# Cheq: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 28 judge labels across 3 categories by 14 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/cheq

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Click fraud protection](https://www.gane.ai/index/gtm/marketing/click-fraud-protection/index.md) | 6% | 4 | 4% | 26 |
| [Mobile apps](https://www.gane.ai/index/gtm/marketing/mobile-apps/index.md) | 0% | 67 | 0% | 1 |
| [Tag management](https://www.gane.ai/index/gtm/gtm-data/tag-management/index.md) | 0% | 18 | 0% | 1 |

## What the models said for it

- "Look for enterprise-grade security tools (like CHEQ/PPC Protect or Fraudlogix) that focus on bot detection via behavioral analysis, server-side tracking, and invalid placement exclusions" (Gemini 3.5 Flash, Click fraud protection)
- "The vendor positions it as "No. 1 Click Fraud Solution For PPC Campaigns" with advanced AI-powered detection and real-time monitoring and blocking." (Muse Glimmer 30B, Click fraud protection)
- "consider: Lunio, CHEQ, DataDome, and Anura – these are noted as enterprise-ready" (MiniMax M2.5, Click fraud protection)
- "For a mid-market B2B company, CHEQ is the strongest overall choice" (Perplexity Sonar, Click fraud protection)

## And against it

- "More enterprise-oriented... it may involve custom pricing and less self-serve transparency." (Grok 4.20, Click fraud protection)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 3 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 2 | 2 | 1 | 0 | 5 |
| Perplexity Sonar | 1 | 2 | 0 | 0 | 3 |
| Grok 4.20 | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 0 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Cheq, from 94 of the 99 answers that named it (only the models that return a source list).

### Domains cited

- lunio.ai: 64
- clickcease.com: 44
- trafficguard.ai: 38
- capterra.com: 37
- g2.com: 35
- sourceforge.net: 30
- clickfortify.com: 28
- softwareadvice.com: 28
- getapp.com: 26
- softwareadvice.co.uk: 25

### Pages cited

- https://lunio.ai/blog/best-click-fraud-detection-tools-for-enterprise-advertisers: 47
- https://lunio.ai/blog/the-9-best-click-fraud-detection-tools-ranked: 33
- https://capterra.com/click-fraud-software: 30
- https://clickcease.com/: 28
- https://softwareadvice.co.uk/directory/4263/click-fraud/software: 25
- https://softwareadvice.com/click-fraud: 21
- https://guideflow.com/blog/best-click-fraud-software: 18
- https://trafficguard.ai/blog/best-click-fraud-protection-software-protect-your-ppc-campaigns: 18

## In its own words

What Cheq's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: The Go-to-Market Security Platform (https://cheq.ai/)
- For: go-to-market (https://cheq.ai/)
- Free plan or trial: Get a free scan (https://cheq.ai/solutions/bot-management)
- Certifications: SOC 2 Type II, ISO 27001, ISO 27701, ISO 42001, GDPR, CCPA
- Hosting: Tel-Aviv, New York, Tokyo, London
- Customers named: Boundless Learning, Team Internet, Linkvertise, The Good Guys, Space NK, Cvent, Howden Joinery, Tipalti

## 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.