SlideShare a Scribd company logo
1 of 19
SERVICE OPERATIONS MANAGEMENT
      The Measure of Success
   Better Metrics for Customer Satisfaction

                                         Group 4:
                                         Amit Raizada
                                         Angshuman Adhikari
                                         Rajat Prasad
                                         Sreekanth Daruvuri
                                         Vivek Pandey
The Measurement of Success
                   Better Metrics for Customer Satisfaction

                                                    Three Major Products
                         Financial-software
                             company


                                              Quicken     QuickBooks     TurboTax

                 Driving Good
                 Profits is True
                  Growth???


Leadership ā€“ Scott Cook, Harvard MBA, Stint at
Procter & Gamble before cofounding the company.


Intuitā€™s Mission : ā€œ To make the customer feel so good about the product theyā€™ll
go and tell five friends to buy it.ā€
Evolution of Intuitā€¦

                                    Losing sight of its
                                  relationships with its
                                        customer.



                                                              Rapidly growing
 Customer                                                  business, thousands
 feedback                                                  of people in multiple
                                                                 locations
    was                         Gone Public in 1993
immediate
and direct.                                                          Vague
                                                                  statistics of
              Birth in 1983
                                                                 ā€œsatisfactionā€

                ā€œFollow-
               me-homeā€                                                   Managers
               program.                                                  focused on
                                                                           profits.
The Challenge: Measuring Customer Happiness
                 Conventional customer satisfaction measures are less
                                     reliable.

              Hire Market-research firms to conduct satisfaction surveys.

       Track customer retention rates.                How fast the bucket is filling up?



             Twenty questions on Loyalty Acid Test, Bain designed survey.
   Asses the state of relations between a
                                                A survey designed by Bain several years ago.
        company and its customer.



                          Assistance of Satmetrix Systems ,Inc.
Develops software to gather and analyze real-   Detailed information from 4000 customers,14
          time customer feedback.                               case studies.

                Measure the link between individual customerā€™s survey
                 responses and their purchase or referral behavior.
Discovering the Ultimate Question
  What is the Ultimate Question?

Key Features:
Statistical correlation with repeat purchases or referrals
Predict customer behavior
Predict a companyā€™s growth
Gauges customer loyalty

  Which is the Ultimate Question?

      Fredā€™s Favorite:                          B2C:                        B2B:



                                     ā€œHow likely is it that you   ā€œHow likely is it that you
  ā€œHow strongly do you
                                       would recommend            will continue to purchase
  agree that Company X
                                     Company X to a friend or      products or services of
 deserves your loyalty? ā€
                                          colleague? ā€                  Company X? ā€
When do customers make a personal referral?

           They believe that the Company offers superior value ā€“ In
               terms of price, quality, functionality, ease of use




                         They must ā€œfeel goodā€ about their relationship with the Company ā€“ The
                        Company knows them, understands them, values them, listens to them &
                                                 shares their principles




The 1st Condition engages     The 2nd Condition engages      It tests both the rational &
  the Customerā€™s Head           the Customerā€™s Heart            emotional dimensions
Scoring the Answers
Optimum Scale:                    Right Categorization:
ļƒ˜ Must make sense to customers    ļƒ˜ Divide customers into groups
   answering the questions.          deserving different attention.
ļƒ˜ Easily differentiable           ļƒ˜ Easily understandable
ļƒ˜ Simple Scale of 1-10 selected   ļƒ˜ Based on Consumer Behaviour
  Not at all Likely
                      0                       Detractors:
                      1            ļ¶ More than 80% of negative
                      2              WOM comments.
                      3            ļ¶ Some customers profitable yet
                                     damaging company reputation.
                      4
                                               Passives:
       Neutral        5            ļ¶ Motivated by inertia more than
                      6              loyalty.
                      7            ļ¶ May not defect until somebody
                                     offers a better deal.
                      8
                      9                       Promoters:
   Extremely Likely                ļ¶ Highest repurchase rates.
                      10           ļ¶ Accounted for more than 80% of
                                     the referrals.
Scoring the Answers contdā€¦%
Questions Answered:
    Can the frontline managers grasp the customer satisfaction metric easily?


   Does it help employees clarify and simplify the job of delighting customers?

   Does it allow employees to compare their performance from week to week,
                             month to month etc.?




            Percentage              Percentage                   Net
                of                      of                    Promoter
            Promoters               Detractors                  Score


ļ¶ Any company seeking growth must concentrate on both ā€“ increasing percentage of
  Promoters and decreasing percentage of Detractors.
ļ¶ NPS is to customer satisfaction as net profit is to financial performance.
Solving Intuitā€™s Problem

Implementation program for measuring NPS began in the spring of 2003


Initial phone survey process based on two questions
ā€¢ What is the likelihood you would recommend to a friend or colleague?
ā€¢ What is the most important reason for the score you gave?

