[VELIU· LUCE](https://luce.veliu.com/index.html)

how AI engines recommend brands

 PILOT · W30  Search / (Search brands, categories and engines)

Board ▾

Board [Overview](https://luce.veliu.com/index.html) [Running shoes](https://luce.veliu.com/c/running-shoes.html) [Wireless earbuds](https://luce.veliu.com/c/wireless-earbuds.html)

[Coffee machines](https://luce.veliu.com/answers.html#coffee-machines) measuring

[Robot vacuums](https://luce.veliu.com/answers.html#robot-vacuums) measuring

[Air fryers](https://luce.veliu.com/answers.html#air-fryers) measuring

[All brands](https://luce.veliu.com/brands.html) [Real answers](https://luce.veliu.com/answers.html)

Engines [ChatGPT](https://luce.veliu.com/e/chatgpt-web.html) [ChatGPT API](https://luce.veliu.com/e/chatgpt-api.html) [Gemini](https://luce.veliu.com/e/gemini.html) [Perplexity](https://luce.veliu.com/e/perplexity.html)

Research [Coverage](https://luce.veliu.com/coverage.html) [Methodology](https://luce.veliu.com/methodology.html) [Sources](https://luce.veliu.com/sources.html) [Glossary](https://luce.veliu.com/glossary.html) [Tools](https://luce.veliu.com/tools) (primary)

en-US ·  grammar luce-live-v0  Dark  (Current theme: dark) (wave luce-live-w30 · grammar luce-live-v0 · generated 2026-07-15 19:49:02 UTC)

**PILOT · W30** real engine answers · small pilot wave · wide intervals by design Synthetic probes · not real user sessions · this wave 100% [L3](https://luce.veliu.com/glossary.html#provenance-tier)  · answers [L1](https://luce.veliu.com/glossary.html#provenance-tier)  elicited

All categories▾

[All categories](https://luce.veliu.com/index.html) [Running shoes](https://luce.veliu.com/c/running-shoes.html) [Wireless earbuds](https://luce.veliu.com/c/wireless-earbuds.html)

·

ChatGPT▾

[All engines](https://luce.veliu.com/index.html) [ChatGPT](https://luce.veliu.com/e/chatgpt-web.html) [ChatGPT API](https://luce.veliu.com/e/chatgpt-api.html) [Gemini](https://luce.veliu.com/e/gemini.html) [Perplexity](https://luce.veliu.com/e/perplexity.html)

· en-US · LUCE-LIVE-W30 · measured from 15 Jul 2026 · 60 days ago (what you are viewing)

engine · web app

# ChatGPT web app

On ChatGPT web app this wave, ASICS holds the top league in running shoes at **83%**  (95% CI 70-97%), and Soundcore holds the top league in wireless earbuds at **77%**  (95% CI 60-90%).

01

## League tables

On the rank axis, a better rank sits further left.

estimand: probe-design mention rate over Luce grammar luce-live-v0, rank-range leagues only; not demand-weighted (the exact quantity published on this surface)

SoVGapPrecision (board lens) governs every board on this page All cells shown. Gold marks the top rate on that engine, and every brand tied with it. Grey marks a brand measured too imprecisely to rank this wave. The bracket and label show the same rank range. Divergence needs one provider measured on two surfaces. This board carries no such pair. Dashed cells carry a low precision tag: measured, with intervals too wide to rank this wave. Every cell stays readable.

### [Running shoes](https://luce.veliu.com/c/running-shoes.html)

L1 elicited n = 30 [prompt clusters](https://luce.veliu.com/glossary.html#prompt-cluster)  [cite this cell](https://luce.veliu.com/claim/luce-live-w30/running-shoes-chatgpt-web.html)

- Rank range Brand Mention rate · 95% CI

League A 4 brands

- ranks 1-3

 (ranks 1-3 in a field of 8)

[ASICS](https://luce.veliu.com/b/asics.html)  **83%** 70-97  (mention rate 83% (95% CI 70-97%))
- ranks 1-4

 (ranks 1-4 in a field of 8)

[HOKA](https://luce.veliu.com/b/hoka.html)  **80%** 67-93  (mention rate 80% (95% CI 67-93%))
- ranks 1-4.5

 (ranks 1-4.5 in a field of 8)

[Brooks](https://luce.veliu.com/b/brooks.html)  **77%** 60-90  (mention rate 77% (95% CI 60-90%))
- ranks 1-5

 (ranks 1-5 in a field of 8)

