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Tracks/CMO Track/MarTech & data/Cookieless & data clean rooms/Cookieless & data clean rooms: foundations & core concepts
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Cookieless & data clean rooms

1Cookieless & data clean rooms: foundations & core concepts+1003Cookieless & data clean rooms: real-world application+1004CMO playbook & advanced tactics for cookieless & data clean rooms+100

Cookieless & data clean rooms: foundations & core concepts

If you are still running your attributionattributionA framework for assigning credit to the touchpoints that contributed to a conversion, so you can measure which channels and interactions actually drive results.View full definition →, retargetingretargetingShowing ads to users who have previously visited your site or interacted with your brand, to bring them back and drive conversion.View full definition →, and audience segmentation on third-party cookies, you are building on a foundation that is actively being demolished. Google delayed full cookie deprecation in Chrome multiple times, but the direction is irreversible. Apple already killed cross-app tracking with ATT in 2021, wiping out an estimated 60 to 70 percent of Facebook's mobile ad signal overnight according to Lotame's analysis. The CMOs who will own the next decade of performance marketing are the ones who understand what replaces cookies, and data clean rooms are the most important infrastructure piece in that answer.

segmentation
Dividing a market into distinct groups of customers who share similar needs, characteristics or behaviours, so each group can be served with a tailored approach.
View full definition →

What are we actually talking about?

A third-party cookie is a small tracking file dropped by an external domain, not the website you are visiting, onto a user's browser. Advertisers used these for decades to follow users across the web, build behavioral profiles, and retarget. When someone visits Nike.com and then sees a Nike ad on ESPN.com, that was a third-party cookie doing its job.

Cookie deprecation means browsers are blocking or will block these files. Safari and Firefox already block them by default. Chrome, which holds roughly 65 percent of global browser market sharemarket shareThe percentage of total industry sales your company captures in a given period. It measures competitive position relative to rivals in a defined market.View full definition →, is in the process of phasing them out through Google's Privacy Sandbox initiative.

A data clean room is an encrypted, privacy-safe environment where two parties, typically a brand and a media platform, can match their first-party datafirst-party dataData collected directly from your own customers and prospects through your own channels: your most reliable and privacy-compliant source.View full definition → sets without either party ever seeing the other's raw customer records. Think of it as a vault where both parties slide their data in, the math happens inside, and only aggregated, anonymized insights come out. No raw emails, no device IDs, no PII exposed.

Four sub-concepts every CMO must internalize

1. first-party datafirst-party dataData collected directly from your own customers and prospects through your own channels: your most reliable and privacy-compliant source.View full definition → is now competitive infrastructure

First-party dataFirst-party dataData collected directly from your own customers and prospects through your own channels: your most reliable and privacy-compliant source.View full definition → is information you collect directly from your customers with their explicit consent: purchase history, email opens, loyalty program behavior, on-site browsing. This is data you own. It does not disappear when Chrome updates its settings.

Retailer Kroger built its 84.51 retail data subsidiary into a $1 billion-plus business by monetizing its first-party loyalty card data across 60 million households. That data asset did not exist because of third-party cookies. It existed because Kroger gave customers a reason to identify themselves at checkout for 30 years.

2. identity resolution: the glue layer

Without a cookie linking a user's sessions, you need another way to recognize the same person across touchpoints. Identity resolution is the process of matching signals like hashed email addresses, phone numbers, or device IDs into a single persistent customer profile.

LiveRamp's RampID and The Trade Desk's Unified ID 2.0 (UID2) are the two dominant identity solutions right now. UID2 works by taking a hashed, encrypted version of a user's email address when they log in somewhere, like a publisher or retailer, and using that as the targeting signal instead of a cookie. Walmart, Albertsons, and Walgreens have all integrated UID2 into their retail media networks.

3. data clean rooms: the mechanics

The major platforms all have their own clean room products. Google has Ads Data Hub. Amazon has AWS Clean Rooms. Meta has Advanced Analytics. Snowflake and Habu have built neutral, multi-party clean room infrastructure that brands can use to connect with multiple partners without being locked into one walled garden.

Here is a concrete example of what a query inside a clean room actually does: a CPG brand uploads its CRMCRMCustomer Relationship Management: software and strategy to manage and analyse customer interactions throughout their lifecycle.View full definition → list of 2 million customers as hashed emails. A retailer uploads its transaction data the same way. Inside the clean room, the system matches overlapping customers and outputs a report showing what percentage of the brand's CRMCRMCustomer Relationship Management: software and strategy to manage and analyse customer interactions throughout their lifecycle.View full definition → buyers also purchased from the retailer's private label, and at what frequency. Neither party ever sees the other's raw list. The minimum cohort size is usually set at 50 or 100 users to prevent reverse engineering individual records.

4. contextual targeting as a parallel strategy

Contextual targeting means placing ads based on the content of the page, not the behavioral history of the user. Someone reading a trail running article on Outside Magazine gets shown trail shoe ads. No user data required.

