Snov.io is an outreach automation platform that lets users automate email campaigns, generate leads, and manage the sales workflow from first contact to closed deal in one place · snov.io ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Apollo.io is first at 81%.
Apollo.io is first at 63%.
ZoomInfo is first at 57%.
“Opt for highly rated options from 2024 tests: Snov.io, Bouncer, Kickbox, ZeroBounce”Grok 4.20 · Negative question · first choice
“the best B2B data enrichment tool is typically Apollo.io or Snov.io”Grok 4.20 · Budget-constrained question · first choice
“Well-regarded options in the industry include ZeroBounce, NeverBounce, Kickbox, and Snov.io.”MiniMax M2.5 · Negative question · alternative
“A solid alternative if you primarily need an email finder and cold email campaigns”Qwen 3.7 Flash · Budget-constrained question · alternative
No model argued against it.
The products named in the same answers as Snov.io, over the 57 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 47 | 34 | View → | |
| 40 | 3 | View → | |
| 33 | 2 | View → | |
| 30 | 0 | View → | |
| 28 | 0 | View → | |
| 21 | 2 | View → | |
| 18 | 1 | View → | |
| 8 | 4 | View → | |
| 8 | 1 | View → | |
| 7 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
Stated on Snov.io's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 56 of the 57 answers that named Snov.io and are not a share of its labels.
117 of the 150 domain citations in answers naming Snov.io came from a third party's page. Eighteen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| 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 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Case study | 56 | 0 | 2022-07-25 | ||
| Comparison | 43 | undated | |||
| Blog | 37 | 10 | 2026-09-28 | ||
| Template or tool | 11 | 4 | 2026-08-19 | ||
| Webinar or virtual event | 1 | undated | |||
| Glossary or explainer | 1 | undated |
Every page snov.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.