Vulnerability management platforms · Named, not rankedBrinqa
Brinqa is a vulnerability management platform that takes a risk-based approach (RBVM) · brinqa.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Brinqa has 5.
Why models recommend it
“A context-driven exposure-management and orchestration layer that consolidates findings across connected tools.”Perplexity Sonar · Comparative question · alternative
“Nucleus Security / Brinqa: ... need a central dashboard to aggregate and deduplicate vulnerabilities.”Gemini 3.5 Flash · Scale-constrained question · alternative
“Need to unify many scanners and security feeds? Brinqa or Nucleus.”GPT-5.4 mini · Comparative question · alternative
What gives them pause
“Strong for large enterprises, risk scoring | Complex setup”Mistral Small · Scale-constrained question · warning
Also on the shortlist
The products named in the same answers as Brinqa, over the 10 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 9 | 6 | View → | |
| 9 | 1 | View → | |
| 8 | 0 | View → | |
| 7 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Brinqa's own site, not checked by Gane.
- For
- CISO & Security Risk Management Leaders; Vulnerability & Exposure Management Leaders; IT, Cloud, & App Security Teams
- Integrations
- 260
- Certifications
- SOC 2
- Customers named
- Nestle, Gartner Peer Insights, Asurion, SAP, PhonePe, Cambia Health, Nestlé, Cambia
How this is measured
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 →Sources returned with these answers
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 5 of the 10 answers that named Brinqa and are not a share of its labels.
Domains cited
Twenty-nine of the twenty-nine domain citations in answers naming Brinqa came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| 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 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 163 | 15 | 2026-09-23 | ||
| Glossary or explainer | 50 | 1 | 2026-08-03 | ASM, CSPM | |
| News or press | 31 | 2 | 2026-08-19 | ||
| Podcast or video | 13 | 2 | 2026-08-11 | ||
| Case study | 11 | 0 | 2025-12-18 | ||
| Webinar or virtual event | 8 | 1 | 2026-08-27 | ||
| Template or tool | 7 | undated | |||
| Conference or event | 6 | 1 | 2026-10-15 | ||
| Comparison | 6 | 0 | 2026-04-07 |
Most recent
- 2026-09-23Attack path analysis beyond cvss blog
- 2026-09-16Brinqaiq byoai without building your own ai blog
- 2026-09-09September 2026 patch tuesday analysis blog
- 2026-09-08Litellm breach non human identity exposure blog
- 2026-09-01Exposure validation metrics and budget blog
How it is countedHide how it is counted
Every page brinqa.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.