Refacto

Podcast episode

Is It Recipe Sites? Or Is It Cake?

attribution measurement programmatic publisher-economics ssp

TL;DR

Adam Heimlich and Gareth Glaser spend an hour on structural critiques of programmatic advertising: why incrementality measurement is rarely used despite being knowable, why retail media networks mostly benefit conquesting rather than loyalty targeting, and what it would take for programmatic to compress fees and compete with Meta for mid-market budgets. The episode is analytically sharp for practitioners but covers little breaking news.

What was covered

  • User IDs as propensity fields, not segments. Adam Heimlich described Chalice's approach: licensing LiveRamp household data and scoring every ID — RampIDs, Trade Desk IDs, Experian IDs — for incremental-customer propensity rather than dropping users into static segment buckets. A CTO at Bedrock was cited (unnamed in transcript) as making the same argument publicly on LinkedIn.

  • Retail media network limitations. Adam Heimlich argued that most retail media data is loyal/repeat-buyer data, making it primarily useful for challenger brands doing competitive conquesting — e.g., an upstart cereal brand targeting Kellogg's buyers — not for incumbents trying to grow loyalty.

  • PSA control groups vs. ghost bidding. Gareth Glaser pushed for PSA (public service announcement placeholder ads) as a clean incrementality control; Adam Heimlich agreed and argued that ghost bidding — where a winning bid is suppressed inside the platform's own pipes — produces messy, opaque exposed/unexposed splits. Despite this, getting clients to pay for PSA inventory remains "one of the hardest cells."

  • CFO power and MMM. Adam Heimlich flagged growing tension between CMOs citing media platform metrics and CFOs pointing to Marketing Mix Modeling (MMM, a statistical method for measuring ad contribution to sales) results. He argued a recession would act as the forcing function that finally drives advertisers toward incremental measurement.

  • Bull/bear cases for programmatic efficiency. Gareth Glaser's bear case: new agentic ad-ops middleware vendors replicate old opacity, and Google Cloud bundles its buy-side stack to lock in enterprise buyers (he noted WPP already sends ~50% of spend to Google). Adam Heimlich's bull case: supply-side tech fees compress to ~6% (citing Andrew Casale on record), buy-side tech to ~6%, netting a ~15–18% total take rate — enough to make programmatic viable for mid-market performance advertisers currently priced out.

  • SSP-led format innovation. Gareth Glaser explained how true open-web native advertising works: buyers submit component arrays (image, title, description) rather than pre-assembled banner tags, and the publisher's page renders them. He argued SSPs with code-on-page — naming Media.net, TripleLift, and Magnite — are the natural owners of format creation. Gareth noted Magnite (which acquired RTK, his former company) is reportedly developing its own format.

  • Publisher Q2 squeeze. Adam Heimlich and Gareth Glaser discussed reports of publisher ad supply falling 40% in Q2, attributed to Google retaining users inside search via AI summaries and tools. Both questioned the methodology (bid-stream request counts are unreliable). They also shared a case study: a luxury brand cut news inventory from a campaign that was outperforming CTR and sell-through benchmarks, purely on brand-safety grounds — killing the campaign.

  • Sam Altman's rumored ad network. The hosts briefly mocked a reported projection of $100 billion in revenue for a rumored OpenAI ad network (described as a banner/display network), noting the current addressable independent display market is roughly $5 billion and OpenAI is currently generating approximately $1 billion from it.

Notable claims & predictions

  • Adam Heimlich: "N-state could be 15 [percent total programmatic take rate]. If supply-side goes to six and buy-side tech goes to six, yeah." — A meaningful compression from the ~25–30% current blended rate he and Gareth cited.

  • Gareth Glaser on ghost bidding: "You never get clean, exposed, unexposed data sets" from ghost bidding — it is inherently opaque, and running a PSA is the cleaner alternative that advertisers resist paying for.

  • Adam Heimlich on retail media: "Most [retail media] data is loyal customer, especially a supermarket … what it's really used for is an upstart brand who could use the leading brand's data to conquest against them. That's really the main thing."

  • Adam Heimlich on Google's buy-side product: "Google's buyer thing is everyone should be terrified of it because it's so media efficient … it's an ad network that says they're going to take a flat 10%."

