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Facebook Groups Post Scraper

👁 Facebook Groups Post Scraper Banner

Extract structured data from public Facebook groups at scale — post content, authors, engagement metrics, timestamps, and media attachments — straight into a clean JSON dataset, an Apify schedule, or a Notion database your team and AI agents can query.

Whether you're tracking market sentiment, monitoring competitor activity, gathering research data, or building a content idea pipeline, this actor turns one or many group URLs into a ready-to-use record set in minutes.

🌟 Why Choose This Scraper

• ⚡ Lightning fast: Extract hundreds of posts in minutes using a lightweight Cheerio engine — no headless browser overhead.
• 🎯 Precision targeting: Scrape one group, or up to 50 groups in a single run.
• 📊 Rich insights: Capture reactions, comments, shares, attachments, and author info per post.
• 📅 Date-bounded scraping: Stop at a target date instead of just a count, perfect for daily incremental updates.
• 📝 Notion-native delivery: Optionally pipe every post directly into a Notion database — no copy-paste, no webhooks, no glue code.
• 🤖 AI-agent ready: A Notion database written by this actor can be read by Claude, ChatGPT, or any MCP-aware agent for natural-language analysis.

🎯 Perfect For

• 📈 Market researchers tracking trends, sentiment, and emerging topics across communities
• 🎭 Social media managers monitoring engagement and content performance
• 💼 Business intelligence teams keeping tabs on competitor activity and customer pain points
• 🔍 Sales and lead-gen teams finding qualified prospects from group discussions
• 📚 Academic researchers gathering social-media datasets for studies
• 🛡️ Trust & safety teams monitoring policy-relevant discussions at scale

🚀 How to Use

1. Open this actor on Apify and click Try for free (or Run).
2. Paste one or more Facebook group URLs in the input form. Public groups only.
3. (Optional) Set Maximum results per group, an Until date, or a different Sorting order.
4. (Optional) Wire it to your Notion workspace via the Notion output section — see docs/notion-connector-setup.md.
5. Click Save & Start. Watch the run log; download the dataset (JSON / CSV / Excel) when it finishes, and find every post as a new row in your Notion database if you enabled it.

📥 Input

Example input

{
"groupUrls":[
"https://www.facebook.com/groups/1745271899086274"
],
"maxResults":50,
"sortingSetting":"CHRONOLOGICAL"
}

📤 Output

Each post is pushed as a single item to the dataset. You can download the dataset in JSON, CSV, HTML, or Excel from the run's Storage tab.

{
"post_id":"1234567890",
"message":"Looking for recommendations on the best…",
"author":{
"id":"10001",
"name":"Jane Doe",
"url":"https://www.facebook.com/jane.doe"
},
"creation_time":"1717180000",
"post_url":"https://web.facebook.com/groups/1745271899086274/permalink/1234567890",
"facebook_group_name":"Local Buy & Sell",
"facebook_group_url":"https://web.facebook.com/groups/1745271899086274",
"reactions":{"total":42},
"comments_count":12,
"shares_count":3,
"attachments":[]
}

Data fields

📝 Notion Output (Optional)

Push every scraped post into a Notion database as a new, fully-formed page — perfect for a content insights board, a competitor-research log your team actually opens, or an AI-queryable knowledge base of discussions across the groups you watch.

Step-by-step setup guide: docs/notion-connector-setup.md

Recommended database columns

The actor populates the following columns. Add them to your Notion database with these exact names (case-sensitive). Only Name is strictly required — unknown columns trigger an automatic fallback to a minimal Name + content body payload, so nothing is lost.

Each page's body is auto-generated Notion Markdown containing the full post message plus a key-value summary — great for skimming and AI-agent retrieval.

Turn it into an AI knowledge base

Notion's MCP server is bidirectional — the same workspace this actor writes to can be read by any AI agent connected to Notion via MCP (Claude Desktop, ChatGPT with the Notion connector, custom Anthropic API agents). Once your scrape runs on a schedule, you can ask:

• "What products are people asking about most in the Local Buy & Sell group this week?"
• "Summarize complaints from group X this month."
• "Find any post mentioning competitor brand Y and flag for review."

The scraper feeds the knowledge base; the AI does the analysis.

💰 How Much Does It Cost to Scrape Facebook Groups?

Pricing is based on Apify compute units (CUs) — see the Pricing tab on the actor page for current rates.

Typical run sizes:

• 10 posts / 1 group: under a minute, well under one CU.
• 50 posts / 1 group: ~2–3 minutes, ~1 CU.
• 500 posts / 10 groups (bulk): ~20–40 minutes, ~10 CU.

By default the actor routes traffic through Apify Residential proxies for stable extraction. Residential proxy traffic is billed separately (it consumes proxy/CU usage on your Apify plan, it is not free). You can switch to datacenter proxies or no proxy in the input if your use case allows.

⚙️ Tips and Advanced Options

• Stop at a date. Set untilDate (YYYY-MM-DD) for daily / weekly incremental scrapes — sorting is forced to chronological so the actor knows when to bail.
• Scale to many groups. Up to 50 group URLs per run; pair with Apify scheduling to monitor a whole portfolio of communities.
• Append to one Notion DB. Run the actor on a schedule with the same notionDatabaseId and Notion accumulates a longitudinal record automatically — perfect for trend analysis.

❔ FAQ

Is scraping Facebook groups legal?

The actor only retrieves data that's already public on Facebook (you can see it as a logged-out browser). You're responsible for ensuring your specific use complies with Facebook's Terms of Service and any privacy laws applicable in your jurisdiction (GDPR, CCPA, etc.). Do not store personal data beyond what your use case requires.

Why are some posts missing from the result?

Facebook's group page often loads posts progressively. The actor uses Cheerio (HTTP-only) for speed, so deeply lazy-loaded posts may not appear. Increase maxResults modestly and use CHRONOLOGICAL sorting for the most predictable coverage.

Can I scrape private or closed groups?

No. The actor only accesses publicly viewable groups. Private/closed groups would require an authenticated session, which is out of scope and against Facebook's ToS.

Where do the Notion writes go if I leave the Notion fields empty?

Nowhere — the Notion sink is fully optional. Without the notionConnector and notionDatabaseId inputs, the actor just pushes posts to the Apify dataset as usual.

📬 Contact and Support

For questions, custom scraping needs, or technical issues, contact us:

• Email : coredev.dan@gmail.com
• Apify Store: apify.com/logical_scrapers

Legal Notice

This actor is an independent tool for collecting publicly available data from Facebook groups. It is not affiliated with, endorsed by, or in any way officially connected with Meta Platforms, Inc., Facebook, or their subsidiaries.