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extract-real-estate-listing

Extract property listing details into structured JSON for MLS platforms.

2|Updated Mar 14, 2026
Search Tags:#api#document-processing#data-extraction#extract#listing#real-estate#mls
One-click install
npx skills add https://github.com/iterationlayer/skills --skill extract-real-estate-listing
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: extract-real-estate-listing
Source: https://github.com/iterationlayer/skills/tree/main/skills/extract-real-estate-listing
Command: npx skills add https://github.com/iterationlayer/skills --skill extract-real-estate-listing

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Real estate teams often struggle to digitize paper listings into a consistent, queryable format. This skill automates extraction of core listing details to structured JSON for MLS feeds and property databases.

Core Features & Use Cases

  • Extracts address, listing_price, bedrooms, bathrooms, and square_footage from property listing documents into a machine-readable JSON payload.
  • Use Case: Ingest listings into MLS, portals, and CRMs for faster listing publishing and data accuracy.
  • Flexibility: Accepts PDFs and other document formats and outputs a consistent schema ready for integration.

Quick Start

Upload a property listing PDF and run the skill to obtain structured JSON.

Frequently Asked Questions about extract-real-estate-listing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract property data from real estate listing PDFs into JSON?▼

Yes, you can extract listing data from scanned real estate documents. The skill processes scanned listings and digital documents, outputting structured JSON for ingestion into MLS platforms, agent portals, and CRM systems.

What is the best way to automate MLS data ingestion from property listing documents?▼

Automating MLS data ingestion from property listing documents is best achieved by extracting address, price, and room counts into a consistent JSON schema, ready for direct integration into MLS feeds and property databases.

Do I need an API key to extract real estate data from listing documents?▼

Yes, you need an Iteration Layer API key to extract real estate data. The skill uses the Document Extraction API with a defined schema to process listing documents and return structured property data.

What specific fields are extracted from real estate listings?▼

The specific fields extracted from real estate listings include property address, listing_price, bedrooms, bathrooms, and square_footage, all formatted into a machine-readable JSON payload for property platforms.

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