Determine the existing mix of promoters, passives and detractors in each major business line


                                                  Above the NPS
       Initial NPS                                                         Room for
                             27 %to 52%            of average US
          score                                                          improvement
                                                  company ā€“ 10%




 Problems with phone survey

ā€¢ No way to close loop with detractors
ā€¢ Open ended response managerā€™s interpretation
ā€¢ Confusing and contradictory responses
Solving Intuitā€™s Problem
                        ā€œWould
                     recommendā€                   Steady flow
Formal Audit          question in                    of NPS
                      transaction                   insights
                        surveys

                                                                Hot spots relating
                                                                   to customer
                                                                 experience with
                                                                  the company




                 Problem            Cause         Solution                 Result

               ā€¢ Low NPS        ā€¢ Charging      ā€¢ Free tech-         ā€¢ NPS score
                 score for        customers       support for          increased
                 customers        for tech-       first 30             by 30%
                 who called       support         days of
                 Tech             phone calls     ownership
                 support
Solving Intuitā€™s Problem
                                    6000 member ā€œInner circleā€ of customers whose
                                        feedback was taken for managerial decision

Problem    Market share plummeted by 30 points from 2001 to 2003

              Detractors                     Promoters                  New customer
                  Improved quality of
 Cause             technical support
                                              Longer rebate process         Confusing tax jargons


                 Improve installation                                       30% never used the
                      process                                             product the second time


               Relocated all phone tech-                                   New priority for design
               support from India to US                                    engineers ā€“ ā€˜make the
                     and Canada                  Redesigned and              program simplerā€™
Solution
                                              simplified rebate forms     Snap tax ā€“ for people with
               Increased tech -support
                                                                          simple straight forward tax
                    staffing level                                                  returns

                    50% reduction in
                                             Turnaround time reduced       NPS of first time users
                installation related tech-
                                                 by several weeks          higher than that of long
                    support contacts
 Result                                                                      time users (Snap tax
                                                                           generated NPS of 64%)
Intuits Results: Happy customers & Shareholders
                   Over 2 year period from spring 2003 to the spring of 2005, Net promoter score for Turbo
                                                        max jumped


                                          The desktop version rose from 46 % to 61 %



                                          New userā€™s scores climbed from 48% to 58%



                       Retail market share surged from 70% to 79 % (Not easy feat in maturing market)


                    Provided actionable insights. Every business line addresses this as part of their strategic
                      plan, itā€™s component of every operating budget, itā€™s part of every executiveā€™s bonus.




ā€œNet promoter gives us a tool to really focus organizational energy around building a
better customer experienceā€                                       - CEO Steve Bennet
Intuits Results: Happy customers & Shareholders
Just as 6-Sigma had helped intuit improve its business process to lower costs and enhance quality, Net Promoter
Scores were helping it set priorities and measure progress toward the fundamental goal of stronger customer
loyalty


The more metrics are tracked, the less relevant each one becomes



Each manager will choose to focus on the number that makes his decision looks good.


The concept of one single metric has produced a huge benefit for intuit ā€“ customers, employees and investors
alike


It was a business-critical priority so important to Intuitā€™s future that it deserved to be understood by shareholders
NPS - Beyond Intuit Case
NPS Vs American Customer Satisfaction Index
Traditional customer-satisfaction measures typically omitted willingness to recommend,
instead focusing on aspects like perceived value, customer satisfaction, corporate image,
and rational and emotional commitment


                                             American Customer Satisfaction Index
Critics of NPS
Critics contend that it doesn't, that its 11-point scale has lower predictive validity than
other scales, that the segmentation of promoters/neutrals/detractors is arbitrary and
that other questions may be better predictors of growth rates



Not the Most Important Customer-Satisfaction Question

We find no support for the claim that Net Promoter is the 'single most reliable indicator of a
company's ability to grow


Doesn't Accurately Differentiate Promoters and Detractors


 "The rule-of-thumb score classes proposed by Reichheld (promoters are those respondents who
 give a likelihood of recommendation of 9 or 10 while the detractors give 6 or less) are not
 supported statistically, mask important changes and potentially mislead management that there
 is negative NPS when this may not be the case

Sources:
"A Longitudinal Examination of Net Promoter and Firm Revenue Growthā€œ
 - Ken Roberts, Forethought Research Australia
Critics of NPS

  Less Accurate than Composite Index of 3 Questions -


  A single item question is much less reliable and more volatile than a composite index.



  Fails to Predict Loyalty Behaviors -


  Contrary to assertions, the results indicate that recommend intention alone will not suffice as a
  single predictor of customers' future loyalty behaviors.

  Use of multiple indicators instead of a single predictor model performs significantly better in
  predicting customer recommendations and retention

  NPS is attitudinal rather than behavioral, measuring how many people say they would be likely to
  recommend, rather than how many are doing so.


- Customer Satisfaction - The customer experience through the customer's eyes, Nigel Hill, Greg Roche and Rachel Allen, p. 7
The Value of Different Customer Satisfaction and Loyalty Metrics in Predicting Customer Retention, Recommendation, and Share-of-
Wallet" (Timothy L. Keiningham, Bruce Cooil, Lerzan Aksoy, Tor W. Andreassen, Jay Weiner).
Critics of NPS

Performs Worse than Satisfaction & Liking Questions


The paper "Measuring Customer Satisfaction and Loyalty: Improving the ā€˜Net-Promoter' Score"
by Daniel Schneider, Matt Berent, Randall Thomas and Jon Krosnick counter intuitively
demonstrates that "satisfaction" and "liking" are better predictors of recommendations than
"likelihood to recommend".



