# Alyce: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 31 judge labels across 2 categories by 11 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/alyce

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Direct mail and gifting platforms](https://www.gane.ai/index/gtm/marketing/direct-mail-and-gifting/index.md) | 0% | 14 | 27% | 30 |
| [Print](https://www.gane.ai/index/gtm/marketing/print/index.md) | 0% | 34 | 0% | 1 |

## What the models said for it

- "If you have a large ABM strategy, consider Sendoso or Alyce, which blur the line by combining direct mail postcards with premium gifting options in one platform." (Qwen 3.7 Flash, Direct mail & gifting)
- "For Heavy Sales & Marketing Automation / Salesforce Native: Sendoso, Reachdesk, Alyce, Postal" (Gemini 3.5 Flash, Direct mail & gifting)
- "Focuses on creating memorable, personalized gifting experiences rather than bulk mailings." (Mistral Small, Direct mail & gifting)
- "Alyce by Sendoso is positioned as personal gifting at scale with AI selection" (Muse Glimmer 30B, Direct mail & gifting)

## And against it

- "Alyce by Sendoso (42% negative labels): Users report geographic limitations, outdated gift card listings, redemption errors" (Kimi K2, Direct mail & gifting)
- "Alyce and PFL are the most frequently criticized direct mail and gifting platforms according to AI recommendation data." (Mistral Small, Direct mail & gifting)
- "what to avoid if budget is tight: Enterprise platforms like Sendoso, Reachdesk, and Alyce" (Claude Haiku 4.5, Direct mail & gifting)
- "What to Avoid on a Limited Budget ... Alyce | Enterprise-focused with premium pricing" (Kimi K2, Direct mail & gifting)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 1 | 3 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 1 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 3 | 0 | 3 |
| Mistral Small | 0 | 1 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 1 | 3 |
| Llama 4 Maverick | 0 | 1 | 0 | 1 | 2 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 3 | 3 | 7 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 2 | 0 | 3 |

## Sources returned with these answers

The sites and pages cited by the answers that named Alyce, from 79 of the 83 answers that named it (only the models that return a source list).

### Domains cited

- sendoso.com: 49
- theabmpulse.com: 49
- g2.com: 41
- b2bsaasreviews.com: 34
- reachdesk.com: 31
- docket.io: 27
- gane.ai/index: 23
- pikaseo.com: 23
- sourceforge.net: 21
- ongoody.com: 16

### Pages cited

- https://theabmpulse.com/tools/best-direct-mail-abm: 46
- https://docket.io/resources/research/sendoso-alternatives: 26
- https://theabmpulse.com/tools/category/direct-mail: 26
- https://b2bsaasreviews.com/product-categories/gifting-platforms-direct-mail: 24
- https://pikaseo.com/articles/best-corporate-gifting-platforms: 23
- https://sendoso.com/: 16
- https://b2bsaasreviews.com/top-gifting-platforms: 13
- https://kurums.com/best-direct-mail-automation-software-2026-comparison: 12

## 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.