Meta Ads Manager introduces Creative Diversity score: what a Low rating really means.

Since the end of August there has been a new column in Ads Manager: Creative diversity. Meta gives every ad set a rating of Low, Medium or High, based on how different your images and video thumbnails are from one another. It sounds like a handy quality label, but the first experiences are unsettling. Accounts already running a mix of static images, video and UGC regularly still see a Low. Our advice to advertisers is simple. Look at the score this week, but treat it as a direction for now, not a final verdict.

What the Creative Diversity score actually measures

You find the column via Columns, Customize columns, Creative diversity. With it, Meta estimates the visual similarity between the assets within one ad set and translates that into three levels. In the interface itself the feature carries the label "estimated and in development", which means Meta is still adjusting the measurement method. Little has been disclosed about the exact calculation. Several industry sources do report that the model can recognise when two images with different text layers are essentially the same creative, even when that is not immediately visible to a human.

That makes the score different from a simple count of how many creatives you have uploaded. Ten variants of the same product photo with a different headline deliver little real diversity under this logic, even though they sit as separate items in your library.

Why a varied ad set can still score Low

Various advertisers report that ad sets with static images, video hooks, UGC and carousels still end up on Low. That points to a strict threshold, or one that has not fully settled yet. So it does not mean you are doing something wrong if the score disappoints. For now, treat the outcome as an indication you set alongside your own results, not as a figure you blindly adjust your creative strategy to.

What stands out most in the first weeks is the difference between what advertisers themselves consider variation and what the model recognises as variation. A different background colour or a different frame around a product photo feels like a new creative to a marketer. To the model, that may still be the same visual core.

A healthy mix of photo, video and UGC still often scores Low at the moment, because Meta's definition of diversity is stricter than that of most advertisers.

Why this will become more than a colour code in Ads Manager

The direction is clear. Meta's optimisation leans ever more heavily on machine learning that learns to recognise conversion patterns, and that requires meaningful variation in the creatives you supply. Twenty near-identical images give the system little to learn from, however good each of those images looks. Industry sources point out that this is Meta's first visible score for creative variation, and that a link to delivery or costs is the obvious next step once the metric is more stable. At the moment no such link has been confirmed, but it is the logical next move for a platform that has long been pushing automated placement and Advantage+.

What we often see in accounts with several active ad sets is that budget mostly flows to the "safe" concept that performed well before, with ever smaller visual tweaks. That works, until it suddenly stops working, and then there is often no second concept ready to fall back on. A score that forces you to think about real variation is in that sense more useful than it first appears, even if the current calibration is not right yet.

What you can do this week

You can improve the score without overhauling your entire creative process, with a few targeted steps.

• List your current creatives per ad set and note the format, the concept and the hook for each one. That quickly shows whether you are actually running five variants of the same idea.
• Build variation along at least two axes at once. Think of a different shot of the same product, but also a different angle, a different creator (founder, UGC, testimonial) or a different pain point or promise in the copy.
• Alternate product photography with lifestyle imagery, a short explainer and possibly an unboxing or demo-style video, so you do not stay stuck within one visual style.
• Test new concepts with enough budget to give them a fair chance before writing them off on a few days of data.
• Record the Creative diversity score per ad set alongside your own results, so that in a few months you can see for yourself whether it correlates with cost per result in your account.

For an online shop or service provider with a limited number of creatives per month, this does not have to become a full production operation. It mainly comes down to deliberately choosing a different angle for every new creative, instead of pasting a slightly different line of text onto the same image again and again.

Read also: Meta AI can now analyse your ads, and what that analysis does and does not do for you.

Frequently asked questions

What is the Creative Diversity score in Meta Ads Manager?

It is a new column, available since the end of August 2026 via Columns, Customize columns. Meta uses it to assess, per ad set, how visually different the images and video thumbnails used are, with Low, Medium or High as the outcome. In the interface the feature is marked as still in development.

Why does my ad set score Low when I already use several creative formats?

Several advertisers report this, even with a mix of static images, video and UGC. The thresholds are probably still set strictly while Meta calibrates the metric further. Take the score as a direction for now, not as a hard judgement on your creative quality.

Does the Creative Diversity score already affect my costs or delivery?

That has not been confirmed at this point. The score sits on its own in the column view and there is no announced link to bids, budget or delivery. Given the direction Meta has been moving in for some time, it is still wise to factor it in now rather than reacting only once such a link is introduced.