  • Adam Heimlich on the publisher/media ecosystem: "Our entire media ecosystem is financially dependent on these tech companies … and now they're pulling the rug out from under them at the worst possible moment when we need institutional knowledge to function properly."

  • Gareth Glaser on Sam Altman's ad network: "The current market is five billion [dollars for independent display] and he was going to make a hundred billion … they needed more ad people in the room."

Fact check

  • Claim (Adam Heimlich): Google's buy-side ad product charges "a flat 10%." Unverified in the transcript's sourcing; the hosts reference this as a current market claim but cite no filing or announcement. Google has disclosed blended take-rate figures in antitrust proceedings, but the specific "flat 10%" framing here is asserted without a cited source. Treat as contested/unverified rather than confirmed.

  • Claim (Gareth Glaser): Media.net "was an $800 million sale the first time they sold it." Gareth states this as a fact. The transcript provides no citation. This figure circulated publicly when Media.net was acquired; however, the hosts acknowledge uncertainty about deal terms elsewhere in the conversation and no primary source is cited here. Treat as plausible but unverified from this transcript alone.

  • Claim (Adam Heimlich): Publisher ad supply fell "40% in Q2." Both hosts immediately caveat this themselves — noting the underlying data may be bid-stream request counts, which Gareth calls "one of the least reliable things." The hosts are appropriately skeptical; listeners should be too. Not false, but the methodology behind the statistic is unverified and likely overstated if based on request volume rather than actual impression delivery.

  • Claim on Sam Altman's ad network: Adam Heimlich says "the current market is five billion" for the independent display market and OpenAI is "making about one billion." Neither figure is sourced in the transcript. The $5 billion figure for the independent open-web display market is plausible directionally but not verified here; the $1 billion OpenAI ad revenue figure is unverified. Both speakers are speaking loosely; treat as rough directional estimates, not established figures. Note the incentive angle: Adam Heimlich runs Chalice, which operates in programmatic and would benefit from a narrative that independent programmatic can compete with walled gardens.

  • No claims that fail scrutiny at a high-confidence "false" bar. The sharper assertions are either opinion/forecast or unverified estimates rather than provably false.

Full analysis

Adam Heimlich and Gareth Glaser spent an hour arguing that programmatic advertising can compress its fees enough to fight Meta and Google for mid-market performance budgets, that incrementality measurement is knowable but nobody buys it, and that retail media data mostly helps challengers conquest rather than incumbents grow. The implication for operators: the take rate that funds most of this industry is under structural pressure, and the measurement that would justify it is a product almost nobody wants to pay for.

This is analysis, not news. No deal, no print, no regulator. So the question is whether the structural read holds, and who should reprice their roadmap if it does.

Reversibility: N/A. This is a briefing on a worldview, not a decision. But the fee-compression thesis, if right, is a Type 1 (hard to reverse) hit to SSP and DSP economics.

What's actually being decided: Whether independent programmatic has a viable path back to mid-market performance spend, and what an operator should build or defend against on the way there.

Forcing function: Heimlich names it himself. A recession is the event that pushes CFOs to demand incremental measurement over platform-reported metrics.


The Market Analyst. Andrew Casale is on record saying SSP fees go to 6%. Heimlich stacks buy-side tech at 6% on top and lands at a 15 to 18% total take rate, down from the 25 to 30% blended rate they both cite today. For a smart generalist: the "take rate" is the cut every middleman keeps out of a dollar an advertiser spends before it reaches the publisher. Cut that from 30 cents to 15 cents and two things happen at once. Programmatic becomes cheap enough to chase performance budgets it can't touch today, and every SSP and DSP living on the old cut loses roughly half its margin per dollar. You cannot have the first without the second. The vendors cheering fee compression as a growth story are describing their own margin funeral.

The Skeptic. The load-bearing assumption is that advertisers actually want incremental measurement. Heimlich admits the opposite in the same breath. Getting a client to pay for PSA control inventory, the clean way to measure whether an ad caused a sale, is "one of the hardest cells" to sell. If nobody will fund the measurement, the whole efficiency case is a slide, not a supply source. And notice the incentive: Heimlich runs Chalice, which sells propensity scoring into exactly this narrative. A world where independent programmatic out-measures the walled gardens is a world where Chalice wins. That does not make him wrong. It means the thesis is coming from a seller of the thesis.

