What the alpha supports today
Read-only website, Search Console and Bing checks, local decisions, exact approvals, a local draft review, receipts and an audit. Every step remains visible in the workspace.
Replace an SEO/GEO team
Can MarketingOS replace an SEO/GEO team?
The current alpha makes one bounded workflow traceable. It reads selected sources, records decisions and reviews one approved draft locally. It replaces neither accountability nor expert judgement.
What is not included yet
Continuous crawl orchestration, broad analysis connectors, complete content production and external execution are not part of the alpha yet.
What it should not replace
Business goals, brand judgement, legal approval, sensitive communication and critical budget decisions. Those need an accountable person with context and authority.
How work is divided
The alpha gathers evidence, prepares a decision and runs only the local draft review. The owner decides goal conflicts and critical interventions. Specialists review uncertainty and material impact.
When the model fits
When work is lost between tools, spreadsheets and chats. When the team has data and responsibility but lacks continuous operations. When traceability matters more than another list of recommendations.
How to judge a pilot
Not by the number of generated tickets. Look for usable decisions, fewer lost handovers, safe execution, complete evidence and an honest view of observed impact.
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