Firecrawl Property Extraction

firecrawl-scraper

Extract property data from real estate listing URLs using Firecrawl AI. Use when scraping Zillow, Redfin, Realtor.com, or any property listing site. Returns structured data ready for video generation.

diegosouzapw/awesome-omni-skill·0installs62stars

SKILL.md

Full skill instructions

Firecrawl Property Extraction

Overview

Firecrawl transforms any real estate listing URL into structured JSON data for video generation. It handles JavaScript rendering, anti-bot measures, and image extraction automatically.

Quick Start

import Firecrawl from '@mendable/firecrawl-js';
import { z } from 'zod';

const firecrawl = new Firecrawl({
  apiKey: process.env.FIRECRAWL_API_KEY
});

const result = await firecrawl.extract({
  urls: [listingUrl],
  prompt: 'Extract property details for video generation',
  schema: PropertySchema
});

Supported Sites

Site	URL Pattern	Data Quality
Zillow	zillow.com/homedetails/*	Excellent
Redfin	redfin.com//home/	Excellent
Realtor.com	realtor.com/realestateandhomes-detail/*	Excellent
Trulia	trulia.com/home/*	Good
Homes.com	homes.com/property/*	Good
MLS Sites	Varies by region	Good
Broker Sites	Any	Variable

Property Schema

See rules/property-extraction.md for complete schema.

const PropertySchema = z.object({
  address: z.string(),
  city: z.string(),
  state: z.string(),
  zipCode: z.string(),
  price: z.number(),
  bedrooms: z.number(),
  bathrooms: z.number(),
  sqft: z.number(),
  lotSize: z.string().optional(),
  yearBuilt: z.number().optional(),
  propertyType: z.string(),
  description: z.string(),
  features: z.array(z.string()),
  images: z.array(z.string()),
  agent: z.object({
    name: z.string(),
    phone: z.string().optional(),
    brokerage: z.string().optional(),
  }).optional(),
});

Advanced Extraction

Competitor Analysis

const CompetitorSchema = z.object({
  listings: z.array(z.object({
    address: z.string(),
    price: z.number(),
    daysOnMarket: z.number(),
    pricePerSqft: z.number(),
  })),
  marketTrends: z.object({
    medianPrice: z.number(),
    averageDaysOnMarket: z.number(),
    inventoryCount: z.number(),
  }),
});

Market Data

See rules/market-data.md

Best Practices

Rate Limiting: Max 10 requests/minute on standard plan
Error Handling: Always wrap in try/catch
Image Quality: Request high-res images when available
Caching: Cache results for 24 hours to save credits
Validation: Always validate extracted data with Zod

API Integration

Next.js Route Handler

// /app/api/scrape/route.ts
export async function POST(request: Request) {
  const { url } = await request.json();

  const firecrawl = new Firecrawl({
    apiKey: process.env.FIRECRAWL_API_KEY!
  });

  const result = await firecrawl.extract({
    urls: [url],
    prompt: 'Extract property listing data',
    schema: PropertySchema,
  });

  return Response.json({
    success: true,
    data: result.data
  });
}

Credit Usage

Operation	Credits
/scrape (single page)	1
/crawl (per page)	1
/extract (AI)	Tokens-based
/map (URL discovery)	1 per 100 URLs

Error Handling

try {
  const result = await firecrawl.extract({ ... });
} catch (error) {
  if (error.statusCode === 429) {
    // Rate limited - wait and retry
  } else if (error.statusCode === 403) {
    // Site blocked - try alternative approach
  } else {
    // Log and return fallback
  }
}

Install skill

Copy and run in your terminal

npx -y skills add https://github.com/diegosouzapw/awesome-omni-skill --skill firecrawl-scraper-majiayu000

View on GitHub

skills/development/firecrawl-scraper-majiayu000/SKILL.md

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