The creator roster had grown to roughly 300 partners the way most do: organically, relationship by relationship, with fees set in negotiation and renewed by habit. Follower counts stood in for value because nothing better existed. Links pointed at the store with no tracking behind them, and discount codes circulated informally, sometimes shared between creators or leaked to coupon sites, so even code redemptions said little about who earned them.

Inside the business, the programme was an article of faith. The budget rose year after year on the strength of reach and engagement screenshots, while finance saw a growing line item with no revenue attached. The marketing team suspected a core of partners drove most of the value and a long tail drove almost none, but with no attribution there was no defensible way to act on that suspicion.

Operations strained under the same opacity. Paying roughly 300 creators on individually negotiated flat fees meant monthly reconciliation by spreadsheet: chasing post evidence, matching invoices and hand-checking codes. The process swallowed two weeks each month and produced nothing that helped anyone decide which partners deserved renewal, because all the effort went into paying the roster, not evaluating it.

We stood the programme up on a dedicated partner platform and gave every creator a measurable identity: unique tracked links and unique codes, replacing the informal handouts. First-party attribution then reconciled every order in the commerce backend, so a sale is credited from the transaction record itself rather than inferred from a screenshot or a shared coupon.

On top of that data we built a scoring dashboard that ranks every partner on the measures that matter to a fashion retailer: revenue driven, share of new customers brought in, and return rates on what their audiences buy. A creator who moves product that comes straight back scores very differently from one who brings in first-time customers who keep their orders.

The commercial model changed to match. Flat monthly fees gave way to performance tiers, so earnings scale with attributed results, and quarterly reviews now decide the roster on the dashboard rather than on relationships. Partners see the same logic applied to everyone, which made the transition firmer but fairer, and gave the strongest creators a reason to lean in.