Coalfire is a cybersecurity and compliance services company for enterprises and tech businesses · coalfire.com ↗
“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
No model argued against it.
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.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 22 | 2 | View → | |
| 21 | 3 | View → | |
| 20 | 7 | View → | |
| 19 | 3 | View → | |
| 16 | 3 | View → | |
| 13 | 1 | View → | |
| 13 | 0 | View → | |
| 12 | 0 | View → | |
| 11 | 1 | View → | |
| 11 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on Coalfire's own site, not checked by Gane.
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 →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.
Ninety-two of the ninety-two domain citations in answers naming Coalfire came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 150 | 9 | 2026-09-21 | TPRM, ASM | |
| News or press | 93 | 3 | 2026-08-04 | ||
| Conference or event | 59 | 7 | 2026-08-14 | ||
| Report or ebook | 49 | 4 | 2026-09-18 | ||
| Case study | 45 | 3 | 2026-09-21 | ||
| Webinar or virtual event | 11 | 0 | 2025-05-13 | ||
| Podcast or video | 11 | 1 | 2026-08-24 | ||
| Glossary or explainer | 6 | 0 | 2025-04-04 | ||
| Comparison | 2 | 0 | 2026-02-11 |
As the event pages on coalfire.com state them, read September 28, 2026.
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.