Ep 554: Q4 Meta Strategy in the Andromeda Era: What’s Changed and How Smart Brands Are Adapting

24 Oct 2025 · 24 min · 10 chapters

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In short

Meta’s “Andromeda” ad retrieval engine and how Q4 changes Meta ad targeting, creative testing, account structure, and Black Friday/Cyber Monday strategy. It’s framed as creative-led targeting: Andromeda narrows millions of eligible ads to a few for each person, using machine learning (including GEM) plus sequence learning (considering multiple future actions, not just one click).

Guests

Eric (host); Jacob and Taylor from Pilot House’s “Meta Brain Trust” (ad strategists focused on DTC performance marketing).

Key claims

Stop over-testing tiny text variations; similar creatives become redundant in delivery. Prefer more contrasting creative “bigger swings” (5–8 varying ideas per ad set/campaign). Simplify structure; variety should happen at the ad level. Dayparting is less effective; spend is more consistent across hours.

Notable examples

“All killer no filler” creative; dayparting changes during last year’s Black Friday; a “333” framework (3 funnel angles, 3 concepts each) and weekly creative refresh cadence.

Written by AI. May contain mistakes. Listen to the episode to check what was said.

Chapters

Tap a time to open that second in VO

Understanding Andromeda and Its Impact

0:51 to 4:00

Explore how Andromeda changes ad targeting and delivery strategies.

“And it's a system that narrows millions of possible ads for a person down to just a few eligible ads.”

The Role of GEM in Ad Efficiency

4:00 to 6:00

Discover how GEM enhances ad performance and conversion rates.

“So basically just machine learning model trained on thousands of GPUs optimizes your results.”

Strategies for Black Friday and Beyond

6:00 to 8:30

Learn about the creative strategies brands are adopting for upcoming sales.

“What does this update do to in terms of creative redundancy?”

Evolving Approaches to Creative Testing

8:30 to 11:20

Understand the shift from traditional testing to broader creative exploration.

“Because I think one of our first podcasts ever on All Killer No Filler was about angles and thinking about that.”

Ad Delivery Changes and Meta's AI Optimization

11:20 to 14:00

Examine how Meta's AI is transforming ad delivery and campaign management.

“One ad might become 50 to 100 ads because they're doing different overlays and delivery, you know, changing the headlines and all these things.”

Ad Strategies in the Andromeda Era

14:00 to 16:41

Learn about effective ad strategies and hacks in the evolving landscape of Meta.

“It's a matter of everybody kind of has to test and see what works best, but generally staying more simplified works better from what we're seeing.”

Insights on Q4 Performance Expectations

16:41 to 18:54

Explore expectations and early insights for Q4 performance in advertising.

“And if you're putting in good quality creative that is aligned to your personas that you need to hit, ideally all that creative is going to start spending and you're going to uncover more winners.”

Framework for Creative Angles

18:54 to 21:37

Understand a structured approach to developing creative angles for ads.

“That's kind of what this part of October typically is.”

Balancing Creative Velocity and Quality

21:37 to 22:32

Discover how to balance creative output with quality in ad campaigns.

“And then from there, what would a refresh cadence look like with that trough of creatives?”

Marketing Strategy Shifts

22:32 to 23:35

Examine the shift towards true marketing strategies in the ad space.

“Well, we've launched now a couple of different podcasts with Meta themselves.”
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Transcript

Automatic transcript. May contain errors.

0:00What is Andromeda? It's a lot of things, but essentially what it is, it's Meta's next-gen, like, ads retrieval engine. And it means a lot of things that we're going to get into at the very base level. Creative and ads are now leading the way. We've always started with the angle or your core message being the most important. From an order of operations perspective, we still focus on the angle itself. But what we're doing is we're not going out and testing every single text idea we come up with for an angle or going really broad with like 25 statics that all just focus on slightly different text variations.

0:36Now we're focusing more on, I think one example of something I've seen change that's really interesting is.

