The challenge
SEO work spans crawl data, page content and business priorities. Recommendations become hard to trust when the underlying signal is not visible.
The approach
SEOAgent separates collection, analysis and recommendation stages. Each proposed action should point back to observed page evidence and remain reviewable by an operator.