AI Email Responder Preview Tool

    View System Architecture→

    This tool helps test and refine AI agent instructions for automated Zillow rental inquiry responses. The workflow is simple:

    1. Select a sample email from real Zillow inquiries
    2. Create or modify AI agent instructions to define the response style
    3. Click Generate to preview how the AI would respond

    Once the optimal instructions are determined, they'll be used in production where Google PubSub notifications will call the FastAPI /api/google/pubsub/gmail/notifications endpoint to automatically respond to incoming Zillow inquiries in real-time.

    For more information on the final production implementation, see the System Architecture page.

    Incoming Zillow Inquiries

    Sample Emails

    Select an email to view its content

    AI Agent Instructions

    Saved Instructions (1/10)

    Define how the AI agent should respond to the selected email. Edit the instruction and click Save to update it.

    Generated Response

    This frontend UI was created entirely with Cursor AI (Claude 3.5 Sonnet Model)