Performs Worse than Other Scales


Schneider et al also demonstrate that the 11-point scale has the lowest predictive value of any
of the scales tested. The authors recommend a 7-point scale with labeled ends and midpoint for
the willingness-to-recommend question but also recommend a bipolar scale for a reworded
variant
Net Promoter Score

More Related Content

What's hot

Nps building guest loyalty
Nps   building guest loyaltyNps   building guest loyalty
Nps building guest loyaltySnigdha Majumder
Ā 
Everything You Need to Know About Net Promoter Score
Everything You Need to Know About Net Promoter ScoreEverything You Need to Know About Net Promoter Score
Everything You Need to Know About Net Promoter ScoreWizu
Ā 
NPS vs. CSAT - A Guide to Measuring Customer Happiness
NPS vs. CSAT - A Guide to Measuring Customer HappinessNPS vs. CSAT - A Guide to Measuring Customer Happiness
NPS vs. CSAT - A Guide to Measuring Customer HappinessTalkdeskInc
Ā 
AskNicely - more valuable customers with NPS
AskNicely - more valuable customers with NPSAskNicely - more valuable customers with NPS
AskNicely - more valuable customers with NPSKai Crow
Ā 
Measuring Customer Satisfaction: CSAT, CES and NPS compared
Measuring Customer Satisfaction: CSAT, CES and NPS comparedMeasuring Customer Satisfaction: CSAT, CES and NPS compared
Measuring Customer Satisfaction: CSAT, CES and NPS comparedCheckMarket
Ā 
Net Promoter Score
Net Promoter ScoreNet Promoter Score
Net Promoter ScoreSurveyGizmo
Ā 
How to run a perfect Net Promoter Score campaign [Webinar]
How to run a perfect Net Promoter Score campaign [Webinar]How to run a perfect Net Promoter Score campaign [Webinar]
How to run a perfect Net Promoter Score campaign [Webinar]Retently
Ā 
Nps net promotor score-by Niraj kumar
Nps net promotor score-by Niraj kumarNps net promotor score-by Niraj kumar
Nps net promotor score-by Niraj kumarNiraj Kumar
Ā 
What is the Customer Satisfaction Score / CSAT?
What is the Customer Satisfaction Score / CSAT?What is the Customer Satisfaction Score / CSAT?
What is the Customer Satisfaction Score / CSAT?CheckMarket
Ā 
[Webinar] Survey and Net Promoter Score Best Practices
[Webinar] Survey and Net Promoter Score Best Practices[Webinar] Survey and Net Promoter Score Best Practices
[Webinar] Survey and Net Promoter Score Best PracticesGainsight
Ā 
5 Proven Ways to Leverage Net Promoter Score
5 Proven Ways to Leverage Net Promoter Score 5 Proven Ways to Leverage Net Promoter Score
5 Proven Ways to Leverage Net Promoter Score SatisMeter
Ā 
Transforming Customer Experience: From Moments to Journeys
Transforming Customer Experience: From Moments to JourneysTransforming Customer Experience: From Moments to Journeys
Transforming Customer Experience: From Moments to JourneysMcKinsey on Marketing & Sales
Ā 
What is the Customer Effort Score (CES)?
What is the Customer Effort Score (CES)?What is the Customer Effort Score (CES)?
What is the Customer Effort Score (CES)?CheckMarket
Ā 
Total Customer Experience
Total Customer ExperienceTotal Customer Experience
Total Customer ExperienceSanjay Singh
Ā 
Customer Net Promoter Score PowerPoint Presentation Slides
Customer Net Promoter Score PowerPoint Presentation Slides Customer Net Promoter Score PowerPoint Presentation Slides
Customer Net Promoter Score PowerPoint Presentation Slides SlideTeam
Ā 
Customer Support Scores: CSAT vs. NPS vs. CES
Customer Support Scores: CSAT vs. NPS vs. CESCustomer Support Scores: CSAT vs. NPS vs. CES
Customer Support Scores: CSAT vs. NPS vs. CESTaskUs
Ā 
Lean Analytics @ MicroConf
Lean Analytics @ MicroConfLean Analytics @ MicroConf
Lean Analytics @ MicroConfLean Analytics
Ā 
Understanding Customer Experience
Understanding Customer Experience Understanding Customer Experience
Understanding Customer Experience Maroua Saoud
Ā 
Lean Stack - A Story Of Continuous Improvement
Lean Stack - A Story Of Continuous ImprovementLean Stack - A Story Of Continuous Improvement
Lean Stack - A Story Of Continuous ImprovementLukas Fittl
Ā 
Survey Analysis (CSAT, NPS)
Survey Analysis (CSAT, NPS)Survey Analysis (CSAT, NPS)
Survey Analysis (CSAT, NPS)Elliana Gallegos
Ā 

What's hot (20)

