PILOT · W30real engine answers · small pilot wave · wide intervals by designSynthetic probes · not real user sessions · this wave 100% L3 · answers L1 elicited

market · it-IT

Italy

The Italy board. Luce writes its prompts in Italian and the engines answer in Italian. The page around them stays in English so every market reads the same way. Every rate here was measured in this market and nowhere else.

Measured from 15 Jul 2026 · 60 days ago · wave LUCE-LIVE-W30

API calls180
Answers captured22
AI surfaces43 APIs + web app
Categories52 on board · 3 measuring
Brands15
01

Every brand, every engine

Italy's own numbers, category by category.

estimand: probe-design mention rate over Luce grammar luce-live-v0, rank-range leagues only; not demand-weighted

governs every board on this pageAll 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 bar under each rate is its 95% interval.An outline and a tag mark each cell where ChatGPT web app vs ChatGPT API diverge beyond the sum of their interval half-widths.Dashed cells carry a low precision tag: measured, with intervals too wide to rank this wave. Every cell stays readable.

Running shoes

VELIU·LUCEPILOT · W30
One measurement per engine. Rows ordered by ChatGPT.
BrandChatGPT web app · n = 5mention rate · 95% CIChatGPT APImention rate · 95% CIGeminimention rate · 95% CIPerplexitymention rate · 95% CI
ASICS100%interval unresolved at this nlow precision70%53-8793%83-10053%37-70low precision
HOKA100%interval unresolved at this nlow precision63%47-80low precision87%73-9750%33-67low precision
Nike100%interval unresolved at this nlow precision70%53-8797%90-10057%40-73low precision
New Balance80%40-100low precisiondiverges20%7-33low precisiondiverges83%70-9733%17-50low precision
Saucony80%40-100low precisiondiverges27%10-43low precisiondiverges77%60-9030%13-47low precision
Brooks60%20-100low precision67%50-83low precision83%70-9750%33-67low precision
Adidas40%0-80low precision23%10-40low precision60%43-77low precision33%17-50low precision
On Running0%interval unresolved at this nlow precision3%0-10low precision17%3-30low precision3%0-10low precision
luce-live-w30 · measured from 15 Jul 2026 · it-IT · Running shoes · ChatGPT web app · ChatGPT API · Gemini · PerplexityL1 elicited · Synthetic probes · not real user sessions · this wave 100% L3 · n = 5 to 30 prompt clusters per cellGold marks the top rate on that engine, and every brand tied with it. Grey marks a brand measured too imprecisely to rank this wave, and its interval is drawn hatched. The bar under each rate is its 95% interval.probe-design mention rate over Luce grammar luce-live-v0; not demand-weightedPublished by Veliu Research Lab. Veliu sells services to brands measured here.https://luce.veliu.com/it/#board-running-shoes
Frame for screenshot

Wireless earbuds

VELIU·LUCEPILOT · W30
One measurement per engine. Rows ordered by ChatGPT.
BrandChatGPT web app · n = 5mention rate · 95% CIChatGPT APImention rate · 95% CIGeminimention rate · 95% CIPerplexitymention rate · 95% CI
Gap: no cell diverges beyond its intervals this wave
Sony100%interval unresolved at this nlow precision83%70-9790%80-10063%47-80low precision
AirPods60%20-100low precision53%33-73low precision53%37-73low precision30%13-47low precision
Soundcore40%0-80low precision37%20-53low precision77%60-9023%10-40low precision
Sennheiser40%0-80low precision17%3-30low precision30%13-47low precision7%0-17low precision
Bose20%0-60low precision43%27-60low precision60%43-77low precision30%13-47low precision
Jabra0%interval unresolved at this nlow precision40%23-57low precision20%7-33low precision30%13-47low precision
Galaxy Buds0%interval unresolved at this nlow precision3%0-10low precision7%0-17low precision7%0-17low precision
luce-live-w30 · measured from 15 Jul 2026 · it-IT · Wireless earbuds · ChatGPT web app · ChatGPT API · Gemini · PerplexityL1 elicited · Synthetic probes · not real user sessions · this wave 100% L3 · n = 5 to 30 prompt clusters per cellGold marks the top rate on that engine, and every brand tied with it. Grey marks a brand measured too imprecisely to rank this wave, and its interval is drawn hatched. The bar under each rate is its 95% interval.probe-design mention rate over Luce grammar luce-live-v0; not demand-weightedPublished by Veliu Research Lab. Veliu sells services to brands measured here.https://luce.veliu.com/it/#board-wireless-earbuds
Frame for screenshot