The B2B Podcast Index
Index
All categories
MarketingSalesSaaSFinanceHROpsLeadershipCustomer SuccessAI & DataProductStartups & FoundersRevOpsEngineering & DevTools
MethodologySubmit
Best of:MarketingSalesSaaSFinanceHROpsLeadershipCustomer SuccessAI & DataProductStartups & FoundersRevOpsEngineering & DevTools
An independent project byFame
SearchBest episodesGuestsInsightsMethodologySubmit a podcast
Index/Marketing/Retail Media Breakfast Club
Retail Media Breakfast Club artwork

Chewy Ads vs. Retail Media’s Data Hoarders: Why Transparency Wins in Retail Media

Retail Media Breakfast Club · 2026-06-18 · 11 min

0:00--:--

Key moments - from our scoring

Substance score

63 / 100

Five dimensions, 20 points each

Insight Density13 / 20
Originality14 / 20
Guest Caliber16 / 20
Specificity & Evidence12 / 20
Conversational Craft8 / 20

Frank Mulcahy's philosophy at Chewy Ads challenges the dominant retail-first approach to retail media networks by advocating for radical transparency and data sharing. Unlike Mark Williamson's Costco model - which prioritizes the membership experience - Mulcahy wants Chewy to function as a media business born from retail data, not a retailer with ads bolted on. His conviction stems from two decades in digital advertising at Lycos, Yahoo, Microsoft, and Apple's iAd before building Wayfair's retail media network from scratch, then observing the retail media landscape from PromoteIQ's vendor perspective. The core insight: leaders from advertising backgrounds understand data transparency as table stakes; leaders from retail often treat first-party data as proprietary vaults. Mulcahy invokes Brian Monahan's Albertsons Media Collective framing - retail media is the first advertising format where publisher and advertiser genuinely want the same outcome, selling more widgets. This alignment makes data hoarding self-defeating. Chewy's 2024 product launches (Chewy Max objective-based buying, Marketing Cloud, incrementality measurement) represent a "barbell strategy" combining optional automation for smaller brands with manual controls for sophisticated buyers, all backed by transparent reporting. LinkedIn polling showed 80% of media buyers want objective-based buying only if transparent, rejecting black-box models. Mulcahy's bet: that transparent performance metrics will retain advertisers better than opacity ever could.

Key takeaways

  • →Retail media leaders from advertising backgrounds treat data transparency as fundamental; those from retail typically hoard first-party data, conflating opacity with protection from honest measurement.
  • →Retail media is uniquely aligned - both retailer and brand want to sell more widgets - making data hoarding strategically self-defeating compared to other advertising formats optimizing for different metrics.
  • →Chewy's barbell strategy layers optional algorithmic buying for smaller brands atop manual controls for sophisticated buyers, with transparent reporting of both incremental and direct ROAS, directly addressing media buyer skepticism of black-box automation.
  • →80% of media buyers support objective-based buying only if transparent and controllable, rejecting pure automation; retailers betting on opacity are implicitly betting that their performance data cannot survive scrutiny.
  • →Transparency on retail media performance is ultimately a competitive bet: Mulcahy bets Chewy's metrics hold up under examination and will retain advertisers; data-hoarding competitors implicitly bet the opposite.

Guests

Frank Mulcahy

Topics in this episode

Incrementality measurementRetail media networksAlbertsons Media CollectiveChewy Adsfirst-party data transparencyChewy MaxChewy Marketing Cloudobjective-based buyingPromoteIQCostco media

Questions this episode answers

Should retail media networks be retail-first or media-first businesses?

Frank Mulcahy argues retail media should operate as transparent media companies that happen to be born from retail data, prioritizing advertiser partnerships and data sharing, while Mark Williamson at Costco represents the retail-first view where media accelerates the existing membership flywheel and isn't the primary business.

Why do some retail media networks hoard first-party data instead of sharing it with advertisers?

Retailers from non-advertising backgrounds often assume that opacity protects them from measurement scrutiny; they fear that transparent incrementality data might be unflattering or that brands could use honest performance data to negotiate harder or move spending to better-performing networks.

What is Chewy's barbell strategy in advertising technology?

Chewy launched Chewy Max (objective-based buying), Marketing Cloud, and incrementality measurement with a two-tier approach: optional algorithmic models for smaller brands without dedicated media teams, paired alongside manual controls for sophisticated buyers, all with transparent ROAS reporting.

What percentage of media buyers want objective-based buying tools?

A LinkedIn poll found nearly 80% of media buyers are interested in objective-based buying if it's transparent and they retain control, while only about 10% each embrace or reject the concept outright, revealing strong demand for visibility over automation.

