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Data & ResearchAll levels

VoC Mastery: Listening, Metrics, Index and Tooling

The complete Renascence Voice of the Customer program. Build a listening architecture across direct, indirect and inferred feedback; design methods and instruments that produce trustworthy data; master the full metric zoo (NPS, CSAT, CES, outcome and operational); analyse unstructured feedback and run driver analysis; construct a credible Customer Experience Index; design dashboards and reports that close the loop; and choose tooling with the governance and sovereignty rigour GCC work demands.

4.9(410)500+ enrolled
APCreated by Aslan Patov
Founder & Lead Instructor, Renascence
Renascence Academy
Modules8
Lessons32
CategoryData & Research
LevelAll levels

What you'll learn

The outcomes you'll walk away with, module by module.

What Voice of the Customer really is, the anatomy of a feedback signal, and how to build a listening architecture that hears th…
The full toolkit of listening methods, when to use each, and how to design survey instruments that produce trustworthy data ins…
NPS and CSAT taken apart properly — how each is calculated, what it truly measures, where it is best applied, its benchmarks, a…
CES and why effort predicts churn; the outcome metrics of churn, retention and lifetime value; the operational metrics that exp…
Turning raw feedback into insight: the AI text-analytics pipeline, sentiment versus emotion, Arabic dialect handling, driver an…
Why executives need one headline number, and how to construct a credible Customer Experience Index — selecting components, weig…
Designing dashboards for each audience, writing reports that drive decisions, and running the closed-loop discipline — inner an…
The categories of tooling that power a VoC program, how to choose among them, the build-versus-buy decision, and the data-gover…

Who it's for

A all levels program built for anyone serious about data & research.

1Professionals who want a practical, structured foundation in data & research.
2Teams that need a shared data & research vocabulary and a toolkit they can apply immediately.
3Newcomers building data & research skills from first principles — no prior background required.
4Leaders who want their organisation to make better, evidence-led customer decisions.

How you'll learn

This isn't passive video. You'll learn through 23 interactive mechanics — games, challenges and checks that make every concept stick.

Recall & memoryPractice

Flashcard review

Flip concise prompt-and-answer cards to rehearse terminology before a checkpoint. Ungraded practice.

Ordering & sortingPractice

Card sort

Assign cards into the correct category buckets. Good for taxonomy and classification.

Recall & memoryGraded

Clue reveal

Reveal increasingly specific clues, then name the concept. Correct answers pass; solving with fewer clues feels more rewarding.

Knowledge checksGraded

Multiple choice

Single-answer question with instant correct/incorrect feedback and an explanation.

Applied challengesGraded

Categorization sprint

Classify cards one at a time against a target score. A focused, graded counterpart to the exploratory card sort.

Applied challengesGraded

True / false blitz

Work through a fast deck of statements. Every round receives an immediate decision and the full set is auto-graded.

Ordering & sortingPractice

Sequence ordering

Reorder items into the correct sequence — ideal for process and journey steps.

Ordering & sortingPractice

Matching pairs

Tap a term then its match. Reinforces links between concepts and definitions.

Word & letter gamesGraded

Word scramble

Unscramble jumbled letters to form the correct term. Quick, playful vocabulary practice.

Applied challengesGraded

Scenario challenge

Make a decision in a realistic situation, then see its consequence. Auto-graded through the authored best response.

Knowledge checksGraded

Multiple select

Choose every correct answer from a set. Best for testing nuanced criteria where more than one response is valid.

Knowledge checksGraded

Fill in the blank

Complete one or more missing concepts in context. Tests precise recall rather than recognition.

ReflectionGraded

Confidence meter

Learners commit a confidence estimate before answering, exposing calibration gaps between certainty and accuracy.

Recall & memoryPractice

Memory match

A concentration grid pairing terms with their definitions. Ungraded practice that strengthens conceptual links.

Knowledge checksGraded

Odd one out

Pick the item that doesn't belong in a set — tests conceptual boundaries. Auto-graded.

Applied challengesGraded

Hotspot challenge

Locate the correct area on an image. Real click coordinates are graded against authored target radii, with neutral keyboard regions as an accessible alternative.

Knowledge checksGraded

Rapid-fire quiz

Answer a compact question deck one card at a time. Pace comes from flow, not an inaccessible hard timer.

Applied challengesGraded

Estimation slider

Estimate a benchmark on a continuous scale and pass when the answer falls inside the authored tolerance.

Word & letter gamesGraded

Crossword

Solve interlocking clues on a grid — learners see the letter count of each word and type answers cell-by-cell. Auto-graded.

Ordering & sortingGraded

Sequence builder

Build an exact process from shuffled steps. Unlike practice ranking, this version gates progress and is auto-graded.

Word & letter gamesGraded

Word search

Find 5–10 hidden terms in a letter grid by tapping the first and last letter. Great for reinforcing vocabulary like CX principles.

ReflectionGraded

Reflection

A prompted free-text response with a minimum-words gate. Turns learning into applied thinking.

Knowledge checksGraded

Combo multiplier

Correct streaks visibly grow a capped ×2–×3 multiplier while misses reset momentum without inflating grades.

Full curriculum

8 modules · 32 lessons · 4h 31m of learning

What Voice of the Customer really is, the anatomy of a feedback signal, and how to build a listening architecture that hears the customers who never fill in a survey.

What Voice of the Customer Really Is8 min
Signal Architecture: What to Listen For9 min
The Silent Majority Problem8 min
Checkpoint: Discipline and Architecture7 min

Renascence Academy

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Join 500+ learners in VoC Mastery: Listening, Metrics, Index and Tooling. Self-paced, interactive, and certified.