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 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 = {
9    "searchTerms": ["Nike"],
10    "pageIds": [],
11    "country": "US",
12    "proxyConfiguration": {
13        "useApifyProxy": True,
14        "apifyProxyGroups": ["RESIDENTIAL"],
15    },
16}
17
18# Run the Actor and wait for it to finish
19run = client.actor("bgfc97/facebook-ad-library-scraper").call(run_input=run_input)
20
21# Fetch and print Actor results from the run's dataset (if there are any)
22print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
23for item in client.dataset(run.default_dataset_id).iterate_items():
24    print(item)
25
26# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Facebook Ad Library Scraper - Ads by Page or Keyword 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 Ads Library Scraper

logical_scrapers/facebook-ads-library-scraper

Scrape the public Facebook Ad Library without logging in: ad copy, titles, images and videos, CTA buttons, landing page links, run dates, platforms and advertiser details, by keyword or advertiser page ID in any country.

Goldmine

5.0

(3)

Meta Ad Library Scraper

admo-solutions/meta-ads-library-scraper

Scrape ads from Meta Ad Library by keyword search or from Facebook page URLs. Extracts ad creatives, CTAs, platforms, and targeting data.

Admo Solutions

Facebook Ads Library Scraper

devcake/facebook-ads-library-scraper

Facebook Ads Library scraper for competitor research. Find active Meta ads by keyword or Page, export ad text, images, videos, and landing pages.

devcake

Facebook Ad Library Scraper

excitable_pickle/facebook-ads-library-scraper

Scrape ads from facebook ads library search results and facebook pages. Cost: $0.75 per 1K ads

Pavan

Facebook Ads Library Scraper

data-slayer/facebook-ads-library-scraper

Search public Facebook Ads Library records by keyword or advertiser, export structured ad and creative data, and optionally retrieve bounded ad details.

Data Slayer

Facebook Ads Library Scraper

axery/facebook-ads-scraper

Scrape ads from Facebook Ad Library. Extract ad creatives, headlines, call-to-actions, landing pages, advertiser details, and start dates. Fast & HTTP-only.

Axery

Facebook Ads Library Scraper: Creatives, Collation & Insights

datablow/facebook-ads-scraper

Extract comprehensive ad data from Meta / Facebook Ads Library — ad IDs, collation groups, advertiser details, spend, reach, publisher platforms, high-res images, and video URLs without blocking.

datablow

Meta & Facebook Ads Library Scraper

unrivaled_fortress/facebook-meta-ads-library-scraper

Scrape competitor ads from Facebook and Instagram Ad Library without login. Extract ad creatives, headlines, copy, CTA buttons, and landing page URLs.

David A

Facebook Ads Library Scraper

attainable_readiness/facebook-ads-library-scraper

Fast & reliable scraper for Meta Ads Library. Extract full ad details, media links (images/videos), primary texts, CTAs, landing pages, and full raw snapshots. Supports filtering by keyword, page ID, country, and date presets.

Michael Mikaelian

5.0

(1)

Meta Ad Library Scraper — Ad Search & Export

devilscrapes/meta-ad-library-scraper

Search Meta's public Ad Library by brand/keyword or advertiser Page ID and export live ad creatives — CTA text, ad copy, images, platforms, active status. No Meta login, access token, or App Review required. A Meta/Facebook Ads Library API alternative and data exporter.