0:51it's all killer no filler i'm eric and i'm here with pilot houses meta brain trust jacob and taylor to talk a little bit about andromeda now let's start by prefacing this i'll preface it with a david herman tweet that i thought was great at the end of last week which is andromeda is not new retweet and save lives so what's happening on meta with andromeda is not a new thing but i feel like this q4 we're really starting to feel its effects and so people are talking about it more jacob what is andromeda yeah i mean it's it's a lot of things but essentially what it is it's meta's next gen like ads retrieval engine and it means a lot of things that we're going to get into But at the very base level, creative and ads are now leading the way in how ads are being targeted, who you're hitting.

1:41And it's a system that narrows millions of possible ads for a person down to just a few eligible ads. This means a lot of things when it comes to your Facebook structure, your account structure, how you're actually approaching your targeting. You know, it's starting with things like personas and whatnot versus like, you know, let's go and target these people. So, yeah, it's there's a lot of hardware and software behind it. You know, the Navidia Grace Hopper super chip, Meta's MTIA chips, all these things that sound very advanced. And we're going to kind of break it down in layman's terms. I like to think of it as kind of two parts.

2:23There's Meta's Lattice, which they recently released in the last six or so months. And I like to think of that as the library and then Andromeda as the brain that searches that library. And Meta kind of uses this same metaphor on their articles. But it used to be that when you were out there running ads, there were segmented libraries by industry angle. And when I say this, I'm referring to Meta's delivery engine, how your ads were being delivered. So you had to work to find the right library and pair it to the right person and then find the right book for that person. Now with Lattice, you have this big library where people are walking in and Andromeda is searching that massive library and finding them the perfect book immediately.

3:14So it's unlocked a lot of developments in AI delivery, less work being put into some of those things on the front end now, and more work being put into creative strategy. So if you haven't adjusted your strategy and whatnot yet, you're definitely behind. So I'd say that's kind of my high-level summary. It's definitely the trend. And I just saw Elon tweet the other day about essentially doing the same thing for the X algorithm, basically saying instead of doing it through all these like manmade steps or whatever these categories, he was just like, I'm just going to let Grok look at every piece of content and have it determine who it should go to, where it should go.

3:54And I feel like this is a move to that sort of like mentality when it comes to analyzing creative. Super interesting. What's Jem? Jem is the super brain. So basically just machine learning model trained on thousands of GPUs optimizes your results. It's similar to what I just explained with Andromeda, but GEM is actually what is fueling it. It's increasing conversions. Like it is getting your ads in front of the right person quicker, essentially. It catalogs, analyzes, and connects all the info from your ads. So like the creative piece, you know, the content, the copy, the headline, the visuals and the creative, everything that we don't even have control over.

4:38And what it does is it like categorizes this, has its algorithm set up, and it'll just provide the ad to that person at the right time with low latency. So that's, Gem is just another piece of this like overarching thing. And there's, there's kind of four pieces. There's Jam, Lattice, Andromeda, and then there's the whole sequence learning side of it, where basically it's enabling the ads to consider the sequence of actions people are taking. Not just one action, but down the road, oh, there's always going to be a click, a card addition, a purchase, and Meta's starting to take all this into account with how it's also delivering.

5:19That's super interesting. And this has been, maybe Taylor, this has been in effect. How long has this been the modus operandi? I know this was introduced at the end of 2024. Has Andromeda been running the show this whole year? It has, yeah. So it's been an interesting thing. And like as with anything, a lot of these shifts, there are gradual tweaks and refinements to the engine behind it. But as far as everybody knows, it's been basically since December 2024, it's been active. then so what sort of changes has it led to us making in how we service clients how we how we deliver ads i think it's really and the reason i think this has become such a prominent topic like right now is we're kind of gearing up for black friday cyber monday this year is everybody's thinking about their creative strategy and like what their black friday is going to look like now that we're in a crunch time and we're a month out so what it how it's translated downstream to the brand side is I think a lot more excitement about leveraging a diverse range of creative and then being able to focus on marketing fundamentals, like aligning your content more to persona rather than trying to game the algorithm or spend your time figuring out like what targeting and all the nitty gritty details and instead thinking about the bigger picture and bringing that to life through your concepting approach and how you translate all that into your ad account.

