UpGuard BreachSight is a cyber risk posture management product from UpGuard for attack surface management · upguard.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
SOCRadar Extended Threat Intelligence is first at 27%.
SOCRadar Extended Threat Intelligence is first at 34%. 2 of 14 models made it the first choice when asked directly.
ZeroFox is first at 37%.
“For most mid-market B2B companies, UpGuard offers the best balance of capability, price, and B2B-relevant features”DeepSeek V4 Flash · Direct question · first choice
“UpGuard BreachSight is frequently identified as the top digital risk protection (DRP) solution.”Qwen 3.7 Flash · Direct question · first choice
“For most mid-market B2B companies, UpGuard Breach Risk is the strongest default choice”Perplexity Sonar · Direct question · first choice
“the strongest default recommendation is UpGuard Breach Risk”Perplexity Sonar · Paraphrase question · first choice
“independent comparisons flag questions around coverage, operational fit, and whether findings translate into effective remediation; validate it carefully”Perplexity Sonar · Negative question · warning
“UpGuard has been reported to have false positives, limited API functionality, and customization limitations.”Claude Haiku 4.5 · Negative question · warning
“Offers published entry pricing and a free trial, but may be broader than basic EASM needs.”Perplexity Sonar · Budget-constrained question · warning
“Platforms to be cautious about: BitSight, SecurityScorecard, UpGuard.”Qwen 3.7 Flash · Negative question · warning
The products named in the same answers as UpGuard BreachSight, over the 105 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 41 | 6 | Compare → | |
| 37 | 3 | Compare → | |
| 34 | 6 | Compare → | |
| 30 | 16 | Compare → | |
| 28 | 5 | Compare → | |
| 28 | 2 | Compare → | |
| 25 | 7 | Compare → | |
| 24 | 6 | Compare → | |
| 21 | 1 | Compare → | |
| 21 | 1 | View → |
What the models named instead of UpGuard BreachSight →
A side-by-side page exists where both products are among a category's top eight.
Stated on UpGuard BreachSight'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 101 of the 105 answers that named UpGuard BreachSight and are not a share of its labels.
236 of the 331 domain citations in answers naming UpGuard BreachSight came from a third party's page. Thirty-one 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 | 4 | 0 | 1 | 5 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 2 | 1 | 0 | 2 | 5 |
| Grok 4.20 | 0 | 1 | 3 | 1 | 5 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 2 | 0 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 2 | 0 | 1 | 4 |
| Kimi K2 | 0 | 2 | 1 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 3 | 0 | 4 |