You can access the Facebook Ad Library Scraper (Keyword Search) 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 API & Integrations 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 = { "keyword": "swim lessons" }
9
10# Run the Actor and wait for it to finish
11run = client.actor("scraped/facebook-ad-library-scraper-keyword-search").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Facebook Ad Library Scraper (Keyword Search) API in Python

The Apify API client for Python is the official library that allows you to use Facebook Ad Library Scraper (Keyword Search) 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 (Keyword Search) API in JavaScript

Facebook Ad Library Scraper (Keyword Search) API through CLI

Facebook Ad Library Scraper (Keyword Search) OpenAPI definition

Facebook Ad Library Scraper (Keyword Search) API

Facebook Ad Library Scraper

practicaltools/facebook-ad-library-scraper

Scrapes ads from the Facebook Ad Library. Accepts search URLs or Facebook page URLs and returns structured ad data.

Practical Tools

Facebook Ad Library Scraper

kayhermes/facebook-ad-library-scraper

Search the Facebook Ad Library by keyword and country. Extract ad text, advertiser names, and ad URLs for competitive ad research and market analysis.

Khoa Nguyen

Meta (Facebook) Ad Library Scraper

mikolabs/facebook-ad-library-scraper

Scrape the Meta Ad Library by keyword, Facebook Page ID, Ad ID, or direct Ad Library URL. Extract ad copy, CTA, links, images, videos, campaign dates, and other structured data from Facebook and Instagram ads.

Mikolabs

Facebook Ad Library Scraper

scraper-engine/facebook-ad-library-scraper

Facebook Ad Library Scraper extracts ads from the Facebook Ad Library. It collects ad text, advertiser names, ad creatives, start dates, platforms, and engagement details. Ideal for competitor analysis, ad research, marketing insights, and tracking advertising trends.

Scraper Engine

Facebook Ads Library Scraper API

api_creators/facebook-ads-library-scraper-api

$1 per 1000 ads! 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

166

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

294

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

772

3.9

📢 Facebook Ads Library Scraper Plus

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.

Scraper Engine

407

2.8

Facebook & Meta Ad Library Scraper

refined_numbers/meta-ad-library-scraper

Scrape ads from the Facebook/Meta Ad Library by keyword, country, ad type, media type, or by Ad Library URL - Plus EU reach and demographics that other scrapers miss.