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Chronicles

The story behind the story

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Marketers are reacting to privacy laws and Big Tech policy changes with quizzes and other events to collect their own customer info and build detailed profiles

Suzanne Vranica / Wall Street Journal :

Wall Street Journal Suzanne Vranica

Context & Ripple Effects

The quiz has come full circle. Cambridge Analytica built voter psychographics from Facebook personality quizzes back in 2016 (personality-quiz profiling), a scandal that helped trigger both the regulatory wave and the advertiser exodus from platforms. Now the Wall Street Journal reports mainstream marketers are adopting the same interactive format — but pointed inward, at their own customers.

The pressure is two-sided: privacy laws have already forced transparency downstream, with brokers like Sift and Kustomer sharing lifetime-value estimates with the customers they profile, while Madison Avenue's long-running revolt against the Facebook-Google duopoly left brands wary of renting their audience data from platforms that keep changing the rules.

First-order effects

  • Marketers regain direct ownership of customer profiles — names, preferences, behavioral signals collected via quizzes and events sit in brand-owned databases instead of platform walled gardens, insulating targeting budgets from each new Big Tech policy change.
  • Consumers face a trade shift: instead of passive third-party tracking of the kind mapped in the pizza-and-movie-night data breakdown, they are actively prompted to volunteer information in exchange for quiz results or event access.

Second-order effects

  • Facebook and Google lose incremental targeting signal as brands divert engagement spend toward owned-channel data collection, sharpening the duopoly-versus-Madison-Avenue conflict over who controls audience insight.
  • Vendors supplying quiz, survey, and event-capture tooling become a new layer in the ad-tech stack, competing with the data brokers whose profiling-as-a-service model privacy laws have already disrupted.

Third-order effects

  • If the pattern holds, profiling migrates from covert inference to consented disclosure — the psychological-profiling playbook refined by political data firms gets rebuilt on opt-in foundations, which may satisfy regulators while preserving the underlying practice of granular consumer segmentation.
  • Industry structure tilts toward brands as data owners: the more first-party collection scales, the less pricing power intermediaries — platforms and brokers alike — retain over the same audiences.

The trend: Privacy regulation and platform policy shifts are pushing marketing from rented third-party tracking toward consented first-party data collection, with the quiz — once a profiling weapon — repurposed as the collection mechanism.

Discussion

  • @angelazhanghk Angela Zhang on x
    This will soon come to China, as China's data authorities are forcing firms to ask for consumers' consent for turning on the personalization and recommendation functions in their smartphones. https://www.wsj.com/... via @WSJ
  • @samschech Sam Schechner on x
    Important @VranicaWSJ story about how the push for more online privacy is pushing big marketers to try *themselves* to collect and use more data on their customers. https://www.wsj.com/...
  • @jbflint Joe Flint on x
    Someone will always find a way to spy. From @VranicaWSJ As Apple and Google step up privacy protections, marketers are rushing to gather personal information and build their own customer profiles. https://www.wsj.com/... via @WSJ
  • @digitalshields Mike Shields on x
    How badly do brands want first-party data? Molson has conducted more than 300 data-collection efforts this year alone. So many good anecdotes in this @VranicaWSJ post on the race for customer data https://www.wsj.com/...
  • @sarah_sprague Sarah Sprague on x
    Trying to wrap my brain around Chili's having customer data on 100M people, 50M in their loyalty program 50M not in program. Basically 1/3 of the American for scale. https://www.wsj.com/...
  • @antoniogm @antoniogm on x
    Advertising...finds a way. https://www.wsj.com/...
  • @hypervisible @hypervisible on x
    Companies are investing in a variety of schemes to continue getting that sweet, sweet, consumer data. https://www.wsj.com/...