# Snov.io: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 13 judge labels across 4 categories by 9 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/snov-io

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data enrichment](https://www.gane.ai/index/gtm/gtm-data/data-enrichment/index.md) | 2% | 4 | 0% | 7 |
| [Email verification](https://www.gane.ai/index/gtm/gtm-data/email-verification/index.md) | 0% | 17 | 0% | 3 |
| [Email deliverability and testing tools](https://www.gane.ai/index/gtm/marketing/email-deliverability-and-testing/index.md) | 0% | 73 | 0% | 2 |
| [Sales intelligence and contact data](https://www.gane.ai/index/gtm/sales/sales-intelligence-and-contact-data/index.md) | 0% | 33 | 0% | 1 |

## What the models said for it

- "Opt for highly rated options from 2024 tests: Snov.io, Bouncer, Kickbox, ZeroBounce" (Grok 4.20, Email verification)
- "the best B2B data enrichment tool is typically Apollo.io or Snov.io" (Grok 4.20, Enrichment)
- "Well-regarded options in the industry include ZeroBounce, NeverBounce, Kickbox, and Snov.io." (MiniMax M2.5, Email verification)
- "A solid alternative if you primarily need an email finder and cold email campaigns" (Qwen 3.7 Flash, Enrichment)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 2 | 0 | 0 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 2 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 2 | 0 | 0 | 2 |
| 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Snov.io, from 56 of the 57 answers that named it (only the models that return a source list).

### Domains cited

- zapier.com: 26
- albato.com: 20
- gane.ai/index: 18
- lemlist.com: 18
- snov.io: 15 (its own site)
- miniloop.ai: 12
- toolradar.com: 12
- demandbase.com: 10
- g2.com: 10
- marketbetter.ai: 9

### Pages cited

- https://zapier.com/blog/data-enrichment-tools: 26
- https://albato.com/blog/publications/best-data-enrichment-tools: 20
- https://www.gane.ai/index/gtm/gtm-data/data-enrichment/smb: 15
- https://lemlist.com/blog/data-enrichment-tools: 14
- https://miniloop.ai/blog/b2b-data-enrichment: 11
- https://demandbase.com/blog/b2b-data-enrichment-tools: 10
- https://snov.io/blog/data-enrichment-tools: 8
- https://toolradar.com/guides/best-lead-enrichment-tools: 8

## In its own words

What Snov.io's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Snov.io is an outreach automation platform for sales teams, marketing managers, SDRs, and anyone who runs cold outreach. Automate email campaigns, generate qualified leads, and manage your entire sales workflow from first contact to closed deal - all in one unified platform. (https://snov.io/)
- For: sales teams, marketing managers, SDRs, and anyone who runs cold outreach (https://snov.io/)
- Price stated: Get started absolutely for free and upgrade whenever you want. No card necessary. (https://snov.io/)
- Starting price: 0 (https://snov.io/)
- Free plan or trial: Try for free (https://snov.io/)
- Integrations claimed: 5000 (https://snov.io/pricing)
- Customers named: Populus Sales, Latent, INTERLUNAR, Forecastio, Bureau Works, Moosend, SpotOn, LiteLog

## What it publishes

Every page snov.io exposes, read 2026-09-29: 759 addresses. By kind, pages and the last 90 days:

- blog: 37 pages, 10 in the last 90 days, latest 2026-09-28
- case study: 56 pages, 0 in the last 90 days, latest 2022-07-25
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- comparison: 43 pages, 0 in the last 90 days, latest undated
- template or tool: 11 pages, 4 in the last 90 days, latest 2026-08-19
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-28 blog: Smtp email verification explained https://snov.io/blog/smtp-email-verification-explained/
- Recent: 2026-09-23 blog: How to search for social media accounts by email https://snov.io/blog/how-to-search-for-social-media-accounts-by-email/
- Recent: 2026-09-18 blog: How to look up gmail accounts https://snov.io/blog/how-to-look-up-gmail-accounts/
- Recent: 2026-09-16 blog: How to find emails for cold emailing https://snov.io/blog/how-to-find-emails-for-cold-emailing/
- Recent: 2026-09-11 blog: How to find youtube channel email https://snov.io/blog/how-to-find-youtube-channel-email/
- Recent: 2026-09-09 blog: How to find business email addresses https://snov.io/blog/how-to-find-business-email-addresses/

## 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.