# Handwrite.io: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/handwrite-io

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Print](https://www.gane.ai/index/gtm/marketing/print/index.md) | 0% | 24 | 25% | 4 |

## What the models said for it

- "Handwrite.io – Web-to-print platform for custom cards" (GLM 4.7 FlashX, Direct mail)

## And against it

- "Often criticized for unrealistic "handwritten" output that looks robotic or cheap upon inspection" (Grok 4.20, Direct mail)

## 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 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 2 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Handwrite.io, from 13 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- capterra.com: 11
- getapp.com: 10
- softwareadvice.com: 10
- sourceforge.net: 6
- softwareadvice.co.uk: 5
- businessage.com: 4
- capterra.ca: 4
- directmail.io: 4
- lob.com: 4
- softwaresuggest.com: 4

### Pages cited

- https://capterra.com/direct-mail-automation-software: 9
- https://getapp.com/all-software/direct-mail-automation/org/small-business: 8
- https://softwareadvice.com/category/4762-direct-mail-automation/small-business: 8
- https://capterra.com/direct-mail-automation-software/s/small-businesses: 7
- https://softwareadvice.co.uk/directory/4762/direct-mail-automation-software/software: 5
- https://businessage.com/post/5-best-direct-mail-automation-software-platforms: 4
- https://getapp.com/all-software/direct-mail-automation: 4
- https://softwaresuggest.com/direct-mail-automation-software: 4

## 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.