A detailed report showing why ChatGPT recommended or rejected a product, including search paths, sources, and competitor context.
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.
- Category: Sales and marketing
- Effect: Read-only
- MCP servers: Agentzia MCP (https://koskamo.com/explore/agentzia-mcp)
- Source: How to Check If ChatGPT Recommends Your Product (https://www.agentzia.dev/how-to/check-if-chatgpt-recommends-your-product)
- Source quote: "Record the query, cited sources, reported page visits, products considered, product description, trust concerns, and final recommendation."
- Playbook page: https://koskamo.com/explore/use-cases/analyze-chatgpt-product-recommendation-evidence
Prompt: 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.