CX leaders keep fighting over NPS. Most fights trace back to scores read without context, and silent customers make it worse.
The Gist
Stated, not actual.NPS measures customers’ stated willingness to recommend, so teams must check it against renewals, churn and referral behavior.
Benchmarks need matching.Survicate’s data put median NPS at 49 for B2C and 38 for B2B, but those medians guide targets only when audience and survey method match.
Silence skews scores.With 30% of consumers telling no one after a bad experience, NPS programs need behavioral evidence alongside survey ratings.
Net Promoter Score (NPS) gives businesses a simple way to ask customers how likely they are to recommend a company, product or service. For customer experience (CX) teams, the score provides a starting point for understanding customer relationships and investigating what needs to improve.
Its value depends on how the survey is conducted, what customers say about their rating and whether the business acts on that feedback.
This article examines how to calculate NPS, design reliable surveys, interpret results and use the findings alongside other CX metrics to guide improvements.
What Is Net Promoter Score?
Net Promoter Score, or NPS, is a customer feedback metric that is based on a question: “How likely are you to recommend this company, product or service to a friend or colleague?” Customers respond on a scale from 0 to 10, and their answers are grouped into promoters, passives and detractors to calculate the score.
NPS measures state a willingness to recommend. It does not directly measure whether customers actually make referrals, renew a subscription or increase their spending. Reichheld and two Bain colleagues addressed that gap in 2021 with Earned Growth Rate, an accounting-based measure of revenue growth from returning customers and the new customers they refer. Businesses can use it to track changes in customer sentiment, then examine respondents’ explanations and behavior to understand what those changes mean.
Its simplicity makes NPS easy to communicate across a business. For example, a subscription software company might investigate whether lower ratings reflect onboarding problems, product limitations or unresolved support requests. Comparing those findings with renewal data can help the company assess whether the concerns are associated with customers leaving.
How NPS Fits With CSAT, CES and Churn Data
NPS works best alongside measures that answer different questions. Customer Satisfaction Score (CSAT) captures satisfaction with an experience, while Customer Effort Score (CES) assesses how easy it was to accomplish a task. Retention, customer churn and purchasing data help establish whether customer feedback corresponds with actual business outcomes.
How Is Net Promoter Score Calculated From the 0-to-10 Scale?
Customers who answer 9 or 10 are promoters, 7 or 8 are passives and 6 or lower are detractors, and NPS equals the promoter percentage minus the detractor percentage. The score reflects stated intent to recommend, so actual referrals, renewals and spending need separate tracking.
What’s a Good Net Promoter Score?
A positive NPS means the percentage of promoters exceeds the percentage of detractors. A score of zero means those percentages are equal, while a negative score means detractors outnumber promoters. NPS ranges from -100 to 100 and is reported as a score, not a percentage.
Whether a score is good depends on the context. Industry benchmarks can provide perspective, but comparisons need to account for the customer population, geography, survey timing and collection method. A survey sent immediately after a successful purchase may produce different results from one asking customers about their overall relationship with the business.
For example, a software company that is surveying account administrators should be cautious about comparing its score with a competitor surveying individual users. Both results may be valid, but they represent different experiences. Before using a benchmark to set a target, check how the research was conducted and whether it reflects the customers you serve.
Survicate’s 2025 NPS Benchmarks by Industry
Published benchmarks illustrate how much context matters. Survicate’s 2025 NPS benchmark report analyzed more than 5.4 million responses from 2,187 surveys run by 599 companies between January and October 2025. Median NPS was 49 for B2C businesses and 38 for B2B businesses. Industry medians also differed: retail and ecommerce scored 55, compared with 30 for software. Scores also slipped year over year. Median NPS fell in 10 of the 11 industries Survicate tracked between 2024 and 2025, and retail and ecommerce dropped from 68 to 55, while the cross-industry median held at 42. These figures offer reference points, but do not establish universal targets or explain why scores differ. A business should still examine whether the benchmark’s audience and survey approach match its own.
