Quick answer
CX (customer experience) is the customer's overall perception of a company, formed by every interaction across the journey: discovering it, buying, using the product, getting help and renewing or leaving.
Formula: CSAT = satisfied responses ÷ all responses; NPS = % promoters − % detractors
What does CX mean?
CX means customer experience: the overall perception a customer has of a company, built from every interaction across the journey. It includes the first ad they saw, how fast the website loaded, whether checkout was clear, how the product behaves in daily use, how support answered, and what the renewal email said. Customers do not separate these; they remember the whole.
The term is used in two senses. CX as an outcome is how customers feel. CX as a discipline (customer experience management) is the work of measuring and improving that feeling across teams.
CX vs customer service vs UX
| Customer experience (CX) | Customer service | User experience (UX) | |
|---|---|---|---|
| Scope | The whole relationship with the company | Help given when a customer asks | Using one product or interface |
| When | Before, during and after purchase | Mostly after a question or problem | While using the product |
| Owned by | Everyone; often a CX or operations lead | Support team | Product and design |
| Typical metrics | NPS, retention, repeat purchase, CES | First response, resolution rate, CSAT | Task success, errors, time on task |
Good service can rescue a bad experience once; it cannot make up for a product that keeps failing. That is why CX is broader than service.
Touchpoints across the journey
- Discover: ads, search results, reviews, word of mouth.
- Evaluate: website, pricing page, demo, pre-sales chat.
- Buy: checkout or contract, payment, confirmation.
- Use: onboarding, the product itself, performance, reliability.
- Get help: help center, chat, email, response time and tone.
- Stay or leave: billing, renewal, cancellation flow.
Mapping these on a customer journey map shows where the experience breaks.
How to measure customer experience
Survey scores
- CSAT (customer satisfaction score): "How satisfied were you?" on a 1–5 scale. Usually reported as the share of 4s and 5s; some tools report the average score instead, so check which before comparing.
- NPS (Net Promoter Score): "How likely are you to recommend us?" 0–10. NPS = % promoters (9–10) − % detractors (0–6). Range −100 to +100.
- CES (Customer Effort Score): "How easy was it to get your issue resolved?" Effort predicts loyalty better than delight in service interactions, according to Dixon, Freeman and Toman.
Behavioural signals
- Repeat purchase rate, churn and retention.
- Support: first response time, resolution rate, repeat contacts.
- Friction on key pages: errors, rage clicks, exits.
- Conversion after a support conversation.
Surveys tell you how people feel; behaviour tells you what they did. Use both.
A worked example
Sample data for one quarter.
CSAT: 400 post-chat ratings, of which 312 are 4 or 5. CSAT = 312 ÷ 400 = 78%.
NPS: 250 survey responses.
| Group | Responses | Share |
|---|---|---|
| Promoters (9–10) | 110 | 44% |
| Passives (7–8) | 80 | 32% |
| Detractors (0–6) | 60 | 24% |
NPS = 44 − 24 = +20.
Reading detractors' comments shows most mention delivery delays, not support. CSAT on chats is good while NPS is mediocre: service is doing its job, the experience problem sits in fulfilment. That is the kind of conclusion you only get by measuring more than one touchpoint.
Good and bad CX, concretely
| Moment | Bad CX | Good CX |
|---|---|---|
| Pricing page | Shipping cost appears only at the last step | Total cost visible on the product page |
| Support | "Sorry for the inconvenience" and a ticket number | The answer, plus what happens next and when |
| Outage | Silence until customers complain | Status page and proactive message |
| Cancelling | Five screens and a phone call | Two clicks and an honest "why are you leaving?" |
How to improve CX
- Pick one journey (for example first purchase) and map it with real data.
- Find the biggest break: the step with the largest drop, the most errors, or the most support questions.
- Read what customers say at that step: chats, reviews, survey comments.
- Fix the cause, not the symptom. A clearer policy beats a better apology.
- Close the loop with customers who complained, and re-measure the same metrics.
Measuring CX in TapCub
- Live chat › Reports shows conversations, resolution rate, average and median first response (AI replies are not counted as a first response), and satisfaction: a 1–5 score given within 24 hours after a chat is resolved, averaged to one decimal. Note this is an average, not the share of 4s and 5s.
- Live chat › Reports › Conversion attribution compares the goal rate of visitors who chatted with those who did not, on the same day.
- All-platform analytics › Business › Journey maps gives each stage a sentiment score from 0 to 100: 100 minus 1.5 × the error rate, 1.5 × the frustration (rage-click) rate and 0.5 × the exit rate. A falling score points to the stage to investigate.
TapCub does not run NPS or CES surveys. If you collect them elsewhere, compare them with these behavioural numbers by period. More metrics are in customer experience metrics and building a customer experience dashboard.
Sources
- Reichheld, F. F. (2003). The One Number You Need to Grow. Harvard Business Review.
- Dixon, M., Freeman, K. and Toman, N. (2010). Stop Trying to Delight Your Customers. Harvard Business Review.
- McKinsey & Company, What is CX?
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Growth Strategist
Explores acquisition channels, activation, and conversion experiments, turning data insights into actionable growth hypotheses and evaluation methods.