# dmarcian: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 6 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/dmarcian

## 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) | 0% | 27 | 0% | 8 |

## What the models said for it

- "EasyDMARC or dmarcian if multiple sending domains, vendors, or subdomains make authentication difficult." (Perplexity Sonar, Email deliverability)
- "A DMARC monitoring tool (e.g., EasyDMARC at ~$45/month or dmarcian) — Authentication compliance" (DeepSeek V4 Flash, Email deliverability)
- "dmarcian/EasyDMARC alternatives for authentication (but test their free tiers skeptically)" (Grok 4.20, Email deliverability)
- "dmarcian for deeper technical analysis" (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 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named dmarcian, from 12 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- loops.so: 5
- mailflowauthority.com: 5
- prospeo.io: 5
- salesdorado.com: 5
- emailtooltester.com: 4
- g2.com: 4
- glockapps.com: 4
- omnisend.com: 4
- smartlead.ai: 4
- unspam.email: 4

### Pages cited

- https://loops.so/resources/best-email-deliverability-tools: 5
- https://salesdorado.com/en/inbound-marketing/email-testing-tools: 5
- https://omnisend.com/blog/email-deliverability-tools: 4
- https://smartlead.ai/blog/email-deliverability-services: 4
- https://amplemarket.com/blog/best-email-deliverability-tools: 3
- https://glockapps.com/: 3
- https://mailflowauthority.com/email-deliverability/email-deliverability-tools-2026: 3
- https://myemailverifier.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.