Why media mix modeling is becoming essential for predictive ROAS measurement

Gary Danks, GM, AIM by Kochava

For years, app marketers have leaned heavily on last-touch attribution as the foundation of their measurement strategy. It’s fast, familiar and baked into most performance workflows. But as privacy regulations expand, identifiers disappear and user journeys grow more nonlinear, last-touch attribution’s blind spots are becoming impossible to ignore.

The challenge isn’t that last-touch attribution is wrong; it’s that it’s incomplete. And incomplete measurement inevitably leads to incomplete investment decisions. That doesn’t mean that today’s most effective marketers are abandoning last-touch attribution; they’re pairing it with next-generation media mix modeling to create a more comprehensive, privacy-safe and predictive approach for measuring return on ad spend. MMM doesn’t replace the tactical value of last-touch attribution. It fills in the gaps by capturing the full-funnel impact that the latter routinely overlooks. As mobile marketing accelerates into a privacy-centric future, this combined approach is quickly becoming the new baseline for comprehensively measuring media effectiveness.

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‘This isn’t the old pre-roll world’: YouTube has been talking TV — now it’s selling that way

YouTube has been chasing TV ad budgets for years. What’s changed recently is the approach.

Marketers who’ve sat through recent pitches say the difference is clear. The VIP packages, sold both directly to advertisers and through agencies, are built around spend thresholds. The more an advertiser commits, the more they unlock – credits, price discounts and access to higher tiers of creators. The specifics of those incentives and tiers, however, remain under wraps. 

What stands out though is who YouTube is aiming these deals at. The pitch is landing squarely on TV advertisers – buyers used to making larger commitments in exchange for better access, sharper pricing and a more predictable schedule. Appropriately enough, YouTube has dubbed it the VIP (Video Incentives Program) program.

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