[Nike](https://luce.veliu.com/b/nike.html)  **73%** 57-87  (mention rate 73% (95% CI 57-87%))

unranked · low precision 4 brands Interval too wide to rank

- [Adidas](https://luce.veliu.com/b/adidas.html)  **23%** 10-40  (mention rate 23% (95% CI 10-40%))
- [New Balance](https://luce.veliu.com/b/new-balance.html)  **43%** 27-60  (mention rate 43% (95% CI 27-60%))
- [On Running](https://luce.veliu.com/b/on.html)  **7%** 0-17  (mention rate 7% (95% CI 0-17%))
- [Saucony](https://luce.veliu.com/b/saucony.html)  **53%** 37-70  (mention rate 53% (95% CI 37-70%))

### [Wireless earbuds](https://luce.veliu.com/c/wireless-earbuds.html)

L1 elicited n = 30 prompt clusters [cite this cell](https://luce.veliu.com/claim/luce-live-w30/wireless-earbuds-chatgpt-web.html)

- Rank range Brand Mention rate · 95% CI

League A 1 brand Named in most answers

- ranks 1-2

 (ranks 1-2 in a field of 7)

[Soundcore](https://luce.veliu.com/b/anker-soundcore.html)  **77%** 60-90  (mention rate 77% (95% CI 60-90%))

unranked · low precision 6 brands Interval too wide to rank

- [AirPods](https://luce.veliu.com/b/apple-airpods.html)  **50%** 33-67  (mention rate 50% (95% CI 33-67%))
- [Bose](https://luce.veliu.com/b/bose.html)  **37%** 20-57  (mention rate 37% (95% CI 20-57%))
- [Jabra](https://luce.veliu.com/b/jabra.html)  **3%** 0-10  (mention rate 3% (95% CI 0-10%))
- [Galaxy Buds](https://luce.veliu.com/b/samsung-galaxy-buds.html)  **13%** 3-27  (mention rate 13% (95% CI 3-27%))
- [Sennheiser](https://luce.veliu.com/b/sennheiser.html)  **33%** 17-50  (mention rate 33% (95% CI 17-50%))
- [Sony](https://luce.veliu.com/b/sony.html)  **60%** 43-77  (mention rate 60% (95% CI 43-77%))

still measuring · first answers captured

### [Coffee machines](https://luce.veliu.com/answers.html#coffee-machines) measuring · first answers captured

L1 elicited n = 6 prompt clusters

- Brand Mention rate · 95% CI

unranked · low precision 7 brands Interval too wide to rank

- Breville **67%** 33-100  (mention rate 67% (95% CI 33-100%))
- De'Longhi **83%** 50-100  (mention rate 83% (95% CI 50-100%))
- Gaggia **33%** 0-67  (mention rate 33% (95% CI 0-67%))
- Jura **17%** 0-50  (mention rate 17% (95% CI 0-50%))
- Nespresso **33%** 0-67  (mention rate 33% (95% CI 0-67%))
- Philips **33%** 0-67  (mention rate 33% (95% CI 0-67%))
- Smeg **0%** interval unresolved at this n  (mention rate 0%, interval unresolved at this n)

### [Robot vacuums](https://luce.veliu.com/answers.html#robot-vacuums) measuring · first answers captured

L1 elicited n = 6 prompt clusters

- Brand Mention rate · 95% CI

unranked · low precision 7 brands Interval too wide to rank

- Dreame **67%** 33-100  (mention rate 67% (95% CI 33-100%))
- Dyson **0%** interval unresolved at this n  (mention rate 0%, interval unresolved at this n)
- Ecovacs **33%** 0-67  (mention rate 33% (95% CI 0-67%))
- Eufy **83%** 50-100  (mention rate 83% (95% CI 50-100%))
- iRobot Roomba **33%** 0-67  (mention rate 33% (95% CI 0-67%))
- Shark **33%** 0-67  (mention rate 33% (95% CI 0-67%))
- Roborock **100%** interval unresolved at this n  (mention rate 100%, interval unresolved at this n)

### [Air fryers](https://luce.veliu.com/answers.html#air-fryers) measuring · first answers captured

L1 elicited n = 6 prompt clusters

- Brand Mention rate · 95% CI

unranked · low precision 7 brands Interval too wide to rank

- Cosori **50%** 17-83  (mention rate 50% (95% CI 17-83%))
- Instant Brands **33%** 0-67  (mention rate 33% (95% CI 0-67%))
- Ninja **83%** 50-100  (mention rate 83% (95% CI 50-100%))
- Philips **50%** 17-83  (mention rate 50% (95% CI 17-83%))
- Russell Hobbs **0%** interval unresolved at this n  (mention rate 0%, interval unresolved at this n)
- Tefal **0%** interval unresolved at this n  (mention rate 0%, interval unresolved at this n)
- Tower **0%** interval unresolved at this n  (mention rate 0%, interval unresolved at this n)

ChatGPT web app published a standing for every brand in the measured category rosters this wave.

Published by Veliu Research Lab. Veliu sells services to brands measured here.

Live pilot wave luce-live-w30. The method, the probe log and this wave's coverage are on the methodology page.
