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Categories›SparkFun

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

Scorecard · the diagnosis…

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

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SparkFun Electronics — AI Discoverability Scorecard | CategoryRank

AI Discoverability Scorecard · 2026-W39

SparkFun Electronics

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