Category…
Only 30–55% of Google searches for this category use words matching AI’s description. Open the category to see AI’s words and buyers’ words side by side.
Across the consensus panel, only 2 brands meet the sustained-mention floor for Fram. The models talk about this part family at a broader granularity, where the field forms.
findchips #1 in 3 sources (1,046 parts listed) · 35,191 buyer searches per 1k parts listed
Distinct parts listed on each channel’s category pages — catalog breadth, not units in stock. Poisoned pulses (lcsc, rs-online) shown when present but excluded from the leader call. Per-arm as-of stamped in the join.