Costco’s Mark Williamson on Retail Media Membership and the Rise of AI Shopping Agents | Groceryshop 2026
Live from the Vusion podcast studio at Groceryshop 2026 in Las Vegas, Chris Walton catches up with Mark Williamson, AVP of Retail Media at Costco, to discuss the evolution of Costco’s retail media capabilities and how the business is balancing advertising with its core membership experience.
Mark looks at Costco’s rebuilt ad server, clean room, offsite measurement and search integrations, while explaining how retail media connects to a business where much of the shopping still happens inside the warehouse. The conversation also turns to the next phase of digital discovery as AI agents increasingly enter the shopping journey.
In this episode:
• The progress of Costco’s retail media technology stack
• Building retail media around the Costco membership experience
• How Costco connects ad exposure to in-warehouse sales
• The role of membership in Costco’s retail media strategy
• Why the warehouse remains central to Costco’s advertising proposition
• How AI agents could change search, discovery and advertising
• What it means to reach a shopper when the shopper is an AI agent
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00:00 - Untitled
00:01 - Live from Grocery Shop 2026 — Fusion Podcast Studio
00:50 - Infrastructure upgrades — ad server rebuild, clean room and measurement
06:51 - When Costco Says No: Rejecting Post-Transaction Monetization
08:53 - Connecting Digital Exposure to Warehouse Sales
14:52 - Advertising in an Agentic (AI) Shopping World
Hello everyone.
Speaker AThis is Omnitalk Retail.
Speaker AI'm Chris Walton and we are coming to you live from Las Vegas at Grocery Shop 2026 from the Fusion Podcast studio, which is in booth 91 3.
Speaker ACome on by, Say hello.
Speaker AAnd joining me now is Mark Williamson.
Speaker AMark, he's been with us before.
Speaker AMany of you will remember him.
Speaker AIt's always a pleasure to welcome him to the program.
Speaker AHe is the AVP of retail media at Costco.
Speaker AMark, it's great to see you again.
Speaker BGood to see you as well.
Speaker AYeah.
Speaker ASo how you been finding the show so far?
Speaker BI'm still getting acclimated.
Speaker BIt's just first time on the floor in booth 913.
Speaker BIt's the only booth I've seen so far.
Speaker ANicely done.
Speaker ANicely done.
Speaker ANicely done.
Speaker AWell, it's a good booth to stop by, Mark.
Speaker AAll right, so I mentioned at the outset you've been on the show.
Speaker AI think we were talking before.
Speaker AThis is your third time.
Speaker BThat's right.
Speaker AWe last had you on in January, I think it was at Nrref, if I'm not mistaken.
Speaker AYou told us that you had rebuilt your ad server, you'd built a clean room, you'd expanded your off site measurement capabilities and your search integrations.
Speaker AJust those things.
Speaker AJust those four things.
Speaker AHow's it all going?
Speaker ANumber one.
Speaker AAnd what has been the hardest of them to get right?
Speaker BWell, they're all still in some form or fashion or some iteration of some form or fashion.
Speaker BBecause true products.
Speaker ARight.
Speaker BTechnology never sleeps.
Speaker ANope.
Speaker BAnd so I don't know if it's what we're finding out or if we're just validating the truth of that, but these projects are rolling targets.
Speaker BAnd so a lot of work has been accomplished.
Speaker BAnd I think what we've been talking about for the last couple of years is putting the foundational elements in place.
Speaker BAnd this last year has really been exciting for us because we've been putting activation layers or product layers on top of the infrastructure that's been built.
Speaker BAnd so I would say it continues to be a labor of love.
Speaker BThere's puts and takes throughout the whole project.
Speaker BBut we are, we're committed and I think validating the wisdom of the modular stack that we've assembled because not everything goes according to plan, not everything works the way that we designed it to, or there's new opportunities that can be pursued by plugging in, you know, plugging two existing partners together or plugging in another partner that was unplanned.
Speaker AOh, go ahead.
Speaker ASorry.
Speaker BSo, like that, that's really been the, the journey for us this year is getting the first iterations out and then continuing to innovate.
Speaker ASo that's interesting.
Speaker ASo, like, I never thought about that.
Speaker ASo is.
Speaker AIs like keeping a modular mindset, actually something that you have to keep top of mind as you're going about this.
