# Estimote: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 14 judge labels across 1 category by 9 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/estimote

## 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) | 2% | 11 | 21% | 14 |

## What the models said for it

- "Best pick for teams running a dedicated beacon fleet." (Muse Glimmer 30B, Proximity)
- "Need indoor beacon marketing: Estimote" (GPT-5.4 mini, Proximity)
- "Choose Estimote if you need precise indoor positioning for navigation, asset tracking, or hyper-local experiences" (Kimi K2, Proximity)
- "Strong for managed beacon footprints; less of an end-to-end customer-engagement platform" (Perplexity Sonar, Proximity)

## And against it

- "Avoid full platforms like Estimote if over budget" (Grok 4.20, Proximity)
- "beacon manufacturers (like some early Gimbal, Estimote, or PayPal Beacon partners) that have since discontinued hardware lines or drastically reduced support" (MiniMax M2.5, Proximity)
- "If a vendor promotes ultrasonic or microphone-based tracking rather than standard BLE/iBeacon/Eddystone with app-level consent, that is a caution point." (Muse Glimmer 30B, Proximity)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Estimote, from 34 of the 36 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 22
- thecmo.com: 18
- verifiedmarketresearch.com: 16
- axiobench.com: 14
- sourceforge.net: 12
- wifitalents.com: 11
- gane.ai/index: 10
- clevertap.com: 8
- linkedin.com: 8
- revenuebase.ai: 8

### Pages cited

- https://thecmo.com/tools/best-proximity-marketing-software: 18
- https://verifiedmarketresearch.com/blog/top-proximity-marketing-companies: 16
- https://axiobench.com/best/proximity-marketing-software: 14
- https://g2.com/categories/location-based-marketing: 11
- https://g2.com/categories/mobile-marketing/f/proximity-marketing: 10
- https://wifitalents.com/best/proximity-advertising-software: 10
- https://revenuebase.ai/companies/proximity-marketing-platforms/united-states: 8
- https://clevertap.com/blog/location-based-marketing-platform: 6

## In its own words

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

- Positioning: Indoor location for your apps (https://estimote.com/)
- For: developers (https://estimote.com/)

## What it publishes

Every page estimote.com exposes, read 2026-09-29: 246 addresses. By kind, pages and the last 90 days:

- blog: 235 pages, 2 in the last 90 days, latest 2026-09-09
- conference or event: 5 pages, 0 in the last 90 days, latest undated
- comparison: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 2 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-09 blog: 827297865046048768 https://blog.estimote.com/post/827297865046048768
- Recent: 2026-09-09 blog: Downlink tdoa https://blog.estimote.com/post/827297865046048768/downlink-tdoa
- Recent: 2023-09-13 blog: 728317898359259136 https://blog.estimote.com/post/728317898359259136
- Recent: 2022-02-15 blog: 676268182762405888 https://blog.estimote.com/post/676268182762405888
- Recent: 2022-02-15 blog: 676268055242883072 https://blog.estimote.com/post/676268055242883072
- Recent: 2022-02-15 blog: 676268031578636288 https://blog.estimote.com/post/676268031578636288

## 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.