How top ecom brands actually analyse competitors, beyond the ads library

By
Mouss Gherras
May 7, 2026
11 mins read

Most brands "analyse competitors" by scrolling the Meta Ad Library and screenshotting ads. It feels thorough, and it is where the vast majority of operators stop. Top e-commerce brands treat competitor analysis as a discipline, and they look at layers the Ad Library never shows. The gap between those two approaches is why one brand copies a competitor's ad and flops, while another quietly reverse-engineers their entire strategy.

This guide shows how sophisticated operators actually do competitor analysis, what they look at beyond the ads, and why most brands never get there.

Where beginners stop: the Ad Library

The Meta Ad Library is a great starting point and a terrible finishing point. It shows you which ads a competitor is running and roughly for how long. That is genuinely useful for spotting creative trends and seeing what is out there.

But it answers only the shallowest question, what are they running, and none of the ones that actually matter: what is working, what does it cost them, who is it aimed at, and is the business behind it even profitable. Beginners mistake "I saw their ads" for "I understand their strategy." Top brands know the ads are just the surface, the visible tip of a much larger iceberg.

What top brands look at instead

Here is where sophisticated operators focus.

1. What is actually winning, not just running

They separate scaled winners from forgotten tests, because copying the wrong one wastes money. A creative running for months might be a scaled winner or a barely-funded test someone forgot about. Top brands care about which, and it connects directly to knowing a competitor's real spend, not estimates.

2. The strategy, not the creative

They study account and campaign structure, how a competitor scales a winner, because that is the repeatable playbook. A single creative is easy to copy and easy to lose. A scaling system is what actually drives results over time, and it is much harder to see, which is exactly why it is worth seeing.

3. The audience behind the ads

They care about what the targeting reveals about who really buys, because the audience is worth more than the hook. Knowing a competitor's proven audience is a shortcut past a lot of expensive testing.

4. The store economics

They look past the ad to the offer: average order value, conversion rate, and repeat rate decide whether a product is a real business or a one-hit test not worth chasing. A great ad on a bad-margin product is a trap, and top brands check the economics before they copy anything.

5. The operator, not just the store

They check whether the winning store is one of several the same owner runs, because the real strategy lives across the network. Studying one storefront when the operator runs five is like reading one chapter and thinking you know the book.

Why most brands never get here

Two reasons. First, the deeper layers are hard to see. The Ad Library will not give them to you, and most tools only estimate, so the information that matters most is the least accessible. Second, it takes real analysis, not just a screenshot, and most operators do not have the time or the method.

So most brands stay at the surface, copy a creative, and wonder why it did not work the way it did for the competitor. They were looking at the one layer that is easy to see, and it happens to be the layer that matters least.

The mindset difference

Beginners ask "what are they running?" Top brands ask "what is working, why, for whom, and is it profitable?" That second set of questions is the entire difference between copying and understanding. Copying gets you a competitor's ad. Understanding gets you their strategy, and the ability to beat it.

Getting the answers, past the Ad Library and into the real picture, is exactly what our competitive intelligence service is built for, so you can operate at the level of the brands that are winning rather than the ones scrolling their ads.