How to Evaluate Listing Quality with Copilot
Use Copilot and ToolRouter to evaluate marketplace listings. Build structured quality reports from listing data.
Tool
Assess seller reliability and listing accuracy by pulling detailed listing data and cross-referencing against similar items. Copilot is best when you want the quality assessment as structured data you can save to your workspace or feed into a procurement workflow.
Connect ToolRouter to Copilot
1In your agent, go to Tools → Add a tool → New tool
2Choose Model Context Protocol and enter these details
Server name
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
Steps
Once connected (see setup above), use the Marketplace Search tool:
- Define the listing to evaluate and the output format you need for the quality report.
- Run `listing_details` and `search_listings` through `marketplace-search` to gather raw data.
- Ask Copilot to produce a structured quality report with fields for price delta from market average, condition score, seller flags, and recommendation.
Example Prompt
Try this with Copilot using the Marketplace Search tool
Use marketplace-search to evaluate a used MacBook Pro listing. Pull details and search comparables. Return a structured JSON quality report with price delta, condition score, red flags array, and a recommendation field.
Tips
- Define the report schema upfront so every evaluation produces consistent, comparable output.
- Ask Copilot to compute the price delta as a percentage above or below the market median.