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The book cover with the most clicks produced zero sales

By Ryan Richardson · Published 8 October 2026

Across 12 book-cover variants tested as ad creative, the cover with the most impressions and landing page views (cover 36: 10,908 impressions, 219 landing page views) produced zero purchases. Only one cover variant in the whole test produced a sale.

What was tested

12 different book-cover designs were run as ad creative on the same offer (the Accidental CTO / Non-Technical CTO field guide), screening for which cover design gets attention before committing budget to it.

Results, 5 covers with enough data to read

The other 7 cover variants each drew under 1,000 impressions or under A$20 spend, too thin to read at all.

CoverAdsSpendImpressionsCTRLanding page viewsPurchasesCPA
Cover 362A$129.4910,9083.96%2190no purchases
Cover 282A$70.295,2613.04%980no purchases
Cover 392A$57.445,7182.45%801A$57.44
Cover 032A$32.549,4121.13%690no purchases
Cover 011A$29.728,8311.05%600no purchases

How sure to be about this

This is 1 purchase across the whole 12-cover test (on cover 39), so no cover can be called a winner on sales. What the test does show plainly: the two covers with the strongest engagement, cover 36 (3.96% CTR, 219 landing page views) and cover 28 (3.04% CTR, 98 landing page views), produced zero purchases between them, while the single purchase came from a mid-engagement cover. High click-through on a cover image did not predict a sale in this test.

The numbers
ClaimValueSource
Number of cover variants tested12Sixty Steps ad account, Meta Ads data
Cover 36 spend/ads/impressions/CTR/LPV/purchasesA$129.49 / 2 / 10,908 / 3.96% / 219 / 0Sixty Steps ad account, Meta Ads data
Cover 28 spend/ads/impressions/CTR/LPV/purchasesA$70.29 / 2 / 5,261 / 3.04% / 98 / 0Sixty Steps ad account, Meta Ads data
Cover 39 spend/ads/impressions/CTR/LPV/purchases/CPAA$57.44 / 2 / 5,718 / 2.45% / 80 / 1 / A$57.44Sixty Steps ad account, Meta Ads data
Cover 03 spend/ads/impressions/CTR/LPV/purchasesA$32.54 / 2 / 9,412 / 1.13% / 69 / 0Sixty Steps ad account, Meta Ads data
Cover 01 spend/ads/impressions/CTR/LPV/purchasesA$29.72 / 1 / 8,831 / 1.05% / 60 / 0Sixty Steps ad account, Meta Ads data
Total purchases across the 12-cover test1Sixty Steps ad account, Meta Ads data
Thin-data exclusion threshold used across this datasetunder 1,000 impressions or under A$20 spendSUMMARY.md, Top 5 robust findings heading
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