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Facebook Followers & Following Scraper

Extract public Facebook Page data including page info, posts, likes, comments count, and engagement metrics. Input page URLs, set result limits, and use built-in proxy support for reliable scraping. Exports clean structured data as JSON, CSV, or Excel via Apify Dataset.

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from $1.00 / 1,000 results

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Biddut Hossain

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7 days ago

Last modified

Facebook Public Page Scraper

Extract publicly available metadata (title, description, image) from Facebook Page URLs. Built on the Apify Python "empty starter" template.

⚠️ Important scope note

This actor only scrapes publicly exposed Open Graph metadata from Facebook Page URLs (the same data a link preview would show). It does not:

Scrape followers or following lists
Log in to Facebook or use any account credentials
Bypass authentication, JavaScript-rendering walls, or rate limits
Access private/friends-only content

Facebook's Terms of Service prohibit automated scraping of user data (including followers/following), and that data is not accessible without an authenticated session. Building a scraper to bypass those protections is out of scope for this project.

If you need followers/following-style data for legitimate purposes (e.g. your own Page's audience insights), use:

Facebook Graph API with a valid access token, or
Meta Business Suite / Page Insights directly

Input

Field	Type	Description
`pageUrls`	array of strings	Facebook Page URLs to scrape
`maxPosts`	integer	Reserved for future post-scraping support (currently unused — see limitations)
`proxyConfiguration`	object	Apify Proxy config (recommended to reduce blocking)

Example input:

{
  "pageUrls": ["https://www.facebook.com/nasa"],
  "maxPosts": 10,
  "proxyConfiguration": { "useApifyProxy": true }
}

Output

Each Page produces one dataset item:

{
  "pageUrl": "https://www.facebook.com/nasa",
  "status": 200,
  "title": "NASA",
  "description": "official page description...",
  "image": "https://...jpg",
  "note": "Only public Open Graph metadata was extracted."
}

View results in the Dataset tab after a run, exportable as JSON, CSV, or Excel.

Limitations

Facebook renders most page/post content client-side via JavaScript and gates it behind login — a plain HTTP request (as this actor uses) only reliably retrieves Open Graph meta tags, not full timeline/post content.
For richer, reliable, ToS-compliant data, use the official Graph API.

Files

src/main.py — actor logic
.actor/actor.json — actor metadata
.actor/input_schema.json — input UI schema
requirements.txt — Python dependencies

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