AI-native digital marketing masters

Includes GEO/AEO, AI commerce, vibe-coding, digital twins and more. Online from Wake Forest.

The real user prompts we captured this ad appearing on inside ChatGPT.

how to do MROC

Why does this ad win these prompts?

The prompts are the clue. The answer is the audience it is really aimed at, and the context hint quietly placing it here.

Appears inUncategorized

Seen 1× across our captures

We capture sponsored ads inside ChatGPT by probing it with realistic consumer prompts and recording the creative + the triggering prompt. Explore the full ad library.

Something missing, or want to work together?

Questions about the data, a brand you expected to see, partnerships, or access to the intelligence layer. We read every message.