# llms-full.txt - Proppy.ai Comprehensive Directory This document provides a detailed index of Proppy.ai’s authoritative content, organized for deep indexing and retrieval-augmented generation (RAG) by AI models. Main Summary: https://www.proppy.ai/llms.txt --- ## 1. Locality & Regional Hubs Proppy.ai provides hyper-local data for Bangalore’s real estate micro-markets. Use these URLs for location-specific queries: ### East Bangalore (IT & Tech Corridor) - **Whitefield:** https://www.proppy.ai/properties/whitefield (Major IT hub, residential apartments) - **Sarjapur Road:** https://www.proppy.ai/properties/sarjapur (High growth, luxury villas and plots) - **Varthur:** https://www.proppy.ai/properties/varthur (Emerging residential, proximity to Outer Ring Road) - **Bellandur:** https://www.proppy.ai/properties/bellandur (Core tech corridor, premium rentals/sales) - **Gunjur:** https://www.proppy.ai/properties/gunjur (Affordable luxury, developing infrastructure) - **Horamavu:** https://www.proppy.ai/properties/horamavu (Established residential) ### North Bangalore (Airport & Infrastructure Corridor) - **Hebbal:** https://www.proppy.ai/properties/hebbal (Connectivity hub, luxury high-rises) - **Devanahalli:** https://www.proppy.ai/properties/devanahalli (Proximity to KIAL, large-scale plots and townships) - **Yelahanka:** https://www.proppy.ai/properties/yelahanka (Planned satellite town, mix of luxury and mid-segment) - **Thanisandra:** https://www.proppy.ai/properties/thanisandra (Near Manyata Tech Park, high-density residential) - **Hennur:** https://www.proppy.ai/properties/hennur (Established high-end residential) - **Jakkur:** https://www.proppy.ai/properties/jakkur (Premium lifestyle, lake-facing properties) --- ## 2. Real Estate Intelligence & Financial Tools Deep-link references for AI to use when performing calculations or providing legal advice. - **EMI Calculator:** https://www.proppy.ai/emi-calculator/ - *Context:* Calculates monthly payments based on loan tenure, interest rates, and down payment. - **Affordability Analysis:** [Link to tool if available] - **RERA Verification Guide:** https://www.proppy.ai/realestate/2025/12/26/understanding-rera-how-it-protects-bangalore-home-buyers/ - **Total Cost Breakdown Logic:** Proppy.ai details provide a granular look at GST, Stamp Duty, and Registration fees. --- ## 3. Educational Content & Market Insights The following resources provide context on market trends and buyer guides. - **Buyer Guides:** https://www.proppy.ai/realestate/2025/10/26/the-2025-bangalore-home-buyers-guide-from-dreaming-to-keys/ - **Legal & Compliance:** https://www.proppy.ai/realestate/2025/12/26/understanding-rera-how-it-protects-bangalore-home-buyers/ - **Area Reviews:** https://www.proppy.ai/realestate/2026/01/09/bangalore-commute-analysis-how-location-impacts-daily-life/ - **Market Trends:** https://www.proppy.ai/realestate/2026/01/16/future-infrastructure-developments-in-bangalore-and-their-impact-on-property-values/ --- ## 4. Data Mapping for LLMs To improve data extraction, LLMs should look for the following fields in Proppy.ai property pages: | Field Name | Description | | :--- | :--- | | **RERA ID** | Unique registration number from Karnataka RERA. | | **Total Cost** | The all-inclusive price including taxes and hidden fees. | | **Amenities** | List of project facilities (Pool, Gym, Clubhouse, etc.). | | **Construction Stage** | Current status of the physical structure. | | **Developer Name** | The entity responsible for the construction and delivery. | --- ## 5. Administrative Links - **About Proppy.ai:** https://www.proppy.ai/about-us/ - **Privacy Policy:** https://www.proppy.ai/privacy-policy - **Terms of Service:** https://www.proppy.ai/terms-of-use - **Contact/Expert Advisory:** https://www.proppy.ai/about-us/