Not required for v1. Not in your spec. The features that would make your system the reason creators sign with you over the competitor running the same play.
B1★
Weekly Creator Analysis
Every Monday, a one-page synthesis per creator.
Content output, KPI movement, top-performing hooks, content themes that worked, content themes that didn't. Delivered to your team automatically. Replaces three hours of manual review per creator per week with thirty seconds of reading.
B2
Monthly Creator Retrospective
Deeper. Month-over-month trends, cohort context, strategy recommendations.
Where the creator was a month ago, where they are now, what changed, what to double down on, what to retire. Used in monthly creator calls instead of being prepared for them.
B3★
Predictive Signals
Churn risk and breakout opportunity, before they're obvious.
Declining engagement velocity, content-cadence drop, conversation-quality drift. Catches churn risk at week one instead of month two. Flips to opportunity signals when a creator's numbers are quietly compounding. You see the inflection point at the inflection point, not after it.
B4
Cross-creator pattern surfacing
When a hook works for one creator, the system routes it to same-niche others.
Same niche only. Privacy preserved across creators. The trading creator's breakthrough hook becomes the next trading creator's starting point. Compounds the value of the existing portfolio every month new creators sign.