# Rank Ranger: 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/rank-ranger

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Competitive intelligence tools](https://www.gane.ai/index/gtm/marketing/competitive-intelligence/index.md) | 0% | 95 | 100% | 1 |

## And against it

- "were found to provide widely varying estimates for the same competitor metrics" (Mistral Small, Competitive intel)

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

### Domains cited

- gane.ai/index: 2
- serpclub.com: 2
- ai-visibility.org.uk: 1
- aimultiple.com: 1
- aitoolsbakery.com: 1
- aqute.com: 1
- ayzeo.com: 1
- best-ai-seo-tools.com: 1
- busyless.space: 1
- canonry.ai: 1

### Pages cited

- https://ai-visibility.org.uk/blog/ai-visibility-trackers-waste-of-money: 1
- https://aimultiple.com/answer-engine-optimization-tools: 1
- https://aitoolsbakery.com/blog/scrunch-ai-review: 1
- https://aqute.com/blog/how-to-gather-competitive-intelligence-ethically: 1
- https://ayzeo.com/blog/ai-search-visibility-tools-small-businesses: 1
- https://best-ai-seo-tools.com/reviews/profound: 1
- https://busyless.space/seo-apis/profound: 1
- https://canonry.ai/blog/ai-visibility-tools-are-lying: 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.