This is not new technology. It is old technology getting a serious second look. Zeta Global reported in 2023 that contextual campaigns were achieving click-through rates within 15 percent of cookie-based behavioral targeting for certain categories, particularly automotive and travel.

How Data Clean Rooms Work

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Real-world cases with actual numbers

Unilever and Google ads data hub

Unilever ran a clean room pilot with Google Ads Data Hub in 2022 across their personal care portfolio. The goal was to measure true incrementality of YouTube campaigns without relying on third-party attributionattributionA framework for assigning credit to the touchpoints that contributed to a conversion, so you can measure which channels and interactions actually drive results.View full definition →. The result was a 30 percent reduction in wasted ad spend by identifying audience overlap across campaigns that legacy attributionattributionA framework for assigning credit to the touchpoints that contributed to a conversion, so you can measure which channels and interactions actually drive results.View full definition → had been double-counting. This was reported in Google's Think with Google case study library.

Nbcuniversal's audience insights platform

NBCUniversal built its own clean room infrastructure called One Platform Data, allowing advertisers to match their CRMCRMCustomer Relationship Management: software and strategy to manage and analyse customer interactions throughout their lifecycle.View full definition → data against NBC's 60 million first-party logged-in viewers across Peacock and broadcast properties. During the 2023 upfronts, NBCU reported that advertisers using clean room matching achieved 40 percent better audience accuracy versus contextual alone. This directly influenced how companies like Progressive Insurance and Home Depot allocated their upfront TV budgets.

The trade desk and albertsons media collective

Albertsons connected its loyalty card data, covering 30 million households and $70 billion in annual transaction data, to The Trade Desk's UID2 infrastructure. Brands like Kraft Heinz could now buy programmatic media and close the loop on actual in-store sales without any third-party cookies involved. Albertsons reported a 4x improvement in measurement accuracy for CPG brands running through this system in their 2023 investor materials.

The Future of Digital Advertising Without Cookies

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CMO action items

  • Audit your first-party datafirst-party dataData collected directly from your own customers and prospects through your own channels: your most reliable and privacy-compliant source.View full definition → maturity before any clean room conversation. If you cannot tell your CDO exactly how many authenticated, consent-verified customer records you hold and what signals those records carry, you are not ready to negotiate with a media partner on clean room terms. Start with a data inventory sprint before Q4.
  • Require your media agencies to present UID2 or RampID adoption rates for every programmatic partner they are recommending in your media plan. Any DSP or SSP that cannot tell you their identity coverage percentage is a risk you are buying blind.
  • Run one clean room pilot with a retail media partner in the next 90 days. Even a small test connecting your CRMCRMCustomer Relationship Management: software and strategy to manage and analyse customer interactions throughout their lifecycle.View full definition → to a retailer's transaction data will teach your team more about the mechanics, the legal agreements, and the data readiness gaps than any vendor presentation ever will.

Common mistakes that kill results

  • Treating the clean room as a technology purchase instead of a data partnership. The technology is relatively commoditized at this point. The value is in the data overlap between you and your partner. Brands that sign up for Habu or Snowflake without first identifying which partner's data they want to match against are paying for an empty vault.
  • Skipping the legal layer. Every clean room activation requires a data processing agreement, a clean room terms of service, and in many cases an update to your privacy policy and consent management platform. Procter and Gamble's legal team took 14 weeks to approve their first Ads Data Hub pilot because the contracts were not started until after the technical integration was done. Start legal in parallel with technical setup.
  • Using clean rooms only for measurement and ignoring activation. Most brands use clean rooms to answer questions about past campaign performance. The advanced move is to use the insights to build suppression lists, lookalike seeds, or custom audience segmentssegmentsDividing a market into distinct groups of customers who share similar needs, characteristics or behaviours, so each group can be served with a tailored approach.View full definition → that feed directly into your next campaign buy. Measurement without activation is reporting. Measurement plus activation is competitive advantagecompetitive advantageA lasting edge over competitors: a resource, capability or position they cannot easily replicate, letting a firm earn above-average returns over time.View full definition →.

Resources

  • 🔗
    IAB Tech Lab: Seller Defined Audiences & Privacy Sandbox Overview

    The IAB Tech Lab's official documentation on Privacy Sandbox proposals, UID2 technical specs, and seller-defined audience standards, essential reading before any agency or vendor negotiation.

  • 🔗
    Think with Google: Ads Data Hub Case Studies

    Google's curated library of real advertiser case studies using Ads Data Hub, including methodology breakdowns and reported lift metrics from brands like Unilever and L'Oreal.

What to do, from this lesson

These actions are compiled in the role's Playbook.

  • Run a clean room pilot with a retail partner within 90 days
  • Start legal and consent review in parallel with clean room technical setup
See the full action playbook →

Next

Cookieless & data clean rooms: real-world application