[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)
·
All engines▾
[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)
[a Luce claim](https://luce.veliu.com/index.html)
# On ChatGPT web app, wireless earbuds: Soundcore sits on the top shelf, its rate published with a 95% interval; the cell is still measuring toward the precision gate.
A single measured fact from the Luce board, with its interval, its sample, and where it was observed. Cite this page, and the number carries its own uncertainty.
Mention rate · 95% CI
[Soundcore](https://luce.veliu.com/b/anker-soundcore.html) **77%** 60-90
[AirPods](https://luce.veliu.com/b/apple-airpods.html) **50%** 33-67 low precision
[Bose](https://luce.veliu.com/b/bose.html) **37%** 20-57 low precision
[Jabra](https://luce.veliu.com/b/jabra.html) **3%** 0-10 low precision
[Galaxy Buds](https://luce.veliu.com/b/samsung-galaxy-buds.html) **13%** 3-27 low precision
[Sennheiser](https://luce.veliu.com/b/sennheiser.html) **33%** 17-50 low precision
[Sony](https://luce.veliu.com/b/sony.html) **60%** 43-77 low precision
Metric
probe-design mention rate over the Luce grammar; not demand-weighted
Sample
30 prompts
Surface
ChatGPT web app
Wave
luce-live-w30
Provenance
L1 elicited
Estimator
joint cluster bootstrap over prompt clusters, percentile interval at 95%
[See the real answers behind this number](https://luce.veliu.com/answers.html)
[Download the reproducibility bundle for this cell](https://luce.veliu.com/bundle/luce-live-w30/wireless-earbuds-chatgpt-web.json) ([what is in it](https://luce.veliu.com/bundle-schema) )
Cite this
On ChatGPT web app, wireless earbuds: Soundcore sits on the top shelf, its rate published with a 95% interval; the cell is still measuring toward the precision gate. Veliu Research Lab, Luce wave luce-live-w30, methodology luce-live-v0, measured from 15 Jul 2026, n=30. https://luce.veliu.com/claim/luce-live-w30/wireless-earbuds-chatgpt-web. Veliu sells services to brands measured here.
Copy citation
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.