Proof, not analytics.
A raw before and after can lie. Every Whyback measurement keeps its control group, its horizon and its caveat in the same record — including the runs where the fix made things worse.
Every return carries a reason in the buyer's own language. We cluster those notes per product rather than per store, because a sizing problem on one shirt is not a sizing problem on your catalog.
Page-caused returns sit above the threshold; change-of-mind sits below it. Only the first can be repaired by a product page, so only the first is ever reported as actionable.
Your unfixed products carry the same season, traffic and discounting as the fixed ones. Whatever moves in both is the market. What is left over is the fix.
Before, after, control, horizon and caveat on one Return Receipt — the same document whether the number went down or up.
FIXED PRODUCTS: 3 WEEKS. CONTROL GROUP: 5 WEEKS.
When a fix performs worse than the control, Whyback says so in the same document and offers the rollback. The failed branch is never deleted.