# D&B Connect: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 7 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/d-b-connect

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Identity resolution](https://www.gane.ai/index/gtm/gtm-data/identity-resolution/index.md) | 0% | 30 | 14% | 7 |

## What the models said for it

- "Dun & Bradstreet remains the gold standard for pure *commercial* data accuracy... Drawback: It is generally more expensive and slower to deploy" (Qwen 3.7 Flash, Identity)
- "D&B Connect for enriched company data" (MiniMax M2.5, Identity)
- "Best for Data-Enrichment-Heavy B2B" (Kimi K2, Identity)

## And against it

- "though it trends more mid-market" (Grok 4.20, Identity)

## 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 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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 D&B Connect, from 13 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 11
- topbusinesssoftware.com: 9
- gane.ai/index: 8
- acxiom.com: 7
- prospeo.io: 5
- softwaresuggest.com: 5
- usermaven.com: 4
- aboutmartech.com: 3
- directmail.io: 3
- oppora.ai: 3

### Pages cited

- https://acxiom.com/wp-content/uploads/2025/08/martech-intelligence-report-identity-resolution-platforms.pdf: 7
- https://topbusinesssoftware.com/categories/identity-resolution: 7
- https://g2.com/categories/identity-resolution: 6
- https://www.gane.ai/index/gtm/gtm-data/identity-resolution/smb: 5
- https://prospeo.io/s/identity-resolution-software: 5
- https://softwaresuggest.com/identity-resolution-software: 5
- https://g2.com/categories/identity-resolution/small-business: 4
- https://usermaven.com/blog/identity-resolution-software: 4

## 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.