Email deliverability and testing tools · Named, not rankedWarmy
Warmy is an email deliverability tool that provides mailbox warm-up and inbox placement testing · warmy.io ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Warmy has 6.
Why models recommend it
“For most B2B marketing teams, Warmy is the strongest all-around choice”Claude Haiku 4.5 · Direct question · first choice
“Budget-Friendly Option: Warmy”Claude Haiku 4.5 · Paraphrase question · alternative
What gives them pause
“For cold email/outreach (~$37–59/month starters), with warming and spam testing. Skip if not doing high-volume cold outreach.”Grok 4.20 · Budget-constrained question · warning
“Often criticized for superficial insights ... followed by heavy upselling”Grok 4.20 · Negative question · warning
Also on the shortlist
The products named in the same answers as Warmy, over the 17 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 15 | 4 | View → | |
| 9 | 2 | View → | |
| 9 | 1 | View → | |
| 9 | 0 | View → | |
| 8 | 2 | View → | |
| 8 | 1 | View → | |
| 8 | 0 | View → | |
| 7 | 5 | View → | |
| 7 | 1 | View → | |
| 7 | 1 | View → |
A side-by-side page exists where both products are among a category's top eight.
How this is measured
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 →Sources returned with these answers
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 16 of the 17 answers that named Warmy and are not a share of its labels.
Domains cited
Forty-seven of the fifty-one domain citations in answers naming Warmy came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 0 | 2 |
| 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 | 2 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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 |