Why does Brian Monahan say retail media is unique in advertising?

Retail media is the first advertising format where the publisher (retailer) and advertiser both want the same outcome - selling more widgets - unlike TV (optimizing for gross rating points) or social (chasing clicks), which creates natural incentive alignment that makes data sharing rational rather than risky.

What our scoring noted

Our reviewer’s read on each dimension, with quotes from the episode.

Insight Density

13 / 20

The episode articulates a clear, substantive distinction between two retail media philosophies (retail-first vs. media-first) and identifies a concrete differentiator (data transparency as a proxy for confidence in performance). However, the conversation is largely expository monologue rather than dialogue that deepens reasoning; the host narrates Frank's views rather than stress-testing them. The core insight - that opacity signals weak performance - is sharp but underexplored.

Retail media is the first time in advertising history that the publisher and the advertiser actually want the same thing. They both wanna sell more widgets.
if you give an advertiser genuine transparency, they might not like what they find. The incrementality numbers might not be very flattering.

Originality

14 / 20

The framing of retail media transparency as a performance confidence signal is fresh and contrarian within the industry narrative. The Boston-vs-New York analogy and the explicit distinction between 'retail-first' and 'media-first' philosophies offer a useful lens not commonly deployed. However, the underlying tension between opacity and advertiser trust is somewhat intuitive once stated, and the episode doesn't push into truly counterintuitive territory or challenge its own premise.

One company sets the nine hundred-pound gorilla whose playbook the rest of the industry can either copy or quietly resent, and the interesting players are the ones deciding to build something of their own instead.
Leaders who came up through advertising understood data sharing and transparency as the water that the industry swims in. The ones who came up through retail often didn't

Guest Caliber

16 / 20

Frank Mulcahy is a genuine operator with 20 years in digital ad sales (Lycos, Yahoo, Microsoft, Apple iAd) and direct hands-on experience building retail media networks at Wayfair and PromoteIQ before landing at Chewy in 2022. His vantage point selling to competitors at PromoteIQ gives him credible comparative insight. However, the episode is largely a monologue by the host about Frank's views rather than Frank speaking directly, which limits the guest's direct contribution and depth.

Frank spent nearly two decades in digital ad sales at Lycos, Yahoo, Microsoft, a stretch standing up Apple's iAd business in New England before he crossed into retail at Wayfair in twenty sixteen
he spent a stretch at Microsoft's PromoteIQ, selling retail media technology to other networks

Specificity & Evidence

12 / 20

The episode names specific executives (Mark Williamson at Costco, Brian Monahan at Albertsons) and specific Chewy products launched in March (Chewy Max, Chewy Marketing Cloud, native incrementality measurement). A LinkedIn poll on objective-based buying is cited with specific percentages (80%, 10%). However, there are no performance metrics, revenue figures, customer counts, or concrete outcomes to validate claims about whether transparency actually drives retention or performance. The Chewy strategy is described but not quantified.

Back in March, Chewy launched three new products, one called Chewy Max, which is an objective-based buying tool, Chewy Marketing Cloud, and native incrementality measurement.
nearly 80% of respondents said either they were interested in objective-based media buying if it was transparent, and they were skeptical, they want control, versus only about 10% on either side who said, Yes, bring it on

Conversational Craft

8 / 20

This is a structural weakness. The episode is almost entirely the host (Kiri Masters) delivering prepared observations about Frank's philosophy rather than a live conversation with Frank responding, disagreeing, or elaborating. There are no follow-up questions, no pushback, no moments where the host challenges Frank's framing or digs deeper into contradictions. It reads as a monologue essay dramatized as a podcast, not a genuine dialogue. The mention of media buyers' skepticism about black-box automation is introduced but never explored with Frank directly.

And I really wanted to ask Frank about Chewy Max because I hear from brands and agencies that not everyone is a fan of these objective-based buying models.
Frank agrees with the notion that not everyone wants a P Max style black box automation. He agrees with that.

Conversation analysis

Computed from the transcript - who did the talking, and the words that came up most.

Most-used words

media33retail23first15frank14data12chewy11based7mulcahy6retailer6advertising6buying6network5twenty5strategy4spent4industry4

Episode notes

Retail media is splitting into two distinct camps: retailers that see media as an extension of their core business, and those that see themselves as media companies first. In this episode, I unpack that debate through the lens of my conversation with Frank Mulcahy, Head of Chewy Ads, whose perspective challenges some of the industry's most entrenched assumptions. Drawing on insights from my recent Drum column, we explore why transparency has become one of the most important battlegrounds in retail media. Frank argues that many retail media networks are holding onto first-party data too tightly, and that advertisers are increasingly demanding visibility into what they're actually buying. We also dig into Chewy’s new advertising products, objective-based media buying, and why the company is betting that openness - not opacity - will win over brands in the long run. This episode is sponsored by Mirakl Ads Timeline [01:29] Frank Mulcahy’s path from Yahoo, Microsoft, Apple, and Wayfair to leading Chewy Ads. [02:17] The two competing philosophies shaping retail media today: retail-first versus media-first.

