# Yotpo Referrals: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 2 categories by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/yotpo-referrals

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Referral and partner programs](https://www.gane.ai/index/gtm/partner/referral-and-partner-programs/index.md) | 0% | 31 | 0% | 3 |
| [Loyalty, advocacy and referrals](https://www.gane.ai/index/gtm/marketing/loyalty-advocacy-and-referrals/index.md) | 0% | 107 | 0% | 1 |

## What the models said for it

- "Go with Smile.io (or Yotpo Referrals, if on Shopify)" (DeepSeek V4 Flash, Referrals)
- "Ecommerce plus loyalty: Yotpo Referrals" (Perplexity Sonar, Referrals)

## 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 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 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 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Yotpo Referrals, from 6 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- softwaresuggest.com: 5
- albato.com: 3
- geekflare.com: 3
- 99minds.io: 2
- extole.com: 2
- frontdeskreview.com: 2
- g2.com: 2
- getapp.com: 2
- github.com: 2
- joy.so: 2

### Pages cited

- https://softwaresuggest.com/referral-software: 5
- https://albato.com/blog/publications/best-referral-program-software: 3
- https://geekflare.com/guides/best-referral-program-software: 3
- https://99minds.io/blog/referral-marketing-software: 2
- https://extole.com/blog/best-referral-software: 2
- https://frontdeskreview.com/best/referral-marketing: 2
- https://g2.com/software/referral: 2
- https://joy.so/blog/best-referral-program-software: 2

## 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.