CVR rose 8%, but contribution profit per visitor fell 6%. The result is statistically significant...CVR rose 8%, but contribution profit per visitor fell 6%. The result is statistically significant...
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Exactly. CVR is useful diagnostically, but contribution profit per visitor should drive the decision here. I’d next isolate whether the loss came from discount depth, lower-value baskets, or fulfillment costs before retesting. Appreciate your take, Kabir.
That’s the right follow-up: diagnose the margin loss, set a contribution-profit guardrail, then retest. That should make the next decision much clearer.
We’re testing two filtering layouts for a template library.
Top Filters
The filters are placed above the content. This option feels lighter, leaves more space for the cards, and works well when there are only a few main categories.
Sidebar Filters
The categories remain visible in the sidebar. This makes the available options easier to scan and works better for more complex filtering, but takes up some of the content space.
Which layout would help you find the right template faster?