# QuestionDB: 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/questiondb

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI visibility and answer engine tracking tools](https://www.gane.ai/index/gtm/marketing/ai-visibility-tracking/index.md) | 0% | 101 | 0% | 1 |

## 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 | 1 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| 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 QuestionDB, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- 01net.com: 1
- birdeye.com: 1
- blog.hubspot.com: 1
- questiondb.io: 1
- semrush.com: 1
- seoptimer.com: 1
- softwaresuggest.com: 1
- trustradius.com: 1

### Pages cited

- https://01net.com/en/seo/ai-visibility-tools: 1
- https://birdeye.com/blog/best-ai-search-visibility-tools: 1
- https://blog.hubspot.com/marketing/aeo-prompt-tracking: 1
- https://blog.hubspot.com/marketing/llm-visibility-tools: 1
- https://questiondb.io/hub/ai-search-visibility: 1
- https://semrush.com/blog/ai-visibility-tracking-tools-for-agencies: 1
- https://seoptimer.com/blog/best-software-ai-visibility-search: 1
- https://softwaresuggest.com/blog/best-ai-visibility-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.
