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Analyze another fileStandard-library analysis: which of the attributes you measure most move an outcome you care about — satisfaction, NPS, retention, or spend? Key Driver Analysis combines statistical IMPORTANCE (how tightly each attribute tracks the outcome, via standardized regression effects and correlations) with current PERFORMANCE (how each attribute is rated today) and places every driver on an action quadrant: Maintain, Improve / Priority, Monitor, or Reduce effort. It tells you not just what matters, but where to invest first. Works on any dataset: map a numeric outcome and up to 10 numeric driver ratings.
Interactive horizontal_bar visualization
Interactive table visualization
Interactive scatter visualization
Interactive table visualization
Plain-English interpretation — what the numbers mean, what's significant, and what to do next.
Find which service attributes most move customer satisfaction or NPS
See our FAQ for details on pricing, data privacy, and how the analysis works. Every report includes a Methodology section showing the statistical test, assumptions checked, and diagnostics run.
Run any analysis on your own data — validated R analyses, interactive reports, AI insights, and PDF export.
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