What 18,920 Meta ads say about cost per lead

Most ads you run will not work. That is not a sign your ads are bad. It is how Meta advertising works, and the data shows it plainly. We pulled every Meta ad Sneeze It has run for gyms, studios, med spas, salons, wellness clinics and franchise brands, and asked one question of each: did it do the work?

Source: Creative Benchmarks, Meta insights across 137 accounts and 41 brands

Most ads barely run

Two out of three ads spent less than $100 in their whole life. Only 6.2% became winners, which we define as an ad that spent at least ten times its account's median ad and at least $500. Meta tries an ad, decides quickly, and moves the money elsewhere.

So the job is not to predict which ad will win. Nobody does that reliably. The job is to find winners fast, understand why they worked, and make more like them.

Meta's favorite ad is often not yours

Of the 1,175 ads Meta put the most money behind, fewer than half brought in leads cheaper than their own account's average.

That is why we grade every ad twice: once on how much Meta backed it, and again on what a lead from it actually cost. An ad has to pass both before we call it a winner.

The popular formats are not the cheap ones

We labeled 2,126 ads by how they look, how they open and how they were made, then compared what a lead cost from each. The average across all of them was $26.62.

Headline-only designs are one of the most common ads we see, and they cost 83% more per lead than before-and-after ads.

How an ad opens matters even more. Ads that opened with a contrarian take or a bold claim beat the average by $6 to $12 a lead. Announcements cost almost three times the average.

Polish is not the point

Phone-shot UGC brought the cheapest leads of any production style, $22.21, and became a winner 15.5% of the time. That is more than twice the rate of polished, high production ads, which won 7.0% of the time.