Capabilities directory
Find your team’s next superpower.
- Function: Analytics and reporting
- Industry: E-commerce and retail
- Industry: Education
- Industry: Energy
- Business situation: Established businesses
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11 capabilities
AI visibility audit for an online store
A store owner or marketer gets a dated audit of how the store reads to AI assistants and shopping agents, from its own saved public pages: eighteen fixed checks with evidence, a fix list in priority order, and a record of what the assistants actually said. Nothing on the store is changed.
Analysis plan
Before anyone opens the spreadsheet, the owner or manager gets a one-page plan: the question restated, the hypotheses, the fields and periods needed, and the result that would change the decision. It runs no analysis and states no finding. You own the question and the criteria.
Comparison claim check
A manager holding a claim such as "version B converts better" and two groups of numbers gets back the method used, the size of the difference, how uncertain it is, the assumptions checked, and plain wording for what the data does and does not support. The manager decides what to do.
Creative fatigue review
When a campaign's reach or response pattern prompts a creative review, the paid media lead gets frequency and response set against the campaign's own baseline, by creative and audience, with other explanations marked and options to test.
Creative test evidence review
When a batch of ad creative is ready for review, the creative strategist and media lead get an evidence table by creative, angle, format and hook, with tentative learning and next-test options. No winner or loser is named, and thin evidence is held back.
Dashboard brief
Before anyone builds the dashboard, the requester gets one brief that settles the work: the decisions it serves, what is shown, each metric's definition, the filters, notes on every source and who refreshes it. The requester approves what is shown and the definitions.
Metric definition reconciliation
When two reports give different numbers for one metric, the owner gets a page: the definitions side by side, the gap bridged step by step from supplied records, each cause marked shown or not, and a proposed common measure. The owner chooses.
Operations KPI scorecard
Once a month the operations manager gets one red-amber-green page for the ten or fewer measures that run the operation: each value worked out from your own exports, its trend, what moved and why in the owner's words, and the action agreed for every red. You set the measures and decide the actions.
Program outcome map
Before an evaluation, the program and evaluation leads get one map linking each activity to the outcome it is meant to serve, with proposed measures, data sources, assumptions and the questions the evidence cannot yet answer. It claims no impact.
Range margin by channel review
When a wholesale offer or a promotion changes the economics of a range, the finance lead gets a margin worksheet for every product in every channel, showing which cost layers are in each figure and which gaps are still open. It invents no cost and changes no price.
Slow-moving stock and markdown plan
Before a seasonal reset, the merchandiser or store owner gets one plan from the sales and stock exports: each item's sell-through and weeks of cover, the cash tied up in dead and slow stock, and a markdown plan in dated steps with the margin each leaves and a date to stop. The owner decides every price.