meta ads sauce but the strategies get increasingly more niche
Mark discusses how to diagnose profitability issues in Facebook ads by identifying constraints between creative problems and funnel problems, then explains how the Andromeda algorithm update changed creative strategy to require high-volume diverse concepts rather than minor variations, and finally covers why winning ads eventually lose performance and how media buying and funnel optimization can extend their profitability.
Summary
The speaker begins by emphasizing that ads fail due to either creative or funnel issues, not both simultaneously. He establishes key performance indicators: CTR of 3-4% minimum (5-6% for native statics), CPC under $1.50 for US traffic, and specific conversion funnel metrics like 10% add-to-cart rate and 30% add-to-cart-to-purchase rate. He warns that good ad metrics can mask bad traffic quality—high engagement doesn't equal sales.
The core argument centers on Facebook's Andromeda algorithm update, which changed how Meta retrieves and ranks ads from 10+ million daily submissions. Previously, the system evaluated each creative individually, allowing success through shotgun testing of minor variations (hooks, scroll stoppers, etc.). Andromeda instead groups similar creatives into containers and grades them collectively, making this approach wasteful. The speaker attributes this change to AI-generated content flooding the platform, forcing Meta to build more sophisticated filtering.
In response, the speaker recommends flipping the traditional 80/20 creative strategy: instead of 80% variations and 20% new concepts, he now advocates 80% new concepts and 20% variations. New concepts include different formats (long-form video, UGC, static, podcast), different customer archetypes, and different angles of persuasion—anything substantially different from existing ads. This aligns with his 'quantum leaps' philosophy: breaking scaling ceilings requires testing drastic changes, not micro-optimizations.
The speaker also covers funnel diagnostics, emphasizing that landing page load speed (under 3 seconds) is critical, and that conversion rate alone doesn't diagnose problems—specific metrics like add-to-cart rate and add-to-cart-to-purchase rate pinpoint breakdowns. He concludes by explaining that all winning creatives have spend caps determined by market saturation, but multiple recovery methods exist: new campaign structures, new audiences, creative groupings, different funnels, and improved unit economics.
Key Insights
- Facebook's Andromeda update groups similar creative variations into single containers and grades them collectively rather than individually, making minor hook/scroll stopper variations ineffective for scaling.
- High ad metrics (CTR, engagement) can mask poor traffic quality when creatives attract unqualified audiences through misleading messaging, resulting in low conversion rates despite strong engagement.
- The optimal creative strategy has inverted from 80% variations/20% new concepts to 80% new concepts/20% variations due to how Andromeda evaluates ads in the retrieval process.
- Every winning creative has a spend capacity limit determined by market saturation, but this limit can be extended through media buying strategies (campaign structures, audience targeting, creative groupings) and funnel testing rather than abandoning the creative.
- Conversion rate functions as a diagnostic indicator ('check engine light') rather than a root cause identifier; specific sub-metrics like add-to-cart rate and add-to-cart-to-purchase rate reveal whether problems originate in traffic quality or funnel design.
Topics
Transcript
[0:00] Your creatives are [ __ ] Reason number two, I hope you're taking notes, your creatives are [ __ ] And then reason number three is, you guessed it, your creatives are [ __ ] I'm going to try to make this as, you know, impactful as possible because it's one thing for me to say your creatives are [ __ ] but what do you do about that? So, this is the issue with, you know, kind of a linear way of thinking about how to diagnose why your ads in general are not profitable. Way back in the day, uh, literally when I was like when I was in college, I would listen to the mentorship program…
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