AI that works: Apify + TwelveLabs

AI that works is a monthly meetup for anyone building with AI in Austin: developers, founders, operators, go-to-market (GTM) teams, and the AI-curious. Every session: live demos from people shipping real things, a hands-on build, and honest conversation about what's actually producing results. We don't care if you're writing code or mostly prompting. If you're putting AI to work on something real, you belong here. This month We'll build a competitor ad-spy tool that turns hours of manual scrolling through the Meta Ad Library into a paste-one-URL workflow. You give it a competitor's Facebook page, and it pulls their video ads, ranks them by the spend and longevity signals that reveal a likely winner, and has AI watch each one to reverse-engineer the creative strategy: hook, offer, proof, and call to action (CTA). If you run paid social, you'll leave knowing how to surface a competitor's winning ads and the structure behind them. If you build with AI, you'll leave with the full stack: an Apify Actor that orchestrates a scraper, a scoring model, and four different AI models into one…