Speaker BYeah, I mean, you just can't get too precious about anything that you've done.
Speaker BAnd so, like, the, you know, we, we make plans.
Speaker BThere's charts, there's, there's, there's slides, there's all these great things that we, we encounter.
Speaker BBut there's also, you know, retail is a dynamic place.
Speaker BTechnology is a dynamic thing.
Speaker BAnd so we, we've had to be nimble within things that we've done.
Speaker BAnd so it might be, you know, we need a little bit more performance out of this, we need a little bit more integration out of that, or we may have launched an MVP that needs further iteration.
Speaker BAnd so the, the whole goal for us has been able to take advantage of what we can take advantage of and flex when we need to.
Speaker BAnd that definitely, this year has definitely been a testament to the, the fact that, like, that is unavoidable for us.
Speaker ARight.
Speaker AThat's really interesting.
Speaker AThat's kind of counterintuitive to human nature too.
Speaker AI got to think it sometimes, like, to try to take that approach.
Speaker AYou got to constantly remember and remind yourself like, modularity matters in how you're thinking about things.
Speaker BWell, it requires us to look and say, that didn't go as according to plan.
Speaker ARight.
Speaker BAnd, and you know, whether we got a pause, rethink, relaunch, retool, whatever it might be.
Speaker BAnd so I would say this year has been a mixed bag of some of the projects go exactly as we want.
Speaker BSome take a little bit longer than we thought.
Speaker BBut the, the thing for us is, like, don't let perfection become the enemy of progress.
Speaker ARight.
Speaker BAnd we, we roughly know what we want to do.
Speaker BWe think we know what our advertising partners want to do.
Speaker BAnd we just have to continue to push forward to that North Star until we.
Speaker BAnd I don't know if we'll.
Speaker BIt's healthy to be a little discontent all the time.
Speaker BAnd so we continue to push for that and see, like, how far can we push this thing.
Speaker AThat's great.
Speaker AI almost, actually, I almost quoted you this morning when I was interviewing one of your counterparts at a retail media company that's also here or they run a retail media organization for a fellow grocer that's also here.
Speaker AAnd the reason I did that is because something you've said has struck with me when I've interviewed you in the past and when I've read about you and followed you on social media, too, is that you say retail media is there to enforce the.
Speaker AReinforce the value of the membership.
Speaker ACan you talk about that?
Speaker AWhy is that your position?
Speaker BUltimately, it's the only way we can get the job done at Costco.
Speaker BThat is, like, abundantly clear.
Speaker BAnd I just passed three years with the company, and so I knew it going in, I know it a lot more now is something that makes sense for retail media or makes sense for a media agency or for marketing activations may not make sense for Costco.
Speaker BAnd I know when those two things butt up against each other, I know what side's gonna win.
Speaker BAnd like, I'm a big proponent.
Speaker BI don't think this is any rocket science or anything particularly astute by me, But a retail media program is only as strong as its underlying retailer.
Speaker BSo if your retailer has a growing customer base, growing sales, and is generally viewed by the supplier community as an.
Speaker BAs an agent of growth, then it changes the dynamic of the retail media proposition.
Speaker BAnd so we can't subordinate the member or the member experience or merchandising or operations to what we're doing.
Speaker BWe live in service of that world.
Speaker BAnd so, like, it's not false humility, it's just reality.
Speaker ABut it is also a new.
Speaker AThe important point, too, that I think you're trying to make, mark, is it's also a nuanced.
Speaker AIt's a.
Speaker AIt's a nuanced understanding in the relationship between you, Costco and the advertiser too.
Speaker ARight.
Speaker AThat it's not just about selling the item at the end of the day, it's about.
Speaker AYou're looking for more out of that relationship.
Speaker BYeah.
Speaker BAnd it might be because I represent a membership organization.
Speaker BAnd so for sure, like, we don't talk about loyalty the way other retailers talk about loyalty.
Speaker BMembership is loyalty.
Speaker BYou join, and if you shop, you renew.
Speaker BIf you renew, you're loyal.
Speaker ARight.
Speaker BAnd of course, like, we do want to take a look at, are you shopping more categories over time?
Speaker BAre you spending more, making more visits?
Speaker BIs your basket getting bigger?
Speaker BAre you leveraging our ancillary member services?
