Bitsight provides cyber risk solutions for organizations, used for attack surface management, third-party and supplier risk management, and security scoring · bitsight.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
UpGuard is first at 38%.
UpGuard is first at 44%. 1 of 14 models made it the first choice when asked directly.
ProcessUnity is first at 25%.
“Bitsight and UpGuard are the top choices due to their scalability, strong security ratings”Mistral Small · Direct question · first choice
“Combine tools if needed (e.g., a core TPRM platform with specialized cyber ratings like Bitsight or SecurityScorecard)”Grok 4.20 · Negative question · alternative
“Choose SecurityScorecard or Bitsight for broad external cyber-risk screening and executive-friendly ratings.”Perplexity Sonar · Comparative question · alternative
“If your primary threat is Cyber/IT Security: Choose BitSight, SecurityScorecard, or UpGuard”Gemini 3.5 Flash · Comparative question · alternative
“BitSight / SecurityScorecard – Enterprise-grade, but minimum spends typically start around $20k–$30k/year.”DeepSeek V4 Flash · Budget-constrained question · warning
“Avoid relying solely on security ratings platforms (like Bitsight, SecurityScorecard, UpGuard) for TPRM”Mistral Small · Negative question · warning
“BitSight draws some of the most frequent and vocal criticism in the cybersecurity community.”DeepSeek V4 Flash · Negative question · warning
“avoid enterprise-heavy platforms like ProcessUnity, OneTrust, or BitSight”MiniMax M2.5 · Budget-constrained question · warning
The products named in the same answers as Bitsight, over the 179 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 109 | 1 | View → | |
| 88 | 12 | View → | |
| 82 | 22 | Compare → | |
| 68 | 17 | Compare → | |
| 65 | 5 | Compare → | |
| 44 | 7 | View → | |
| 40 | 0 | View → | |
| 38 | 2 | View → | |
| 33 | 1 | View → | |
| 28 | 2 | View → |
What the models named instead of Bitsight →
A side-by-side page exists where both products are among a category's top eight.
Stated on Bitsight'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 160 of the 179 answers that named Bitsight and are not a share of its labels.
304 of the 382 domain citations in answers naming Bitsight came from a third party's page. Twenty-three were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-5.4 mini | 0 | 2 | 2 | 1 | 5 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 1 | 3 |
| Perplexity Sonar | 0 | 2 | 0 | 3 | 5 |
| Grok 4.20 | 0 | 2 | 5 | 2 | 9 |
| Mistral Small | 1 | 0 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 5 | 7 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 3 | 4 | 2 | 9 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 1 | 2 | 4 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 1,444 | 11 | 2026-09-28 | GRC | |
| News or press | 448 | undated | |||
| Glossary or explainer | 185 | 1 | 2026-07-08 | SIEM | |
| Report or ebook | 169 | undated | GRC | ||
| Case study | 33 | undated | |||
| Comparison | 33 | 0 | 2026-01-02 | ||
| Conference or event | 28 | 0 | 2017-06-23 | ||
| Template or tool | 9 | 0 | 2025-03-18 | ||
| Webinar or virtual event | 5 | 0 | 2014-12-10 | ||
| Podcast or video | 1 | undated |
As the event pages on bitsight.com state them, read September 28, 2026.
Every page bitsight.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.