# MailReach: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 25 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/mailreach

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Email deliverability and testing tools](https://www.gane.ai/index/gtm/marketing/email-deliverability-and-testing/index.md) | 2% | 9 | 8% | 25 |

## What the models said for it

- "Best Overall Recommendation: MailReach" (Claude Haiku 4.5, Email deliverability)
- "an email deliverability monitoring and warm-up platform that combines inbox placement testing, domain reputation tracking, and automated warm-up" (Claude Haiku 4.5, Email deliverability)
- "MailReach is the alternative when the priority is outbound cold email warm-up + placement bundled together" (Muse Glimmer 30B, Email deliverability)
- "MailReach is designed specifically for B2B cold email senders who need high inbox placement at scale" (Claude Haiku 4.5, Email deliverability)

## And against it

- "MailReach helps discover domains and draft outreach, though its verification isn't independently validated." (Muse Glimmer 30B, Email deliverability)
- "Often criticized for superficial insights ... followed by heavy upselling" (Grok 4.20, Email deliverability)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 2 | 0 | 0 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 3 | 1 | 0 | 4 |
| Grok 4.20 | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 3 | 0 | 4 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 1 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named MailReach, from 56 of the 59 answers that named it (only the models that return a source list).

### Domains cited

- myemailverifier.com: 24
- glockapps.com: 22
- g2.com: 21
- salesdorado.com: 21
- unspam.email: 20
- mailtester.com: 15
- prospeo.io: 15
- emailtooltester.com: 14
- mailtrap.io: 14
- softwaresuggest.com: 14

### Pages cited

- https://myemailverifier.com/blog/email-deliverability-tools: 24
- https://salesdorado.com/en/inbound-marketing/email-testing-tools: 14
- https://amplemarket.com/blog/best-email-deliverability-tools: 13
- https://sendlayer.com/blog/best-email-deliverability-tools: 12
- https://g2.com/categories/email-deliverability: 11
- https://glockapps.com/: 11
- https://softwaresuggest.com/email-deliverability-tools: 11
- https://unspam.email/articles/email-deliverability-softwares: 11

## What it publishes

Every page mailreach.co exposes, read 2026-10-05: 1493 addresses. By kind, pages and the last 90 days:

- blog: 182 pages, 0 in the last 90 days, latest undated
- comparison: 28 pages, 0 in the last 90 days, latest undated
- template or tool: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 3 pages, 0 in the last 90 days, latest undated

## 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.