Manual SEO audits fail to detect rank drift, broken canonical tags, or sudden HTTP 404 crawl errors until search traffic has already declined significantly.
Scripted automated analysis of GSC click trajectories flagging pages with consistent negative slope over rolling 30-day windows, scraped competitor heading trees, and prompted an LLM to generate refresh briefs.
Proactively identifies organic ranking drops and generates automated refresh briefs before traffic declines.