What Is Marketing Analytics?
Marketing analytics focuses on measuring marketing performance and turning customer, campaign, channel, and sales data into decisions. It addresses questions such as which channels generate profitable demand, how to allocate spend across campaigns, where conversion is breaking down, and which customer segments deserve different offers or messaging. Projects often include attribution analysis, dashboard and reporting design, customer segmentation, forecasting, test-and-learn program design, and marketing mix modeling. Clients may seek independent consultant support when internal teams need objective analysis, specialized modeling expertise, or extra capacity to inform budget decisions, go-to-market planning, and performance improvement efforts.
Umbrex Practices in Marketing Analytics
- Attribution modeling
Assigning conversion credit across online and offline touchpoints, linking media to sales outcomes, and guiding channel budget reallocation
- Campaign performance analytics
Cross-channel campaign measurement, attribution, and incrementality analysis to guide budget reallocation and improve pipeline, revenue, or retention outcomes
- Customer lifetime value analysis
Cohort-based customer lifetime value modeling, acquisition payback, and retention economics for channel budgeting, service tiering, and loyalty investment
- Funnel analytics
Funnel stage design, drop-off analysis, and conversion diagnostics across lead, trial, checkout, onboarding, or sales journeys
- Marketing analytics strategy
Attribution design, measurement frameworks, budget allocation modeling, and dashboards to guide channel investment and marketing performance decisions
- Marketing dashboard design
KPI frameworks, metric definitions, and role-based dashboard design linking channel spend, pipeline contribution, and revenue outcomes
- Marketing experimentation
A/B and holdout test design, lift measurement, and budget reallocation decisions across channels, offers, audiences, and landing pages
- Marketing ROI analysis
Attribution review, incrementality testing, and budget reallocation analysis to identify which marketing investments drive incremental revenue and margin