Nps building guest loyalty
Nps   building guest loyaltyNps   building guest loyalty
Nps building guest loyalty
Ā 
Everything You Need to Know About Net Promoter Score
Everything You Need to Know About Net Promoter ScoreEverything You Need to Know About Net Promoter Score
Everything You Need to Know About Net Promoter Score
Ā 
NPS vs. CSAT - A Guide to Measuring Customer Happiness
NPS vs. CSAT - A Guide to Measuring Customer HappinessNPS vs. CSAT - A Guide to Measuring Customer Happiness
NPS vs. CSAT - A Guide to Measuring Customer Happiness
Ā 
AskNicely - more valuable customers with NPS
AskNicely - more valuable customers with NPSAskNicely - more valuable customers with NPS
AskNicely - more valuable customers with NPS
Ā 
Measuring Customer Satisfaction: CSAT, CES and NPS compared
Measuring Customer Satisfaction: CSAT, CES and NPS comparedMeasuring Customer Satisfaction: CSAT, CES and NPS compared
Measuring Customer Satisfaction: CSAT, CES and NPS compared
Ā 
Net Promoter Score
Net Promoter ScoreNet Promoter Score
Net Promoter Score
Ā 
How to run a perfect Net Promoter Score campaign [Webinar]
How to run a perfect Net Promoter Score campaign [Webinar]How to run a perfect Net Promoter Score campaign [Webinar]
How to run a perfect Net Promoter Score campaign [Webinar]
Ā 
Nps net promotor score-by Niraj kumar
Nps net promotor score-by Niraj kumarNps net promotor score-by Niraj kumar
Nps net promotor score-by Niraj kumar
Ā 
What is the Customer Satisfaction Score / CSAT?
What is the Customer Satisfaction Score / CSAT?What is the Customer Satisfaction Score / CSAT?
What is the Customer Satisfaction Score / CSAT?
Ā 
[Webinar] Survey and Net Promoter Score Best Practices
[Webinar] Survey and Net Promoter Score Best Practices[Webinar] Survey and Net Promoter Score Best Practices
[Webinar] Survey and Net Promoter Score Best Practices
Ā 
5 Proven Ways to Leverage Net Promoter Score
5 Proven Ways to Leverage Net Promoter Score 5 Proven Ways to Leverage Net Promoter Score
5 Proven Ways to Leverage Net Promoter Score
Ā 
Transforming Customer Experience: From Moments to Journeys
Transforming Customer Experience: From Moments to JourneysTransforming Customer Experience: From Moments to Journeys
Transforming Customer Experience: From Moments to Journeys
Ā 
What is the Customer Effort Score (CES)?
What is the Customer Effort Score (CES)?What is the Customer Effort Score (CES)?
What is the Customer Effort Score (CES)?
Ā 
Total Customer Experience
Total Customer ExperienceTotal Customer Experience
Total Customer Experience
Ā 
Customer Net Promoter Score PowerPoint Presentation Slides
Customer Net Promoter Score PowerPoint Presentation Slides Customer Net Promoter Score PowerPoint Presentation Slides
Customer Net Promoter Score PowerPoint Presentation Slides
Ā 
Customer Support Scores: CSAT vs. NPS vs. CES
Customer Support Scores: CSAT vs. NPS vs. CESCustomer Support Scores: CSAT vs. NPS vs. CES
Customer Support Scores: CSAT vs. NPS vs. CES
Ā 
Lean Analytics @ MicroConf
Lean Analytics @ MicroConfLean Analytics @ MicroConf
Lean Analytics @ MicroConf
Ā 
Understanding Customer Experience
Understanding Customer Experience Understanding Customer Experience
Understanding Customer Experience
Ā 
Lean Stack - A Story Of Continuous Improvement
Lean Stack - A Story Of Continuous ImprovementLean Stack - A Story Of Continuous Improvement
Lean Stack - A Story Of Continuous Improvement
Ā 
Survey Analysis (CSAT, NPS)
Survey Analysis (CSAT, NPS)Survey Analysis (CSAT, NPS)
Survey Analysis (CSAT, NPS)
Ā 

Similar to Net Promoter Score

Crm assessment template
Crm assessment templateCrm assessment template
Crm assessment templateMarcus Tewksbury
Ā 
Whitepaper Maximisereturns
Whitepaper MaximisereturnsWhitepaper Maximisereturns
Whitepaper Maximisereturnsguest21feea
Ā 
Client Loyalty Reprint[1]
Client Loyalty Reprint[1]Client Loyalty Reprint[1]
Client Loyalty Reprint[1]marly_heidkamp
Ā 
How to grow your marketing agency in tough times - Guide
How to grow your marketing agency in tough times  - GuideHow to grow your marketing agency in tough times  - Guide
How to grow your marketing agency in tough times - GuideKahootz
Ā 
Insight sales deck short version 1
Insight sales deck short version 1Insight sales deck short version 1
Insight sales deck short version 1funnelprinciple
Ā 
Stratford CEM
Stratford CEMStratford CEM
Stratford CEMmarci maddox
Ā 
Building a "maniacal" customer-centric culture
Building a "maniacal" customer-centric cultureBuilding a "maniacal" customer-centric culture
Building a "maniacal" customer-centric cultureGenpact Ltd
Ā 
Service Sells 2012
Service Sells 2012Service Sells 2012
Service Sells 2012David Scurlock
Ā 
Turn customers into brand promoters By kaushal mehta
Turn customers into brand promoters By kaushal mehtaTurn customers into brand promoters By kaushal mehta
Turn customers into brand promoters By kaushal mehtaiamwire
Ā 
Customer satisfaction surveys a practical guide to making them work
Customer satisfaction surveys a practical guide to making them workCustomer satisfaction surveys a practical guide to making them work
Customer satisfaction surveys a practical guide to making them workDung Tri
Ā 
Measure what matters to compete on relationships linda sharp marketing camp
Measure what matters to compete on relationships   linda sharp   marketing campMeasure what matters to compete on relationships   linda sharp   marketing camp
Measure what matters to compete on relationships linda sharp marketing campMarketingCamp
Ā 
Measure what matters to compete on relationships linda sharp marketing camp
Measure what matters to compete on relationships   linda sharp   marketing campMeasure what matters to compete on relationships   linda sharp   marketing camp
Measure what matters to compete on relationships linda sharp marketing campPaul Wcislo
Ā 
B2B Customer Satisfaction Surveys - A Best Practice Guide
B2B Customer Satisfaction Surveys - A Best Practice GuideB2B Customer Satisfaction Surveys - A Best Practice Guide
B2B Customer Satisfaction Surveys - A Best Practice GuideJohn Coldwell
Ā 
Aquent/AMA Webcast: Priming the Pump: Driving Loyalty with Targeting and Posi...
Aquent/AMA Webcast: Priming the Pump: Driving Loyalty with Targeting and Posi...Aquent/AMA Webcast: Priming the Pump: Driving Loyalty with Targeting and Posi...
Aquent/AMA Webcast: Priming the Pump: Driving Loyalty with Targeting and Posi...Aquent
Ā 
CCW Executive Report: Customer Experience
CCW Executive Report: Customer ExperienceCCW Executive Report: Customer Experience
CCW Executive Report: Customer ExperienceNicole Leong
Ā 

