You can access the Facebook Ad Library Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "urls": [
10        { "url": "https://www.facebook.com/ads/library/?active_status=all&ad_type=all&country=IN&q=linkedin&search_type=keyword_unordered&media_type=all" },
11        { "url": "https://www.facebook.com/ZapierApp" },
12    ],
13    "count": 100,
14    "scrapePageAds.period": "",
15    "scrapePageAds.activeStatus": "all",
16    "scrapePageAds.sortBy": "impressions_desc",
17    "scrapePageAds.countryCode": "ALL",
18}
19
20# Run the Actor and wait for it to finish
21run = client.actor("curious_coder/facebook-ads-library-scraper").call(run_input=run_input)
22
23# Fetch and print Actor results from the run's dataset (if there are any)
24print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
25for item in client.dataset(run["defaultDatasetId"]).iterate_items():
26    print(item)
27
28# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Facebook Ad Library Scraper API in Python

The Apify API client for Python is the official library that allows you to use Facebook Ad Library Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Facebook Ad Library Scraper API in JavaScript

Facebook Ad Library Scraper API through CLI

Facebook Ad Library Scraper OpenAPI definition

Facebook Ad Library Scraper API

Facebook Ad Library Scraper

apipi/facebook-ad-library-scraper

Ultra-fast Facebook Ads Library scraper with advanced filtering. Extract ads from Meta Ads Library in seconds! Perfect for competitor analysis, market research, and ad intelligence.

ApiPi

224

5.0

Facebook Ad Library - 5$/month

insight_api_labs/facebook-ad-library-rental

Scrape Facebook ads library reliably and efficiently!

InsightAPILabs

383

5.0

Facebook Ad Library Scraper

agenscrape/facebook-ad-library-scraper

Extract ads from Facebook Ad Library instantly. Get complete ad details, images, videos, page info, impressions, and targeting data. Just paste the Ad Library URL and run. Fast, reliable extraction for competitor research and market analysis.

Agenscrape

208

Facebook Ads Library Scraper API

api_creators/facebook-ads-library-scraper-api

Scrape Facebook Ad Library: Extract ad data, copy & creatives from FB & Instagram. Powerful Facebook Ads Scraper for competitor research & ad intelligence. Search by keyword or Page ID. Export JSON, CSV, or Excel. Fast, reliable, and cheap Facebook Ad Library API.

API Creators

5.0

Facebook Ads Meta Ad library Scraper

bockmurat/facebook-ads-scraper-actor

Cheapest and fastest Facebook / Meta Ad library scraper on Apify. Scrape All ads per Ad library Url including creatives and collateral results. Scrapes Full Results for all Ads across Facebook, Instragram, Threads, Whatsapp, Messenger and Audience Network.

Murat

379

5.0

Facebook Ad Library Spy - Meta Ads Intelligence

viralanalyzer/facebook-ads-library

Search the Meta Ad Library for Facebook and Instagram ads.

viralanalyzer

194

4.7

Facebook Ad Library Scraper

corner_cutter/facebook-ad-library-scraper

Comprehensive Meta ad library tool that fetches all ads for a given Facebook Ad Library URL or page URL. Extract ad creatives, copy, targeting info, and more.

ReactRuby

364

3.9

Facebook Ad Library Scraper (Keyword Search)

scraped/facebook-ad-library-scraper-keyword-search

Scrape data from Facebook Ad Library based on your keyword.

scraped

Facebook Ads Library Scraper

api-empire/facebook-ads-library-scraper

Facebook Ads Library Scraper extracts ads from the Facebook Ads Library with full details. Capture creatives, copy, spend ranges, impressions, targeting data, advertiser info, and timestamps. Ideal for competitor research, campaign analysis, and structured ad intelligence workflows.

API Empire

5.0

Facebook Ads Library Scraper

scraper-engine/facebook-ads-library-scraper

The Facebook Ads Library Scraper extracts ad data from Facebook’s Ad Library, including advertiser details, ad text, impressions, and targeting info. Ideal for ad research, marketing insights, and competitor analysis, it delivers clean, structured data for analysis or integration via API.