# Stamped: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 4 categories by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/stamped

## 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% | 110 | 50% | 2 |
| [Review and reputation management](https://www.gane.ai/index/gtm/marketing/review-and-reputation-management/index.md) | 0% | 59 | 0% | 2 |
| [Ecommerce marketing](https://www.gane.ai/index/gtm/marketing/ecommerce-marketing/index.md) | 0% | 66 | 0% | 1 |
| [Referral and partner programs](https://www.gane.ai/index/gtm/partner/referral-and-partner-programs/index.md) | 0% | 81 | 0% | 1 |

## What the models said for it

- "For reviews, try Stamped.io or Reviews.io." (Grok 4.20, Ecommerce marketing)
- "Best for Reviews + Loyalty Combo" (Kimi K2, Loyalty)

## And against it

- "Verify support responsiveness and campaign reliability during a trial." (GPT-6 Luna, Loyalty)

## 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 | 2 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Stamped, from 4 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- 99minds.io: 2
- albato.com: 2
- alium.io: 2
- apps.shopify.com: 2
- shopify.com: 2
- about.chubb.com: 1
- aissist.io: 1
- ca.trustpilot.com: 1
- capterra.ca: 1
- capterra.com: 1

### Pages cited

- https://albato.com/blog/publications/best-referral-program-software: 2
- https://99minds.io/blog/ecommerce-loyalty-platforms: 1
- https://99minds.io/blog/referral-marketing-software: 1
- https://about.chubb.com/content/dam/chubb-sites/chubb/about-chubb/stories/pdf/crossing-the-e-commerce-trust-divide.pdf: 1
- https://aissist.io/insights/best-loyalty-program-software: 1
- https://alium.io/research/top-complaints-ecommerce-platforms: 1
- https://alium.io/research/top-complaints-loyalty: 1
- https://alium.io/research/top-complaints-reviews: 1

## In its own words

What Stamped's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Reviews and Loyalty for Ecommerce Brands (https://stamped.io/)
- For: Shopify brands (https://stamped.io/)
- Integrations claimed: 50 (https://stamped.io/)
- Customers named: Macy’s Wine Shop, Park Seed, Moonglow Jewelry, Poppy Barley, Beekman 1802, GURU Energy, wildwonder, Opopop

## What it publishes

Every page stamped.io exposes, read 2026-09-29: 197 addresses. By kind, pages and the last 90 days:

- blog: 141 pages, 0 in the last 90 days, latest 2025-04-07
- case study: 20 pages, 0 in the last 90 days, latest 2021-07-26
- comparison: 1 pages, 0 in the last 90 days, latest 2021-08-30
- glossary or explainer: 1 pages, 0 in the last 90 days, latest 2021-08-30
- Recent: 2025-04-07 blog: The 6 most common loyalty program mistakes and how to avoid them https://blog.stamped.io/stamped-blog/the-6-most-common-loyalty-program-mistakes-and-how-to-avoid-them
- Recent: 2025-03-27 blog: 4 ways to optimize review request emails with stamped https://blog.stamped.io/stamped-blog/4-ways-to-optimize-review-request-emails-with-stamped
- Recent: 2025-03-19 blog: How to measure the results of your loyalty program https://blog.stamped.io/stamped-blog/how-to-measure-the-results-of-your-loyalty-program
- Recent: 2025-02-27 blog: 4 loyalty plays to revamp your retention strategy https://blog.stamped.io/stamped-blog/4-loyalty-plays-to-revamp-your-retention-strategy
- Recent: 2025-01-30 blog: 5 metrics for diagnosing your loyalty program health https://blog.stamped.io/stamped-blog/5-metrics-for-diagnosing-your-loyalty-program-health
- Recent: 2025-01-23 blog: What are plays https://blog.stamped.io/stamped-blog/what-are-plays

## 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.