What to Do When NPS Drops After a Pricing Change
A change in the score can prompt investigation without automatically dictating the business’s response. Steve Fenton, an eight-time Microsoft MVP and Octonaut at Octopus Deploy, told CMSWire, “We use NPS as a signal, but don't act on it directly. We track the trend and identify specific events that cause a drop.” He described a pricing change that temporarily unsettled NPS, followed by work on high-impact product features and a steady improvement in the score throughout 2026. This shows why teams need to examine what changed and how customers responded, rather than treat every decline as a reason to reverse a decision.
What Were Survicate’s 2025 Median NPS Benchmarks for B2B and B2C Companies?
Survicate’s 2025 data put median NPS at 49 for B2C companies and 38 for B2B, with retail and ecommerce at 55 and software at 30. The medians come from Survicate customers’ surveys, so they guide targets only when audience, timing and collection method match.
Why Net Promoter Score Creates So Much Discussion
Net Promoter Score has certainly led to a fair share of debates and thoughts in the customer experience community. Here are a few examples:
How CMSWire Contributors Have Debated Net Promoter Score
The following table highlights CMSWire’s Net Promoter Score coverage since 2023, from contributors who defend the metric as one useful signal to those who no longer use it at all.
Teams treat NPS and CSAT as goals and celebrate score movement without asking what changed for customers. DeRosa recommends a customer-defined success statement, behavioral data alongside surveys and real-time follow-through on feedback.
NPS absorbs blame for organizations that tied it to compensation and treated it as a full CX strategy. Swapping in CSAT or CES repeats the cycle. Duris offers a five-question test for whether any CX metric drives decisions.
Run behavioral metrics alongside it and trust them when they conflict
AI-handled interactions produce real-time behavioral data that post-interaction surveys miss. Karofsky proposes tracking resolution, intent fulfillment and live sentiment signals, and keeping NPS only where boards expect it.
Teams that protect the score turn NPS into feedback theater, and social desirability bias, leading questions and non-anonymous surveys inflate results. Brooke recommends rigorous comment tagging, correlations and crosstabs to find the drivers of loyalty and churn.
NPS measures what customers say, and independent research fails to link it reliably to revenue growth or share of wallet. Riback prioritizes repeat purchase, retention and share-of-wallet data. Part one of a two-part series.
NPS gives a limited view of long, complex customer journeys. The article outlines customer effort score, sentiment analysis, customer lifetime value, first contact resolution and the Experience Quality Index, plus predictive analytics.
NPS captures short-term sentiment, while brand trust reflects long-term loyalty and resilience. The article compares three trust frameworks: the federal government’s trust question, the HBR/Deloitte HX TrustID survey and the Trust Equation.
NPS stays useful when programs adopt machine learning to predict scores, benchmark beyond industry peers and fold NPS into a balanced measurement system. The article also covers cultural differences in how respondents use the 0-to-10 scale.
Keep it, modernize it or ditch it? CMSWire contributors have debated the value of Net Promoter Score since 2023, questioning whether it remains a useful customer experience signal or distracts organizations from the behaviors and outcomes that truly matter.Simpler Media
How to Put NPS Into Practice
Start by deciding what you want to understand. Relationship NPS asks about the customer’s overall relationship with the business, while transactional NPS gathers customer feedback following a particular interaction. Keep those results separate so a recent support experience is not treated as equivalent to the broader relationship.
Choosing the NPS Question, Channel and Follow-Up
Choose a survey tool and delivery channel that suits your customers, whether email, text or an in-product invitation. Use the standard recommendation question and 0-to-10 scale, followed by an open-ended question such as “What is the main reason for your score?” Keep the survey brief and avoid wording that encourages a favorable rating.
Who Gets the NPS Survey and When
Define who receives the survey and when. Surveying only customers who completed a purchase or resolved a support issue can exclude people who abandoned the process or remain dissatisfied. Set a consistent schedule, limit repeated invitations and record the number invited and the number responding. Respondents may differ from customers who do not participate, so consider whose experiences could be missing.
