Property Description Summarizer

WHAT IT DOES

Property Description Summarizer extracts the complete property listing content from any real estate page and uses advanced AI to generate a concise, bulleted summary that captures the essential information. It organizes property type, key features, location highlights, price, square footage, bedrooms/bathrooms, and notable selling points into a scannable format for quick comparison and informed decision-making.

WHERE IT RUNS

This tool operates as a userscript within the BotGentz extension framework, running directly in your browser on any website. It works on real estate platforms like Zillow, Realtor.com, Redfin, and virtually any property listing page. The tool integrates seamlessly into your workflow, appearing as a draggable panel that stays accessible as you browse and compare properties.

HOW TO USE

Click "Scan Page" to automatically extract the listing content from the current property page. The tool intelligently identifies descriptions, features, and key details. Configure your summary settings: choose your preferred summary focus (Features-Focused, Location-Focused, Value-Focused, or Balanced), toggle price and key specs inclusion on or off, and toggle concern highlighting on or off to flag potential limitations. Click "Summarize Property" to send the listing to the AI backend. Within moments, you'll receive a clear, bulleted summary of the property. Use the "Copy Summary" button to save it for comparison or to share with your agent.

TECHNICAL OPERATION

Property Description Summarizer employs a multi-strategy extraction pipeline that first checks for selected text, then attempts WebMCP (navigator.modelContext) when available—a W3C proposal for structured page content access—and falls back to DOM-based content detection using prioritized selectors for property containers, description sections, feature lists, and content areas. The user's focus preference, spec inclusion setting, and concern highlighting toggle are encoded as system-level instructions in the prompt sent to the AI. The text is truncated to 8000 characters and transmitted via GM_xmlhttpRequest to the AI backend. The AI, specifically prompted as a real estate summarization specialist, analyzes the listing to identify key data points including property type, price, square footage, bedroom/bathroom counts, location, and standout features. It then organizes this information into a structured, scannable format with bullet points, prioritizing information based on the user's selected focus. The output highlights essential details while optionally flagging potential concerns or limitations. Each request is authenticated with a subscription key and counts against your monthly usage cap.

THE PANEL

The Property Description Summarizer panel is fully draggable and remembers its position between sessions using GM_setValue. It snaps to the edge of the viewport for a clean interface and can be collapsed to a small icon when not in use. The panel is resizable to accommodate longer content. Press Escape to quickly close or collapse the panel. The design is optimized for productivity with a dark theme, clear visual hierarchy, and responsive controls that adapt to your workflow.

PLEASE NOTE

This tool requires the free BotGentz extension installed in your browser and an active subscription to access the AI backend. AI-generated property summaries are intended as aids for quick comparison and should not replace thorough due diligence, professional inspection, or legal review. Always verify all property details directly with the seller, agent, and official records before making any real estate decisions. No page data is stored or transmitted beyond the content you explicitly submit for summarization. All processing occurs through secure HTTPS connections, and your subscription key is never exposed to the page context.