# Why Do Brands Run So Many Versions of the Same Ad?

> One Mazda ad in the archive carries 110 versions. Here is what versioning is for, which categories do it most, and how to use the idea on a small budget.

Published September 14, 2026 · [The Hello Radio Blog](/blog)

Big advertisers run many versions of one ad for three reasons: to match a product to a person, to match an offer to a place, and to give the delivery system a menu to choose from. In the [Hello Radio archive](/library), a live archive of real ads from more than 300 brands refreshed every morning, ads average 3.5 creative versions each. The most versioned single ad is a Mazda ad carrying 110. Measured August 2026.

Versioning is not indecision. It is the mechanism that lets one campaign speak to many people without building a separate campaign for each of them.

## What a version actually is

A single ad can carry multiple creative versions underneath it: different images, different headlines, different body copy, or all three. The delivery system decides which combination to show a given person, and it learns which combinations work for which people.

That is why a car brand can run one ad that shows a sedan to one household and a truck to another, or shows a regional lease offer only in the markets it applies to. The ad is one line item. The creative behind it is many.

## Which categories version most

| Category | Average versions per ad |
|---|---|
| Auto | 5.0 |
| Retail | 4.7 |
| Pets | 4.0 |
| Travel | 3.6 |
| Home and furnishing | 3.5 |
| Apparel | 3.4 |
| Beauty | 2.9 |
| Restaurants | 2.7 |
| Software | 2.5 |
| Beverage | 2.0 |

The spread tracks catalog size and geography almost perfectly.

Auto tops the list at 5.0 because a vehicle line has trims, colors, and lease offers that differ by region. Retail sits at 4.7 because a big-box store sells tens of thousands of items and can show you the ones you are likely to want. Beverage sits at the bottom at 2.0 because a can of an energy drink is the same can everywhere, so there is very little to vary.

The most versioned single ads in the archive follow the same logic: Mazda at 110 versions, Xbox at 65, West Elm at 64, The Home Depot at 60, Nordstrom at 50, Dick's Sporting Goods at 50, Williams Sonoma at 50, Krispy Kreme at 48, USAA at 45. Every one of those is either a wide catalog or a national promotion running across many markets at once.

## The three jobs versioning does

**Match the product to the person.** A furniture retailer does not know whether you are shopping for a sofa or a desk. Versions let one ad find out cheaply, instead of guessing in advance.

**Match the offer to the place.** Regional pricing, local inventory, market-specific promotions. A single ad with 48 versions is often one promotion running in 48 markets, not 48 creative ideas.

**Give the system a menu.** Delivery improves when it has options. A single fixed creative gives the system one thing to place. Several versions let it find the combination that works for each person, which usually lowers cost per result.

## What this means if you are not a national brand

You are not going to build 110 versions, and you should not try. But the underlying idea scales down, and most small advertisers underuse it.

1. **Vary the headline before you vary the image.** Headlines are cheap to produce and often carry more of the performance difference than the picture does.
2. **Version by what genuinely differs.** If you sell to two clearly different customers, that is two versions worth having. If you sell one thing to one kind of person, extra versions are just noise.
3. **Do not confuse versions with tests.** Versions inside one ad let the system optimize. They do not cleanly tell you which creative won, because delivery is not evenly split. If you want a readable answer about which angle works, run separate ads. See [how to test Facebook ads](/blog/how-to-test-facebook-ads).
4. **Keep the promise consistent.** Every version should make the same core promise. Versioning is for relevance, not for saying contradictory things to different people.

## The catalog question

The single biggest predictor of how much versioning helps you is whether you have a catalog.

If you sell many items, versioning is close to essential, because the right item shown to the right person outperforms your best generic ad by a wide margin. That is why retail and home furnishing sit near the top of the table.

If you sell one thing, or a service, versioning does much less. Your leverage is in angles instead: different reasons to care, different objections answered, different moments of need. Those belong in separate ads where you can read the results. See [how many Facebook ads you should run at once](/blog/how-many-facebook-ads-to-run).

## Common questions

### What is dynamic creative on Facebook?

Dynamic creative is the feature that lets you supply multiple images, headlines, and descriptions inside one ad and lets the system assemble combinations per viewer. It is the mechanism behind most high version counts you see from large advertisers.

### How many versions should a small advertiser use?

Two to four per ad is plenty for most small accounts. Beyond that you are splitting delivery so finely that no combination gets enough exposure to matter, and you lose the ability to interpret anything.

### Do more versions lower ad costs?

Often, modestly. Giving delivery more options usually improves cost per result because the system can match creative to person. The larger cost lever is still the quality of the underlying angles, not the count.

### Can you tell which version is winning?

Not cleanly. Delivery concentrates on what works, so version-level numbers are confounded by unequal exposure. For a readable comparison between two ideas, run them as separate ads with separate budgets.

## Seeing versioning in the wild

Hello Radio keeps a live archive of ads from more than 300 brands, refreshed every morning, with the version count on every ad. Browse it in [the library](/library), or connect it to Claude through [the Hello Radio connection](/mcp) and ask which brands in a category version most heavily.

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Hello Radio · https://www.hellorad.io