6:41What does this update do to in terms of creative redundancy? That's something I'm hearing a lot in the space is that it makes a lot I think a lot of approaches in the past would be like you get a winner, and then you create tense, like slight variations on that winner. And what I'm kind of understanding is that it really behooves advertisers to be taking bigger swings rather than making smaller incremental tweaks to ads. Because of the way this Andromeda works, it kind of makes things that are similar often redundant. Is that accurate? Yeah. Basically, similar creatives now would almost be bucketed under a similar bucket.

7:21bucket so like as they're delivering you're not getting that exposure to to the probably personas you're trying to hit um so definitely more variety is more important now as you find a winner you're going to want to think on why that's a winner and then ideally you're going to introduce variety around that concept you know rather than hey now let's get eight variations where we change the font or change the color you know there could still be value to that i think but at the end of the day, you do need five, six, seven, eight varying, you know, contrasting ideas within each campaign or ad set now.

7:59So yeah, you definitely want to take bigger shots. And because the creative is leading that targeting in the sense of like how this delivers, if you have some like scrappy ads in an ad set with polished ads now, the delivery on those are going to be separate anyways. So you kind of want that variety to be, to be honest. I know Taylor, we've been running things like the pilot test or talking about this idea of like clearly running five separate angles, seeing what works best. What has changed in how we think about like angles? Because I think one of our first podcasts ever on All Killer No Filler was about angles and thinking about that.

8:36Like how is it just a matter of going deeper from angles really into personas, making sure that the whole purchase funnel is congruent? what specifically is different? Maybe about how we test creatives and contrast test creatives with Andromeda versus how we did it before. Yeah, it's a great question. I think it's interesting because both a lot has changed while not a lot has changed at the same time. And I think anybody who's on DTC Twitter kind of gets that sentiment from this discussion and what it looks like. We've always started with the angle or your core message being the most important thing that's going to drive people to take action.

9:11At the end of the day, every marketer advertiser knows that that typically is the case. So from an order of operations perspective, we still focus on the angle itself, what's actually going to agitate and then drive interest and then drive the action. But what we're doing is we're not maybe going out and testing every single text idea we come up with for an angle or going really broad with like 25 statics that all just focus on slightly different text variations like we might do at points now we're focusing more on let's look at the groups of concepts and like let's go angle to concept um angle to like and then that concept style so it might be we come up with a concept around a message uh for an angle and then we create a video, a static, and then we move on to the next one, move on to the next one and go through it like that.

10:09So what it's resulting in is, I think, more quality, less quantity, and more range rather than iteration, really. But to be fair, I think Meta's kind of primed everybody to be aware that this is where the platform has been going for a long time with broad targeting and all the very, you know, the focus on consolidation and all those kinds of things. And now is where, you know, we're expecting it to ramp up and hoping to see some good things for brands that are opting into that. I feel like we've been saying creative is the new targeting for at least three years, at least since iOS 14, that update, but you're right.

10:42It's like they were priming us for this environment because that really is now the case more than ever. Is that what you're seeing as well, Jacob, where we're just generally going broad and then letting the creative do the targeting? Yeah, definitely for a sense, like structure is simplifying, like definitely would advise against, you know, running too many campaigns for testing reasons, things like that, because, you know, you can get a lot of that data quicker and more accurately now by just sort of bucking it under one campaign or ad set. And then with how Meta's, you know, introducing all these AI optimizations at the ad level as well.

11:20One ad might become 50 to 100 ads because they're doing different overlays and delivery, you know, changing the headlines and all these things. So if you have all those enhancements enabled, you do kind of want to simplify and then allow that variety to happen at the ad level again to that same point and having, you know, all these enhancements and all this stuff, it's happening at the ad level. Meta's not saying let's build enhancements to add 30 campaigns into the account it's all just ad specific stuff so it's all pointing towards that and now this you know andromeda push the past past year here six to eight months is is really echoing that and results are starting to show that like to taylor's point it's some of the traditional methods are still outperforming so it's not like just go in and switch everything over but they are leaning this way and all their releases are pointing this way so you're kind of battling against an uphill battle if you're you're just stuck in your traditional method if that makes sense and so what i guess it varies by account but are we tradition are we in a an era of testing campaigns and scaling campaigns and basically maintaining those two campaigns adding to the the full broth in perpetuity i would say from my perspective, it's definitely more blurred than it used to be.

