# LoyaltyGrid: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Retail, proximity and IoT marketing](https://www.gane.ai/index/gtm/marketing/retail-proximity-and-iot-marketing/index.md) | 0% | 122 | 0% | 1 |

## 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 | 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 | 1 | 0 | 1 |
| 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 LoyaltyGrid, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- aislelabs.com: 1
- axiobench.com: 1
- beaconzone.co.uk: 1
- clevertap.com: 1
- courses.ems.psu.edu: 1
- f6s.com: 1
- g2.com: 1
- mapsted.com: 1
- mist.com: 1
- navigine.com: 1

### Pages cited

- https://aislelabs.com/blog/what-is-location-based-analytics-a-complete-guide: 1
- https://axiobench.com/best/proximity-marketing-software: 1
- https://beaconzone.co.uk/solutionsdirectory: 1
- https://clevertap.com/blog/location-based-marketing-platform: 1
- https://courses.ems.psu.edu/geog850/node/334: 1
- https://f6s.com/software/category/proximity-marketing: 1
- https://g2.com/categories/mobile-marketing/f/proximity-marketing: 1
- https://mapsted.com/geofencing: 1

## 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.