# UpGuard BreachSight: how AI models rank it, September 2026

IT AI Recommendation Index, September 2026 Edition. Named in 14 judge labels across 1 categories by 7 of 12 models. Page: https://it-ai-index.com/vendors/upguard-breachsight/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Attack surface management | 2% | 6 | 0% | 14 |

## What the models said for it

- "I'd recommend UpGuard as the default choice ... best value option for SMB and mid-market teams" (Perplexity Sonar, ASM)
- "Best For: B2B companies that need to manage both their own external attack surface and their third-party vendor risks." (Gemini 3.5 Flash, ASM)
- "External attack-surface and breach-risk monitoring built for mid-market organizations with lean security teams." (Llama 4 Maverick, ASM)
- "UpGuard Breach Risk takes a three-surface approach combining external asset discovery, dark web monitoring" (Claude Haiku 4.5, ASM)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, September 2026 Edition, it-ai-index.com.