Full transcript

11 min

Transcribed and scored by The B2B Podcast Index.

Chewy Ads: Data, Transparency, and Barbell Strategy === Kiri Masters: Frank Mulcahy is a Boston guy, and in the world he came up in, that meant defining yourself against New York. Frank spent the early two thousands running sales offices in a market that always felt like the smaller sibling to the one down the Acela line, the bigger, louder city whose reps would come up for every industry mixer and try and mug the local agency heads for their time. The Boston response, he tells me, was a posture.

We'll do this our way on the strength of relationships with a little chip on the shoulder. Frank says he hears an echo of the same thing in retail media today. One company sets the terms for everyone else, the nine hundred-pound gorilla whose playbook the rest of the industry can either copy or quietly resent, and the interesting players are the ones deciding to build something of their own instead. Frank Mulcahy is the head of Chewy Ads, the pet retailer's media network, and he is firmly in the build it our own way camp.

And just like the face-off between Boston and New York, he has strong views about the right way to do retail media. ~This episode is based on an article that first run...~ ~This episode is based on a... ~This episode is based on an article that first ran in my column for The Drum named Chewy's Ad Boss Thinks the Data Hoarders Have It Backwards.

Let's jump in Kiri Masters: Frank spent nearly two decades in digital ad sales at Lycos, Yahoo, Microsoft, a stretch standing up Apple's iAd business in New England before he crossed into retail at Wayfair in twenty sixteen, where he was recruited to build a retail media network from scratch there. after Wayfair, he spent a stretch at Mi- After Wayfair, he spent a stretch at Microsoft's PromoteIQ, selling retail media technology to other networks before landing at Chewy in twenty twenty-two.

Now, that seat at PromoteIQ, talking to the top retail media networks from the vendor side of the table is where his core conviction hardened. " It was as clear as day who got it and who didn't," he says. What separated the wheat from the chaff in his telling wasn't budget or scale, it was where leaders came from. Leaders who came up through advertising understood data sharing and transparency as the water that the industry swims in.

The ones who came up through retail often didn't, and that is why he argues so many networks still treat first-party data like something to be held under lock and key So there are two camps, two philosophies that we're gonna talk about today. is medi- Is retail media retail first or is it media first? Those are the two camps and both sides have a case. One camp holds that retail media is retail first.

The media business and the retail business are inseparable but the media ultimately has no value without the retail strength underneath it, the assortment, the customer base, the relationship, really the reason why anyone shows up. Mark Williamson, who runs retail media at Costco, said in a recent interview with The Drum that Costco existed before retail media and it would still exist without retail media. And retail media is, in his framing, something that should accelerate the retail flywheel that already works And he says explicitly, "We're not trying to build a media business, we're trying to make the membership more valuable."

Now, Frank Mulcahy's stated ambition is almost a direct rebuttal to that philosophy. He wants Chewy to be the biggest and most effective pet media company, not just a retailer with an ad business bolted on, but a media business that happens to be born from a retailer's data. In his view, a network should behave like a media company. It should share data, adopt standards, treat advertisers as partners rather than captive spenders.

And his own favorite framing of why this is the right read is something that he credits to Brian Monahan, the Albertsons Media Collective leader. And Brian says, "Retail media is the first time in advertising history that the publisher and the advertiser actually want the same thing. They both wanna sell more widgets." If we compare this to other media formats like television, you're trying to optimize for gross rating points, which measure the total volume of an advertising campaign's delivery.

In social advertising, you're chasing more clicks to feed the algorithm. But in retail media, according to Frank, the retailer and the advertiser both wanna sell more widgets. And if those goals are genuinely aligned, hoarding data from the people that you're aligned with is self-defeating. And to Frank, it's mostly a tell that someone came up in retail and never internalized how digital advertising actually is bought and sold The rules of retail media are being rewritten.

Discovery is shifting, the economics are following, and the retailers and brands defining the next era aren't watching it happen from the sidelines. Meet the Miracle Ads team at Cannes Lions June twenty-two to twenty-six for curated conversations, exclusive events, and one-on-one strategy sessions built for where the industry is headed. Commerce First Media starts in Cannes. Click the link in the show notes to learn more Now it's worth being precise about who the data hoarders are because Mark Williamson at Costco isn't one of them.

