# Data Quality Navigator: 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/data-quality-navigator

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [CRM data quality and deduplication](https://www.gane.ai/index/gtm/revops/crm-data-quality-and-deduplication/index.md) | 0% | 64 | 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 | 0 | 0 | 0 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Data Quality Navigator, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 3
- clay.com: 2
- datablist.com: 2
- gane.ai/index: 2
- techrepublic.com: 2
- therevopsreport.com: 2
- alignedup.com: 1
- capterra.com: 1
- cleanlist.ai: 1
- coffee.ai: 1

### Pages cited

- https://g2.com/categories/data-quality/f/crm: 3
- https://clay.com/guides/best/crm-enrichment-tools: 2
- https://datablist.com/how-to/best-crm-cleaning-enrichment-tools: 2
- https://techrepublic.com/article/best-data-cleaning-software: 2
- https://therevopsreport.com/tools/best-data-hygiene: 2
- https://alignedup.com/guides/crm-data-cleansing-tools-workflows-best-practices: 1
- https://capterra.com/data-quality-software: 1
- https://cleanlist.ai/blog/2026-03-27-data-quality-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.