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Lens Engine Categories Brands API Pricing Methodology

CategoryRank

AI is becoming the new category layer.

We measure how AI remembers electronic components — then compare that memory against OEM, distributor, aggregator, and buyer-search vocabularies.

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Brand directory
Fragmentation leaderboard

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Power supplies DC-DC converters Memory RF semiconductors Power management Power inductors + all categories →

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