He's describing a member first network that is transparent about being member first, and they are making a coherent choice about their value proposition rather than guarding a vault. The instinct that Frank Mulcahy is criticizing is something else. And in conversations across retailers and vendors serving them, I hear things like, if you give an advertiser genuine transparency, they might not like what they find. The incrementality numbers might not be very flattering.

And worse, a brand that truly understands what it's getting from one network can use that knowledge to negotiate harder with every other one or move the money where it performs better. Opacity protects the retailer from being measured honestly by the people actually paying for media, which is exactly what Frank Mulcahy is needling when he says the lack of data assumes bad data. If your numbers were any good, you would be happily happy to show them I'm gonna skip forward a little bit just to make sure that we cover off one important thing in our 10 minutes today, which is what Frank calls a barbell strategy around their advertising technology.

Back in March, Chewy launched three new products, one called Chewy Max, which is an objective-based buying tool, Chewy Marketing Cloud, and native incrementality measurement. And I really wanted to ask Frank about Chewy Max because I hear from brands and agencies that not everyone is a fan of these objective-based buying models. They consider them to be a black box And in fact, I ran a poll on LinkedIn a few weeks ago asking media buyers what their attitude was towards objective-based ad buying.

the findings were pretty interesting. Actually, nearly 80% of respondents said either they were interested in objective-based media buying if it was transparent, and they were skeptical, they want control, versus only about 10% on either side who said, "Yes, bring it on. I w- I want to use this," or having a hard pass against that concept. And so this overwhelming middle ground shows the same instinct.

Media buyers are open to it if they can see what is under the hood first, and Frank agrees with the notion that not everyone wants a P Max style black box automation. He agrees with that. So the tool itself sits alongside manual levers that can be used by more sophisticated media buyers with an algorithmic model that is available for smaller brands or those without media buying teams to give them a little bit clearer and better access to these tools than they'd otherwise be able to manage on their own So wrapping up here, this question of identity, whether retail media is retailer first or media first, is one that we could argue about over a drink.

The harder one, and the one that this barbell approach is actually trying to answer, is whether you'll let advertisers see what they're buying. And this is where the Chewy strategy stops being a philosophy and it becomes a bet. The bet on the clean room, the optional automation, reporting IROAS and direct ROAS side by side instead of only showing the most flattering number. None of that works unless the underlying performance can survive being looked at.

Sharing data is a bet. It's a bet that Chewy's numbers are gonna hold up. My poll suggests that this is the right bet. This is a crowd that wants to see what is under the hood first.

And the retailers that treat first-party data like a vault are in effect betting that their numbers can't take the scrutiny, and they're telling their customers exactly that. Frank Mulcahy is betting the opposite, and we'll find out who's right when the buyers either stay or walk.

Related episodes across the Index

Other episodes covering the same guests and topics, from across The B2B Podcast Index.

  • How Incrementality Reveals True Marketing ImpactMarketing Analytics with Fexingo · on Incrementality measurement90 / 100
  • TRB Live in Cannes: Publishers' Google problemThe Rebooting Show · on Retail media networks83 / 100
  • How Partnerships are Reshaping Product Discovery with Seth Hagerty, Senior Director of Performance Marketing at Best BuyThe Partnership Economy · on Retail media networks76 / 100
  • AI, Agents, And The New Retail Playbook With RetailWire's Chase BinnieThe Retail Journey · on Retail media networks76 / 100
  • The ROAS Trap: Why Better Numbers Don’t Always Mean Better GrowthHumans of Growth · on Incrementality measurement73 / 100
  • Cannes Lions Edition 2026: Part 1 - Marketing in the Age of DisruptionTime For A Reset Marketing Podcast: Insights from Global Brand Marketers · on Retail media networks72 / 100

More from Retail Media Breakfast Club

All episodes →
  • Mirakl Ads at Cannes: Commerce Media Skips Its Own Lion57 / 100
  • Same Words, Different Forks: Recap of eMarketer & Sensor Tower Commerce Media Executive Briefing at Cannes Lions87 / 100
  • When Sam's Club "Connects" With Walmart, What Actually Connects?80 / 100
  • Cannes Lions 2026 Dispatch: Agentic Media Buying, Retail Media Shakeups, and the Future of Creator Commerce77 / 100
  • PayPal Ads’ Big Retail Media Bet: Why Shoppable Ads Could Finally Work (And The Future of Commerce in an AI World)80 / 100
Explore the best B2B Marketing podcasts →
All Retail Media Breakfast Club episodes →