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Ultimate Facebook Ads Library Scraper

Ultimate Facebook Ads Library Scraper extracts public ads from the Facebook Ads Library. Collect ad creatives, copy, images, videos, advertisers, platforms, start dates, ad status, and more. Ideal for competitor analysis, ad research, marketing insights, and campaign monitoring.

Pricing

from $3.99 / 1,000 results

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ScrapeFlow

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10 days ago

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Facebook Ad Library Scraper (Apify Actor)

Scrapes Meta Ad Library using the same strategy as the standalone script: Playwright cookies → discover GraphQL doc_id from JS bundles → paginated search → optional per-ad details query. Dataset rows match the original output.json shape (snapshot, advertiser, transparency, etc.).

Input

Field	Description
urls	Required. Ads Library URLs (`/ads/library/...`) or Facebook page URLs. Bulk: list of strings or `{ "url": "..." }`.
proxyConfiguration	Apify Proxy. Runs without proxy first; on block → datacenter → residential (3 tries), then stays on residential.
limitPerSource	Global max ads across all sources.
scrapeAdDetails	Default `true`: merge `AdLibraryV3AdDetails` into each ad.
scrapePageAds.*	Country / active status for page-type URLs.

Output

Default dataset: one object per ad — same fields as the reference scraper (ad_archive_id, snapshot, ad_library_url, ads_count, merged details when enabled).

Local run

cd Facebook-Ads-Library-Scraper
python -m venv .venv
.venv\Scripts\activate   # Windows
pip install -r requirements.txt
playwright install chromium
set APIFY_TOKEN=...
python -m src

Use Apify CLI: apify run with INPUT.json in the actor directory.

Legal

Public Ad Library data only. You are responsible for compliance with Meta’s terms and applicable laws.

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