Growth-led marketing leader
Michael Preuss
I help teams win category attention, build AI-first GTM systems, and convert execution into pipeline outcomes.
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Writing
You Don’t Need Better Prompts. You Need a Knowledge Graph.
2026-03-09 · 23 min
The Context Graph: routing, views, templates, validations, loops If the Knowledge Graph is your system of record, the Context Graph is your system…
A practical guide to why prompting is a tactic, c…
Signal
- S1
The Context Graph: routing, views, templates, validations, loops If the Knowledge Graph is your system of record, the Context Graph is your system of action.
- S2
Reflection prompt: Tone of voice is not style, it's a system Most teams treat voice as vibes.
Proof points
- P1
Capture durable truth Write 6 canon files: Product truth ICP Category POV Positioning Proof map Voice 2.
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