How to Evaluate Listing Quality with OpenClaw
Use OpenClaw and ToolRouter to evaluate marketplace listings. Automate quality checks across multiple listings.
Tool
Assess seller reliability and listing accuracy by pulling detailed listing data and cross-referencing against similar items. OpenClaw is the better choice when you need to evaluate multiple listings in batch with a consistent scoring schema.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsSteps
Once connected (see setup above), use the Marketplace Search tool:
- Define the list of listings to evaluate and the scoring schema you want applied to each.
- Run `listing_details` and `search_listings` with `marketplace-search` for each listing, collecting comparables alongside details.
- Review the batch quality scores, filter out flagged listings, and export the results with a stable schema for future evaluations.
Example Prompt
Try this with OpenClaw using the Marketplace Search tool
Use marketplace-search to evaluate five used MacBook Pro listings I bookmarked. Pull details on each, search for comparables, and score each listing on price fairness, condition credibility, and seller reliability using a stable schema.
Tips
- Batch multiple listings into one evaluation session to build a shortlist faster.
- Lock the scoring schema on the first run so future evaluations stay comparable.