Similar to Net Promoter Score (20)

Vovici Vision 2011: Five Keys to Improving Customer Satisfaction
Vovici Vision 2011: Five Keys to Improving Customer SatisfactionVovici Vision 2011: Five Keys to Improving Customer Satisfaction
Vovici Vision 2011: Five Keys to Improving Customer Satisfaction
Ā 
Dowden go beyondtrust (2)
Dowden go beyondtrust (2)Dowden go beyondtrust (2)
Dowden go beyondtrust (2)
Ā 
Crm assessment template
Crm assessment templateCrm assessment template
Crm assessment template
Ā 
Whitepaper Maximisereturns
Whitepaper MaximisereturnsWhitepaper Maximisereturns
Whitepaper Maximisereturns
Ā 
Client Loyalty Reprint[1]
Client Loyalty Reprint[1]Client Loyalty Reprint[1]
Client Loyalty Reprint[1]
Ā 
How to grow your marketing agency in tough times - Guide
How to grow your marketing agency in tough times  - GuideHow to grow your marketing agency in tough times  - Guide
How to grow your marketing agency in tough times - Guide
Ā 
Insight sales deck short version 1
Insight sales deck short version 1Insight sales deck short version 1
Insight sales deck short version 1
Ā 
Stratford CEM
Stratford CEMStratford CEM
Stratford CEM
Ā 
Building a "maniacal" customer-centric culture
Building a "maniacal" customer-centric cultureBuilding a "maniacal" customer-centric culture
Building a "maniacal" customer-centric culture
Ā 
Loyalty Report
Loyalty ReportLoyalty Report
Loyalty Report
Ā 
Service Sells 2012
Service Sells 2012Service Sells 2012
Service Sells 2012
Ā 
Question 1
Question 1  Question 1
Question 1
Ā 
Turn customers into brand promoters By kaushal mehta
Turn customers into brand promoters By kaushal mehtaTurn customers into brand promoters By kaushal mehta
Turn customers into brand promoters By kaushal mehta
Ā 
Customer satisfaction surveys a practical guide to making them work
Customer satisfaction surveys a practical guide to making them workCustomer satisfaction surveys a practical guide to making them work
Customer satisfaction surveys a practical guide to making them work
Ā 
Measure what matters to compete on relationships linda sharp marketing camp
Measure what matters to compete on relationships   linda sharp   marketing campMeasure what matters to compete on relationships   linda sharp   marketing camp
Measure what matters to compete on relationships linda sharp marketing camp
Ā 
Measure what matters to compete on relationships linda sharp marketing camp
Measure what matters to compete on relationships   linda sharp   marketing campMeasure what matters to compete on relationships   linda sharp   marketing camp
Measure what matters to compete on relationships linda sharp marketing camp
Ā 
B2B Customer Satisfaction Surveys - A Best Practice Guide
B2B Customer Satisfaction Surveys - A Best Practice GuideB2B Customer Satisfaction Surveys - A Best Practice Guide
B2B Customer Satisfaction Surveys - A Best Practice Guide
Ā 
Cicero CEM Best Practices NECCF 2011
Cicero CEM Best Practices   NECCF 2011Cicero CEM Best Practices   NECCF 2011
Cicero CEM Best Practices NECCF 2011
Ā 
Aquent/AMA Webcast: Priming the Pump: Driving Loyalty with Targeting and Posi...
Aquent/AMA Webcast: Priming the Pump: Driving Loyalty with Targeting and Posi...Aquent/AMA Webcast: Priming the Pump: Driving Loyalty with Targeting and Posi...
Aquent/AMA Webcast: Priming the Pump: Driving Loyalty with Targeting and Posi...
Ā 
CCW Executive Report: Customer Experience
CCW Executive Report: Customer ExperienceCCW Executive Report: Customer Experience
CCW Executive Report: Customer Experience
Ā 

