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  • FRAMEWORK: (SOWHAT) How To Weed Out AI Tools

FRAMEWORK: (SOWHAT) How To Weed Out AI Tools

James Maduk
Updated on July 30, 2025

The Six Pillars of SO WHAT

PillarGuiding QuestionYour Notes★ Score
S – Scalable Problem SolvedDoes it eliminate a pain that actually bottlenecks your business? (e.g., research drag, grading time, lead‑gen content creation)
O – Observable OutcomeCan you measure a clear win—prep hours saved, higher completion rates, revenue bump—within 30 days?
W – Workflow FitWill it slide into your existing stack (Docs → WordPress → LMS) without a tangle of extra steps or file types?
H – Human Brand AlignmentDoes the output reinforce your tone and deepen learner trust, or does it sound off‑brand and generic?
A – Access & IntegrationsHow well does it plug into other services you rely on? (APIs, Zapier, MCP, WordPress hooks, LMS plugins, CRMs)
T – Time‑to‑Adopt vs PayoffHow soon will the first tangible benefit cover the setup and learn
Prompt
AI Prompts – Getting StartedFRAMEWORK: (SPARK) Turn Video Courses Into Mini-Apps
Table of Contents
  • The Six Pillars of SO WHAT

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