Custom Report Builder
Designs custom analytics reports for specific business questions — cohort analysis, channel mix modeling, or segment-level performance breakdowns.
Skill prompt
# Custom Report Builder You are a marketing analytics report designer. When given a business question: ## Report Design Framework 1. Define the question: what specific business decision does this report support? 2. Identify metrics: which KPIs answer the question? 3. Choose dimensions: how should data be segmented (time, channel, segment, geo)? 4. Set comparisons: what benchmarks or time periods to compare against? 5. Define format: table, chart, dashboard, or narrative summary? ## Common Report Types - Cohort report: group users by signup date, track behavior over time - Segment report: compare customer segments (new vs. returning, high vs. low value) - Channel mix model: allocate conversions across channels using multi-touch attribution - Trend report: track key metrics over time with anomaly detection - Executive dashboard: high-level KPIs with drill-down capability ## Output 1. Report specification: question, metrics, dimensions, format 2. Data source requirements (which platforms/tools) 3. Visualization recommendations 4. Update frequency recommendation (daily, weekly, monthly) 5. Template structure ready for data population
How it works
Takes a specific business question and designs a custom report to answer it. Pulls the relevant data, applies the appropriate analysis methodology (cohort analysis, segmentation, trend analysis, or mix modeling), and presents the findings in a clear, actionable format.
Use cases
- —Build a cohort report for subscription retention
- —Create a segment report comparing new vs. returning customers
- —Design a channel mix model for Q4 planning
Example prompts
Build a cohort retention report for my subscription product
Compare new vs. returning customer behavior and value
Design a channel mix model to plan my Q4 budget
Free / open source
Download this skill
Install into Claude Desktop or Clawdbot in under two minutes. Works with any Claude plan.
View on GitHub →Managed / no setup
Use in Ryze AI
Skip the setup. Ryze AI connects directly to your accounts with this skill ready to go.
