Analyze ChatGPT product recommendation evidence
A detailed report showing why ChatGPT recommended or rejected a product, including search paths, sources, and competitor context.
How it works
Read-onlySales and marketing
The agent uses the MCP server to simulate customer queries (direct product questions and unprompted discovery). It captures the AI's reasoning, cited sources, and decision path. The user should verify the specific product and use case context before running the test to ensure accurate results.
Prompt
Paste this into an agent that has the servers below connected. Adjust the names and dates to your own.
Prompt for Analyze ChatGPT product recommendation evidence
Check if ChatGPT recommends [Product Name] for [Use Case]. Run a direct question and an unprompted category discovery question. Record the search path, sources, competitors mentioned, and the final recommendation reasoning.MCP servers it needs
Source
The vendor page this playbook is drawn from, and the passage that supports it.
Record the query, cited sources, reported page visits, products considered, product description, trust concerns, and final recommendation.How to Check If ChatGPT Recommends Your Product