meta-ad-spyCompetitive intelligence skill for spying on competitor ads using Meta's Ad Library. Use this skill whenever the user wants to: research competitor Facebook/...
Install via ClawdBot CLI:
clawdbot install abhishekj9621/meta-ad-spyGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://www.facebook.com/ads/library/?Uses known external API (expected, informational)
graph.facebook.comAudited Apr 18, 2026 · audit v1.0
Generated May 5, 2026
An e-commerce brand wants to see what ad creatives and copy competitors are using on Facebook and Instagram. Using the Playwright scraper, they extract ad images, videos, and text to identify design trends and messaging strategies.
A direct-to-consumer brand wants to estimate competitor ad spend and audience demographics using the Meta Graph API. They retrieve spend ranges and impression data to benchmark their own advertising budget and targeting.
A SaaS company monitors newly launched ads from competitors to track product launches, feature promotions, and pricing changes. The skill scrapes ad start dates and active status to identify recent campaigns.
A media agency wants to compile a quarterly report on ad trends in the automotive industry. They use the skill to scrape multiple competitors' ads and analyze ad formats, CTAs, and media types over time.
Offer ad spying as a service to clients, providing monthly reports on competitor ad strategies using this skill. Revenue comes from subscription fees for reports and insights.
Internal marketing teams use the skill to continuously monitor competitors, optimizing their own ad campaigns based on real-time intelligence. This reduces ad spend waste and improves ROI.
Build a platform that wraps this skill into a user-friendly dashboard, selling access to ad intelligence data for multiple industries. Revenue from tiered subscriptions.
💬 Integration Tip
Start with Phase 1 Playwright scraper to get creatives and copy, then integrate Phase 2 Meta Graph API with a valid access token for spend and impression data. Automate the pipeline with cron jobs for regular monitoring.
Scored Jul 2, 2026
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