# CHEQ Acquisition: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/cheq-acquisition

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Click fraud protection](https://www.gane.ai/index/gtm/marketing/click-fraud-protection/index.md) | 4% | 9 | 0% | 2 |

## What the models said for it

- "If I had to pick one for a typical mid-market B2B company, I'd start with CHEQ Acquisition" (GPT-6 Luna, Click fraud protection)
- "My default pick would be CHEQ Acquisition for a mid-sized B2B company" (GPT-6 Luna, Click fraud protection)

## 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 | 0 | 0 |
| 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 | 2 | 0 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named CHEQ Acquisition, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- cheq.ai: 4 (its own site)
- lunio.ai: 3
- support.google.com: 3
- docs.humansecurity.com: 2
- anura.io: 1
- datadome.co: 1
- helpcenter.clickcease.com: 1
- integralads.com: 1
- spideraf.com: 1
- trafficguard.ai: 1

### Pages cited

- https://support.google.com/google-ads/answer/11182074: 3
- https://cheq.ai/industry/media-advertising: 2
- https://cheq.ai/integrations-page: 2
- https://lunio.ai/solutions: 2
- https://anura.io/click-fraud: 1
- https://datadome.co/products/ad-protect: 1
- https://docs.humansecurity.com/advertising/ad-click-defense/overview: 1
- https://docs.humansecurity.com/advertising/mediaguard-overview: 1

## What it publishes

Every page cheq.ai exposes, read 2026-09-29: 696 addresses. By kind, pages and the last 90 days:

- blog: 244 pages, 11 in the last 90 days, latest 2026-09-24
- case study: 24 pages, 2 in the last 90 days, latest 2026-08-12
- webinar or virtual event: 18 pages, 1 in the last 90 days, latest 2026-07-30
- conference or event: 13 pages, 2 in the last 90 days, latest 2026-08-25
- report or ebook: 12 pages, 1 in the last 90 days, latest 2026-09-24
- comparison: 5 pages, 1 in the last 90 days, latest 2026-09-01
- template or tool: 2 pages, 0 in the last 90 days, latest 2024-06-18
- glossary or explainer: 29 pages, 0 in the last 90 days, latest 2025-09-17
- podcast or video: 13 pages, 0 in the last 90 days, latest 2025-08-01
- news or press: 1 pages, 0 in the last 90 days, latest 2021-12-14
- Recent: 2026-09-24 blog: Report agentic black friday https://cheq.ai/report-agentic-black-friday
- Recent: 2026-09-24 report or ebook: Thank you e book cheq agentic black friday https://cheq.ai/thank-you-e-book-cheq-agentic-black-friday
- Recent: 2026-09-11 blog: The captcha is dead dont mourn it its time to move on https://cheq.ai/blog/the-captcha-is-dead-dont-mourn-it-its-time-to-move-on
- Recent: 2026-09-10 blog: User data validation agent intent https://cheq.ai/blog/user-data-validation-agent-intent
- Recent: 2026-09-03 blog: Web bot auth solves identity but is that enough https://cheq.ai/blog/web-bot-auth-solves-identity-but-is-that-enough
- Recent: 2026-09-01 comparison: Captcha alternatives https://cheq.ai/blog/captcha-alternatives

## Record

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