A supplementary affiliate attribution method that asks customers directly how they discovered the brand, recovering conversions that technical tracking misses (multi-device journeys, in-app traffic, expired cookie windows). Deployed on order confirmation page (15-30% response rate) or in post-purchase email (5-15%). Affiliate-specific question: "If a specific creator or website recommended you, which one?" Matched against publisher list for creator-level attribution. Used as blended attribution layer alongside network tracking data.
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