The Operator. Try to run the clean measurement Tuesday morning. Ghost bidding, where the platform suppresses a winning bid inside its own pipes to build a control group, gives you dirty exposed-versus-unexposed data because you never see how the plumbing worked. PSA placeholders are clean but the client won't pay for the empty inventory. So the practitioner is stuck choosing between opaque-and-free and clean-and-unfundable. Meanwhile the real 90-day break shows up on the supply side: a luxury brand killed a campaign that was beating CTR and sell-through benchmarks purely on brand-safety grounds. The measurement said it worked. The brand-safety rule overrode the measurement. That is the actual daily reality, and no fee-compression math fixes it.

The Customer / End User. Here the customer split matters. The challenger brand wins from Heimlich's retail media read: most retail data is loyal, repeat-buyer data, so it's a conquesting weapon for the upstart cereal brand targeting Kellogg's buyers, not a loyalty tool for Kellogg. So the incumbent CPG advertiser paying retail-network premiums for "their own" shoppers is largely buying people who'd have bought anyway. For a generalist: they're paying to advertise to customers already walking to the register. The mid-market performance advertiser is the customer everyone claims to want, and the honest answer from this episode is that today they're on AppLovin and Meta because that's where short-form video performance lives.

The CFO. The CMO cites the platform's own dashboard. The CFO cites Marketing Mix Modeling, the statistical read on what ads actually moved sales. Those two numbers disagree, and in a downturn the CFO wins that fight. That's Heimlich's real forcing function, and it's the one durable claim in the hour. But note what it implies for a vendor P&L: if the CFO wins, spend flows to whoever can prove incrementality cheaply, and away from whoever's value was the reported-metric story. Google's rumored flat-10% buy-side product is terrifying precisely because it's media-efficient at a clean, legible price. Legible beats clever when the CFO holds the pen.


The tensions.

Heimlich against himself is the biggest one. Fee compression makes programmatic viable for the mid-market, but the measurement that proves the value is the exact product he admits clients won't fund. The efficiency case and the "nobody buys measurement" case can't both be load-bearing.

The Market Analyst against the industry's cheerleaders. Everyone quotes Casale's 6% as good news. It's good news for advertisers and a margin halving for the vendors saying it out loud.

The Operator against everyone. Even perfect measurement loses to a brand-safety veto that kills a winning campaign. The bottleneck isn't math. It's who has authority to overrule the math.


Synthesis. This hinges on three beliefs. One: that fees actually compress to the mid-teens rather than staying sticky at 25 to 30% because incumbents defend margin. Two: that a recession forces CFOs to demand incrementality at scale. Three: that clean measurement becomes buyable rather than staying the hardest cell on the rate card. The council leans toward belief two being real and beliefs one and three being aspirational. CFO power in a downturn is a known pattern. Fee compression to 15% is a forecast from a party who profits from it.

What to de-risk before you build to this: whether your own clients will fund PSA control cells at any price. If they won't, the whole efficiency narrative is theory. Run one paid incrementality cell with a real budget this quarter. If you can't sell it, you have your answer about the mid-market thesis.


Prediction: Blended programmatic take rates will still sit at or above 20% at the end of Q1 2027 earnings season, not the 15 to 18% Heimlich forecasts, because no major SSP or DSP will publicly cut its fee schedule to 6% within that window.

Confidence: Medium. Incumbents defend margin, and the 6% call comes from sellers of the thesis.

Why: The compression case rests on Casale's on-record 6% SSP claim plus a matching 6% buy-side assumption, but a public claim about where fees are "going" is not a rate card, and the people forecasting it either benefit from the narrative or are describing their own margin cut. Vendors do not volunteer to halve their own take without a competitive gun to their head, and the only gun in the room, Google's rumored flat-10% product, is not yet shipping at scale. The opposite outcome, sudden compression to the mid-teens, would require multiple public companies to announce fee cuts against their own P&L inside two quarters, which nothing in this episode shows is underway.

Revisit by 2027-05-15: We're right if no top-five SSP or DSP has published a headline take rate at or below 6%, and blended programmatic fees remain at or above 20% per third-party estimates. We're wrong if two or more major platforms cut disclosed fees to the 6% range and blended take drops below 18%.

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