# Extole: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 32 judge labels across 2 categories by 13 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/extole

## 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% | 18 | 6% | 17 |
| [Referral and partner programs](https://www.gane.ai/index/gtm/partner/referral-and-partner-programs/index.md) | 0% | 19 | 20% | 15 |

## What the models said for it

- "Extole offers configurable customer-led growth programs across referral and advocacy use cases for large B2C organizations" (Claude Haiku 4.5, Loyalty)
- "Extole is the best fit for enterprise B2C brands that need configurable rewards, strong security, and deep integrations." (Muse Glimmer 30B, Referrals)
- "Enterprise-grade security, white-glove service, and deep customizability across large customer bases." (Gemini 3.5 Flash, Loyalty)
- "Consider it when programs span teams, audiences, or channels—not just a simple refer-a-friend widget." (GPT-6 Luna, Loyalty)

## And against it

- "Avoid overbuilt enterprise solutions like Extole unless you're at the high end of mid-market" (Grok 4.20, Referrals)
- "Positioned as enterprise-only with heavy implementation cycles and high pricing." (Mistral Small, Referrals)
- "custom or unpublished pricing makes it difficult to compare total cost" (Perplexity Sonar, Loyalty)
- "Not a scam flag, but a fit/implementation caution." (Muse Glimmer 30B, Referrals)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Extole, from 127 of the 132 answers that named it (only the models that return a source list).

### Domains cited

- extole.com: 81 (its own site)
- openloyalty.io: 67
- albato.com: 49
- softwareadvice.com: 39
- lji.io: 36
- capterra.com: 35
- cello.so: 33
- g2.com: 33
- 99minds.io: 32
- getapp.com: 32

### Pages cited

- https://extole.com/blog/best-referral-software: 59
- https://openloyalty.io/insider/best-referral-software: 56
- https://albato.com/blog/publications/best-referral-program-software: 48
- https://lji.io/guides/referral-program-software: 33
- https://99minds.io/blog/referral-marketing-software: 31
- https://geekflare.com/guides/best-referral-program-software: 25
- https://joy.so/blog/best-referral-program-software: 21
- https://getapp.com/marketing-software/referral-marketing: 17

## In its own words

What Extole's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Engagement and Referral Platform for Customer-led Growth (https://extole.com/)
- For: leading consumer marketers and product teams (https://extole.com/)
- Certifications: ISO 27001, GDPR, CCPA, EU-US DPF

## What it publishes

Every page extole.com exposes, read 2026-09-29: 1531 addresses. By kind, pages and the last 90 days:

- blog: 329 pages, 33 in the last 90 days, latest 2026-09-28
- case study: 20 pages, 0 in the last 90 days, latest 2026-03-24
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 20 pages, 0 in the last 90 days, latest 2024-10-17
- report or ebook: 266 pages, 0 in the last 90 days, latest 2024-04-11
- comparison: 4 pages, 1 in the last 90 days, latest 2026-08-04
- template or tool: 2 pages, 0 in the last 90 days, latest 2026-03-04
- glossary or explainer: 6 pages, 2 in the last 90 days, latest 2026-09-10
- news or press: 3 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-28 blog: Incentive strategies https://www.extole.com/blog/incentive-strategies/
- Recent: 2026-09-28 blog: Bigcommerce referral plugin https://www.extole.com/blog/bigcommerce-referral-plugin/
- Recent: 2026-09-24 blog: The best referral programs 7 examples every b2c brand can learn from https://www.extole.com/blog/the-best-referral-programs-7-examples-every-b2c-brand-can-learn-from
- Recent: 2026-09-21 blog: Credit union member referral program https://www.extole.com/blog/credit-union-member-referral-program
- Recent: 2026-09-19 blog: How do referral tools reduce fraud a guide to detection and prevention https://www.extole.com/blog/how-do-referral-tools-reduce-fraud-a-guide-to-detection-and-prevention
- Recent: 2026-09-18 blog: How to track referrals without cookies first party and server side methods that work https://www.extole.com/blog/how-to-track-referrals-without-cookies-first-party-and-server-side-methods-that-work

## 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.