CategoryRankthe AI category map

1 · where you standFootprint 2 · the diagnosisScorecard 3 · the fixAction plan

Scorecard · the diagnosis…

CategoryRank

The category map of what AI associates with each electronics category. Refreshed weekly. Figures reproducible from methodology.

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Category map
AI-blindness index
Fragmentation leaderboard
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AI Discoverability Scorecard · 2026-W39

Cal Test

We haven’t adjudicated Cal Test against its own product catalog yet. A scorecard becomes available once Cal Test’s categories have a validated ontology.