Speaker BLike, all those things matter, but the mark of a loyal member is a member that renews.
Speaker BAnd so I think that that mindset shifts everything that we do because I think suppliers view us the same way.
Speaker BIf you can win, if you can acquire or acquire a new shopper at Costco, you're Probably going to be able to keep that member over time.
Speaker BAnd if you can't drive growth and sales velocity at Costco, you're not going to be at Costco very long.
Speaker BSo that forces the supplier to also think about a longer term outcome rather than, I need to win the day, I need to win the week.
Speaker BBecause we're thinking we want to retain members and a cpg, a supplier is thinking I need to retain a shopper.
Speaker ARight.
Speaker BAnd both of those things can work magically well at Costco if we focus on what matters most for retail media.
Speaker BWe're just trying to deliver the story, we aren't the story.
Speaker BAnd so as long as we can keep that at the forefront, I think we'll be all right.
Speaker AYeah, it's great.
Speaker AI mean, it's a great, it's a great reminder that the membership serves as like almost a constant scorecard for you all.
Speaker AYou know, in a lot of ways I'm curious, so I want to put your feet to the fire a little bit too.
Speaker AI don't want to let you off easy.
Speaker AWhat is there, is there an example you can give us of where you had to say no, where you were like, you know what, this maybe in a traditional retail media setting would work, but at Costco, nope, that's not our type of thing.
Speaker BYeah, we very recent and potent and maybe a little PTSD inducing thing is like, post transaction is a hot topic right now.
Speaker BAnd almost every retailer at this point has implemented some form of post transaction monetization.
Speaker BAnd there's a very common model and that model's turnkey.
Speaker BI think it works.
Speaker BIf it didn't work, then I think a lot of retailers wouldn't be doing it.
Speaker BAnd it requires very little technical and commercial resources to get it done.
Speaker BAnd like, as the guy responsible for driving media revenue, the business case writes itself.
Speaker BIt's very tempting.
Speaker BIt's something that I, me and my team have pursued.
Speaker BBut every single time you just kind of go up against that, that filter of is this something that we actually want to do?
Speaker BAnd if you actually sat down and said, do our members want this?
Speaker BLike, the answer is no.
Speaker BLike, clearly it's no.
Speaker BAnd so we could force it.
Speaker BLike, would they endure?
Speaker BIt is very different than will they, will they like it?
Speaker BAnd, and the thing is, is like, do they like banner advertising?
Speaker BDo they like sponsored product ads?
Speaker BLike they can, if they're helpful, right?
Speaker BIf they're, if they're presenting new opportunities, if it's helping them discover new items or find out about things that they might enjoy.
Speaker BAnd, like, that's a little bit easier for us to rationalize.
Speaker BWhereas there are certain form factors that feel a little bit more of a money grab.
Speaker BAnd usually the more turnkey the solution is, the more likely it is that it's just a money grab.
Speaker BAnd so, like, that's one that was hard for, like, I'm not the one who said no.
Speaker BI'm.
Speaker BI'm the one thinking like, man, like you.
Speaker AAnd I've talked about some other ones which we won't mention, but.
Speaker BYeah, yeah, very helpful.
Speaker BBut.
Speaker BBut at the end of the day, though, that's where, like, in Costco culture, it's, you know, you bring a friend when you make these decisions, right.
Speaker BUltimately, you're like, what's right for the member.
Speaker BIt doesn't matter what, how big the number is, how many zeros it has.
Speaker BWe will always look through that filter.
Speaker BSo that's an example when we have very recently said no to man, I.
Speaker AAlways love having you on.
Speaker AYou always give me a nugget, like the turnkey thing, that's a nugget for everyone to take back.
Speaker AThat's listening and watching.
Speaker AAll right, so the other point that we have to talk about is, you know, most of your business happens in the warehouse itself.
Speaker ASo how do you connect ad exposure to warehouse in warehouse sales?
Speaker ALet's start there.
Speaker AAnd how does the membership play into or not play into that?
Speaker BIt plays into it entirely.
Speaker AOkay.
Speaker BIt's either that or it's witchcraft.
Speaker BUltimately, everything has to be traceable, which is easier said than done.
Speaker BAnd privacy regulation doesn't make that any easier.
