ROYAL ROAD MARKET INTELLIGENCE — MVP

RR Signal

Behavioral recommendations from what readers actually favorite — not just tags or popularity.

1126 catalog stories 89 historical readers Frozen model: bm25_k8_k11.2_b0.5

Pick stories you loved

Add at least 3. The validated model becomes much more personalized once you provide about 10 favorites.

Find behaviorally adjacent stories

Experimental author view: find stories with similar reconstructed reader behavior. Useful for comp and shoutout research; this specific story-to-story view has not yet been independently validated.