You can access the Facebook Ads 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    "startUrls": [{ "url": "https://www.facebook.com/ads/library/?active_status=active&ad_type=all&country=US&is_targeted_country=false&media_type=all&q=Nike&search_type=keyword_unordered" }],
10    "searchQueries": ["Nike"],
11    "maxItems": 50,
12    "proxyConfiguration": {
13        "useApifyProxy": True,
14        "apifyProxyGroups": ["RESIDENTIAL"],
15    },
16}
17
18# Run the Actor and wait for it to finish
19run = client.actor("datascrapers/facebook-ads-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 Ads Library Scraper API in Python

The Apify API client for Python is the official library that allows you to use Facebook Ads 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 Ads Library Scraper API in JavaScript

Facebook Ads Library Scraper API through CLI

Facebook Ads Library Scraper OpenAPI definition

Facebook Ads Library Scraper API

Facebook Ads Library Scraper

apify/facebook-ads-scraper

Extract advertising data from Facebook, Instagram, WhatsApp, Threads. Get ads, publishers, prices, reach estimates, impressions, links, images, IDs, timestamps, product info, and more from Facebook Ad Library. Export ad data, schedule runs via API, and integrate with other tools or AI workflows.

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Extract powerful ad insights from Meta's Facebook Ads Library. Scrape comprehensive data including IDs, ad text, images, links, and page details to fuel digital marketing strategies and competitive research. Optimize and boost campaigns with current, actionable ad data for maximum impact.

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Facebook Ads Library Scraper — Meta & Instagram Ads

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Extract ads from the Meta Ads Library (Facebook & Instagram). Get ad copy, running days, EU spend data, carousel cards, and landing page URLs. The only scraper that tracks how long each ad has been running — your key signal for finding competitor winning ads.

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Facebook Ads Library Scraper [Reach Included] (Richest output)

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automation-lab/facebook-ads-library

Scrape Facebook / Meta Ad Library for competitor ad monitoring. Search by keyword, Page URL, pasted Ads Library URL, country, status, and media type. Extract creatives, copy, links, media, platforms, spend. No login or Meta API token required.

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jy-labs/meta-ad-library-multi-search-scraper

Monitor Facebook and Instagram competitor ads on a schedule. Every result comes back labelled new, ongoing, or ended against your previous runs, so you read what changed instead of the same list again. Up to 5 keywords, Page ID targeting, creatives, copy and CTA links. No Facebook login.

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Meta | Facebook Ads Library Scraper

azzouzana/meta-facebook-instagram-ads-library

$0.5/1K 💰 #1 Ultimate Meta | Instagram & Facebook Ad Library Scraper 💙 Fast. Get ad creatives, status & more from FB Pages, Instagram profiles or an Ad Library search URLs. Get deep audience demographics (age/gender), reach metrics & much more! High-velocity, enterprise-grade scraping.

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Meta (Facebook & Instagram) Ads Library Scraper

jmlp/meta-ad-library-scraper

Scrape all Facebook & Instagram ads of any page from the Meta Ad Library. Extract ad creatives, texts, titles, CTAs, image & HD video URLs, spend, reach and dates. Fast parallel scraping, multiple pages per run, date filters, no login or API key. Daily checks to ensure quality!

Mary Lou

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Facebook Ads Library Scraper for ClaudeCode

dexterous_seahorse/facebook-ads-library-scraper-for-claudecode

Scrapes public ads from Meta / Facebook Ads Library from Ads Library URLs, Facebook Page URLs, or keyword/page handles.

Dexter

Facebook Ads Library Scraper: Meta Ad Spy Tool

dltik/facebook-ads-scraper

Scrape Facebook & Instagram ads from Meta Ad Library by keyword, page or URL. Get ad copy, creatives, carousel cards, CTA links, EU spend, impressions, age/gender audience reach and running-days per ad. Filter by country, language, status. For ad spy, dropshipping, agencies. $0.75/1K ads.

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Facebook Ads Library Scraper 🎯📈 - Fast & cheap 💬⭐

scrapestorm/facebook-ads-library-scraper---fast-cheap

🚀 Extract Facebook (Meta) Ads Data 📊 from one or multiple Pages! Gather page details, reach estimates, impressions, ad IDs, and more 📅. Download in JSON, CSV, or Excel formats 🔽 for seamless integration into apps, spreadsheets, and reports. Perfect for analysis and insights 📈💻.