name: online-marketing-graph
description: A graph-structured operating system for marketing work — diagnoses which barrier is actually blocking a result, routes to the right discipline (consumer psychology, UX research, behavioral economics, brand psychology, market research, experimentation), and enforces evidence gates before anything ships. Use whenever the user works on marketing, growth, conversion, funnels, landing pages, ads, copy, messaging, positioning, branding, pricing, onboarding, activation, retention, churn, A/B tests, customer research, personas, or user behaviour — including questions like "why aren't people converting", "how do I get more signups", "review my landing page", "what should this say", "how should I price this", or "who is my customer". Also use for marketing plans, campaigns, funnel audits, and growth strategy. Apply it even when the request sounds like a quick copy or design tweak, because the commonest failure in marketing is fixing the wrong barrier fluently — the graph fi