Lofn.

The matchmaking engine: one scoring core, both doors, every match explained.

synthetic demo data

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Lofn prototype v0.1. All creators, brands, and outcomes on this screen are synthetic. The engine is real: eligibility filters, reciprocal scoring with a geometric mean, exposure caps, one exploration slot per shortlist, and plain-language reasons with estimated data marked as estimated.