12:43I think those fundamentals are still there, but now there's more emphasis on this creative flywheel and being able to feed something that keeps going. And then there is an element of control that you still want, right? Because there are certain media buying, I think, tricks and tips and things that won't go away in all of this. And a lot of them are rooted in fundamentals, right? You want social proof buildup so that you have a lot of great content for people to engage with underneath the ad that involves a long standing ad that might involve moving that ad to different places to see it catch momentum.

13:16But I think what we are starting to see is the system can handle more ads than it used to be able to. And so being able to have a level of consistency in your account rather than trying to game certain times of day or things like that, like that's where a lot of the shift is happening. So it is naturally becoming more simplified. So it's account to account for me. I've got some accounts where I'm launching ads in scale campaigns and then breaking them out into additional audiences as supplementary plays. And it kind of depends on how we're seeing that account react to the content based on the personas we're targeting.

13:52But I have other accounts too where I'm still running test campaigns and graduating them up like you would see. And I think now it's kind of an open playing field. It's a matter of everybody kind of has to test and see what works best, but generally staying more simplified works better from what we're seeing. You teased it a little bit there, but what I remember, because I come from the Facebook ads era of Tim Bird's The Shotgun and The Surfing Method and all of these fun methods and hacks and trips. Are there still any of those? What's an example of a hack? I always think of the way that you're sort of forcing Meta's hand in a way that their algorithm might not want to act, but you have a reason whether it's a promotion or something or a creative test that you want to see done that might not work.

14:35if you just let the algorithm take over. What's an example of a hack or one of these things that still works? I think one example of something I've seen change that's really interesting is we used to, like even last year around Black Friday, we would day part more. And there was this pattern you would see in a lot of ad accounts where meta wouldn't spend through in the final two or three hours of the day at the same level it would earlier in the day. I've seen more consistent spend through all hours of the day at points this year than I had in years past. like even when we're looking at hourly breakdowns.

15:06So like that's one example of how the system is starting to shift a little bit. And I think that's really interesting. But I mean, there are still components like at the end of the day, meta is typically a game of momentum for brands. And so being able to time your evergreen launches with when you think they're going to catch and start building social proof. And so that might be during a key moment so that you can build momentum up with them and carry it all the way through. Like those kinds of things, I think are still valuable and still in play. but generally speaking we're we're moving away from yeah the uh the like the bully method and all those other the bully that's right oh i forgot about all those classic media buying tactics is it still it's like you say the more things change the more they stay the same you're still going to have winners that make up 90 of your you know of your budget when you have these winners going but in a perfect world it seems like you should be able to make a very diverse array of creative and because you've got this library concierge worker who's just finding the right piece of content for the right person, you should be able to get more diversity in your creatives that win in a perfect world.

16:11Are we seeing that or is it still just as consolidated with the few winners as ever? I'd say more winners now and less ads like hogging the spend within each ad set kind of conversely to what it used to happen because that's what everyone's worry is. It's like you're running all this variety in a campaign, an Advantage Plus campaign, and two of the ads get spent and the rest just doesn't. So that is starting to shift a bit to the point of just how Andromeda works. And if you're putting in good quality creative that is aligned to your personas that you need to hit, ideally all that creative is going to start spending and you're going to uncover more winners.

16:54But it's just that fundamental shift is still happening. Like Andromeda's updates are still coming out. So there isn't even like a best practice per se yet, aside from, you know, try to consolidate, introduce creative variety and make sure you do that back end rough work on really doing the research on your brand. And like, where are the gaps? Do the SWOT analysis. Find, you know, find out who these people are that you need to target. Okay, let me get some live ad consulting because we're just redoing a bunch of the ads in the D2C account. And so we're not an e-commerce brand. So our consideration cycle is much lower.

