Action items · shimano

You are named in 11.3% of answers that mention any brand; bosch manages 25.2%. Reach carries the largest weight, and an answer that never names you cannot be won on any other dimension.

These topics carry real search volume but almost none of your mentions. "Cube Reaction Hybrid E-Bikes" (274/mo, 4 mentions); "Muli Lastenräder & E-Bikes" (57/mo, 5 mentions); "KTM Macina Race E-Bikes" (8/mo, 4 mentions).

The quality gate scores 1.0 when your own domain is among the sources behind an answer and 0.6 when it is not. Yours sits at 0.602, so roughly 542 of your mentions are written entirely from third-party material — other people describing your products, in their words.

Your average prominence is 0.470 against cube's 0.829. Position decays fast: third place is worth half of first, and almost nobody reads past the top few.

Being named second is worth 63% of being named first. You are already in these answers — the work is displacing one brand, not entering the conversation.

You average rank 4.5 on gemini-3.8-flash but 3.7 on gpt-5.6-luna. The same brand, the same products — so the difference is which sources each engine reads, not what you sell.