You can access the Instagram Ad Library Scraper — Ads by Keyword or Page 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
10# Run the Actor and wait for it to finish
11run = client.actor("scrapeio/instagram-scraper-premium").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

Instagram Ad Library Scraper | Meta Ads API in Python

The Apify API client for Python is the official library that allows you to use Instagram Ad Library Scraper — Ads by Keyword or Page API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Instagram Ad Library Scraper — Ads by Keyword or Page API in JavaScript

Instagram Ad Library Scraper — Ads by Keyword or Page API through CLI

Instagram Ad Library Scraper — Ads by Keyword or Page OpenAPI definition

Instagram Ad Library Scraper — Ads by Keyword or Page API

Instagram Ad Library Scraper — Ads by Keyword or Page

scrapeify/instagram-ad-library-scraper

Instagram Ad Library scraper for Meta Ad Library. Extract Instagram-only ads by keyword, brand name, Page ID, or URL. Get creatives, CTAs, spend and impression estimates. No cookies. Apify AI, MCP, and Cursor ready.

Scrapeify

Facebook Ad Library Scraper — Facebook & Instagram Ads

scrapeio/meta-facebook-ad-scrapper-using-ad-library-url-premium

Extract Facebook and Instagram ads by keyword, Page ID, or Ad Library URL. Sort by impressions or most recent. No Meta app. Apify AI, MCP, and Cursor ready.

Shop Intel

985

4.8

Meta Ad Library API - Facebook & Instagram Ads Scraper

thenetaji/meta-ad-library-api-scraper

Collect public Facebook and Instagram ads from the Meta Ad Library by keyword, advertiser Page or brand name. Filter by country, status, category, format, platform and date, with structured creative and timing fields.

The Netaji

5.0

Facebook Ad Library Scraper — Facebook & Instagram Ads

scrapeify/meta-ad-library-scraper

Facebook Ad Library scraper for Meta ads. Extract Facebook and Instagram ads by keyword, Page ID, or URL. Sort by impressions or most recent. Get creatives, CTAs, and spend estimates. No cookies. Apify AI, MCP, and Cursor ready.

Scrapeify

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Facebook Ads Library Scraper v2

prodiger/facebook-ads-library-scraper-v2

Search Meta's Ad Library by keyword, page handle, page URL, or full Ad Library URL. Pay-per-result.

Arnas

Facebook Ads Library Scraper: Meta Ads + Instagram Data

sourabhbgp/facebook-ads-scraper

Scrape Facebook Ads Library (Meta Ad Library) with 57 fields per ad, no login needed. Get ad copy, images, videos, CTAs, Instagram followers, page verification, AI-content flag and EU transparency, plus optional EU reach and advertiser data. Search by keyword, advertiser, or any Ad Library URL.

Sourabh Kumar

219

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

META Ads Library Scraper

leadsbrary/meta-ads-library-scraper

Scrape the Meta (Facebook & Instagram) Ads Library. Paste any Ad Library search URL or Facebook page URL. Get ad text, CTA, publisher platforms, language signals, dates and full advertiser page data. No login required.

Alexandre Manguis

1.1K

2.9

Meta Ad Library Scraper - Facebook & Instagram Ads

dami_studio/meta-ads-library-scraper

Scrape Facebook and Instagram ads from the Meta Ad Library. Search by keyword, Page ID or URL. Each ad row has the ad copy, creatives, CTA, advertiser Page and platforms. Spend and impressions only exist on political or issue ads, so most rows have none. No login, no API token. $0.34 per 1,000.

Dami's Studio

Instagram Ads Library Scraper - Meta Ad Library, All Filters

automation_craft/instagram-ads-library-scraper

Scrape Instagram ads from the Meta Ad Library without login: keywords, advertiser pages, ad IDs or Ad Library URLs, filtered to Instagram placements or any platform, with every Ad Library filter and EU / political transparency details. Exact caps, free total count, cross-run dedup, pay once per ad.