How to Research a Property Before Making an Offer with OpenClaw

Research a Property Before Making an Offer with OpenClaw and ToolRouter. Batch property valuations across multiple acquisition targets.

Tool
Real Estate Data icon
Real Estate Data

OpenClaw is the right choice for property investors or acquisition teams who need to screen multiple properties simultaneously. Batch valuation requests and comparables lookups across all target addresses and review the full set.

Connect ToolRouter to OpenClaw

1Install the CLI
npm install -g toolrouter-mcp
2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp tools

Steps

Once connected (see setup above), use the Real Estate Data tool:

  1. Build your input list — one property address per row with the asking price and key attributes.
  2. Run `property_valuation` and `search_listings` via real-estate for all addresses in the batch.
  3. Review the results and rank properties by valuation-to-asking-price ratio.
  4. Prioritise the best-value targets for deeper due diligence.

Example Prompt

Try this with OpenClaw using the Real Estate Data tool
Use real-estate to run valuations and pull comparable listings for these twelve properties in our acquisition pipeline. Return the valuation, asking price, delta, and a brief comparables summary for each property. Sort by best valuation delta.

Tips

  • Sort by valuation delta to quickly identify the best-priced opportunities in a pipeline.
  • Run the batch before visiting properties to avoid wasting time on overpriced targets.
  • Add a quick yield estimate alongside the valuation for any properties being considered as rentals.