Recently uploaded

Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communicationskarancommunications
Ā 
Call Girls Hebbal Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bangaloreamitlee9823
Ā 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfAdmir Softic
Ā 
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...Any kyc Account
Ā 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756dollysharma2066
Ā 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Servicediscovermytutordmt
Ā 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxAndy Lambert
Ā 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityEric T. Tung
Ā 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfAmzadHosen3
Ā 
B.COM Unit ā€“ 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit ā€“ 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit ā€“ 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit ā€“ 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxpriyanshujha201
Ā 
Yaroslav Rozhankivskyy: Š¢Ń€Šø сŠŗŠ»Š°Š“Š¾Š²Ń– і трŠø ŠæŠµŃ€ŠµŠ“уŠ¼Š¾Š²Šø Š¼Š°ŠŗсŠøŠ¼Š°Š»ŃŒŠ½Š¾Ń— ŠæрŠ¾Š“уŠŗтŠøŠ²Š½...
Yaroslav Rozhankivskyy: Š¢Ń€Šø сŠŗŠ»Š°Š“Š¾Š²Ń– і трŠø ŠæŠµŃ€ŠµŠ“уŠ¼Š¾Š²Šø Š¼Š°ŠŗсŠøŠ¼Š°Š»ŃŒŠ½Š¾Ń— ŠæрŠ¾Š“уŠŗтŠøŠ²Š½...Yaroslav Rozhankivskyy: Š¢Ń€Šø сŠŗŠ»Š°Š“Š¾Š²Ń– і трŠø ŠæŠµŃ€ŠµŠ“уŠ¼Š¾Š²Šø Š¼Š°ŠŗсŠøŠ¼Š°Š»ŃŒŠ½Š¾Ń— ŠæрŠ¾Š“уŠŗтŠøŠ²Š½...
Yaroslav Rozhankivskyy: Š¢Ń€Šø сŠŗŠ»Š°Š“Š¾Š²Ń– і трŠø ŠæŠµŃ€ŠµŠ“уŠ¼Š¾Š²Šø Š¼Š°ŠŗсŠøŠ¼Š°Š»ŃŒŠ½Š¾Ń— ŠæрŠ¾Š“уŠŗтŠøŠ²Š½...Lviv Startup Club
Ā 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Serviceritikaroy0888
Ā 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxWorkforce Group
Ā 
Call Girls Jp Nagar Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bang...amitlee9823
Ā 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfPaul Menig
Ā 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMANIlamathiKannappan
Ā 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesDipal Arora
Ā 
It will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayIt will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayNZSG
Ā 
Russian Call Girls In Gurgaon ā¤ļø8448577510 āŠ¹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ā¤ļø8448577510 āŠ¹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ā¤ļø8448577510 āŠ¹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ā¤ļø8448577510 āŠ¹Best Escorts Service In 24/7 Delh...lizamodels9
Ā 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsMichael W. Hawkins
Ā 

Recently uploaded (20)

Pharma Works Profile of Karan Communications
Pharma Works Profile of Karan CommunicationsPharma Works Profile of Karan Communications
Pharma Works Profile of Karan Communications
Ā 
Call Girls Hebbal Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service BangaloreCall Girls Hebbal Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bangalore
Call Girls Hebbal Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bangalore
Ā 
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdfDr. Admir Softic_ presentation_Green Club_ENG.pdf
Dr. Admir Softic_ presentation_Green Club_ENG.pdf
Ā 
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
Ā 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
Ā 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Service
Ā 
Monthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptxMonthly Social Media Update April 2024 pptx.pptx
Monthly Social Media Update April 2024 pptx.pptx
Ā 
How to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League CityHow to Get Started in Social Media for Art League City
How to Get Started in Social Media for Art League City
Ā 
John Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdfJohn Halpern sued for sexual assault.pdf
John Halpern sued for sexual assault.pdf
Ā 
B.COM Unit ā€“ 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit ā€“ 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit ā€“ 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit ā€“ 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
Ā 
Yaroslav Rozhankivskyy: Š¢Ń€Šø сŠŗŠ»Š°Š“Š¾Š²Ń– і трŠø ŠæŠµŃ€ŠµŠ“уŠ¼Š¾Š²Šø Š¼Š°ŠŗсŠøŠ¼Š°Š»ŃŒŠ½Š¾Ń— ŠæрŠ¾Š“уŠŗтŠøŠ²Š½...
Yaroslav Rozhankivskyy: Š¢Ń€Šø сŠŗŠ»Š°Š“Š¾Š²Ń– і трŠø ŠæŠµŃ€ŠµŠ“уŠ¼Š¾Š²Šø Š¼Š°ŠŗсŠøŠ¼Š°Š»ŃŒŠ½Š¾Ń— ŠæрŠ¾Š“уŠŗтŠøŠ²Š½...Yaroslav Rozhankivskyy: Š¢Ń€Šø сŠŗŠ»Š°Š“Š¾Š²Ń– і трŠø ŠæŠµŃ€ŠµŠ“уŠ¼Š¾Š²Šø Š¼Š°ŠŗсŠøŠ¼Š°Š»ŃŒŠ½Š¾Ń— ŠæрŠ¾Š“уŠŗтŠøŠ²Š½...
Yaroslav Rozhankivskyy: Š¢Ń€Šø сŠŗŠ»Š°Š“Š¾Š²Ń– і трŠø ŠæŠµŃ€ŠµŠ“уŠ¼Š¾Š²Šø Š¼Š°ŠŗсŠøŠ¼Š°Š»ŃŒŠ½Š¾Ń— ŠæрŠ¾Š“уŠŗтŠøŠ²Š½...
Ā 
Call Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine ServiceCall Girls In Panjim North Goa 9971646499 Genuine Service
Call Girls In Panjim North Goa 9971646499 Genuine Service
Ā 
Cracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptxCracking the Cultural Competence Code.pptx
Cracking the Cultural Competence Code.pptx
Ā 
Call Girls Jp Nagar Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call šŸ‘— 7737669865 šŸ‘— Top Class Call Girl Service Bang...
Ā 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdf
Ā 
A DAY IN THE LIFE OF A SALESMAN / WOMAN
A DAY IN THE LIFE OF A  SALESMAN / WOMANA DAY IN THE LIFE OF A  SALESMAN / WOMAN
A DAY IN THE LIFE OF A SALESMAN / WOMAN
Ā 
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best ServicesMysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Mysore Call Girls 8617370543 WhatsApp Number 24x7 Best Services
Ā 
It will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 MayIt will be International Nurses' Day on 12 May
It will be International Nurses' Day on 12 May
Ā 
Russian Call Girls In Gurgaon ā¤ļø8448577510 āŠ¹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ā¤ļø8448577510 āŠ¹Best Escorts Service In 24/7 Delh...Russian Call Girls In Gurgaon ā¤ļø8448577510 āŠ¹Best Escorts Service In 24/7 Delh...
Russian Call Girls In Gurgaon ā¤ļø8448577510 āŠ¹Best Escorts Service In 24/7 Delh...
Ā 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael Hawkins
Ā 

