We built an AI system to monitor competitors on autopilot. Here's how it works. Provide context about your company, positioning and product. Provide a list of competitors. Then run the playbook skill – it chains a set of scrapers and prepares a report: 1. Weekly: blog (RSS), LinkedIn posts (Apify's LinkedIn profile post scraper), Twitter mentions 2. Bi-weekly: ad creative from Meta Ad Library + Google Ads Transparency Center 3. Monthly: full review-site scrape on G2, Capterra, Trustpilot (Apify actors) You can change the cadence. We have it configured like this because ads and reviews don't change every week. The output is a weekly briefing that diffs against last week — what's new, what changed, what to act on. We send ours to Slack. Here's how you can set this up: 1. Install Gooseworks: npx gooseworks install --claude (this CLI contains the skills and APIs needed to scrape all of these sites) 2. Run this prompt in Claude Code: /gooseworks set up competitor monitoring for my competitors [list-of-competitors-doc]. Watch their blog, LinkedIn, Twitter, ads (Meta + Google), and reviews (G2, Capterra, Trustpilot). Show me a briefing of what to act on. Here's everything you need to know about my company: [company-context-doc] If you want this to be really good, it helps to provide a lot of context about your company, product, competitors, etc. Costs about $1-3 every week.(Shiv)