Feedback from customers who cannot proceed can reveal problems that a survey of successful customers would miss. Shelley Parnell, chief experience officer at Dogtopia, said, “The biggest mistake is only listening to happy customers. Dogtopia intentionally seeks feedback from parents whose dogs don’t pass the Meet & Greet. Those are some of our most difficult conversations, and some of the most valuable.” Including those perspectives gives the business a way to examine how it handles an unsuccessful introduction, alongside feedback from families whose dogs attend.
How to Read NPS Response Rate Benchmarks
Participation benchmarks also require careful reading. Survicate’s separate analysis of 4,332 surveys from 460 companies found a median response rate of 9.98%. However, it defined a response as starting a survey or clicking its welcome screen, measured against survey views. That is different from completed NPS answers divided by invitations sent. The analysis covered several survey types and excluded link surveys distributed through channels such as email. For your own program, distinguish invitations, survey views, starts and completed recommendation ratings. Otherwise, two teams can report similar response rates while measuring different stages of participation.
Analyze the explanations alongside the score. Look for recurring concerns and differences between relevant customer groups, such as new subscribers and long-term customers. Avoid treating a small movement as meaningful without considering response counts and whether the surveyed population changed.
Closing the NPS Feedback Loop
Assign responsibility for acting on the findings. If customers describe repeated billing errors, the team that is responsible for billing needs to investigate the cause. Where respondents have agreed to follow-up, acknowledge their concern, explain the next step and track whether the issue is resolved. Closing the feedback loop means completing that follow-through, rather than simply thanking someone for responding.
Continue measuring under comparable conditions and assess whether changes in feedback correspond with better customer outcomes. The purpose is to improve the experience customers are reporting, with NPS helping the business track progress.
Why Should Relationship and Transactional NPS Results Stay Separate?
Relationship NPS measures the customer’s overall relationship, while transactional NPS captures a single interaction such as a support call. Blending them lets one recent experience stand in for the whole relationship and distorts trend lines.
How Does Key Driver Analysis Help Explain NPS?
Key driver analysis examines which aspects of the customer experience are most strongly associated with recommendation ratings. A business might collect feedback on product reliability, ease of use and support responsiveness, then analyze how those assessments relate to customers’ likelihood to recommend. This can help distinguish frequently mentioned concerns from factors that have a stronger statistical relationship with the rating.
Howard Lax, president of The LAX Group, director of experience management strategy at VistaXM, Inc., explained to CMSWire that driver analysis helps businesses identify, quantify and prioritize areas for improvement. The analysis gives teams a more specific basis for deciding where to investigate than the overall NPS alone.
For example, a subscription software company might find that customers reporting difficulty completing core tasks also give lower recommendation ratings, while opinions about the interface’s appearance have a weaker association. That finding could justify investigating usability problems before investing in cosmetic changes.
Testing Driver Analysis Findings Before Acting
An association does not prove that one factor causes another. Customer tenure, pricing or differences between product plans could affect both experience ratings and willingness to recommend. Use the findings to guide investigation, test targeted improvements and assess whether customer feedback and relevant business outcomes improve.
How Does Key Driver Analysis Separate Frequent Complaints From the Factors That Move NPS?
Driver analysis measures how strongly ratings for reliability, ease of use or support responsiveness track with likelihood to recommend. The results show where to investigate first, but an association does not prove the factor causes the score.
NPS Is Simple to Communicate, but Needs Context
A single score gives executives and customer-facing teams a shared reference point for discussing customer feedback. As Lax explained, “The NPS provides the promise that all you need to do is ask one question to gauge insight into brand loyalty.”
That simplicity also compresses information. Consider two hypothetical businesses with the same NPS but very different response patterns. A company with 60% promoters and 40% detractors scores 20. So does one with 30% promoters, 10% detractors and 60% passives. The first has a much larger share of customers giving low recommendation ratings, a distinction the headline score conceals.
The Same NPS Can Hide Different Customer Responses
These illustrative surveys each have 100 respondents and an NPS of 20, but the distribution of customer ratings differs considerably.
