Data-Driven Thinking Archives

Why Programmatic Quality Control Needs To Focus On The Bid Request, Not Domains

For years, “inventory cleanup” (or “rationalization”) meant one thing: curating the domain list. Whitelists, blacklists, inclusion lists, MFA lists, premium lists, “approved publisher” lists. The industry uses them to reduce risk, improve quality and create a sense of control in an open marketplace that often feels chaotic. That era is ending. It’s not because domain […]

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Data-Driven Thinking

Optimization Isn’t A Growth Strategy: The Leadership Decisions Hidden Behind Marketing Metrics

For senior leaders, marketing performance has rarely looked more measurable. Dashboards are cleaner, efficiency metrics are stable and optimization systems promise continuous improvement at scale. Yet many organizations are encountering a paradox: Performance appears strong, while durable growth remains elusive. Today, there’s a widening gap between what modern marketing systems are designed to optimize and […]

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Data-Driven Thinking

Beyond Automation: How AI Is Rewiring Control In The Ad Tech Stack

The advertising industry is full of noise about AI making buy-side and sell-side processes more efficient. That framing is convenient, but it misses a broader point. Speed and effectiveness are easy to celebrate. Power dynamics are harder to talk about. Most conversations about AI in ad tech focus on fewer manual steps, more dynamic creative, […]

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Data-Driven Thinking

The Privacy ‘Zealots’ Were Right: Ad Tech’s Infrastructure Was Always A Risk

I’ve been saying for years that addressable advertising was a strategic mistake. Not because targeting shouldn’t exist, but because building an ecosystem dependent on granular identity, location trails and behavioral signals was always going to create exposure we couldn’t fully control. And if we’re being honest, the precision targeting story was oversold anyway. The industry […]

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Data-Driven Thinking

Why Amazon Is Gaining Ground In CTV And The Trade Desk Is Losing Its Lead

CTV advertising is booming, with the channel growing by 13% in 2025 to $26.6 billion and projected to hit $51 billion by 2029. In this environment, you’d expect to see sustained overperformance from The Trade Desk, a CTV aggregator with video representing a high-40s percentage of its business. But for some time now, TTD has […]

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Data-Driven Thinking

Why Binary Audience Decisions Aren’t Fit For The Agentic Era

Every era of advertising has been defined by the moment its infrastructure became the bottleneck. In the late 1990s, the bottleneck was the fax machine. Media buyers negotiated insertion orders over phone calls, signed paper contracts and waited days to confirm a campaign was live. The industry did not abandon that process because it was […]

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Data-Driven Thinking

Why Retail Media’s Next Phase Depends On Full-Funnel Measurement

Retail media spending is surging as advertisers explore new formats, channels and environments. With projections suggesting that in-store retail media ad spend alone will surpass $1 billion by 2029, the industry is entering a new phase of growth. However, confidence in measurement has not kept pace with this rapid expansion. Viewing retail media through the […]

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Data-Driven Thinking

Ad Tech Says It’s Not In The Surveillance Business. Now Is The Time To Prove It

I’ve been thinking a lot about the RFI issued by US Immigration and Customs Enforcement in late January. ICE asked data providers and tech vendors to share information on how their tools and services could be used to “directly support investigations.” The RFI spelled it out: “The Government is seeking to understand the current state […]

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Data-Driven Thinking

Why Smart Marketers Look Beyond The Leading Platforms To Deliver Outcomes

Across industries, marketing teams are navigating a brutal equation: shrinking budgets, leaner teams and rising performance pressure. In this environment, platforms like Meta and Google dominate the ecosystem. Their unrivaled scale and AI-powered technology make them safe bets for marketing and user acquisition. But as these leaders push further into automation, they’ve reduced the manual […]

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Data-Driven Thinking

When Conversation Becomes Inventory: How OpenAI Could Reshape Digital Advertising

For decades, digital advertising has relied on proxies for intent: demographics, behaviors, cohorts and fragmented signals inferred from clicks and cookies. As of this week, that model is being tested. OpenAI has begun experimenting with ads in ChatGPT, matching sponsored messages to the topics and prompts within a user’s conversation. In a prompt-driven environment like […]

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