17:29we're just trying to get someone to subscribe to the newsletter. And so what we've done is we've taken all the ICP, all the data we have on our ICP through all our various surveys, pilot houses surveys, and I pumped those into a GPT. And I'm having them basically create the words that have been reflected back to us from our ICP about the challenges they're having. And I'm writing an ad text that's about how the newsletter has content that solves those specific issues, which it does. I'm using sticky notes, which I know are a testy issue, But it's basically my idea is that if we just create enough of these sentiments, they're going to resonate with one person or another having thought or felt these things and they'll click through.

18:08Is that a good use with Andromeda? I think it's aligned with the direction. Yeah, that's spot on in a lot of ways. And then as you go, you'll just want to watch to see if the data supports that. because that's the other thing that I think has been missed in some of the communications from Meta 2 is they brought back a lot of the old breakdowns and things that kind of went away with iOS 14.5 and are really valuable. You can go back and look at 28-day click performance to understand the consideration window a little bit better. You can break down by your demos and stuff like that. So I would just encourage you to look at that as you're pulling the data in from this test.

18:42How are things looking? We are in Q4 firmly. We are in the ramp-up phase. What are the early signals about what we're expecting for this Q4 on the full Andromeda system? It's been an interesting start to Q4. I like to think of this time of the year as like that weird point between you're going from short hair to long hair, you're growing it out, and you're kind of in that in-between phase where you maybe don't want to be going and showing it off right now, but you're working towards something good. That's kind of what this part of October typically is. So I would say like general sentiment from my end has been pretty solid from the like the paid side.

19:19I think from the consumer side, we're seeing maybe a little bit of lag in intent. This is kind of that period where like, you know, everybody's excited about Q4, but like Blackbriders are on the corner. Everything hasn't quite settled in yet. I'm noticing even like as of this week, starting to see some shifts and like things picking up a bit more. So I think we're about to hit the ramp up point. But it's maybe been a little bit slower than some brands had hoped for. I think that's kind of the general sentiment from what we've seen. And a lot of brands are in that point of just trying to fill the funnel and get ready for the big show coming up next month.

19:53Very cool. Taylor, just in some of the notes for this episode, we didn't dive deep on this, but I think it'll really benefit people. When we talk about distinct angles, you wrote some actual numbers down about the way people might want to be thinking about distinct angles, creatives, variations, all those things. I know this is just a rule of thumb, but how would you maybe lay that out for people curious? Yeah, I think that's a great call out. But usually from that, we kind of we try to put promote a bit of a structure with it so that it's clean and easy to kind of think about how you can go about it.

20:30So the easiest way, I think, if someone's looking for a bit of a framework for how to work with angles and concepts is almost like a 333 where you you look at three distinct angle concepts. There are three pretty clear levels of the funnel. So your top of funnel, your middle of funnel, your bottom of funnel. And you can basically start with an angle or message for each stage. So you have angle for top of funnel, middle of funnel, and bottom of funnel, and then come up with a few ad concepts, three ad concepts for each so that you can look at three contrasting ideas. And then from there, you can go with format, right?

21:08Like for some brands, depending on your resourcing, it's a lot easier to work with statics and get those ready and come up with three different concepts for statics. Some brands will want to mix static and video. Some will want to focus on video. You might want to do a catalog, a video and a static or something like that. But that's a pretty simple framework for being able to go through and come back with some clear outcomes and learnings at each stage of the funnel based on your research and the marketing approach you're taking with it. And then from there, what would a refresh cadence look like with that trough of creatives?

21:42Yeah. So from there, usually, I mean, it really depends on what you learn from it, because like there are lots of different scenarios that could result as the outcomes. But typically, like if you if you start to find winners with that, like you're now with this, you know, you're you want to balance creative velocity with quality and contrast for Andromeda. So typically from our end, that's usually coming up with new concepts and launching them weekly and then being ready to kind of keep pouring in and make sure that your budget supports it too. Because obviously that's a big part of it. But I would say like roughly weekly.

