The real user prompts we captured this ad appearing on inside ChatGPT.
aws memorydb for redis vs pinecone for ai agent context windows
cheapest vector store for production ai agent context retrieval
how do I add persistent memory to an AI agent so it remembers past conversations
postgres pgvector vs pinecone for production rag agents
vector database retrieval latency too high for real-time agent responses
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 inAI Agent Infrastructure
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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.