# Panaseer: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/panaseer

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Vulnerability management platforms](https://www.gane.ai/index/it/security/vulnerability-management-platforms/index.md) | 0% | 82 | 100% | 1 |

## And against it

- "Smaller company, less mature" (Mistral Small, Vuln management)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Panaseer, from 1 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- drata.com: 1
- g2.com: 1
- gartner.com: 1
- go.auditboard.com: 1
- learn.g2.com: 1

### Pages cited

- https://drata.com/continuous-compliance-data-sheet: 1
- https://g2.com/categories/security-compliance/enterprise: 1
- https://g2.com/categories/security-compliance/f/soc-2: 1
- https://g2.com/categories/vendor-security-and-privacy-assessment/enterprise: 1
- https://gartner.com/en/documents/7111830: 1
- https://gartner.com/reviews/market/continuous-controls-monitoring-ccm: 1
- https://go.auditboard.com/rs/961-ZQV-184/images/G2CR_GR1382_AuditBoard_Grid_Report_Enterprise_Security_Compliance_Summer_2025_V1.pdf: 1
- https://learn.g2.com/best-cloud-compliance-software: 1

## In its own words

What Panaseer's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Continuous Controls Monitoring platform (https://panaseer.com/)
- For: CISOs (https://panaseer.com/)
- Free plan or trial: FREE CONTROLS BENCHMARK ASSESSMENT TOOL. 8 questions, 2 minutes, Instant results. (https://panaseer.com/)

## What it publishes

Every page panaseer.com exposes, read 2026-09-29: 501 addresses. By kind, pages and the last 90 days:

- blog: 142 pages, 1 in the last 90 days, latest 2026-07-10
- case study: 5 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 7 pages, 0 in the last 90 days, latest undated
- conference or event: 5 pages, 0 in the last 90 days, latest 2024-03-28
- report or ebook: 59 pages, 0 in the last 90 days, latest undated
- comparison: 9 pages, 0 in the last 90 days, latest 2025-10-14
- template or tool: 4 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1 pages, 0 in the last 90 days, latest 2023-11-03
- podcast or video: 25 pages, 0 in the last 90 days, latest undated
- news or press: 101 pages, 0 in the last 90 days, latest undated
- Recent: 2026-07-10 blog: Can you defend the ai answer https://panaseer.com/resources/blog/can-you-defend-the-ai-answer
- Recent: 2026-06-16 blog: Meet cyber advisor https://panaseer.com/resources/blog/meet-cyber-advisor
- Recent: 2026-06-11 blog: Cybersecurity teams have more data than ever so why does insight still feel out of reach https://panaseer.com/resources/blog/cybersecurity-teams-have-more-data-than-ever-so-why-does-insight-still-feel-out-of-reach
- Recent: 2026-04-28 blog: Trusted security data with continuous controls monitoring https://panaseer.com/resources/blog/trusted-security-data-with-continuous-controls-monitoring
- Recent: 2026-03-04 blog: Dora cif resilience testing a practical guide to monitoring critical or important functions https://panaseer.com/resources/blog/dora-cif-resilience-testing-a-practical-guide-to-monitoring-critical-or-important-functions
- Recent: 2026-01-16 blog: Cisos reveal visibility reality https://panaseer.com/resources/blog/cisos-reveal-visibility-reality

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.