22:16The cool thing is like from what we've seen, you know, meta over the last few years, they've gone from it being common to have three to five ads in an ad set. Then they started testing with the Advantage Plus kind of window like up, you know, 10 to 30 and then 30 plus. And so we're starting to see the system be able to handle a lot more. And so if you do have a lot you want to work with and you're seeing at work, it's worth continuing to just feed that and keep feeding the machine as Meta is building this to handle more and more ads across the ecosystem. Well, we've launched now a couple of different podcasts with Meta themselves.

22:49And I know we have another one coming up. So I'll make sure I can dig deep with them on the company line about Andromeda. But overall, would you say it was a pretty like to go to like a whole new paradigm of ad serving in the background during this year? Like it's pretty incredible that there haven't been massive performance lags or performance hasn't fallen off a cliff. Like it's been pretty seamless overall. all yeah and i think like i think again it's it's really been brand dependent from what i've been seeing across the space like i think really dependent on like how how everything was set up to handle it from our end like i think what i'm most excited about is this feels like a deeper and deeper shift into like true marketing and less like gaming the system media buying like we're just moving further away from that and that uh even as a media buyer that gets me gets me stoked because i think the uh the marketing strategy and all the all that work is um a lot of fun to dive into.

23:41Very cool. All right. Well, thanks for coming on again, Taylor. We'll have you back again soon to get an update on Q4. Amazing. Thanks so much, Eric.

23:54Thanks for listening to today's episode. If you're not getting the DTC newsletter, you can subscribe for free at directtoconsumer.co. And if you want to learn more about Pilot House's all killer, no filler services, take off to pilothouse.co. I'm Eric Dick, and this has been the D2C podcast. We'll see you next time.

From the publisher

Subscribe to DTC Newsletter - https://dtcnews.link/signup


Hello and welcome to the DTC Podcast. Today we’re joined by Taylor and Jacob from Pilothouse to break down how Meta’s Andromeda engine is reshaping DTC paid advertising.


In this episode you’ll learn:

Why creative now is targeting — and how high‑performing DTC brands are shifting their media buying accordingly.

The 3‑3‑3 framework for testing ads in an Andromeda‑driven environment (three funnel stages × three distinct angle concepts × three formats).

How to restructure your ad account: fewer campaigns/ad sets, more ad‑level variation, and faster creative refreshes — plus what this means for your Q4 plan.

What this means specifically for subscription or newsletter models with short consideration cycles — how to leverage persona messaging and feed the machine.

Why old targeting hacks and incremental tweaks won’t cut it anymore — and what you should stop doing.


Whether you’re running e‑commerce, subscription, or service‑based DTC marketing, this episode gives you actionable frameworks and change‑management steps to align your creative and account structure with the latest Meta delivery technology.


Timestamps

00:00 – What is Andromeda and how Meta’s new retrieval engine works

04:00 – The role of Gem, Lattice, and sequence learning in Meta’s ad delivery

06:00 – How Andromeda is changing creative strategy for Q4 campaigns

08:00 – Why ad variety now matters more than small creative tweaks

10:00 – How to test and structure creatives effectively under Andromeda

12:00 – Simplifying campaign structure and letting AI optimize at the ad level

15:00 – Old vs. new media buying tactics and how performance patterns have shifted

17:00 – Why broader creative diversity leads to more winners in Andromeda

19:00 – Early Q4 insights and what brands should expect

20:00 – Framework for distinct angles and creative refresh cadence

23:00 – The evolution toward true marketing strategy over media-buying hacks


Hashtags

#MetaAds #AndromedaUpdate #PerformanceMarketing #DigitalAdvertising #MediaBuying #FacebookAds #CreativeStrategy #Q4Marketing #AdOptimization #MarketingPodcast


Subscribe to DTC Newsletter - https://dtcnews.link/signup

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Work with Pilothouse - https://www.pilothouse.co/?utm_source=AKNF554

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