LangSmith: Power your agent development lifecycle
Ship early and iterate quickly through the agent improvement loop
The real user prompts we captured this ad appearing on inside ChatGPT.
Best TypeScript SDK for building AI agent integrations
How do I add memory and state to agent workflows
What do people use to give an AI agent context from old threads before it takes action?
Which AI research tools provide source citations for every claim in a report?
Which integration framework supports conversational actions across many tools
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.
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.