e-satisfaction

Key Driver Maps

You measure a lot of things. The hard question is which of them actually matter: of everything you track, which few attributes genuinely move loyalty — and are you good or bad at them? Key Driver Maps answer exactly that. This is a driver analysis that quantifies how much each satisfaction attribute influences a chosen outcome KPI, then plots every attribute so the answer is impossible to miss. It turns a wall of metrics into a short, prioritized to-do list. If you're a CX strategist or an executive deciding where to spend limited effort and budget, this is the report that tells you where the leverage is — and where it isn't.

The map is built on a real statistical impact measure (correlation with the outcome), not a self-reported "how important is this to you?" question — so importance reflects what customers do, not what they say.

What you'll see

An executive-summary strip sets the scene with KPIs your organization can tailor:

  • Responses — the sample behind the analysis, with quarter-over-quarter and year-over-year deltas. (Driver analysis needs a minimum sample — roughly 30 valid responses — to be reliable.)
  • NPS and CSAT — the headline scores for context.

The hero is the Key Driver Map itself — a scatter / quadrant plot where each attribute is a dot:

  • X axis = Performance — the attribute's average rating.
  • Y axis = Importance — its statistical impact on the chosen outcome.

That places every attribute into one of four quadrants, each a clear instruction:

  • FOCUS (high importance, low performance) — your improvement priorities; fix these first.
  • PROMOTE (high importance, high performance) — real strengths worth marketing.
  • MONITOR (low importance, low performance) — keep an eye on them, but don't panic.
  • MAINTAIN (low importance, high performance) — minor strengths; don't over-invest.

A standout control is the dynamic dependent variable selector: choose which outcome KPI drives the importance axis, and the whole map recomputes around it. The report also includes plain-language explainer panels — what NPS is, what the axes and quadrants mean — so the map is readable by anyone in the room. Where you have it, performance can optionally be benchmarked against industry or market data.

Put it to work

  • Build a focused to-do list. Everything in the FOCUS quadrant is a high-leverage fix; start there instead of spreading effort thin.
  • Market your strengths. Attributes in PROMOTE are things you're genuinely good at and that customers care about — lead with them.
  • Stop over-investing. MAINTAIN attributes look like wins but barely move the outcome; redirect that effort to FOCUS.
  • Pressure-test priorities by outcome. Switch the dependent variable to see whether the drivers of NPS differ from those of CSAT — they often do.

Mind the validity guard

Driver analysis runs on a quarterly cadence and needs a minimum sample (around 30 valid responses) to be trustworthy. If the map looks thin or unstable, check the response count first — a small sample can move attributes between quadrants for the wrong reasons.