Facebook Marketplace Scraper — No Login | GPS, Photos

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Facebook Marketplace Scraper — Listings, Prices | from $2/1K

Scrape Facebook Marketplace listings by location, keyword, category, and price range.

Returns title, price, condition, description, city/state, GPS coordinates, image URLs, listing URL, and posted time — no Facebook login required for public listings.

What you get per listing

Known limitation

Seller name is not returned for anonymous (logged-out) access. Facebook hides it for privacy — seller_name will always be null. This is a platform-level restriction, not a parser limitation. Workaround: login-based scraping (requires credentials; not supported by this actor).

Inputs

Access method

Uses Facebook's internal GraphQL API (/api/graphql/) — the same endpoint the Marketplace web app calls. No HTML scraping, no browser. The LSD token and live doc_ids are re-extracted from the page on every run, making the actor resilient to FB deploy rotations.

Access notes

• Facebook checks IP reputation. Datacenter IPs return empty results or login walls — always use RESIDENTIAL proxy on cloud.
• Cursor pagination is disabled for anonymous sessions; price-range slicing is used to return >24 listings per query.

💰 Pricing & how we compare

Pay-per-result (PPE): from $1.49 / 1K listings. You are billed per listing-item actually returned — plus the tiny apify-actor-start fee Apify waives for short runs. No subscription, no API key, no proxy fee on top.

Our edge: No login or cookies · keyword + location + radius search · per-listing detail enrichment (all photos, condition, seller, GPS) · parse_confidence on every row.

Pricing examples (pay only for what you get, minus Apify's 20%):

How rivals price the same job (live Apify Store, checked 2026-06-09)

Prices above are competitors' live Store prices at the time of writing; ours is set to sit just below the strongest comparable while returning richer, quality-scored data.

🤖 Use with AI agents (MCP)

This actor is agent-ready (category MCP_SERVERS). Point any MCP client (Claude Desktop, Cursor, n8n AI, LangGraph) at it:

{
"mcpServers":{
"apify":{
"url":"https://mcp.apify.com/?actors=bovi/facebook-marketplace-scraper",
"headers":{"Authorization":"Bearer <YOUR_APIFY_TOKEN>"}
}
}
}

More scrapers from our toolkit

Building a data pipeline? These actors pair well with this one — each runs on your own Apify account with the same pay-per-result pricing, no subscription:

• Grailed Listings
• Kleinanzeigen Listings Scraper
• Leboncoin Listings
• Marktplaats Listings Scraper
• Mercadolibre Scraper
• Olx Listings

Chain any of them together from the Integrations tab (the Run succeeded trigger) to build a multi-step workflow — one actor's output feeds the next.