Speaker BAnd so we say, like, our filters are, is it legal, Is it ethical?
Speaker BAnd then does it reinforce member trust?
Speaker ARight.
Speaker BSo that's always the filter we go through.
Speaker BBut fundamentally, to be a worthwhile retail media partner, we have to be able to connect online digital exposure with warehouse sales.
Speaker BBecause for us, it's about 90% ish, depending on the category.
Speaker BThere's examples on the high and low end of that range.
Speaker BBut ultimately, that's where most conversions are happening.
Speaker BIt's where we have the most traffic, the most growth.
Speaker BWe open new buildings, we sign up new members.
Speaker BThey're generally shopping in the warehouse.
Speaker BWe have to be very good at this.
Speaker BAnd so for us, we already have the member with the member transaction data.
Speaker BWe've had it for a very long time.
Speaker BYou know, for.
Speaker BFor retailers have a loyalty program.
Speaker BThey may have a high card scan rate.
Speaker BFor us, it's 100% traceable transactions.
Speaker AGot it.
Speaker BAnd it spans multiple categories across usually multiple decades.
Speaker BAnd so there's a lot there, but it's useless if you can't connect a digital exposure at a, at a identifiable level.
Speaker ASo we've, that's usually valuable if you can too.
Speaker ARight, right.
Speaker AThat's the key piece here.
Speaker BWell, like there's always like, you know, you have models, you have deterministic and all that.
Speaker BLike our thing is like we should be 100% deterministic all the time.
Speaker BSo from a targeting perspective, it's 100% deterministic because we know what people buy.
Speaker ARight.
Speaker BAnd there are solutions that help us to onboard that data for digital activation.
Speaker BBut on the, on the measurement side, it's all who owns the exposure in our own and operated ecosystem, like we've solved for that, we can now track that behavior and whether it's purchase behavior, click behavior, whatever it may be at a member level, which enables us, it fuels that personalization engine that we have.
Speaker BAnd again, it's not necessarily new technology.
Speaker BIt's just a willing or it's a commitment to understand that we can never tie a warehouse purchase to a digital impression until we've done this critical first step, which is to capture events at an identifiable level.
Speaker BIt gets complicated off site, but there are solutions for that.
Speaker BAnd so we leverage clean rooms and a variety of different partners to help us have as much clarity as possible today.
Speaker BIt really is the clean room model that's working for us today.
Speaker BBut I would say we're not done innovating in that space because with the goal of 100% deterministic targeting and 100% deterministic measurement, we have to be very, very good at this.
Speaker ANice, Nice.
Speaker AAll right, I want to get you out of here on this.
Speaker AI want to look to the future a little bit.
Speaker AYou've spent since, since I've known you, you've spent the last few years, you know, building out the retail media business at Costco to what it is.
Speaker ABut, but now I want to talk to the future.
Speaker AI want to talk to the future about how things are going to change.
Speaker ASo how do you think about the evolution of retail media with the rise of agentic AI, where agentic shoppers are going to be doing the purchases for you via Costco's website?
Speaker AHow are you thinking about that?
Speaker AWhat new things are coming into play?
Speaker AI mean, you said at the outset, like, you got to keep a mindset where things are always going to change, always going to evolve.
Speaker ASo how are you trying to get in front of that?
Speaker BTo be completely honest, I don't know how in front of it we are.
Speaker BFor me, it's really about getting our house in order in terms of data ownership and, and data management and all of the identity, the identity layer that we have and the event capture.
Speaker BBecause I'm a, I'm a big believer people are going to shop the way that they shop and they're going to make these choices and if they find value in agentic, in a, in an agent that shops for them and they want to give them their credit card number and log in and that's how they're going to shop.
Speaker BLike, like, it's not.
Speaker BI don't think it's our job to talk them out of that.
Speaker ARight.
Speaker BBut, but we may say like, but we may want to, we may want to figure out how to plug into that.
Speaker BBecause the thing is, like, if they're driving commerce, then I think that's an okay outcome.
Speaker BIt's the same thing is like, there's always this fear.
Speaker BWhen the, when the Internet was coming online, the brick and mortar purists were like, whoa, whoa, whoa, whoa, whoa.
Speaker BIt's just channel shift.
Speaker BWe don't want to, you know, we don't want to push demand from the, from the store to the Internet.
