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Ultimate Facebook Ads Library Scraper

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Pricing

from $3.99 / 1,000 results

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ScrapeFlow

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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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