A working model for ai seo agent
An AI SEO agent should diagnose the current site, connect opportunities to real product and audience evidence, recommend the smallest useful page or fix, and preserve crawl, metadata, schema, internal-link, accessibility, and measurement requirements through publication.
Inputs
Indexable URLs, rendered HTML, technical signals, product facts, audience questions, competitors, existing content, and search evidence.
Outputs
Prioritized fixes, distinct page intents, briefs, metadata, structured data, internal links, validation checks, and monitoring questions.
Guardrails
No invented traffic promises, keyword-swapped pages, fake expertise, unsupported schema, or automatic publication of unreviewed claims.