Developer Tools
Anonymized AI-visibility percentile distribution for this industry.
Methodology
Data source
We continuously monitor how brands appear in answers from ChatGPT, Kimi, Volcano and other AI engines, scoring each brand under a single scoring version. This page aggregates scores across multiple brands within the same industry, anonymized across customers — never tied to any specific brand or customer.
Distributions only
We publish only percentiles (P25/P50/P75/P90) and sample sizes, computed per industry × engine. The page never includes any individual brand name, raw AI answer or ranking.
Sample-size threshold
Each distribution requires at least 5 brands before percentiles are shown. Below 5, we display only the sample size and no percentiles — to prevent any single brand's result from being inferred from a tiny sample.
Disputes & appeals
If you dispute how this is aggregated, or want your company's data excluded from public aggregation, contact us via the OrcaScope website to file an appeal; we will review and act on it promptly.