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You Can't A/B Test Your Way Out of a Bad Offer

You changed the button color. You rewrote the CTA. You moved the top link down and the second link up. Clicks went up slightly and sales did not move at all. That is not a page problem, it is an offer problem, and no amount of optimizing will fix it.

By Charlie ClarkLiinks Blog
You Can't A/B Test Your Way Out of a Bad Offer

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Originally published by Liinks Blog on Aug 27, 2026.

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