
Episode 156: Does quality really matter? Erez Levin weighs in
1/16/2026
0:00
51:35
Ari Paparo and Eric Franchi are joined by Erez Levin, a former Googler who focuses on media and inventory quality. They dig into what “quality” really means in programmatic advertising, why short-term outcomes can be misleading, and how incentive structures have pushed spend toward lower-value impressions.
Takeaways
Quality is best understood through effectiveness, but most measurement overweights short-term signals.
“Not all impressions are created equal.” quality varies by context, format, and goal.
Video definition loopholes led to premium pricing for lower-attention formats and contributed to market confusion.
MFA, SPO, and curation are connected symptoms of incentives that reward cheap scale and vanity metrics.
Verification helps, but quality needs to be addressed across the full media workflow, including experimentation and MMM.
Agentic buying could either improve quality controls or make it easier to optimize only to what’s measurable in the near term.
Publisher traffic declines reinforce the difference between commoditized content and differentiated journalism or creator-led media.
Chapters
00:00 Welcome and introduction to media quality
01:29 Marketecture Live updates and announcements
04:18 Erez Levin on why advertising quality matters
06:00 Defining quality vs outcomes in digital advertising
08:30 Brand impact, long-term effectiveness, and mental availability
09:43 Lessons from Google AdX and DV360
10:58 Video misclassification, IAB definitions, and market fallout
14:03 Outstream video, pricing, and mobile gaming use cases
17:00 MFA, SPO, and the real causes of inventory quality problems
19:03 Tools, verification, and the role of measurement frameworks
20:30 Agentic buying, AI, and control over media quality
22:41 AI news: Google UCP, AdCP, and agentic commerce
30:13 Apple, Siri, and Google Gemini’s implications
34:16 Publisher traffic decline and the future of content
36:23 Agentic buying vs RTB and portfolio theory
42:34 AppleCart funding and influence-based advertising
45:04 Liftoff IPO filing and the mobile ad tech landscape
47:57 Google antitrust lawsuits update
49:03 Closing thoughts and wrap-up
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