Facebook Page Scraper

Scrape 100+ Facebook Page URLs in one run and collect structured post data for monitoring, research, analytics, and AI workflows.

What you get

• ⚡ Bulk scraping for many public Facebook Pages
• 📝 Post text, hashtags, author, timestamps, and post URLs
• 📊 Reactions, comments, shares, views, and reaction breakdowns
• 🖼️ Photos, videos, reels, thumbnails, media IDs, and media URLs
• 🔗 Shared posts, external links, previews, collaborators, and paid-partnership data
• 🎵 Music metadata when Facebook provides it
• 🎬 Optional video caption transcript

Explore the full Facebook scraping toolkit

Need comments from page posts? Use the Facebook Comment Scraper to collect comments, replies, images, and shared links. For public Facebook Groups, use the Facebook Group Post Scraper to collect structured group posts.

Input

{
  "pageUrls": [
    "https://www.facebook.com/newshour/",
    "https://www.facebook.com/nytimes/"
  ],
  "postsToScrape": 100,
  "postsNewerThan": "7 days",
  "includeTranscript": false
}

Input fields

Field	Required	Default	Description
pageUrls	Yes	—	List of public Facebook Page URLs. Add one or many URLs.
postsToScrape	No	100	Maximum number of posts collected per Page.
postsNewerThan	No	—	Optional date filter. Use a relative value such as 7 days, or an absolute UTC date such as 2026-01-01.
includeTranscript	No	false	When enabled, downloads available Facebook video captions and returns videoTranscript.

Time filter examples

{ "postsNewerThan": "7 days" }

{ "postsNewerThan": "2026-01-01" }

Leave postsNewerThan empty to collect posts without a date filter.

Transcript example

{
  "pageUrls": ["https://www.facebook.com/matchroom/"],
  "postsToScrape": 50,
  "includeTranscript": true
}

Supported URL types

URL type	Supported
Facebook Page username URL	✅
Numeric Facebook Page URL	✅
Page post URL	✅
Photo post URL	✅
Video URL	✅
Reel URL	✅

Only public Page content is supported. Private, deleted, unavailable, or login-gated content may return fewer records.

Output

Each dataset item represents one Facebook post and uses grouped fields for easier use in analytics, automation, and AI workflows.

{
  "post": {
    "id": "1234567890",
    "type": "regular",
    "url": "https://www.facebook.com/page/posts/1234567890",
    "feedback_id": "...",
    "id_source": "post_id",
    "text": "Post text",
    "hashtags": ["#example"],
    "thumbnail": "https://scontent.xx.fbcdn.net/preview.jpg"
  },
  "page": {
    "id": "100012345678901",
    "name": "Example Page",
    "url": "https://www.facebook.com/example"
  },
  "created": {
    "time": "Mon, 17 Aug 2026 02:16:58 GMT",
    "timestamp": 1786933018
  },
  "engagement": {
    "reactions": 291,
    "comments": 4,
    "shares": 1,
    "views": null,
    "reaction_breakdown": {
      "like": 226,
      "love": 20,
      "haha": 45,
      "wow": null,
      "sad": null,
      "angry": null,
      "care": null
    }
  },
  "media": [],
  "video": {
    "is_video": false,
    "transcript": null,
    "music": null,
    "live_viewer_count": null
  },
  "shared_content": null,
  "comments": {
    "top_comment_text": "Example top comment text",
    "top_comments": []
  },
  "partnership": { "paid": false, "collaborators": [] },
  "ads": { "page_ad_library": null },
  "preview": null,
  "references": { "text_references": [] },
  "metadata": {
    "page_index": 1,
    "total_pages": 1,
    "actors": [],
    "user": {}
  }
}

Output groups

Group	Includes
post	Post ID, type, URL, text, hashtags, thumbnail, and feedback ID
page	Page ID, name, and URL
created	Publication time and Unix timestamp
engagement	Total reactions, comments, shares, views, and reaction breakdown
media	Photos, videos, reels, media IDs, URLs, thumbnails, and metadata
video	Video flag, transcript, music, and live viewer count
shared_content	Shared posts, external links, and link URLs
comments	Top comment text and full top-comment data when available
partnership	Paid partnership status and collaborators
ads	Page Ad Library information when available
preview	Action links and link preview information
references	Text references and detected links
metadata	Pagination and actor metadata

Fields Facebook does not provide may be null, empty arrays, or empty objects. Engagement values are live and may change between runs.

Notes

• Fields that Facebook does not provide are returned as null, an empty array, or omitted depending on the field.
• Engagement values are live values and may change between runs.
• A Page may return fewer posts than requested if Facebook exposes fewer eligible posts or the selected timeframe is exhausted.
• The dataset contains post records; unavailable Page errors are not represented as post records.

Quick start

1. Add one or more public Page URLs.
2. Choose the number of posts per Page.
3. Optionally set postsNewerThan and includeTranscript.
4. Start the Actor and open the Dataset tab when the run completes.

For support, contact tuananhhoangtran2010@gmail.com.