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Meta Ad Scraper
Meta Ad Scraper is an Apify Actor that extracts detailed ad data from the Meta (Facebook) Ad Library, including titles, creatives, CTAs, and advertiser info. Ideal for marketing analytics, ad intelligence, and competitor research with full proxy support and clean JSON output.
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๐ข Meta Ad Scraper ยท Apify Actor
Scrape Facebook (Meta) Ad Library data in structured JSON format โ including ad titles, images, CTAs, advertiser details, and more. Perfect for ad intelligence, market research, brand monitoring, or competitor analysis. Built and maintained by DataWizards.
๐ What Is Meta Ad Scraper?
The Meta Ad Scraper Apify Actor extracts live and archived ad data from the Facebook Ads Library, based on specific search queries and target countries.
This actor is designed to help you easily gather actionable advertising data โ including page details, media assets, CTAs, and ad metadata โ all formatted in clean, ready-to-use JSON.
Ideal for marketers, media buyers, analysts, and researchers seeking deep insights into ad campaigns across Meta platforms.
๐ง Key Features
โ Search by Keyword and Country โ Get ads for any brand, keyword, or product. โ High-Quality JSON Output โ Structured ad metadata ready for analysis or dashboards. โ Full Ad Metadata โ Includes page info, CTA, images, videos, text, categories, and more. โ Apify Proxy Integration โ Seamless proxy configuration with residential IPs for reliability. โ Custom Item Limits โ Define how many ads you want per query for optimized scraping. โ Easy Integration โ Plug directly into BI tools, data lakes, or analytics pipelines. โ Automated Ad Intelligence โ Track creative trends and brand advertising patterns efficiently.
๐ ๏ธ Input Schema
Hereโs how to use the actor:
{"countries":["vn"],"item_limit":30,"proxyConfiguration":{"useApifyProxy":true,"apifyProxyGroups":["RESIDENTIAL"]},"queries":["samsung"]}
๐ Input Parameters
| Parameter | Type | Description |
|---|---|---|
countries | Array | List of country codes (ISO format) where ads are targeted. |
item_limit | Integer | Max number of ads to retrieve per query. |
proxyConfiguration | Object | Proxy settings (Apify proxies supported). |
queries | Array | Keywords or brand names to search for in Meta Ad Library. |
๐ Proxy Configuration
- useApifyProxy: Set to
truefor smooth operation. - apifyProxyGroups: Recommended โ use
"RESIDENTIAL"for optimal coverage and reduced blocking.
๐ค Output Example
[{"title":"๐ Tuฬ sรขฬy siรชu sale","page_id":"779396745264983","page_name":"Review Coฬ Tรขm","ad_archive_id":"807921918725816","page_profile_uri":"https://www.facebook.com/61582293906645/","page_profile_picture_url":"https://scontent.fcgh39-1.fna.fbcdn.net/...","page_like_count":1130,"body_text":"๐ Tuฬ sรขฬy quรขฬn aฬo - chรขn aฬi cho muฬa mฦฐa...","cta_text":"Get promotions","cta_type":"GET_PROMOTIONS","display_format":"IMAGE","page_categories":["Shopping"],"images":["https://scontent.fcgh39-1.fna.fbcdn.net/..."],"videos":[],"is_active":true,"start_date":1762243200,"end_date":1762243200,"publisher_platform":["FACEBOOK"],"extra_links":[]}]
๐งพ Output Fields Explained
| Field | Description |
|---|---|
title | The adโs main headline or promotional text. |
page_name | Name of the advertiserโs page. |
page_id | Unique Facebook Page ID. |
ad_archive_id | Unique ad identifier in the Meta Ad Library. |
body_text | The adโs description or promotional message. |
cta_text | Text of the call-to-action button (e.g., โShop Nowโ, โGet Offerโ). |
images / videos | URLs of media assets used in the ad. |
publisher_platform | Platforms where the ad is shown (Facebook, Instagram, etc.). |
is_active | Boolean showing whether the ad is currently active. |
page_categories | Category tags related to the advertiserโs business. |
๐ Use Cases
๐งญ Ad Intelligence & Competitive Research Monitor and analyze competitorsโ ad creatives, messaging, and targeting trends.
๐ Brand Monitoring Track your brandโs ad performance and detect impersonation or misuse.
๐ผ Market Research & Trend Analysis Identify whatโs trending in specific regions, niches, or product categories.
๐ค Data Aggregation for AI Models Feed creative intelligence data into machine learning or AI tools for ad optimization.
๐ Marketing Dashboards Build internal tools or dashboards visualizing ad spend, creatives, and campaign trends.
โ Best Practices
- Always use Apify Residential Proxies for accuracy and stability.
- Limit item count for faster, lighter runs during testing (
item_limit: 10โ30). - Schedule runs for regular ad monitoring.
- Combine multiple country codes for broader ad intelligence.
- Store results in Apify datasets or export directly to CSV/JSON for analytics tools.
๐งฐ Need Customization?
Want to add new fields, filters, or simplify the output? DataWizards can tailor it to your exact needs!
๐ง Email: hello.datawizard@gmail.com
โ๏ธ Subject: Meta Ad Scraper โ Custom Output Request
๐ Connect on LinkedIn: linkedin.com/in/data-wizards-aa8080342
๐ฌ Feedback & Support
Found a bug? Need assistance or integration help? Weโre always ready to help you improve your workflow.
๐ฉ Email: hello.datawizard@gmail.com
โ๏ธ Subject: Bug Report โ Meta Ad Scraper Actor
๐ผ LinkedIn: DataWizards
DataWizards โ Your go-to partner for scalable, smart, and reliable data extraction.
๐ Start collecting powerful Meta Ad insights today โ with Meta Ad Scraper by DataWizards.
Fast. Scalable. Reliable. ๐ฏ
