# Loop.fans: 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/loop-fans-2

## 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% | 47 | 0% | 2 |

## What the models said for it

- "*Best Digital Punch-Card Alternatives*" (Gemini 3.5 Flash, Loyalty)
- "Loop.fans starting at $5/month" (Claude Haiku 4.5, Loyalty)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| 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 | 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 Loop.fans, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- loop.fans: 4 (its own site)
- bonusqr.com: 3
- yotpo.com: 3
- collegian.com: 2
- happyrewards.io: 2
- joy.so: 2
- openloyalty.io: 2
- 99minds.io: 1
- affise.com: 1
- aitrendytools.com: 1

### Pages cited

- https://loop.fans/blog/best-loyalty-program-software-small-business: 3
- https://yotpo.com/blog/best-referral-marketing-platforms: 3
- https://bonusqr.com/article/top-customer-loyalty-program-examples-for-small-business-in-2026: 2
- https://collegian.com/sponsored/2025/12/top-5-referral-program-software-for-small-business-in-2026: 2
- https://loop.fans/blog/free-loyalty-program-app: 2
- https://openloyalty.io/insider/best-loyalty-software-comparison-guide: 2
- https://99minds.io/blog/loyalty-program-apps: 1
- https://affise.com/blog/referral-software: 1

## What it publishes

Every page loop.fans exposes, read 2026-09-29: 487 addresses. By kind, pages and the last 90 days:

- blog: 341 pages, 24 in the last 90 days, latest 2026-09-28
- case study: 2 pages, 1 in the last 90 days, latest 2026-09-24
- report or ebook: 4 pages, 0 in the last 90 days, latest 2026-03-20
- comparison: 55 pages, 14 in the last 90 days, latest 2026-08-08
- template or tool: 5 pages, 0 in the last 90 days, latest 2026-03-18
- glossary or explainer: 31 pages, 8 in the last 90 days, latest 2026-09-13
- Recent: 2026-09-28 blog: Digital passport bid downtown guide https://loop.fans/blog/digital-passport-bid-downtown-guide
- Recent: 2026-09-24 case study: Yarra valley pass pilot case study https://loop.fans/blog/yarra-valley-pass-pilot-case-study
- Recent: 2026-09-13 blog: Loyalty https://loop.fans/blog/loyalty
- Recent: 2026-09-13 glossary or explainer: What is loop fans https://loop.fans/blog/what-is-loop-fans
- Recent: 2026-09-13 blog: Participation economy glossary https://loop.fans/blog/participation-economy-glossary
- Recent: 2026-09-13 blog: About tom norwood https://loop.fans/blog/about-tom-norwood

## 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.