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Why Agentic AI Success Depends on Longevity, Not Just Launch 

March 9, 2026

Picture a typical moment inside an AdTech team after launching a new AI-powered campaign system. The dashboards look promising. The leadership is thrilled with the deployment; the product teams move on to the next feature, and everyone is aware of it.   However, three months later, the true test of whether the system is still learning and improving begins to emerge….

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The Cross-Screen Demand Engine: Essential Tools for Leaders Using AI   

March 4, 2026

Your dashboard shows strong website traffic from a recent LinkedIn campaign. At the same time, your paid ads are driving clicks from your mobile. Sales reports that prospects are “aware” but not ready to talk. On paper, demand looks healthy. It feels fragmented.     This is where the idea of a cross-screen demand engine becomes essential. AI helps unify signals…

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The AI-Driven Performance Metrics That Reveal Cross-Screen Demand 

February 23, 2026

A marketing team reviews its quarterly dashboard. The analytics looks great, yet pipeline growth feels slower than expected. Leaders ask a simple question: where is the real demand coming from? The answer is not clear. Buyers move across multiple platforms which traditional reports cannot capture as signals. As a result, teams see activity, but not true intent.       Cross-screen…

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What Teams Get Wrong in Cross-Screen Attribution and How AI Fixes It    

February 23, 2026

A marketing team reviews its quarterly dashboard. Mobile ads show strong engagement. Desktop campaigns look steady. CTV spend seems promising. Yet revenue growth feels slower than expected. Sales says the pipeline is uneven. Finance questions the return on media spend. Everyone is looking at data, but no one sees the full journey.    The problem is not a lack…

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Agentic AI | Programmatic Advertising - ADTechEdge.com

Agentic AI in Programmatic Advertising: What’s Real, What’s Shipping, and What Actually Matters

January 29, 2026

Agentic AI has quickly become one of the most overused terms in advertising technology. Every platform now claims to offer “agents,” “autonomous buying,” or “AI-driven orchestration.” Much of that is marketing. But beneath the noise, a real shift is underway. Programmatic advertising is moving—from AI as a co-pilot to AI as an operator. Not universally. Not all at once. And…

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AdTech + Martech: How AI Systems Power Cross-Screen Customer Journeys  

December 15, 2025

A potential buyer is reading an industry newsletter on her tablet. Later, she scrolls through LinkedIn on her phone and sees a product demo clip from the same brand. She switches to her smart TV, where a personalized OTT ad reinforces the message. The seamless sequence results from AdTech and Martech orchestrating a unified cross-screen…

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First-Party Data as Fuel: Rebuilding AI-Driven Cross-Screen Targeting 

December 9, 2025

A consumer browses reels on her phone, streams a new series on her CTV, and later compares product reviews on her laptop before finally purchasing a tablet. This journey captures the reality of today’s cross-screen world. For brands, this is a fundamental rewrite of how attention is earned, measured, and converted. And in a privacy-first…

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How AI Closes the Gaps in Cross-Screen Ad Spend   

December 2, 2025

Your brand launches an omnichannel marketing campaign across streaming platforms, but when the quarter closes, conversions haven’t moved. The CFO asks, “Where did the ad spend actually work?” and the marketing team struggles to connect the dots.  Cross-screen advertising is a fragmented journey. AI steps in, not as another solution, but as the connective tissue…

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Why Retail Media KPIs Still Don’t Match Brand Objectives 

December 2, 2025

Your brand invests heavily in a retail media network, launches ads across premium placements, and monitors the dashboard to see impressive click-through rates and sales. But when your quarterly brand tracker rolls in, awareness hasn’t moved, consideration is flat, and long-term preference is lost. Advertisers have realized that retail media KPIs still don’t fully capture…

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