Content Marketing
Use AI for Marketing Research Without Treating Its Output as Evidence
A human-led research workflow that uses AI for assistance without treating generated text as verified market evidence.
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Analytics & Conversion
Create a Recurring Marketing Measurement Quality Check
A monthly check to catch tracking and data issues before they distort campaign decisions.
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Balance Leading and Lagging Indicators in Marketing Reports
Use early signals for diagnosis and lagging outcomes for accountability across a longer customer journey.
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CPL, CAC and Cost per Qualified Lead: Use the Right Marketing Measure
Use measures that match each funnel stage and avoid treating a cheap lead as a low-cost customer.
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Customer Lifetime Value for Marketing: Start with Cohort Evidence
A cautious framework for using customer value estimates without treating forecasts as guaranteed revenue.
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Marketing Attribution vs Incrementality: Understand the Difference
Know when attribution reports are useful and when a controlled incrementality question is needed.
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Write a Marketing Performance Summary Leaders Can Act On
Turn dashboard data into a short narrative that clarifies what happened, why it matters and what decision is needed.
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Audit CRM Data Quality Before Building a Marketing Dashboard
Check the underlying records and definitions so a dashboard does not make inconsistent data look precise.
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Use Your Own Marketing Baseline Instead of Generic Benchmarks
A baseline framework for comparing campaigns using the business’s own definitions, context and historical performance.
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