Does AI Have Taste? with Catrina McAuliffe

Aug 18, 2026 · 28m 25s
Does AI Have Taste? with Catrina McAuliffe
Description

AI and human evaluators rated the same 20 ad concepts within 0.2 points of each other, across nearly every dimension. So can a machine really judge great creative? This week,...

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AI and human evaluators rated the same 20 ad concepts within 0.2 points of each other, across nearly every dimension. So can a machine really judge great creative?

This week, Elena and Rob are joined by SVP Brand Strategy Catrina McAuliffe to unpack Marketing Architects' new seven-criteria framework for creative quality. Catrina shares how the framework was built, how it held up against 500 marketing and creative pros, and where AI still falls short. Marketers will get a clearer sense of when to trust AI's creative feedback, and when human debate still wins.

Topics covered: 
[01:00] The seven-criteria framework for creative quality 

[09:00] Testing the framework against 500 marketing and creative pros 

[11:00] AI and human scores landed within point-two of each other 

[13:00] Does AI push ideas toward safe, average creative? 

[15:00] How the framework differs from ScriptSooth pretesting 

[16:00] Using AI to sharpen writers, not replace them 

[22:00] Where pretesting and the framework each fit in 

 


To learn more, visit marketingarchitects.com/podcast or subscribe to our newsletter at marketingarchitects.com/newsletter. 
 

Resources: 
2026 Marketing Architects Research Press Release: https://marketingarchitects.com/blog/marketing-architects-research-gives-humans-and-ai-a-shared-language-for-creative-quality
 

Get more research-backed marketing strategies by subscribing to The Marketing Architects on Apple Podcasts, Spotify, or wherever you listen to podcasts.
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Author Marketing Architects
Organization Aiyanna
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