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12 book covers, one $0.03 field guide, one sale

By Ryan Richardson · Published 8 October 2026

12 different book-cover designs were tested as Facebook ad creative for the Accidental CTO / Non-Technical CTO field guide, spending A$357.61 across 36 ads. Only 1 purchase was recorded, at A$357.61 cost per purchase.

The question

Which of 12 candidate book-cover designs gets the most attention and, ideally, the most sales, before committing further ad budget to any single one?

Setup

36 ads ran across the 12 cover variants, 22 Oct 2025 to 7 Oct 2026, for the Accidental CTO (Non-Technical CTO) field guide offer.

Results

Per-cover detail (5 of the 12 variants had enough spend/impressions to read): cover 36 led on both CTR (3.96%) and landing page views (219) and produced zero purchases; the lone purchase landed on cover 39, a mid-engagement variant at 2.45% CTR. Full per-cover table on the related finding page.

MetricValue
Ads36
SpendA$357.61
Impressions45,197
Link clicks634
CTR2.31%
Landing page views589
Purchases1
Cost per purchase (CPA)A$357.61
Recorded revenueA$20.22

What won, and how sure to be about it

1 purchase across 36 ads and 12 cover variants cannot identify a winning cover on sales; A$357.61 CPA is a single data point. What the test does show clearly is a mismatch between engagement and conversion: the highest-CTR, highest-landing-page-view cover (cover 36) sold nothing, while a lower-engagement cover (cover 39) produced the only sale. That's a reason to not greenlight a cover purely on CTR data from a screening test like this one.

What we changed next

No documented follow-on cover decision for this test was found in the pulled sources.

How to run this test yourself

Run cover variants as a cheap screening pass on CTR and landing-page-view rate first, but don't greenlight a design for full budget purely on that data; this test needed many more purchases than 1 to separate a genuinely better-converting cover from noise, and it didn't get there at this spend level.

The numbers
ClaimValueSource
Ads36Sixty Steps ad account, Meta Ads data
SpendA$357.61Sixty Steps ad account, Meta Ads data
Impressions45,197Sixty Steps ad account, Meta Ads data
Link clicks634Sixty Steps ad account, Meta Ads data
CTR2.31%Sixty Steps ad account, Meta Ads data
Landing page views589Sixty Steps ad account, Meta Ads data
Purchases1Sixty Steps ad account, Meta Ads data
Cost per purchaseA$357.61Sixty Steps ad account, Meta Ads data
Recorded revenueA$20.22Sixty Steps ad account, Meta Ads data
Cover 36 CTR / landing page views / purchases3.96% / 219 / 0Sixty Steps ad account, Meta Ads data
Cover 39 CTR / purchases2.45% / 1Sixty Steps ad account, Meta Ads data
Go deeper

This page covers one step. The full method is in the book.

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