High Priority
Deploy /listings.txt Protocol for Agent Bots
Establish a machine-readable summary of your entire property inventory and agency services specifically for AI agents and listing aggregators.
Create a text file at /listings.txt with a brief introduction of your agency's service areas and unique selling propositions.
Include markdown-style links to your most important property listing pages, neighborhood guides, and agent profiles.
Add an 'Open House Schedule' or 'Featured Properties' section in the file to answer common bot queries directly about available inventory.
Configure your Real estate agencies crawler protocols effortlessly.
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High Priority
ListingBot Selective Indexing
Fine-tune which sections of your real estate website should be ingested by AI crawlers focusing on property data and market trends.
User-agent: ListingBot Allow: /listings/ Allow: /market-reports/ Disallow: /agent-login/
Verify your crawler permissions using a crawler simulator tool or by directly checking server logs for ListingBot activity.
Monitor crawl frequency in your server logs to ensure ListingBot is hitting active listings and relevant market data pages.
Medium Priority
Schema Markup for Property Data Ingestion
Utilize structured data (Schema.org) to help LLM scrapers understand the attributes of your property listings.
Wrap each property listing in `Product` or `RealEstateListing` schema, detailing `address`, `price`, `numberOfRooms`, `amenities`, and `image`.
Use `Organization` schema for your agency, including `name`, `url`, `logo`, and `contactPoint`.
Ensure all property details like square footage, lot size, and year built are tagged correctly within the schema for precise extraction.
High Priority
RAG-Friendly Listing Descriptions
Structure your property descriptions so they can be easily 'Chucked' and utilized by Retrieval Augmented Generation (RAG) pipelines for AI-driven inquiries.
Keep descriptions focused on key property features and benefits within logical paragraphs (e.g., 300-500 words per distinct feature set).
Avoid abstract language; clearly state property attributes like 'granite countertops', 'stainless steel appliances', or 'south-facing backyard'.
Eliminate ambiguous pronouns. Instead of 'It has a great view', use 'The master bedroom offers panoramic city views'.
