technical scan
gap analysis
fix drafting
quality check
writer disputes ruling, escalating to human
human ruling: reviewer correct, rewrite
study session: 4 playbooks updated
audit complete: every check passing
AI agents · SEO and AI-search audits
The Office
A team of AI agents that audit a site together, argue about it, and get better every time.
Each agent has a desk and a job: crawl, analyse, draft fixes, review. Work moves desk to desk and can be sent back. When two agents disagree the conflict escalates to a human rather than being silently resolved, and after every stage each agent runs a study session that writes what it learned into its own permanent playbook. The loop keeps running until every check passes.



