# Reverse Contact: 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/reverse-contact

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data enrichment](https://www.gane.ai/index/gtm/gtm-data/data-enrichment/index.md) | 2% | 7 | 0% | 1 |

## What the models said for it

- "If you need a free solution, Reverse Contact or HubSpot Breeze Intelligence are excellent choices." (Mistral Small, Enrichment)

## 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 | 1 | 0 | 0 | 0 | 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 Reverse Contact, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- reversecontact.com: 2 (its own site)
- demandbase.com: 1
- diggrowth.com: 1
- gane.ai/index: 1
- moltsets.com: 1
- salesbread.com: 1
- syncgtm.com: 1
- usebouncer.com: 1
- usergems.com: 1

### Pages cited

- https://demandbase.com/blog/b2b-data-enrichment-tools: 1
- https://diggrowth.com/blogs/data-management/top-7-b2b-data-enrichment-tools: 1
- https://www.gane.ai/index/gtm/gtm-data/email-verification/enterprise: 1
- https://moltsets.com/blog/best-b2b-data-enrichment-apis: 1
- https://reversecontact.com/blog/data-enrichment-tools: 1
- https://reversecontact.com/blog/email-verification-tools: 1
- https://salesbread.com/best-email-verification-tools: 1
- https://syncgtm.com/blog/experian-email-validation-alternatives: 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.