# Cognitive Market Research: 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/gtm/vendors/cognitive-market-research

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Market intelligence platforms](https://www.gane.ai/index/gtm/gtm-data/market-intelligence/index.md) | 0% | 135 | 100% | 1 |

## And against it

- "Other similar providers frequently flagged" (DeepSeek V4 Flash, Market intelligence)

## 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 | 1 | 1 |
| 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 Cognitive Market Research, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 2
- reddit.com: 2
- trustpilot.com: 2
- ailab-ua.github.io: 1
- bpmtraining.net: 1
- brand24.com: 1
- capterra.com: 1
- designsvalley.com: 1
- dupple.com: 1
- gane.ai/index: 1

### Pages cited

- https://reddit.com/r/Marketresearch/comments/oay9m5/are_market_reports_from_pages_like: 2
- https://trustpilot.com/review/zoominfo.com: 2
- https://ailab-ua.github.io/courses/MIS510/magic_quadrant_for_business_210036.pdf: 1
- https://bpmtraining.net/wp-content/uploads/2020/10/gartner-magic-quadrant-for-analytics-and-business-intelligence-platforms-feb-2020.pdf: 1
- https://brand24.com/review-monitoring: 1
- https://capterra.com/market-research-software: 1
- https://designsvalley.com/market-intelligence-tools-techniques: 1
- https://dupple.com/learn/best-market-intelligence-tools: 1

## 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.