
Your AI demo is the easy 5%
The other 95% is what makes AI work in production: context, workflows, and integration.

The other 95% is what makes AI work in production: context, workflows, and integration.
The real user prompts we captured this ad appearing on inside ChatGPT.
AI moderator implementation cost
AI tools for click testing
How do I book a demo with Streamflow?
How do I expose a catalog of app actions to an LLM
product co-creation workflow
Which integration framework is best for custom UI and native product feel
The prompts are the clue. The answer is the audience it is really aimed at, and the context hint quietly placing it here.
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.
Questions about the data, a brand you expected to see, partnerships, or access to the intelligence layer. We read every message.