SEO automation for multiple websites without portfolio-wide content sprawl.
Running several sites creates repetitive operations, but it does not make the sites interchangeable. The safe pattern is shared process with separate strategy.
Centralize the operating system
Standardize briefs, QA rules, source requirements, publishing checks, Search Console review and reporting. Those are repeatable processes that benefit from automation.
Separate the strategic inputs
Each site should have its own audience, entity graph, keyword universe, brand voice, commercial goals and internal-link structure. Do not let one master template create the same article set everywhere.
Use per-site controls
Keep CMS credentials, publishing calendars and pause switches independent. A bad prompt or integration failure should affect one site, not the entire portfolio.
Measure by site
Track query growth, cannibalization, indexation and conversions separately. Portfolio-level article counts hide problems that only appear at the URL or site level.