Meta Andromeda is the system Meta uses to pick which ads could be shown to each person, from a pool Meta says runs to tens of millions of ads. For a small brand, the practical change is that your ads do more of the targeting. So you need more ads that look and say different things.
If you sell online and run a few Facebook and Instagram ads, you have probably heard that "Andromeda changed everything". Most of what you read comes from agencies writing for full-time media buyers. Some of it is Meta's own words. A lot of it is opinion. This guide keeps the two apart, then turns what is known into a short list of things a shop owner can do this week.
What Andromeda is, in plain English
When someone opens Instagram, Meta has to decide which ad to show them. It does this in steps. The first step is called retrieval: out of every ad that could run, pick a short list worth looking at closely. Later steps rank that short list and choose the winner.
Andromeda is the system that does that first step. Meta's engineering team introduced it on 2 December 2024 and described it as "Meta's proprietary machine learning (ML) system design for retrieval in ad recommendation" (Engineering at Meta). In a March 2025 post for advertisers, Meta said retrieval is "the first step in the ranking process where we narrow down a pool of tens of millions of ads to the few thousand we consider showing someone" (Meta for Business).
Think of a shop assistant who used to pull five shirts from the back for every customer. Now they can look through the whole warehouse and judge each shirt more closely before choosing. Meta says the new system allowed "a 10,000x increase in the complexity of models used for ads retrieval" and has "led to an 8% increase in ads quality" (Meta for Business). Those are Meta's own figures about its own system. They are not a promise about your results.
Here is the part that matters to you. In the same post, Meta wrote that "as businesses upload more and more creatives to support a diversification strategy", Andromeda helps "pick the right creative to deliver more personalized ads". In other words: the more genuinely different ads you give it, the more chances it has to match one to the right person.
What changed for advertisers
Andromeda is not a button in Ads Manager. You cannot turn it on or off. What changed is how Meta wants you to work, and what agencies believe follows from that. The table below separates the two.
Claims checked (checked October 2026)
| Claim | Who says it | Meta-confirmed or agency view | Source |
|---|---|---|---|
| Andromeda is the retrieval step: it narrows tens of millions of ads to a few thousand | Meta | Meta-confirmed | Meta for Business, Mar 2025 |
| Andromeda was introduced in 2024 and supports Advantage+ automation | Meta | Meta-confirmed | Engineering at Meta, Dec 2024 |
| Andromeda led to an 8% increase in ads quality | Meta | Meta-confirmed (Meta's own measure) | Meta for Business, Mar 2025 |
| "The focus has shifted from niche targeting to creative diversification" | Meta | Meta-confirmed | Meta for Business, Apr 2025 |
| Ads that are too similar may not be recognised as different | Meta | Meta-confirmed | Meta for Business, small business |
| Keep at least 20 diversified ads in Advantage+ shopping campaigns | Meta (Nov 2024, before the Andromeda posts) | Meta-confirmed, for that campaign type | Meta for Business, Nov 2024 |
| Use fewer campaigns and broader targeting | Billo | Agency view | Billo |
| Run 8 to 12 distinct concepts per campaign, 2 to 3 variations each | Segwise | Agency view ("rule of thumb") | Segwise |
| 20 or more creatives per ad set is not always better; size volume to budget | Monica Shukla, Mile Marker, in AdExchanger | Agency view (opinion column) | AdExchanger |
| Meta removed its old "no more than six ads per ad set" advice; the link to Andromeda was never confirmed | Jon Loomer | Consultant view | Jon Loomer |
Notice what is missing from Meta's column: a required number of ads for Andromeda, a "similarity score" you must stay under, and a rule about how many ad sets to run. Those all come from agencies. Some may be right. None is Meta policy.
Why creative variety matters more now
Before, a lot of the work of finding buyers sat in the audience settings. You told Meta "women 25 to 40 who like yoga", and Meta looked for them.
Now Meta leans on the ad itself. If one ad shows a tired parent using your product at 6am and another shows a gym bag, the system can learn that each one suits a different kind of person. The ad becomes the signal. Meta's April 2025 post describes creative diversification as "a wide range of ad creatives with different themes, messages, and visuals" (Meta for Business).
That is why a colour swap does not count. Meta's small-business page says plainly: "When creative is too similar, our system may not recognize it as different" (Meta for Business). Five versions of the same photo with different backgrounds may be treated as one ad.
Real variety means changing at least one of these:
- The concept: the reason to buy (saves time, looks good, solves a problem, makes a good gift).
- The format: still image, carousel, short video, talking-head video.
- The person: who is shown using it, and in what setting.
- The angle: demo, proof, offer, comparison, story.
How many creatives does a small brand need?
Nobody outside Meta knows the right number for your account, and Meta has not given one for Andromeda. Here is what the named sources say, side by side.
| Source | Type | What they suggest |
|---|---|---|
| Meta, Nov 2024 | Meta guidance | "At least 20 diversified ads in Advantage+ shopping campaigns", 20 to 30% of budget for testing new ads, and new ads weekly for the most active advertisers, while "if you're just getting started your schedule may look different" |
| Segwise | Ad-tool vendor | 8 to 12 distinct concepts per campaign, 2 to 3 variations of each |
| Jon Loomer | Meta ads consultant | Many advertisers now run 10, 20 or more ads, but "more isn't necessarily better"; start with a few meaningful variations |
| AdExchanger opinion column | Agency executive | Do not copy big advertisers; size the number of ads to what your budget can test |
| Billo | UGC marketplace | No fixed number; refresh weekly or every two weeks depending on fatigue |
So the range runs from "a few meaningful variations" to "at least 20". The low end fits a small budget. If you spend a modest amount a day, twenty ads will each get very little delivery, and you will learn little from any of them.
A sensible starting point for a small shop is four to six genuinely different ads per product you advertise. That is our suggestion, not a Meta rule. Add more once you can see which concepts earn sales, and retire the ones that do not.