Best Meta Scrapers on Apify (2026)
Meta Scrapers entries are verified with real user counts, live pricing, and data-extraction capabilities for Facebook and Instagram.
Meta's platforms (Facebook and Instagram) are notoriously difficult to scrape due to aggressive anti-bot protections. The Apify Store hosts specialized actors maintained by developers who handle these bypasses for you.
Top Actors in This Collection
1. Facebook Groups Scraper — 22K users · 4.8 ⭐ · $2.60/1,000 posts
Rated 4.8 ⭐. Extract Facebook Group posts with author info, engagement metrics (likes, reactions, shares), comments, and embedded media assets. Supports public and private groups via session cookies. Try Facebook Groups Scraper on Apify →
2. Facebook URL to ID
Convert any Facebook page, group, or profile URL into its numeric Facebook ID. An essential pipeline utility for developers feeding IDs into other automation tools. Try Facebook URL to ID on Apify →
3. Facebook Pages Scraper — 36K users · 4.8 ⭐ · $6.60/1,000 pages
Rated 4.8 ⭐ by 36K users. Scrape Facebook page metadata at scale: name, website, email, address, follower counts, ratings, and advertising status for lead generation. Try Facebook Pages Scraper on Apify →
4. Facebook Reels Scraper
Extract Facebook Reels video content, view counts, like metrics, and creator details. Monitor short-form video engagement across public pages and creator profiles. Try Facebook Reels Scraper on Apify →
5. Instagram Followers Count Scraper — 7.8K users · 4.8 ⭐ · $1.30/1,000 profiles
Track real-time Instagram follower and following counts for any list of public handles. Rated 4.8 ⭐ and highly useful for automated influencer tracking pipelines. Try Instagram Followers Count Scraper on Apify →
6. Facebook Games Scraper
Scrape the Facebook Games catalog to extract app titles, player counts, developer info, ratings, and descriptions for app ecosystem research and competitive analysis. Try Facebook Games Scraper on Apify →
7. Instagram Search Scraper — 5.7K users · 4.3 ⭐ · $1.50/1,000 results
Search Instagram for profiles, places, and hashtags. Returns verification status, bios, address data, and related tag popularity — the best way to discover new targets. Try Instagram Search Scraper on Apify →
8. Facebook Ads Library Scraper — 14K users · 4.1 ⭐ · $3.40/1,000 ads
Scrape the entire Meta Ads Library — uncovering active competitor ads across Facebook, Instagram, WhatsApp, and Threads. Essential B2B and e-commerce marketing intelligence. Try Facebook Ads Library Scraper on Apify →
9. Facebook Posts Scraper — 51K users · 4.8 ⭐ · $2.60/1,000 posts
The highest-rated Facebook tool on Apify (4.8 ⭐). Scrape posts, engagement metrics, video metadata, and author details from any public business page or profile. Try Facebook Posts Scraper on Apify →
10. Instagram API Scraper — 12K users · 4.5 ⭐ · $2/1,000 results
Stable Instagram extraction via private API endpoints. High-volume, reliable data retrieval without the sluggish overhead of full-browser emulation. Try Instagram API Scraper on Apify →
Why These Tools Stand Out
Scraping Meta properties requires sophisticated infrastructure handling proxy rotation and browser fingerprinting. These actors manage all anti-bot mitigations behind the scenes automatically.
Apify offers $5 in free monthly credits, so you can test these tools on the free tier.
For public data like business Pages, Instagram APIs, and Ad Library intelligence, you typically do not need an account. However, accessing private Groups or deep nested comment threads may require you to provide a session cookie from a throwing account.
The Facebook Ads Library Scraper (14K users, 4.1 ⭐) is the industry standard for this. It extracts ad creative, copy, and targeting run dates across the entire Meta network.
Yes, every Apify actor comes with an auto-generated REST API. You can trigger runs and fetch results via webhook, funneling data directly into CRMs, Airtable, or custom applications using the official Apify clients for Python and JavaScript.