Meta Ads Library Scraper

What this actor does

Analyze Facebook and Instagram creatives, spend ranges, impression ranges, demographics, countries, and active status.

Meta Ads Library Scraper gathers competitor ad intelligence from Facebook and Instagram with creative metadata, spend ranges, impressions, and demographics.

Use cases

• Competitor creative tracking
• Paid social research briefs
• Ad archive monitoring

Output fields

The actor is designed for compact JSON records that are easy to send into dashboards, webhooks, MCP clients, vector databases, and AI pipelines.

Best first run

Start with one advertiser or search term and a valid Facebook Graph API access token. Confirm ad_id, page_name, creative text, spend ranges, impressions, countries, and active status before monitoring competitors.

Use through Apify MCP

MCP clients can call this actor as a focused Apify tool. Open the URL below in a compatible client, connect with Apify OAuth or your client's supported token configuration, then use the prompt as a small first run.

https://mcp.apify.com?tools=harvestlab/facebook-ads-library-scraper

Suggested MCP prompt:

Use harvestlab/facebook-ads-library-scraper through Apify MCP. Start with a small first run: Start with one advertiser or search term and a valid Facebook Graph API access token. Confirm ad_id, page_name, creative text, spend ranges, impressions, countries, and active status before monitoring competitors. Return compact JSON with these fields when available: ad_id, page_name, creative, spend_range, impressions, active. Include source URLs or source identifiers in the response.

Sample JSON output

Field values vary by source and input, but the record shape is kept compact so it can move cleanly into dashboards, webhooks, and AI workflows.

{
  "ad_id": "1234567890",
  "page_name": "Example Brand",
  "creative": "carousel_ad",
  "spend_range": "$100-$499",
  "impressions": "10K-50K",
  "active": true
}

Related search intents

FAQ