# Extole: how AI models rank it, September 2026

GTM AI Recommendation Index, September 2026 Edition. Named in 31 judge labels across 2 categories by 12 of 12 models. Page: https://gtm-ai-index.com/vendors/extole/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Referral and partner programs | 0% | 24 | 12% | 16 |
| Loyalty, advocacy and referrals | 0% | 21 | 13% | 15 |

## What the models said for it

- "Best for: Enterprise-grade, multi-campaign referral programs with fraud controls ... Score: 9.1/10" (MiniMax M2.5, Referrals)
- "Extole \u2014 Enterprise-grade with robust fraud prevention (ISO 27001 certified)." (DeepSeek V4 Flash, Loyalty)
- "Extole (Enterprise-grade, strong fraud protection)" (Mistral Small, Referrals)
- "Extole for enterprise-grade programs" (Perplexity Sonar, Referrals)

## And against it

- "High Barrier to Entry ... Users describe the dashboard as "clunky" and non-intuitive." (Qwen 3.7 Flash, Referrals)
- "Significantly lower entry-level pricing compared to enterprise tools like Extole or Ambassador." (Gemini 3.5 Flash, Loyalty)
- "Solid for large enterprises, but implementation-heavy and expensive." (Kimi K2, Loyalty)
- "Extole, Friendbuy & FirstPromoter (Technical Limitations)" (Kimi K2, Referrals)

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, September 2026 Edition, gtm-ai-index.com.