Index › IT › Products › Coalfire · November 2026 Edition
Penetration testing as a service · Ranked

Coalfire

Coalfire is a cybersecurity and compliance services company for enterprises and tech businesses · coalfire.com ↗

#18Best rank (enterprise)
13/14Models named it
0First choices
1Warnings
November 2026 Edition · all company sizes counted.
Ranked inPenetration testing as a service #18 enterprise

Why models recommend it

“Compliance-linked testing | Combines offensive testing with assessment expertise”Perplexity Sonar · Comparative question · alternative
“Need compliance certification? → Coalfire, NCC Group, or Mandiant”DeepSeek V4 Flash · Comparative question · alternative
“Best for compliance-led engagements | Coalfire”Perplexity Sonar · Direct question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Coalfire, over the 23 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

At a glance

Stated on Coalfire's own site, not checked by Gane.

For
enterprises and tech businesses
Price stated
$
Certifications
ISO 9001, ISO 27001, ISO 27701, SOC 2 Type II, GDPR, CCPA
Customers named
Albert Invent
Visit coalfire.com ↗

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Coalfire came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 23 of the 23 answers that named Coalfire and are not a share of its labels.

Domains cited

stingrai.io15
cloudsecuritypartners.com14
clutch.co10
techrepublic.com9
atlantsecurity.com8
softwaretestinghelp.com8
synack.com8
versprite.com8
cybri.com7
echeloncyber.com5

Ninety-two of the ninety-two domain citations in answers naming Coalfire came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Coalfire across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500101
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar02002
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash01001
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00101

What it publishes

Addresses on coalfire.com
1,017
subdomains included
Content
426
counted in the table below
Documentation
2
Product · Integration
0 · 11
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog15092026-09-21TPRM, ASM
News or press9332026-08-04
Conference or event5972026-08-14
Report or ebook4942026-09-18
Case study4532026-09-21
Webinar or virtual event1102025-05-13
Podcast or video1112026-08-24
Glossary or explainer602025-04-04
Comparison202026-02-11

Events in person

The twelve months before September 28, 2026

As the event pages on coalfire.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page coalfire.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.