https://cognaptus.com/tags/marketing-ai/ Recent content in Marketing AI on Cognaptus Hugo -- 0.145.0 en-us Thu, 25 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-25-personas-panels-and-the-illusion-of-free-ab-tests/ Thu, 25 Dec 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-12-25-personas-panels-and-the-illusion-of-free-ab-tests/ A practical reading of when LLM persona panels can replace field experiments for method benchmarking—and when they merely create cheaper noise.