What problem does it solve? Real-estate brokers and owners repeatedly rewrite the same property details into different formats for listing portals, WhatsApp forwards, and social posts, which is slow, inconsistent, and prone to invented or risky claims. ## Core Features & Use Cases - Multi-format listing generation: Produces title options, portal descriptions, WhatsApp forwards, social captions, and brochure copy from one set of raw property notes. - Fact-safe extraction and normalization: Parses messy shorthand like "2bhk hsr sec2 45k 2L dep" into a structured fact sheet, flagging ambiguous or missing details with [Confirm] placeholders instead of fabricating them. - Bengaluru locality context: Applies conservative, corridor-level locality framing from a curated reference file without inventing distances, commute times, or Metro claims. - Compliance screening: Filters discriminatory occupant language and unsupported legal or investment claims into a Needs Manual Review section. - Use Case: A broker pastes "3 bhk sale 1.45 cr whitefield near metro semi furn 2 car park clubhse" and receives five title options, a portal listing, a WhatsApp version, and a listing check in seconds. ## Quick Start Paste your raw Bengaluru property notes and ask for a portal listing and WhatsApp version.