Net Promoter Score

  • 1. SERVICE OPERATIONS MANAGEMENT The Measure of Success Better Metrics for Customer Satisfaction Group 4: Amit Raizada Angshuman Adhikari Rajat Prasad Sreekanth Daruvuri Vivek Pandey
  • 2. The Measurement of Success Better Metrics for Customer Satisfaction Three Major Products Financial-software company Quicken QuickBooks TurboTax Driving Good Profits is True Growth??? Leadership ā€“ Scott Cook, Harvard MBA, Stint at Procter & Gamble before cofounding the company. Intuitā€™s Mission : ā€œ To make the customer feel so good about the product theyā€™ll go and tell five friends to buy it.ā€
  • 3. Evolution of Intuitā€¦ Losing sight of its relationships with its customer. Rapidly growing Customer business, thousands feedback of people in multiple locations was Gone Public in 1993 immediate and direct. Vague statistics of Birth in 1983 ā€œsatisfactionā€ ā€œFollow- me-homeā€ Managers program. focused on profits.
  • 4. The Challenge: Measuring Customer Happiness Conventional customer satisfaction measures are less reliable. Hire Market-research firms to conduct satisfaction surveys. Track customer retention rates. How fast the bucket is filling up? Twenty questions on Loyalty Acid Test, Bain designed survey. Asses the state of relations between a A survey designed by Bain several years ago. company and its customer. Assistance of Satmetrix Systems ,Inc. Develops software to gather and analyze real- Detailed information from 4000 customers,14 time customer feedback. case studies. Measure the link between individual customerā€™s survey responses and their purchase or referral behavior.
  • 5. Discovering the Ultimate Question What is the Ultimate Question? Key Features: Statistical correlation with repeat purchases or referrals Predict customer behavior Predict a companyā€™s growth Gauges customer loyalty Which is the Ultimate Question? Fredā€™s Favorite: B2C: B2B: ā€œHow likely is it that you ā€œHow likely is it that you ā€œHow strongly do you would recommend will continue to purchase agree that Company X Company X to a friend or products or services of deserves your loyalty? ā€ colleague? ā€ Company X? ā€
  • 6. When do customers make a personal referral? They believe that the Company offers superior value ā€“ In terms of price, quality, functionality, ease of use They must ā€œfeel goodā€ about their relationship with the Company ā€“ The Company knows them, understands them, values them, listens to them & shares their principles The 1st Condition engages The 2nd Condition engages It tests both the rational & the Customerā€™s Head the Customerā€™s Heart emotional dimensions
  • 7. Scoring the Answers Optimum Scale: Right Categorization: ļƒ˜ Must make sense to customers ļƒ˜ Divide customers into groups answering the questions. deserving different attention. ļƒ˜ Easily differentiable ļƒ˜ Easily understandable ļƒ˜ Simple Scale of 1-10 selected ļƒ˜ Based on Consumer Behaviour Not at all Likely 0 Detractors: 1 ļ¶ More than 80% of negative 2 WOM comments. 3 ļ¶ Some customers profitable yet damaging company reputation. 4 Passives: Neutral 5 ļ¶ Motivated by inertia more than 6 loyalty. 7 ļ¶ May not defect until somebody offers a better deal. 8 9 Promoters: Extremely Likely ļ¶ Highest repurchase rates. 10 ļ¶ Accounted for more than 80% of the referrals.
  • 8. Scoring the Answers contdā€¦% Questions Answered: Can the frontline managers grasp the customer satisfaction metric easily? Does it help employees clarify and simplify the job of delighting customers? Does it allow employees to compare their performance from week to week, month to month etc.? Percentage Percentage Net of of Promoter Promoters Detractors Score ļ¶ Any company seeking growth must concentrate on both ā€“ increasing percentage of Promoters and decreasing percentage of Detractors. ļ¶ NPS is to customer satisfaction as net profit is to financial performance.
  • 9. Solving Intuitā€™s Problem Implementation program for measuring NPS began in the spring of 2003 Initial phone survey process based on two questions ā€¢ What is the likelihood you would recommend to a friend or colleague? ā€¢ What is the most important reason for the score you gave? Determine the existing mix of promoters, passives and detractors in each major business line Above the NPS Initial NPS Room for 27 %to 52% of average US score improvement company ā€“ 10% Problems with phone survey ā€¢ No way to close loop with detractors ā€¢ Open ended response managerā€™s interpretation ā€¢ Confusing and contradictory responses
  • 10. Solving Intuitā€™s Problem ā€œWould recommendā€ Steady flow Formal Audit question in of NPS transaction insights surveys Hot spots relating to customer experience with the company Problem Cause Solution Result ā€¢ Low NPS ā€¢ Charging ā€¢ Free tech- ā€¢ NPS score score for customers support for increased customers for tech- first 30 by 30% who called support days of Tech phone calls ownership support
