# Unspam: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/unspam

## 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% | 18 | 20% | 5 |

## What the models said for it

- "Unspam – Best Overall Value ... Start with Unspam's free tier or Mail-Tester" (Kimi K2, Email deliverability)
- "Described as the only one that combines a free spam score, real inbox-placement testing across Gmail, Outlook, Yahoo and more" (Muse Glimmer 30B, Email deliverability)
- "Get Unspam (for precise inbox placement monitoring)" (Qwen 3.7 Flash, Email deliverability)

## And against it

- "Seed-list placement testers such as GlockApps, Unspam, or similar tools: ... test accounts do not behave like real subscribers" (Perplexity Sonar, Email deliverability)

## 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 | 1 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 1 | 0 | 0 | 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 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Unspam, from 15 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- unspam.email: 13 (its own site)
- prospeo.io: 7
- toolradar.com: 7
- salesdorado.com: 6
- saleshandy.com: 6
- g2.com: 5
- mailgun.com: 5
- mailtester.com: 5
- myemailverifier.com: 5
- glockapps.com: 4

### Pages cited

- https://unspam.email/articles/email-deliverability-softwares: 8
- https://toolradar.com/best/email-deliverability/for/small-businesses: 7
- https://salesdorado.com/en/inbound-marketing/email-testing-tools: 6
- https://myemailverifier.com/blog/email-deliverability-tools: 5
- https://saleshandy.com/blog/email-deliverability-tools: 4
- https://emailtooltester.com/en/email-deliverability-test: 3
- https://loops.so/resources/best-email-deliverability-tools: 3
- https://omnisend.com/blog/email-deliverability-tools: 3

## 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.