Facebook Page Profile Scraper — Contact Info, Transparency 🚀

foXLabs Facebook series: Page Posts · Post Comments · Page Reviews · Page Videos · Page Events

🎉 Records of public Facebook Pages in bulk, exactly as Facebook shows them to a signed-out visitor — one row per Page with name, category, verification, followers, phone, e-mail, every website, address, open-now status, price range, recommendation rate and review count, social links, pictures, the Page transparency fields (created on, running ads now, who's responsible) and, optionally, e-mails and phone numbers from the Page's own website. No login, no cookies, no account of anyone. Built for contact lists and brand monitoring.

🔍 What is the Facebook Page Profile Scraper — and when should you use it?

Give this Actor a list of public Facebook Pages and it returns one clean firmographic row each — the contact section, the transparency tab and (optionally) contact details pulled from the Page's own website.

Use it when you need: B2B contact lists from Facebook Pages (phone, e-mail, website, address); brand monitoring (followers, verification, running-ads status); or who's behind a Page (transparency owner + creation date).

Use something else when: you need the Page's posts → Page Posts; its reviews → Reviews; its videos → Videos; its events → Events.

🤖 Use with AI agents

Already on the Apify MCP server? Ask for this Actor by name: foxlabs/facebook-page-profile-scraper. An agent can discover it, run it and read the dataset over MCP.

Real-time Standby API. This Actor ships a Standby endpoint so an agent can fetch a Page's record on demand — GET /page?page=NASA&transparency=1&website=0 returns the row immediately, billed with the same page event.

Otherwise paste this into Claude, ChatGPT, Cursor or any MCP-enabled assistant:

I want public Facebook Page profiles & contacts using the Apify Actor
`foxlabs/facebook-page-profile-scraper`.

Input: `pages` is a list of Pages (name, @handle, numeric id or URL); `includeTransparency`
adds the transparency tab; `enrichFromWebsite` pulls e-mails/phones from the Page's own site.
Each row has name, category, phone, email, website(s), address, followers, isRunningAds.

Start with:
{ "pages": ["NASA", "themet"], "includeTransparency": true }

Ask me which Pages to profile, run the Actor, then summarise them as a contact table.

The machine-readable API, MCP config and OpenAPI definition live at apify.com/foxlabs/facebook-page-profile-scraper.md.

📋 Overview

Everything you need to turn public Facebook Pages into clean firmographic + contact rows — in one Actor, with no login, cookies or account.

Why teams pick this Actor:

• ✅ Contact-ready — phone, e-mail, every website and address in one row.
• 🔎 Transparency — created-on date, running-ads status, the organisation Facebook names as responsible.
• 🌐 Website enrichment — optionally pull e-mails and phone numbers from the Page's own site.
• 🎯 Honest nulls — a value Facebook does not give is null, never 0/"" for "unknown".
• 💰 Pay only for results — one page event per delivered row; status rows and unreadable Pages are free.
• 🤖 Agent-ready — MCP + a real-time Standby API.

✨ Features

• 🔍 Full Page record — name, @username, category (all), verification, followers/following.
• 📞 Contact section — phone, e-mail, every website, address, open-now status, price range.
• ⭐ Reputation — recommendation rate and review count.
• 🔗 Social links — Instagram, X, YouTube, TikTok, LinkedIn, Threads, Pinterest.
• 🏛️ Transparency — createdOn, isRunningAds, confirmedOwner.
• 🌐 Website enrichment (optional) — websiteEmails, websitePhones, with a found/unreachable/no-website status.

🎬 Quick Start

curl -X POST "https://api.apify.com/v2/acts/foxlabs~facebook-page-profile-scraper/runs?token=YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"pages": ["NASA", "themet"], "includeTransparency": true}'

🚀 Getting Started (3 steps)

1. Choose your Pages — one per line: name, @handle, numeric id or URL.
2. Pick depth — keep includeTransparency on; turn on enrichFromWebsite for site contacts.
3. Run and export — get a clean dataset as JSON, CSV or Excel.

📥 Input

Field	Default	What it does
pages	—	One Page per line: a name (NASA), @NASA, a numeric id, or a URL. A Page written twice is read once.
includeTransparency	true	Reads the Page transparency tab too: createdOn, isRunningAds, confirmedOwner.
enrichFromWebsite	false	Opens the Page's own website (home + contact/legal page) and adds the e-mails and phone numbers it publishes.
proxyConfiguration	residential Apify Proxy	Nothing to change for normal use.

📤 Output

One row per Page (type: "page"). A value Facebook does not give is null — never 0/"".

Field	What it is
name, username, url, pageId, userId	name, @username, URL and the two ids
category, categories	the first category and all of them
isVerified	the blue badge
followersText/Approx, followingText/Approx	followers/following as text and as rounded numbers
phone, email, website, websites, address	the contact section
hoursStatus	"Open now" / "Closed now"
priceRange	"$$" and the like
ratingText, ratingPercent, reviewCount	recommendation rate and review count
socialLinks	Instagram, X, YouTube, TikTok, LinkedIn, Threads, Pinterest
createdOn, isRunningAds, confirmedOwner	the transparency tab
profilePictureUrl, coverUrl	the pictures
websiteEmails, websitePhones, websiteStatus	with enrichFromWebsite
type, error	page, or status + error for a free row explaining an empty line

{
  "type": "page",
  "name": "NASA - National Aeronautics and Space Administration",
  "url": "https://www.facebook.com/NASA",
  "category": "Government organization",
  "isVerified": true,
  "followersText": "28M followers",
  "followersApprox": 28000000,
  "email": "public-inquiries@hq.nasa.gov",
  "website": "http://www.nasa.gov/",
  "websites": ["http://www.nasa.gov/", "https://www.nasa.gov/nasa-app/"],
  "createdOn": "2009-03-04",
  "isRunningAds": false,
  "confirmedOwner": "NATIONAL AERONAUTICS AND SPACE ADMINISTRATION",
  "input": "NASA"
}

A business Page like The Met fills the other half: phone "+1 212-535-7710", address "1000 5th Ave, New York, NY 10028", hoursStatus "Open now", ratingPercent 100, reviewCount 119567.

