Data-Driven Thinking Archives | AdExchanger https://www.adexchanger.com/category/data-driven-thinking/ News and Views on Data-Driven Digital Advertising and Marketing Tue, 27 Jan 2026 20:10:01 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://www.adexchanger.com/wp-content/uploads/2023/12/cropped-adx-icon-1-32x32.png Data-Driven Thinking Archives | AdExchanger https://www.adexchanger.com/category/data-driven-thinking/ 32 32 What Meta’s Andromeda Update Actually Changes – And What It Doesn’t https://www.adexchanger.com/data-driven-thinking/what-metas-andromeda-update-actually-changes-and-what-it-doesnt/ https://www.adexchanger.com/data-driven-thinking/what-metas-andromeda-update-actually-changes-and-what-it-doesnt/#respond Wed, 28 Jan 2026 05:35:00 +0000 https://www.adexchanger.com/?p=450885 The recent Andromeda update, the fastest and most advanced iteration to date of Meta’s ad-retrieval system, has dramatically changed the rhythm of Meta Ads. Delivery cycles are faster, creative gets picked up and exhausted with remarkable speed, and optimization feels more dynamic than ever.  But this increased velocity has also introduced confusion. Many advertisers assume […]

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The AdCP Hype Problem: Why Standardized AI Workflows Don’t Equal Better Media Outcomes https://www.adexchanger.com/data-driven-thinking/the-adcp-hype-problem-why-standardized-ai-workflows-dont-equal-better-media-outcomes/ https://www.adexchanger.com/data-driven-thinking/the-adcp-hype-problem-why-standardized-ai-workflows-dont-equal-better-media-outcomes/#respond Mon, 26 Jan 2026 05:35:33 +0000 https://www.adexchanger.com/?p=450750 If you are feeling pressure to “do something” about Ad Context Protocol, you are not alone. Since its launch a few months ago, AdCP has been framed as a foundational step toward an “agentic” future, one where AI systems plan, execute and optimize media buys without human hand-holding. It is a compelling vision, but one […]

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Privacy Enforcement Crossed A Line In 2025 – And There’s No Going Back https://www.adexchanger.com/data-driven-thinking/privacy-enforcement-crossed-a-line-in-2025-and-theres-no-going-back/ https://www.adexchanger.com/data-driven-thinking/privacy-enforcement-crossed-a-line-in-2025-and-theres-no-going-back/#respond Thu, 22 Jan 2026 05:35:34 +0000 https://www.adexchanger.com/?p=450310 For most of the last decade, privacy compliance lived in a gray zone. Companies could point to a cookie banner, update a policy and reasonably believe they were doing enough.  In 2025, that gray zone disappeared. What changed was not the sudden arrival of a sweeping new law, but the scale and seriousness of enforcement. […]

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Goodbye, Outcomes Era? Nah. In 2026, It’s Picking Up Steam https://www.adexchanger.com/data-driven-thinking/goodbye-outcomes-era-nah-in-2026-its-picking-up-steam/ Wed, 14 Jan 2026 05:35:26 +0000 https://www.adexchanger.com/?p=450199 Since I coined the term “Outcomes Era” in November 2024, it’s drawn both fervent support and sharp criticism. Companies like Viant, tvScientific, Permutive and Chalice have adopted it. Industry figures such as Terry Kawaja have used it to frame the ad tech moment. Others, however, argue the Outcomes Era is already fading. But the evidence […]

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Ad Tech Doesn’t Just Have A Transparency Problem. It Has A Courage Problem https://www.adexchanger.com/data-driven-thinking/ad-tech-doesnt-just-have-a-transparency-problem-it-has-a-courage-problem/ Mon, 12 Jan 2026 05:35:27 +0000 https://www.adexchanger.com/?p=450035 What type of leadership and attitude do we need to innovate in digital advertising and ad tech?  We work in a highly polarized industry where our methods of tackling fraud and providing transparency are shaped by conflicting and self-interested business models. And the industry leaders who loudly and publicly advocate for their interests seem to […]

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Your ‘First Of Its Kind’ AI Platform Probably Isn’t The First – And You Don’t Have To Pretend It Is https://www.adexchanger.com/data-driven-thinking/your-first-of-its-kind-ai-platform-probably-isnt-the-first-and-you-dont-have-to-pretend-it-is/ Thu, 08 Jan 2026 06:00:07 +0000 https://www.adexchanger.com/?p=449585 Don't ask whether any other company has created a similar product to yours; the answer is probably yes. But there are other ways to stand out.

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When The Last Click Disappears: How AI Shopping Breaks Attribution And Rejuvenates Brand-Building https://www.adexchanger.com/data-driven-thinking/when-the-last-click-disappears-how-ai-shopping-breaks-attribution-and-rejuvenates-brand-building/ Mon, 15 Dec 2025 05:35:29 +0000 https://www.adexchanger.com/?p=448337 For the past three decades, most of digital advertising has revolved around one obsession: performance. Marketers leaned on channels that could prove conversions: search ads, programmatic retargeting and affiliate links. A purchase trackable to a click was gold. Multi-touch attribution (MTA) models thrived. Conversely, brand-building was often dismissed as harder to justify next to the […]

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How To Tell If An AI Vendor Will Still Matter In Two Years https://www.adexchanger.com/data-driven-thinking/how-to-tell-if-an-ai-vendor-will-still-matter-in-two-years/ Wed, 10 Dec 2025 05:35:52 +0000 https://www.adexchanger.com/?p=448083 Remember the Cinnamon Challenge, when people filmed themselves trying to swallow a spoonful of ground cinnamon in under a minute?  For a short window in the early 2010s, it was everywhere – until it was gone. Now, it’s mostly remembered as one of those “What were we doing?” internet moments. And don’t get me started […]

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AI Is Bringing MFA To Social Media. Here’s How Advertisers Can Avoid It https://www.adexchanger.com/data-driven-thinking/ai-is-bringing-mfa-to-social-media-heres-how-advertisers-can-avoid-it/ Mon, 08 Dec 2025 05:35:49 +0000 https://www.adexchanger.com/?p=448002 AI has changed content creation overnight. What once required time, skill or a production budget can now be spun up in seconds.  That’s led to an explosion of low-quality, made-for-advertising (MFA) content, not just across obscure websites but on social platforms like TikTok, YouTube and Meta.  For years, MFA was a mostly web-based problem: cheap, […]

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Broadsign’s Big Move Isn’t The Endgame. It’s The Opening Gambit https://www.adexchanger.com/data-driven-thinking/broadsigns-big-move-isnt-the-endgame-its-the-opening-gambit/ Wed, 03 Dec 2025 05:35:29 +0000 https://www.adexchanger.com/?p=447780 Broadsign’s acquisition of Place Exchange last week is a defining moment for programmatic out-of-home (OOH).  But it is not the endgame; it is merely the setup. The OOH stack is being rebuilt from the inside out. The final owner is not yet in the room. When you look at the sequence of recent deals, the […]

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