  • 11. Solving Intuitā€™s Problem 6000 member ā€œInner circleā€ of customers whose feedback was taken for managerial decision Problem Market share plummeted by 30 points from 2001 to 2003 Detractors Promoters New customer Improved quality of Cause technical support Longer rebate process Confusing tax jargons Improve installation 30% never used the process product the second time Relocated all phone tech- New priority for design support from India to US engineers ā€“ ā€˜make the and Canada Redesigned and program simplerā€™ Solution simplified rebate forms Snap tax ā€“ for people with Increased tech -support simple straight forward tax staffing level returns 50% reduction in Turnaround time reduced NPS of first time users installation related tech- by several weeks higher than that of long support contacts Result time users (Snap tax generated NPS of 64%)
  • 12. Intuits Results: Happy customers & Shareholders Over 2 year period from spring 2003 to the spring of 2005, Net promoter score for Turbo max jumped The desktop version rose from 46 % to 61 % New userā€™s scores climbed from 48% to 58% Retail market share surged from 70% to 79 % (Not easy feat in maturing market) Provided actionable insights. Every business line addresses this as part of their strategic plan, itā€™s component of every operating budget, itā€™s part of every executiveā€™s bonus. ā€œNet promoter gives us a tool to really focus organizational energy around building a better customer experienceā€ - CEO Steve Bennet
  • 13. Intuits Results: Happy customers & Shareholders Just as 6-Sigma had helped intuit improve its business process to lower costs and enhance quality, Net Promoter Scores were helping it set priorities and measure progress toward the fundamental goal of stronger customer loyalty The more metrics are tracked, the less relevant each one becomes Each manager will choose to focus on the number that makes his decision looks good. The concept of one single metric has produced a huge benefit for intuit ā€“ customers, employees and investors alike It was a business-critical priority so important to Intuitā€™s future that it deserved to be understood by shareholders
  • 14. NPS - Beyond Intuit Case
  • 15. NPS Vs American Customer Satisfaction Index Traditional customer-satisfaction measures typically omitted willingness to recommend, instead focusing on aspects like perceived value, customer satisfaction, corporate image, and rational and emotional commitment American Customer Satisfaction Index
  • 16. Critics of NPS Critics contend that it doesn't, that its 11-point scale has lower predictive validity than other scales, that the segmentation of promoters/neutrals/detractors is arbitrary and that other questions may be better predictors of growth rates Not the Most Important Customer-Satisfaction Question We find no support for the claim that Net Promoter is the 'single most reliable indicator of a company's ability to grow Doesn't Accurately Differentiate Promoters and Detractors "The rule-of-thumb score classes proposed by Reichheld (promoters are those respondents who give a likelihood of recommendation of 9 or 10 while the detractors give 6 or less) are not supported statistically, mask important changes and potentially mislead management that there is negative NPS when this may not be the case Sources: "A Longitudinal Examination of Net Promoter and Firm Revenue Growthā€œ - Ken Roberts, Forethought Research Australia
  • 17. Critics of NPS Less Accurate than Composite Index of 3 Questions - A single item question is much less reliable and more volatile than a composite index. Fails to Predict Loyalty Behaviors - Contrary to assertions, the results indicate that recommend intention alone will not suffice as a single predictor of customers' future loyalty behaviors. Use of multiple indicators instead of a single predictor model performs significantly better in predicting customer recommendations and retention NPS is attitudinal rather than behavioral, measuring how many people say they would be likely to recommend, rather than how many are doing so. - Customer Satisfaction - The customer experience through the customer's eyes, Nigel Hill, Greg Roche and Rachel Allen, p. 7 The Value of Different Customer Satisfaction and Loyalty Metrics in Predicting Customer Retention, Recommendation, and Share-of- Wallet" (Timothy L. Keiningham, Bruce Cooil, Lerzan Aksoy, Tor W. Andreassen, Jay Weiner).
  • 18. Critics of NPS Performs Worse than Satisfaction & Liking Questions The paper "Measuring Customer Satisfaction and Loyalty: Improving the ā€˜Net-Promoter' Score" by Daniel Schneider, Matt Berent, Randall Thomas and Jon Krosnick counter intuitively demonstrates that "satisfaction" and "liking" are better predictors of recommendations than "likelihood to recommend". Performs Worse than Other Scales Schneider et al also demonstrate that the 11-point scale has the lowest predictive value of any of the scales tested. The authors recommend a 7-point scale with labeled ends and midpoint for the willingness-to-recommend question but also recommend a bipolar scale for a reworded variant

Editor's Notes

  1. In hisĀ Harvard Business ReviewĀ article ā€˜The One Number You Need to Grow', Reichheld maintained that since his tests showed propensity to recommend to be the single question that had the strongest statistical relationship to future company performance, there was no point asking any other questions in customer surveys.