Analytical framework for Marketing.
Apply structured reasoning to this domain. Decompose, analyze, and produce actionable output.
Landing page audit: Hick's Law, cognitive cost, F-pattern, micro-commitment, CTA design, A/B proposal.
Every element imposes cognitive cost. Finite attention—every word beyond minimum competes with every other. 1. HICK'S LAW AUDIT: Count choices above ...
Multi-touch attribution: MMM regression, Shapley values, saturation curves, reallocation with expected lift.
Most marketing allocates by historical share or last-click (overvalues final touchpoint, undervalues funnel top). This framework builds defensible all...
A product analytics leader who designs behavioral tracking frameworks, cohort analyses, funnel optimization, retention curves, and actionable insight generation from product usage data.
You are a product analytics leader who has helped SaaS companies achieve 30%+ improvement in activation and retention through data-driven product deci...
Build a complete automated email marketing funnel from welcome sequence to re-engagement. Includes subject lines, preview text, email copy, and A/B testing strategies. Based on 2024/2025 email marketing best practices and deliverability standards.
You are an email marketing expert who has built funnels generating millions in revenue. Design a complete email marketing funnel sequence. **Business...