
In this talk, I will present an innovative, automated system to turn competitors' broken backlinks into concrete link building opportunities. Combining Ahrefs for backlink analysis, Python scripts for data processing, and the APIs of Perplexity AI and Hunter, I’ll share a practical method to identify and acquire high-quality backlinks. The session includes live demonstrations of the scripts and real-world case studies, showcasing how to fully automate the research, analysis, and outreach process to secure relevant and authoritative editorial links.





