A category people join, leave, and rejoin
Membership decisions are made locally, quickly, and repeatedly. Recent social proof matters more here than an accumulated total from three years ago.
- Recency is the reputation signal
- Class schedules are structured data
- Posting consistency compounds
Geo-grid rank scan
“gym near me” · 4×4 · 2 km radius
The signals that decide this category
Review velocity beats review count in a category people switch often.
Recency is the reputation signal
Velocity is tracked and benchmarked against the competitors who share your catchment, because a rising newcomer is a different threat from a large incumbent.
Class schedules are structured data
Hours, class times and attributes answer the query people actually type — "gym open at 6am near me" is an attributes question.
Posting consistency compounds
Offers and schedule changes reward regular publishing. An evergreen library on rotation removes the dependency on someone remembering.
Trials convert from direction requests
The metric to watch is people deciding to visit, not people seeing your name.
The capabilities that carry this category
We build for these too
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