Facebook Marketplace Scraper - AI-Powered Deal Finder & Price Tracker

Scrape Facebook Marketplace listings worldwide, get AI-powered market price comparison, and discover underpriced items for reselling. Works in any language — German, French, Japanese, Portuguese, and more.

What does this scraper do?

• Extract Facebook Marketplace listings from any city worldwide (US, Europe, Asia, South America)
• AI-powered product identification — GPT-4o-mini identifies brands and models from listing titles in any language
• Real-time market price comparison — searches Facebook Marketplace for similar items to calculate fair market value
• Smart deal scoring — multi-factor algorithm ranks opportunities by profit potential
• Deep scrape details — item condition, full descriptions, photo counts, seller info
• Export to spreadsheets — flat JSON/CSV format works with Excel, Google Sheets, n8n, Zapier

Use cases

• Resellers & Flippers: Find underpriced electronics, GPUs, cameras, vehicles, furniture to buy and resell
• E-commerce Arbitrage: Source cheap local inventory for online stores (eBay, Amazon, Shopify)
• GPU & Mining Hardware: Find underpriced NVIDIA/AMD GPUs for mining rigs or GPU compute setups
• Price Monitoring: Track competitor pricing and market trends over time
• Market Research: Analyze local demand, pricing patterns, inventory across categories
• Deal Alerts: Feed data to n8n, Zapier, Make.com for automated notifications when deals appear

Input

Field	Type	Description	Default
location	String	City to search — works worldwide (e.g., "Atlanta, GA", "Berlin, Germany", "Tokyo, Japan")	"Atlanta, GA"
category	Dropdown	Filter by category (electronics, vehicles, all, etc.)	"electronics"
radius	Number	Search radius in miles (5-500)	25 miles
maxListings	Number	Maximum listings to scrape (1-100)	20
enablePriceLookup	Boolean	Compare against similar listings to find underpriced deals	true
maxItemsToDeepScrape	Number	How many listings to visit for full details	10
minDealScore	Number	Minimum deal score (0-100) to save results	20
maxPrice	Number	Maximum price filter (optional)	-

Output

Each listing includes AI-identified product info and market price comparison:

{
  "dealScore": 81,
  "recommendation": "instant_buy",
  "price": 100,
  "marketValue": 440,
  "profitPotential": 340,
  "profitMargin": 77,
  "priceConfidence": "low",

  "title": "ASUS PC + Samsung 24\" Monitor – Komplettset",
  "brand": "ASUS",
  "model": "",
  "variant": "",
  "productCategory": "unknown",
  "condition": "used - good",

  "description": "Complete PC setup with monitor...",
  "location": "Zürich, ZH",
  "currency": "CHF",
  "images": ["https://..."],
  "listingUrl": "https://facebook.com/marketplace/item/...",

  "scoreBreakdown": {
    "marketValue": 48,
    "listingQuality": 18,
    "quickFlip": 15
  },
  "changeType": "NEW",
  "scrapedAt": "2026-02-17T16:08:00.000Z"
}

Deal Recommendations:

• instant_buy — Significantly underpriced, buy immediately (score 80+)
• strong_deal — Excellent profit opportunity (score 60-79)
• worth_negotiating — Good deal if you negotiate (score 40-59)
• marginal — Borderline opportunity (score 20-39)
• pass — Skip (score <20)

How the AI Price Comparison Works

1. Scrape listings — Extracts Facebook Marketplace items by location and category
2. AI product identification — GPT-4o-mini identifies brand, model, and category from listing titles in any language (e.g., "Sony Alpha 700 Spiegelreflex Kamera mit 2 Objektiven" → Sony, Alpha 700, camera)
3. Search for comparables — Searches Facebook Marketplace for the same product to find similar listings
4. Calculate market value — Computes median price from comparable listings, removes outliers
5. Score deals — Multi-factor algorithm analyzes profit margin (0-50 pts), listing quality (0-35 pts), and quick flip potential (0-15 pts)
6. Deep scrape top deals — Visits individual listing pages for full descriptions, photos, and condition

Supported Categories

Category	Examples
Electronics	iPhones, Samsung Galaxy, MacBooks, GPUs (NVIDIA RTX, AMD), PlayStation, Xbox, cameras, drones
Vehicles	Toyota, Honda, Ford, BMW, Mercedes, Tesla
Furniture	IKEA, Ashley, West Elm, vintage pieces
Apparel	Nike, Adidas, North Face, Patagonia
Sporting Goods	Peloton, Trek, Bowflex
Musical Instruments	Fender, Gibson, Yamaha, Roland
Home Goods	KitchenAid, Dyson, iRobot, Ninja

Plus: All Categories, Property Rentals, Free Stuff, Garden & Outdoor, Hobbies, Home Improvement, Office Supplies, Pet Supplies, Toys & Games

Integration with Automation Tools

Google Sheets

Export as CSV → import to Google Sheets for tracking deals, sorting by profit margin

n8n / Make.com

1. Trigger: Schedule (hourly/daily)
2. Action: Run Apify Actor
3. Filter: dealScore > 60
4. Action: Send to Telegram/Slack/Email

Zapier

1. Trigger: New dataset items (Apify integration)
2. Filter: profitMargin > 20%
3. Action: Add to Airtable, send SMS alert

Excel / Power BI

Flat JSON structure imports directly for analysis dashboards

Pricing

Pay-per-event pricing — you only pay for listings successfully scraped and analyzed. AI product identification is included at no extra cost.

See current pricing in the Apify Console when starting a run.

FAQ

Q: Does this work without a Facebook account? A: Yes — scrapes publicly visible Marketplace listings. No login required.

Q: How does the market price comparison work? A: The actor searches Facebook Marketplace itself for the same product (e.g., "Fujifilm X-T1"), collects prices from similar listings, removes outliers, and computes the median as fair market value. No external databases or APIs.

Q: Does it work with non-English listings? A: Yes — AI-powered product identification works in any language. German titles like "Sony Alpha 700 Spiegelreflex Kamera mit 2 Objektiven" are correctly identified as Sony Alpha 700 camera.

Q: Can I find GPUs for mining or compute? A: Yes — GPUs fall under electronics. The AI correctly identifies NVIDIA, AMD, and other GPU brands and models for accurate price comparison.

Q: What locations are supported? A: Worldwide! Any city where Facebook Marketplace operates. Examples: "Atlanta, GA", "Berlin, Germany", "London, UK", "Tokyo, Japan", "Zug, Switzerland", "São Paulo, Brazil".

Q: Can I use this with n8n, Zapier, Make.com? A: Yes — flat JSON output designed for automation tools. No nested data structures.

Q: How often can I run this? A: Unlimited. Schedule hourly/daily via Apify Scheduler for price tracking and deal alerts.

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Custom Solutions & Enterprise

Need a custom data feed, modified output format, or enterprise integration?

Contact: Furkanc58@gmail.com

I offer:

• Daily/weekly data feeds (Snowflake, S3, BigQuery, Google Sheets)
• Custom scrapers for platforms not yet covered
• White-label solutions for agencies
• Priority support and SLAs

Response within 24-48 hours.

Legal Disclaimer

This actor is a general-purpose tool for analyzing publicly accessible web data. The user bears sole responsibility for ensuring their specific use complies with:

• Applicable laws (GDPR/DSGVO, copyright law)
• The target website's Terms of Service
• Apify's Terms of Service

The provider (webdatalabs) expressly disclaims liability for any unauthorized or unlawful use. By using this actor, the user agrees to indemnify the provider against any third-party claims arising from their use of the data.

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This tool is not affiliated with Facebook/Meta. All trademarks belong to their respective owners.