# Kangaroo: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Loyalty, advocacy and referrals](https://www.gane.ai/index/gtm/marketing/loyalty-advocacy-and-referrals/index.md) | 0% | 64 | 0% | 2 |

## 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 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 Kangaroo, from 12 of the 12 answers that named it (only the models that return a source list).

### Domains cited

- softwareadvice.com: 9
- getapp.com: 8
- albato.com: 4
- g2.com: 4
- geekflare.com: 4
- joy.so: 4
- referralcandy.com: 4
- shopify.com: 4
- capterra.com: 3
- extole.com: 3

### Pages cited

- https://albato.com/blog/publications/best-referral-program-software: 4
- https://geekflare.com/guides/best-referral-program-software: 4
- https://softwareadvice.com/referral-management/small-business: 4
- https://softwareadvice.com/referral-management: 3
- https://braze.com/resources/articles/best-sms-marketing-platforms: 2
- https://g2.com/products/smile-io/reviews: 2
- https://getapp.com/marketing-software/customer-advocacy/org/small-business: 2
- https://getapp.com/marketing-software/mobile-marketing/org/small-business: 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.