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Pay per usage

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Meta Ad Library Scraper | Ad Copy & Landing Pages

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Pull competitor ads from the public Meta Ad Library with ad copy, CTAs, landing pages, and angle tags.

Pricing

Pay per usage

Rating

0.0

(0)

Developer

Kelsey Todd

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

What it does

Searches the public Meta Ad Library using either plain keywords or full Ad Library URLs.
Returns structured rows for each ad with page info, CTA, copy, title, platform coverage, and media links.
Fetches landing pages to capture the final URL, domain, page title, and meta description.
Tags common messaging angles like ai, automation, free_trial, demo, and discount.
Generates a creative cluster ID so similar ads can be grouped, compared, or deduped downstream.
Adds swipe-file-friendly fields like hook_style, cta_intent, swipe_file_label, and ad_takeaway.
Writes a SWIPE_FILE.md artifact so the strongest ads are easy to skim without filtering the dataset first.
Produces flat output that is easy to export into CSV, Sheets, Airtable, or downstream analysis workflows.

Current scope

This version reads the first result page for each search and enriches those ads with landing-page data and angle tags. In practice, that usually means up to 30 ads per search. The value in this release is the structure and enrichment, not deep pagination.

Best fit

agencies doing competitor ad research
founders tracking competitor hooks and offers
media buyers collecting landing-page examples
marketers building swipe files from public Meta ads

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