Speaker BThere's no incremental value there.
Speaker BAnd that may be true.
Speaker BThere's no incremental value there.
Speaker BBut if you lose the customer because you aren't filling their needs or helping them shop the way they want to shop, then you've lost them entirely.
Speaker BSo now you went from no incremental channel shift to now you've lost a loyal shopper.
Speaker BAnd so for us, I think it's about, like, how do we drive commerce and what role can AI play in that?
Speaker BAnd from a retail media perspective, there's definitely risk.
Speaker BIf more people are going using an agent to shop, that's less traffic on a website.
Speaker BThere's less media to publish.
Speaker BBut, like, that's where I kind of have to take the retail media hat off, Put the Costco hat on and say, do we, are we are members choosing to shop with Costco?
Speaker BHave, are we, are we integrated enough with the AI shopping agents?
Speaker BReally good point that their preferences and our items and our value are coming forward within that work.
Speaker BLike, that's more important to me than trying to debate over or trying to protect ourselves from an AI takeover of the world or just pretending like it doesn't exist.
Speaker BIf it impacts the retail media business, let's say our business shrinks, like from a media sales perspective, but Costco grows as a retailer, I think that's a, that's a choice we'll make 100 times out of 100.
Speaker BAnd so for me, it's just be realistic about what's happening.
Speaker BOur members, consumers, they're going to shop the way they shop.
Speaker BTechnology is going to change.
Speaker BI don't think it's a complete doomsday scenario.
Speaker BI think it'd be really cool.
Speaker BBut the Internet's been around.
Speaker BE commerce has been around for 25, 30 years now.
Speaker BIt's still depending on the channel.
Speaker B5%, 10%, 15%, 20% Of sales.
Speaker BThere's value in all channels.
Speaker BWe just have to show up as best we can in each of them.
Speaker AWhich comes back to the answer the second question that I asked you, which comes back to the memberships and what your goals are ultimate at the end of the day and keeping that, you know, solely in focus.
Speaker AAll right, follow up to that then.
Speaker AFrom the chair atop which you sit.
Speaker AHave you had any indications as of yet in terms of how advertising might change in the agentic world?
Speaker AIs there anything you're getting a hint to now?
Speaker BI mean, there's a lot of things that are seductive and like, you'll say, like, this is not a phrase that I can, I have coined, but you know, if you don't have a data strategy, you don't have an AI strategy.
Speaker BSo I think a lot of, a lot of companies, retailers included, have a lot of work to do to get their data in a situation where AI can even work.
Speaker BAnd so like, like if you can do that.
Speaker BAnd then I think that's where the, the opportunities come in.
Speaker BI see it in advertising mostly in the operational efficiency space, okay, campaign planning, campaign briefs, channel optimization, those sorts of things, like where, where we can augment the things that a human is doing right to put together to just work more efficiently.
Speaker BAnd I think this is for retailers who generally run lean.
Speaker BI think that's one of the big challenges for advertisers that are used to a high managed service model or high capitol.
Speaker BLike retailers generally don't have large account teams, large, large ad operations teams.
Speaker BBut the bigger we get and the more we want to play in the traditional media space, the more important it is that we're very good at this.
Speaker BAnd that's where I like, for me personally, I would lean into AI to figure out how do we turn 10 people, you know, 10 people that, that work like working like 100.
Speaker BAnd that's where I like.
Speaker BI think AI can help a lot with that.
Speaker BThere's a lot of redundant data entry, copying, pasting, things that we do today that are just per, like, just perfect for, for an AI tool and agent to take over.
Speaker BSo I think we'll tread lightly as we move into this space.
Speaker BLike human LED is, you know, it's, it's becoming an industry term.
Speaker ARight.
Speaker BIt's definitely a way that we look at it as well, but I definitely see some clear applicability on the advertising side.
Speaker AAwesome.
Speaker AGreat stuff, man.
Speaker AGreat stuff.
Speaker AAlways.
Speaker AWelcome back.
Speaker ALove talking to you.
Speaker AMark Williamson, the AVP of Retail media at Costco.
Speaker AThanks for joining us.
Speaker AThanks to Vusion and to Grocery Shop for enabling all of our coverage here at this conference from Las Vegas as it's happening on the show floor.
Speaker AAnd as always, be careful out there.