Public method

How Searchiz measures recommendations

Questions

Discovery questions never name the measured brand. Brand questions are kept separate and never presented as earned visibility.

Collection

Every answer keeps its engine, web or API method, location, provider, reported model and collection time. Repetitions reduce one-off variation.

Validity

Only successful answers enter the denominator. Blocked, failed and unsupported collections are labeled and excluded.

Classification

Deterministic identity rules match whole names, confirmed phone numbers and your domain. Each finding keeps the exact evidence span.

Claims

Rates always show occurrences and sample size with a Wilson interval. Sources are observed associations. Causal language is reserved for controlled experiments.