 29, 2026
7Indirect evidenceSan Francisco, CA, United StatesHQ checked Sep 29, 20261-106 contacts →

Indirect evidence

“Loup turns live market signals into growth action plans for D2C brands.”

Source: RevenueBase Database · checked Sep 29, 2026
8Strong evidenceSan Francisco, United StatesHQ checked Sep 29, 202611-505 contacts →

Strong evidence

“Aqute delivers competitive intelligence and competitor analysis to some of the world's leading companies.”

Source: RevenueBase Database · checked Sep 29, 2026
9Strong evidenceSan Francisco, CA, United StatesHQ checked Sep 29, 20261-104 contacts →

Strong evidence

“Public Comps is a SaaS company that aggregates accurate, clean and timely financial data on public software companies for benchmarking and comps analysis.”

Source: RevenueBase Database · checked Sep 29, 2026
10Partial evidenceLos Altos, CA, United StatesHQ checked Sep 29, 202611-504 contacts →

Partial evidence

“CompeteiQ is a software as a service competitive intelligence company that puts everything sales reps need to know about the competition at their fingertips.”

Source: RevenueBase Database · checked Sep 29, 2026
11Partial evidenceMissoula, MT, United StatesHQ checked Sep 29, 20261-102 contacts →

Partial evidence

“We help Weezle out your competition by finding competitors, emulating their success, and becoming more successful online one conversion at a time.”

Source: RevenueBase Database · checked Sep 29, 2026
12Partial evidenceSan Rafael, CA, United StatesHQ checked Sep 29, 20261-102 contacts →

Partial evidence

“BenchSights provides a software & analytics platform for benchmarking SaaS businesses.”

Source: RevenueBase Database · checked Sep 29, 2026
13Partial evidenceNew York, NY, United StatesHQ checked Sep 29, 20261-102 contacts →

Partial evidence

“Unkover is revolutionizing competitive intelligence for SMBs with cutting-edge solutions designed to keep your business ahead.”

Source: RevenueBase Database · checked Sep 29, 2026
14Indirect evidenceNew Providence, NJ, United StatesHQ checked Sep 29, 20261-102 contacts →

Indirect evidence

“Are you searching for comprehensive insights into software companies to drive strategic decisions with confidence?”

Source: RevenueBase Database · checked Sep 29, 2026
15Partial evidenceClearwater, United StatesHQ checked Sep 29, 20261-101 contacts →

Partial evidence

“CohesiveData is the next generation of analytics for SaaS.”

Source: RevenueBase Database · checked Sep 29, 2026
16Indirect evidenceCalabasas, CA, United StatesHQ checked Sep 29, 20261-101 contacts →

Indirect evidence

Source: RevenueBase Database · checked Sep 29, 2026

Showing 16 of 48 SaaS competitor analysis services based in the United States

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SaaS competitor analysis services based in the United States at a glance

As of Sep 29, 2026
23.9%Verified-email coverage
7.1Average contacts per company
1-10Median size (employees)
16.7%Largest-city concentration · San Francisco
Sep 29, 2026Page data refreshed

Companies by employee count

1-10
31
11-50
14
51-200
3

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

Company categories are rarely black and white. RevenueBase reads each company's own description of its business to decide whether it belongs among SaaS competitor analysis services, so some rows will be adjacent to the category rather than pure plays. The description and RevenueBase Smart Search rating on every row are there so you can check each match yourself.

Source
The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase Smart Search, the natural-language company search available to every RevenueBase user.
What qualifies
Companies headquartered in the United States whose own description of what they do matches “SaaS competitor analysis services”. Matching reads each company's description, not its industry code or its name.
RevenueBase Smart Search
RevenueBase Smart Search is how this list is assembled and how each row is rated. RevenueBase's data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to a category defined in a user's own words. Each row is rated strong evidence (its own description names SaaS competitor analysis services), partial evidence (it names part of the category) or indirect evidence (the description shown names none of it and the match rests on the rest of the company's profile). The description supporting each rating is quoted on the row.
What we exclude
Companies whose own description does not clearly place them among SaaS competitor analysis services, and records with no verified work email. Companies headquartered outside United States are excluded even when they keep an office there.
Match quality
In blind human judging of this matching method, 86% of matched companies were on target. Expect roughly 1 in 7 rows to be adjacent to the category rather than a pure play. Every row shows the company's own description and its RevenueBase Smart Search rating so you can judge each match yourself. Read the full methodology: how the lists are built, how the judging worked, and what the figure means.
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 listed company carries at least one verified work email, 81 across the full list. 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 29, 2026. Lists refresh periodically as the graph is re-checked.
Corrections
Wrong category, wrong headquarters, or a company that has closed? Use “Report an issue” on any row. Reports go to the RevenueBase Data Team and feed back into the company graph.

Frequently asked

What is RevenueBase Smart Search?

RevenueBase Smart Search is how RevenueBase decides which companies belong on this list and how strongly each one fits. Its data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to the category the list is about. Each row is rated strong evidence when the company's own description names SaaS competitor analysis services, partial evidence when it names part of the category, and indirect evidence when the description shown names none of it and the match rests on the rest of the company's profile.

How many SaaS competitor analysis services are there based in the United States?

RevenueBase identified 48 SaaS competitor analysis services headquartered in the United States as of September 2026, matched on each company's own description of what it does rather than its industry code.

What is the largest company on this list?

Leading Lights, headquartered in Boston, tops this list with the largest team on record.

Which city has the most SaaS competitor analysis services?

San Francisco leads with 8 headquartered companies, followed by New York (5) and Boston (2).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work the top results, verified emails and direct dials included. Upgrading unlocks all 81 verified decision-maker contacts tracked across these 48 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 29, 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 Smart Search, 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.