2026 AI product directory / evidence cards

Share the result. Keep the method attached.

Choose any scored directory record to create a dated card with its actual cohort rank, proxy score and evidence boundary.

100 directory records78 comparable and ranked22 scores withheldSnapshot: 26 Aug 2026

Brandilite Research

AI Search Evidence Proxy · 2026

Design and media

Adobe Firefly

Cohort rank#1

98.6Proxy score / 100

Rank among 78 comparable records · Semrush US · 26 Aug 2026 · Search-evidence proxy, not product quality or direct assistant visibility.

A useful score needs a narrow definition.

This release compares the measured search-evidence footprint of eligible records inside one frozen cohort. It does not claim to measure every answer engine or predict future recommendations.

40% of score

Google AI Overview footprint

Normalised Google AI Overview keyword evidence from the dated Semrush snapshot.

40% of score

Commercial + organic evidence

Commercial positions and traffic plus organic keyword and traffic evidence.

20% of score

Authority + referring domains

Domain authority and referring-domain evidence, normalised within the eligible cohort.

Not measured here

Direct assistant visibility

ChatGPT, Perplexity, Claude, Gemini and Copilot answer observations require a separate versioned study.