💼 Use cases

1. B2B contact lists — turn a list of Facebook Pages into phone/e-mail/website/address rows. Input: target Pages, enrichFromWebsite on. Output: contact fields per Page. Use: feed a CRM or outreach.

2. Brand & competitor monitoring — track followers, verification and whether a Page is running ads. Input: competitor Pages, scheduled weekly. Output: firmographic rows over time. Use: watch presence and ad activity.

3. Due diligence — who's behind a Page and when it was created. Input: Pages, includeTransparency on. Output: confirmedOwner + createdOn. Use: verify a brand's provenance.

🔗 Integration

JavaScript / Node.js

import { ApifyClient } from 'apify-client';
const client = new ApifyClient({ token: 'YOUR_TOKEN' });
const run = await client.actor('foxlabs/facebook-page-profile-scraper').call({
  pages: ['NASA', 'themet'], includeTransparency: true,
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items[0]);

Python

from apify_client import ApifyClient
client = ApifyClient('YOUR_TOKEN')
run = client.actor('foxlabs/facebook-page-profile-scraper').call(
    run_input={'pages': ['NASA', 'themet'], 'includeTransparency': True}
)
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

Written for apify-client 3 for Python, where call() returns a run object; with version 1 or 2 it returns a dict — write run['defaultDatasetId'] there.

Automation (n8n / Zapier / Make): schedule or webhook → HTTP request to the Actor API with your pages → handle the JSON dataset → push to a sheet, CRM or dashboard.

📊 Pricing

Pay per event: page for every delivered Page row — whatever it carries. The price is on the Pricing tab. Nothing else is charged: no start fee, nothing for a status row, nothing for a Page that could not be read, nothing extra for the transparency tab or the website look-up.

❓ FAQ

Do I need a Facebook account, login or cookies? No. It reads only what Facebook shows a signed-out visitor on public Pages.

Where do the contacts come from? The Page's own contact section, plus (with enrichFromWebsite) the Page's website — never private data.

Can I get opening hours? Only "Open now"/"Closed now" — the weekly schedule is not on the visitor's page.

Can I export to CSV / Excel / JSON? Yes — directly from the Apify dataset.

What happens for a bad Page? You get a free status row saying why (not a Page, no such Page, signed-in only) — not charged.

🐛 Troubleshooting

• Few contact fields — big brands rarely publish a phone/e-mail/address on Facebook (measured: 6 of 20 did); the fields are returned only when present, never faked.
• websiteStatus: unreachable — the Page's site answers 429 or blocks a plain request (metmuseum.org did); the row says so instead of pretending.
• Wording varies by exit — "Government organization"/"organisation" and differently-formatted phones were both seen for one Page on different addresses.
• A Page returns a status row — it's a personal profile, group, or signed-in-only Page (free, not charged).

How it reads Facebook: opens the contact tab and the transparency tab as a signed-out visitor, reading the records they carry. Facebook serves public Pages to residential addresses only, so Apify Proxy residential is used by default; rate-limited exits are dropped and replaced. With enrichFromWebsite the Page's site is opened directly (no proxy), home + contact/legal page, 20 s each. Every run starts with a one-call check and ends with a clear message if Facebook's queries changed. A Page's tab HTML can be up to 14 MB, so the run uses 1 GB of memory.

⚠️ Trademark

Independent, third-party tool. Not affiliated with, endorsed by or connected to Meta Platforms, Inc. "Facebook" and related marks belong to their owners and are used here for identification only.

⚖️ Is it legal to scrape this data?

It reads only what Facebook shows a signed-out visitor, about Pages (businesses and organisations). Contact details are what the Page and its website publish for the public; personal data is protected by the GDPR and similar laws (and marketing law), so only collect and process it with a legitimate basis. The Actor does not log in, use anyone's account or cookies, or solve CAPTCHAs. See Apify's blog post on the legality of web scraping.

🤝 Support & contact

• 🌐 Website: data.foxlabs.com.tr
• 📧 Email: info@foxlabs.com.tr
• 🐛 Issues: open a ticket in the Actor's Issues tab — include the run id; the run's SOURCE_REPORT record holds what was asked, what Facebook answered and why the run stopped.
• 🧰 More clean data actors: Fox Labs on Apify

Changelog

0.1.3 — 2026-10-11 — the shared core of the family

• The shared core was updated with the Page Videos, Events and Reviews Actors; Page rows are unchanged.

0.1.2 — 2026-10-11 — 1 GB, two Pages at once

• Reads two Pages side by side and asks for 1 GB of memory (a tab's HTML is up to 14 MB); the compute share of a Page's cost stays well under a tenth of a cent.

0.1.1 — 2026-10-11 — memory on long lists, website clean-up

• Only the header and fields travel with a Page now (fixing out-of-memory on 20-Page runs); a Page naming its own Facebook address as its website gets no website from it; the same site named twice is one website.

0.1.0 — 2026-10-11 — first release

• One record per public Facebook Page: name, username, category (all), verification, followers/following, phone, e-mail, website(s), address, open-now, price range, recommendation rate and review count, social links, pictures, ids; the transparency tab (includeTransparency); website contacts (enrichFromWebsite). Free status rows for lines that bring nothing; restarted runs continue without duplicates. Standby mode prepared; published in batch mode.