Survey result
Promoters (9–10)
Passives (7–8)
Detractors (0–6)
NPS calculation
Example A
60%
0%
40%
60 − 40 = 20
Example B
30%
60%
10%
30 − 10 = 20
Reporting the distribution of promoters, passives and detractors alongside NPS helps teams see those differences. Response counts, customer comments and relevant segment results add context. Keeping the headline measure easy to understand should not mean leaving out the information that is needed to interpret it.
How Can 2 Companies With an NPS of 20 Have Different Detractor Shares?
A company with 60% promoters and 40% detractors scores 20, as does one with 30% promoters, 60% passives and 10% detractors. Reporting the full distribution, response counts and segment results with the headline score exposes that gap.
Avoiding Over-Reliance on NPS
Choose CX measures based on the decision the business needs to make. A support team that is trying to reduce repeat contact needs to understand whether problems were resolved and why customers returned. A subscription business investigating cancellations needs to examine renewal behavior and reasons for leaving. NPS may contribute to either investigation, but it cannot answer those questions alone.
How Silent Customers Skew NPS Results
Customers who remain silent create another measurement gap. Qualtrics’ 2026 Consumer Experience Trends research, drawing on 20,000 consumers across 14 countries, found that 30% do not tell anyone after a bad experience. Only 29% sent feedback directly to the company, down 7.5 points since 2021, and the share who stayed silent reached a high for the survey. This is broader consumer research, not an NPS response-rate estimate, but it illustrates why survey feedback cannot capture every problem. Businesses can compare ratings with cancellations, abandoned purchases, unresolved support cases and other behavioral evidence to identify concerns respondents may not report. An absence of negative survey comments should not be treated as evidence that customers are satisfied, particularly when the people experiencing difficulties are missing from the responses.
An infographic highlighting the core principles behind Net Promoter Score (NPS) and why it remains a widely used customer loyalty metric.CMSWire
“While the Net Promoter Score metric has soared in popularity and offers a simple and straightforward way to gauge brand loyalty, it is not always the right CX metric to focus on,” Lax said. “Businesses that want to build better customer experiences should never blindly adopt NPS as their holy grail. The best CX metric is that which best explains the customer behaviors you are trying to encourage and the business outcomes you want to achieve.”
Lax recommends identifying the outcomes that matter, connecting them to customer survey and behavioral data and testing which metric best explains those outcomes. That gives businesses a basis for deciding where NPS belongs in their measurement program.
Match the CX Measure to the Business Question
Choose measures that answer the question being investigated, combining customer feedback with evidence of what customers actually do.
Business question
Relevant measure
What to examine alongside it
Are customers willing to recommend us?
Net Promoter Score (NPS)
Reasons for ratings, response distribution and actual referral activity
Were customers satisfied with this experience?
Customer Satisfaction Score (CSAT)
Customer comments, resolution status and subsequent complaints
How easy was it to complete the task?
Customer Effort Score (CES)
Task completion, abandonment and repeated steps
Are customers staying with the business?
Retention, renewal and churn rates
Reasons for leaving, customer tenure and differences between customer groups
Did support resolve the problem?
Resolution and repeat-contact measures
Customer confirmation, reopened cases and the reasons for further contact
How Score Coaching Distorts NPS
Keep incentives aligned with resolving customer problems. Pressuring customers to give a 9 or 10, or excluding dissatisfied customers from surveys, can improve the reported score while obscuring the experience the business needs to address.
What Share of Consumers Tell No One After a Bad Experience?
Qualtrics’ 2026 Consumer Experience Trends research found that 30% of consumers tell no one after a bad experience. Those customers never appear in survey results, so NPS needs to be checked against cancellations, abandoned purchases and unresolved support cases.
NPS as a Starting Point for Stronger Customer Experience
NPS gives businesses a clear measure of customers’ stated willingness to recommend, but understanding the experience requires more than the score. Reliable surveys, customer explanations and behavioral data help teams identify problems and decide what to address. Its practical value comes from using those findings to improve service and checking whether customers experience better outcomes.
Scott Clark is a technology journalist and long-time web developer who covers artificial intelligence, customer experience, digital experience and emerging enterprise technologies for CMSWire and VKTR. He has reported on information technology for more than two decades and has worked in web development since the early days of the commercial web.
