Agree what the numbers mean
Define each metric, calculation, reporting window and owner. Check that the available data can answer the question before specifying further analysis.
Solutions
Turn marketing data into decisions with AI
Start with the decision your dashboard should support. MindVerve helps your team agree on metric definitions, explore meaningful segments and prepare analysis that makes assumptions and limitations visible.
When to start
Meetings circle around competing dashboards, aggregate averages hide differences and a change in a metric rarely leads to a clear next action.
For marketing leaders who have accessible data but need a clearer basis for action. Data collection changes and production dashboards receive a separate scope.
Steps
Assess definition consistency, reproducibility and whether findings inform an explicit decision. Record the outcome of that decision rather than counting dashboards produced.
Inspect the right comparisons
Compare relevant segments and periods, looking for mix changes and measurement breaks. Keep exploratory findings separate from claims about cause and effect.
Translate findings into options
Summarise what the evidence supports, what remains uncertain and which action or further test would reduce uncertainty. Assign a person to the next decision.
Inputs
- Priority business questions and the decisions they inform
- Approved data samples with metric definitions and source notes
- Relevant audience segments, time periods and known data gaps
Measurement
Assess definition consistency, reproducibility and whether findings inform an explicit decision. Record the outcome of that decision rather than counting dashboards produced.
AI Opportunity Sprint
Know which marketing task to improve first and what a credible pilot would require. We map the work, compare opportunities and turn the findings into a brief and roadmap you can use to decide what to fund.
View details · US$3,000Related resources
Analyse display campaigns with AIDemos
Inspect the work. Reproduce the method.
Three worked examples connect a marketing question to inspectable files, explicit checks and a practical decision.
These demonstrations use fictional briefs, documents and synthetic data. They are examples of method, not client results.
What would you like your marketing team to do better?
Tell us your goal. We’ll discuss your priorities and identify the right support for your team.
Initial project enquiry · No payment required