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Find Winning Video Ad Creatives in a Niche

Searches the public Meta Ad Library for video ads mentioning 'fitness app' shown in the US and returns a 3-ad sample with page name, ad copy, snapshot URL, run dates and enrichment such as detected CTA and running days. Swap in your niche keyword. Export CSV.

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Meta Ad Library Scraper — Ad Creatives, Spend & Targeting
Meta Ad Library Scraper — Ad Creatives, Spend & Targetingkhadinakbar/meta-ad-library-scraper
Page Name (Advertiser)
Ad Body Text
Headline
Landing Page Domain
+14 fields
Text
Number
Boolean
List
Object

Input

Search keyword or phrase:fitness app
Max ads to return:3
Countries:US

Output fields

Page Name (Advertiser)
Ad Body Text
Headline
Landing Page Domain
CTA Type (from Facebook)
Detected CTA
Ad Category
Image URLs
Video URLs
Is Active
Running Days
Spend Lower Bound
Spend Upper Bound
Currency
Impressions Lower Bound
Impressions Upper Bound
Ad Summary (LLM-ready)
Data Mode

How it works

Sign up on Apify or log in

The Meta Ad Library Scraper — Ad Creatives, Spend & Targeting Actor is ready to run with the inputs already set for "Find Winning Video Ad Creatives in a Niche". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Find Winning Video Ad Creatives in a Niche" task

The Meta Ad Library Scraper — Ad Creatives, Spend & Targeting Actor will start running based on the input automatically. You can also change all the input fields, like search keyword or phrase, max ads to return, and more, to match your specific use case.

Receive the "Find Winning Video Ad Creatives in a Niche" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as page name (advertiser), ad body text, headline, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Find Winning Video Ad Creatives in a Niche" task via API.

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