# Black Crow: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Identity resolution](https://www.gane.ai/index/gtm/gtm-data/identity-resolution/index.md) | 0% | 125 | 100% | 7 |

## And against it

- "noted for issues with pricing, unproven value, privacy concerns, and support problems" (Mistral Small, Identity)
- "Privacy Issues: Concerns about information leakage and regulatory compliance" (Qwen 3.7 Flash, Identity)
- "Retention.com, Opensend and Black Crow for visitor identification — "draw complaints about price, value that is hard to prove, match rates, privacy, plumbing and support."" (Muse Glimmer 30B, Identity)
- "These can work, but many buyers regret the purchase because the ROI is hard to isolate and the privacy exposure is real." (Kimi K2, 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 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Black Crow, from 14 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- alium.io: 14
- acxiom.com: 10
- g2.com: 8
- gane.ai/index: 8
- influencers-time.com: 8
- liveramp.com: 8
- hightouch.com: 6
- fullcontact.com: 5
- martech.org: 5
- tilores.io: 5

### Pages cited

- https://alium.io/research/top-complaints-identity-resolution: 14
- https://acxiom.com/wp-content/uploads/2025/08/martech-intelligence-report-identity-resolution-platforms.pdf: 10
- https://liveramp.com/blog/5-considerations-for-evaluating-an-identity-resolution-tool: 8
- https://g2.com/categories/identity-resolution: 6
- https://fullcontact.com/knowledgebase/how-can-identity-resolution-reduce-pii-risk-for-brands: 5
- https://hightouch.com/blog/identity-resolution-why-cdps-fall-short: 5
- https://usermaven.com/blog/identity-resolution-software: 5
- https://researchandmarkets.com/reports/6086215/identity-resolution-software-market-report: 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.