Field notes
Agentic SEO audits need better crawl evidence
Why AI-assisted SEO workflows are only as useful as the page evidence beneath them.
Read articleWhy local-first matters for technical SEO
A local workspace keeps crawl data close, fast, and easier to trust.
Read articleSemantic mapping belongs in the audit workflow
A site audit gets clearer when pages are understood by meaning, not only URL structure.
Read article