brand

Bose

Name: Veliu Luce: how AI engines recommend brands
Creator: Veliu Research Lab
License: https://creativecommons.org/licenses/by/4.0/

ChatGPT37%95% CI 20-57%n 30 prompts · L1 elicited · low precisionevidence →

ChatGPT API50%95% CI 33-70%n 30 prompts · L1 elicited · low precisionevidence →

Gemini53%95% CI 33-70%n 30 prompts · L1 elicited · low precisionevidence →

Perplexity27%95% CI 13-43%n 30 prompts · L1 elicited · low precisionevidence →

AI surfaces4

Brands in category7

VELIU·LUCE

Standings by engine

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

estimand: probe-design mention rate over Luce grammar luce-live-v0, rank-range only; not demand-weighted · 30 prompts per cell

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.No cell diverges beyond its intervals this wave.Dashed cells carry a low precision tag: measured, with intervals too wide to rank this wave. Every cell stays readable.

EngineMention rate · 95% CITrend

unranked · Interval too wide to rank

ChatGPT37%20-57 baseline this wave

unranked · Interval too wide to rank

ChatGPT API50%33-70

unranked · Interval too wide to rank

Gemini53%33-70

unranked · Interval too wide to rank

Perplexity27%13-43

On ChatGPT, Bose appears in 11 of 30 captured answers. The shelf a shopper sees in the other 19: AirPods, Galaxy Buds, Jabra, Sennheiser, Sony, Soundcore (alphabetical · order not scored) · read those answers →

back to Wireless earbuds

others in wireless earbuds: AirPods · Sony · Galaxy Buds · Jabra · Sennheiser · Soundcore

luce-live-w30 · measured from 15 Jul 2026 · en-US · Bose · Wireless earbuds · ChatGPT web app · ChatGPT API · Gemini · PerplexityL1 elicited · Synthetic probes · not real user sessions · this wave 100% L3 · n = 30 prompt clusters per cellprobe-design mention rate over Luce grammar luce-live-v0, rank-range only; not demand-weightedPublished by Veliu Research Lab. Veliu sells services to brands measured here.https://luce.veliu.com/b/bose#brand-standings

Frame for screenshot

Real answers naming this brand

The captured answers themselves, filtered to this brand.

ChatGPT11 real answers