Automating Competitor Ad Intelligence: Scraping Meta Ad Library Insights

Building custom alerts that notify your creative team the instant a competitor launches a new ad hook or scales ad budget.\n\n### Technological Takeaways\n- Use AI as a velocity multiplier, not a replacement for human taste.\n- Clean first-party data is the fuel for all predictive machine learning.\n- Automate low-leverage repetitive tasks to focus on strategic positioning.