Rapid7 is a cybersecurity platform covering endpoint to cloud, with products for attack surface management, vulnerability management, cloud security posture, endpoint detection and response, log management and managed security services · rapid7.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Stingrai is first at 22%.
Cobalt is first at 46%. 0 of 14 models made it the first choice when asked directly.
NetSPI is first at 30%.
“Rapid7 provides managed penetration testing through their Penetration Testing as a Service (PTaaS) platform”Claude Haiku 4.5 · Paraphrase question · alternative
“Choose Bishop Fox or Rapid7 if you are a primary target for nation-state actors.”Claude Haiku 4.5 · Comparative question · alternative
“NetSPI / Synack / Rapid7 for regulated and high-assurance environments”Muse Glimmer 30B · Direct question · alternative
“The Best for Enterprise-Lite Capabilities: Rapid7 (InsightVM)”Qwen 3.7 Flash · Direct question · alternative
“Mixed impressions of larger platforms like Rapid7, with one commenter saying "My impression was that they were just average at best."”Muse Glimmer 30B · Negative question · warning
“older versions of broader security suites (e.g., some from Qualys, Rapid7, or Tenable if not updated)”Grok 4.20 · Negative question · warning
“traditional firms like Rapid7 or NetSPI might feel less "as-a-service" for ongoing needs”Grok 4.20 · Paraphrase question · warning
The products named in the same answers as Rapid7, over the 76 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 35 | 11 | View → | |
| 26 | 6 | View → | |
| 26 | 6 | View → | |
| 22 | 2 | View → | |
| 21 | 3 | View → | |
| 17 | 2 | View → | |
| 15 | 5 | View → | |
| 15 | 2 | View → | |
| 14 | 0 | View → | |
| 14 | 0 | View → |
What the models named instead of Rapid7 →
A side-by-side page exists where both products are among a category's top eight.
Stated on Rapid7'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 63 of the 76 answers that named Rapid7 and are not a share of its labels.
135 of the 135 domain citations in answers naming Rapid7 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 | 2 | 4 | 0 | 6 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 2 | 0 | 2 |
| Grok 4.20 | 0 | 2 | 0 | 2 | 4 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 0 | 3 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 4 | 0 | 4 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 4 | 1 | 6 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 2,030 | 20 | 2026-09-28 | MDR, SIEM | |
| News or press | 296 | 0 | 2018-06-01 | SIEM, MDR | |
| Glossary or explainer | 281 | 0 | 2017-05-01 | SIEM, MDR | |
| Case study | 83 | 0 | 2025-01-01 | MDR | |
| Conference or event | 58 | 0 | 2025-05-01 | MDR | |
| Comparison | 31 | 0 | 2025-04-01 | SIEM, MDR | |
| Report or ebook | 28 | 0 | 2018-09-01 | SIEM | |
| Webinar or virtual event | 11 | 0 | 2025-02-01 | GRC | |
| Podcast or video | 2 | 0 | 2019-10-01 | ||
| Template or tool | 1 | 0 | 2022-06-01 |
Every page rapid7.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. Of its titles that name a category, most name MDR (59); 12 name its categories the models place it in. 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.