AI security platforms · RankedWitnessAI
WitnessAI is an AI security and governance platform that observes, controls, and protects AI activity across an organization · witness.ai ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Microsoft Defender for Cloud is first at 32%.
Microsoft Defender for Cloud is first at 12%.
Check Point AI Security is first at 12%.
Why models recommend it
“an employee-use enforcement/visibility console like dope.security or WitnessAI for Shadow AI discovery, enterprise account enforcement and prompt data loss prevention”Muse Glimmer 30B · Paraphrase question · first choice
“I'd recommend starting with WitnessAI or Prompt Security”Claude Haiku 4.5 · Paraphrase question · first choice
“Clientless network-level control for workforce AI; single platform for both human and agent governance.”DeepSeek V4 Flash · Comparative question · alternative
“A specialized solution focused on employee AI use.”MiniMax M2.5 · Paraphrase question · alternative
What gives them pause
“it tends to be priced for larger enterprises and may be overkill for many mid-sized B2B companies”DeepSeek V4 Flash · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as WitnessAI, over the 25 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 12 | 5 | View → | |
| 7 | 1 | View → | |
| 7 | 1 | View → | |
| 6 | 1 | View → | |
| 6 | 0 | View → | |
| 5 | 2 | View → | |
| 4 | 2 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 3 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on WitnessAI's own site, not checked by Gane.
- For
- enterprises
- Hosting
- multi-region deployment
- Customers named
- InComm Payments
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 25 of the 25 answers that named WitnessAI and are not a share of its labels.
Domains cited
Sixty-two of the eighty-two domain citations in answers naming WitnessAI 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 | 1 | 0 | 0 | 0 | 1 |
| 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 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| 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 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 1 | 0 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 271 | 54 | 2026-09-28 | AI security, AI governance | |
| Glossary or explainer | 6 | 4 | 2026-09-28 | DLP | |
| Comparison | 4 | 0 | 2026-06-07 | ||
| Template or tool | 1 | 0 | 2026-06-21 | ||
| News or press | 1 | undated |
Most recent
- 2026-09-28Mcp authentication blog
- 2026-09-28What is adversarial prompting glossary or explainer
- 2026-09-28Ai agent observability blog
- 2026-09-28Is microsoft copilot hipaa compliant blog
- 2026-09-21Mcp server security best practices blog
- 2026-09-21Chatgpt security blog
How it is countedHide how it is counted
Every page witness.ai 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. Read October 5, 2026.