Obelo field notes
Better marketing systems start with better decisions.
Practical thinking for lean teams building a consistent marketing function with AI.
Featured · Operating model
Your marketing stack is not a marketing system
A practical test for whether your tools share decisions or only exchange files.
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Explore the operating model.
Your marketing stack is not a marketing system
A practical test for whether your tools share decisions or only exchange files.
BrandWhat brand memory should an AI marketing system actually hold?
The fields that make future work more consistent, while keeping human judgement where it belongs.
PlanningA content calendar should be able to explain itself
Move beyond filled dates by attaching audience, objective and campaign reasoning to every slot.
ProductionGeneration is easy. The quality gate is the product.
Why an AI content workflow should reject weak work before asking a person to review it.
VisibilitySEO and AI-answer visibility belong in the same planning conversation
Search rankings and AI citations are different surfaces, but they draw from the same authority system.
AgenciesThe agency advantage is an operating model, not more AI subscriptions
How agencies can use shared automation without flattening client brands or exposing production machinery.