# Valona Intelligence: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 2 categories by 7 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/valona-intelligence

## 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% | 28 | 0% | 7 |
| [Competitive intelligence tools](https://www.gane.ai/index/gtm/marketing/competitive-intelligence/index.md) | 0% | 86 | 0% | 1 |

## What the models said for it

- "Valona Intelligence is a market monitoring platform powered by AI + human research" (Claude Haiku 4.5, Market intelligence)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Valona Intelligence, from 19 of the 19 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 8
- gartner.com: 8
- alpha-sense.com: 7
- contify.com: 7
- forrester.com: 7
- northernlight.com: 6
- valonaintelligence.com: 6 (its own site)
- klue.com: 5
- 9312872.fs1.hubspotusercontent-na1.net: 4
- marketintelligencetools.com: 4

### Pages cited

- https://forrester.com/report/the-forrester-wave-tm-market-and-competitive-intelligence-platforms-q4-2024/RES181756: 7
- https://forrester.com/report/the-market-and-competitive-intelligence-platforms-landscape-q3-2024/RES181282: 5
- https://9312872.fs1.hubspotusercontent-na1.net/hubfs/9312872/The-Forrester-Wave-Market-And-Competitive-Intelligence-Platforms-Q4-2024%20(1).pdf: 4
- https://gartner.com/en/documents/7750021: 4
- https://gartner.com/reviews/market/competitive-and-market-intelligence-tools: 4
- https://quid.com/knowledge-hub/resource-library/blog/best-market-intelligence-tools: 4
- https://smarte.pro/blog/market-intelligence-tools: 4
- https://contify.com/resources/blog/best-market-intelligence-tools: 3

## 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.