CategoryRank

AI learned your category from someone.Was it you?

See who shapes the definition — and where you rank.

This week's headline finding

Across 174 electronic component categories with consistent AI coverage:

105
60% of 174
categories aligned
69
40% of 174
categories misaligned
27
categories need attention
Supply concentrated or signal unstable
0
exploitable gaps
We only surface real dislocations — zero right now

Updated weekly from live AI observations. No manufactured signals. Browse all 253 categories →

The evidence base · time-indexed
2025-W512026-W20
weeks of data
21
AI observations
26.4M
brands tracked
35,746
frontier LLMs
16+

“We measure the shadows so you can shape the light.”

New categories unlock every week.

253 categories tracked. Get notified as yours opens.