# Grand View Research: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/grand-view-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% | 172 | 100% | 3 |

## And against it

- "Same concerns — optimistic, groundless projections with minimal actual research" (Kimi K2, Market intelligence)
- "Named by multiple users as producing "low-quality, subpar reports"" (DeepSeek V4 Flash, Market intelligence)
- "Common examples from industry exposés and complaints include" (Grok 4.20, 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 | 1 | 1 |
| 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 | 1 | 1 |
| 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 Grand View Research, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- reddit.com: 4
- trustpilot.com: 4
- g2.com: 3
- capterra.com: 2
- informationweek.com: 2
- marketsandmarkets.com: 2
- userintuition.ai: 2
- abacus-bpo.com: 1
- ailab-ua.github.io: 1
- analyticslegends.ai: 1

### Pages cited

- https://trustpilot.com/review/zoominfo.com: 3
- https://g2.com/categories/market-intelligence: 2
- https://marketsandmarkets.com/: 2
- https://reddit.com/r/Marketresearch/comments/oay9m5/are_market_reports_from_pages_like: 2
- https://reddit.com/r/ScamNumbers/comments/zwct0h/market_research_scam_companies: 2
- https://reddit.com/r/consulting/comments/1eibxw5/best_market_report_providers: 2
- https://abacus-bpo.com/market-intelligence-software: 1
- https://ailab-ua.github.io/courses/MIS510/magic_quadrant_for_business_210036.pdf: 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.