
Customer Experience Optimization (CEO)
A Methodology for Improving Customer Experience, Loyalty and Shareholder
Value
Copyright 2005 e-black.biz,
all rights reserved.
Copyright Customer Value Optimization (CVO) 2005 e-black.biz with InterVox Group.
I. EXECUTIVE SUMMARY
Customer
Experience Optimization (CEO) is a systematic methodology for a business to
determine its customers’ top priorities conclusively and with precision
at any given time, to more effectively align its service objectives and the
structures to deliver them.
This
paper will examine a streamlined, practical and results-based approach that has
its roots in both statistical and financial theory and models, drawing upon
academic references with a business purpose.
A straightforward value proposition is supported by case examples with
tangible benefits and results.
The CEO
method consists of three basic steps or phases that allow a business (with a
focus on the customer contact center) to:
1)
AUDIT the Voice of the Business for its view of Customer needs through:
·
Organizational Review and Fact-Finding
·
Financial and Operating Impacts
2)
Determine the ROADMAP for the Voice of the Customer based on facts and
data:
·
In-Depth Analysis of Customer Comments
·
Statistical Modeling of Survey Data and Feedback
3) BLUEPRINT
the Alignment of Business and Customer priorities with:
·
Prioritization of Projects and Action Plans
·
Focused Measurement Systems
In conclusion, the paper develops the concept that quality
service, customer satisfaction and loyalty provide measurable return to the
business, or Return-on-Service.
This paper challenges schools of thought that view these as “soft”
measures, or regard high service levels as inconsistent with strong revenues
and expense reduction. Rather, the body
of evidence is shifting to support new metrics that focus on the customer as a
realistic calibration for success.
One of the primary differentiators of this approach is its
deliberate application of this particular spectrum of techniques (proprietary
to each client engagement) in order to achieve a comprehensive alignment of
business priorities with customer perspectives for maximizing their loyalty and
advocacy.
II. VALUE PROPOSITION FOR CEO
Loyal customer relationships are the ultimate competitive advantage for
sustaining a profitable business. With
ongoing changes in technology, markets and price-points, this loyalty remains
the steadfast differentiator in customer
retention, continued customer sales, their product/service experiences
and recommendations to others.
Upon finding a product or service that meets their
needs, most customers would prefer to remain loyal than search for an
alternative. As such, they are the most
cost-effective sales and advertising force available to any business. Loyal customers require no pay, training or
outsourcing, and yet they:
Understanding what drives customer satisfaction,
retention and loyalty also reduces rework costs associated with NOT meeting
customer needs in the first place, i.e., return trips, multiple callbacks,
refunds and service penalties.
Conversely, a continued emphasis on force reduction to the exclusion
of service can only lead to fewer people having less time to do more work of
poor quality from processes and systems that do not meet customer needs in the
first place.
In addition to customer loyalty being an untapped
resource for improving sustainable financial performance, it holds similar
corollaries for marketing, particularly in brand development. Understanding what’s important to customers
and delivering consistently on those attributes helps develop a brand that is
relevant to the customer target and extends the delivery of the brand promise
throughout the organization.
The alignment of priorities
around the customer from executive leadership to front-line employees weaves a
“Golden Thread” throughout the enterprise.
This applies whether the goals are marketing, financial or operational
in nature, providing a common focus for employees in contact centers, technical
support or product/service delivery functions (customer
“touch-points”). This focus pays
dividends across the many opportunities to touch the customer as “Moments of
Truth” if done well.
This paper presents a target
application for CEO analysis that is primarily focused on (but not limited to)
the contact center environment with the added value of aligning what are often
perceived as divergent business vs. customer needs.
III. THEORY BEHIND CEO
It has long been held (and also misperceived) that
providing good service and maintaining low costs are mutually exclusive, a
zero-sum game that comes down to a tradeoff between the two. But solid research has amassed over the years
to support the linkage between customer satisfaction, loyalty and shareholder
value. Some noteworthy works in this
area have included:
·
Malcolm Baldrige National Quality (MBNQ) data that
has asserted correlations between customer satisfaction levels and stock
performance, as reported by Fortune magazine.
·
Joint work by
TARP further identifies an area of customer
requirements and expectations that are closely linked to customer loyalty and
their willingness to recommend for the contact center environment. These fall under the category of Easy To
Do Business With and are summarized in a March, 2004 article for
ICCM Weekly by John Goodman:
With the exception of “First Call Resolution”,
customer satisfaction surveys tend NOT to measure these attributes yet customer
comments will bear them out to varying degrees.
Operationally, the contact center is usually in the midst of
implementing a technology program intended to further reduce human contact with
its customers! TARP observes in What
Drives Satisfaction In Your Call Center:
It’s Not As Simple As You Think that customer feedback surveys are
often focused on attributes that may be linked more strongly to basic
operations than loyalty:
The Customer Experience Optimization methodology
(CEO) is a multi-phase approach that has precedent in the above
business-academic publications and related works. Using the linkage between CSAT, loyalty and
shareholder value as foundation, CEO focuses on making the theory
operational. The best way to leverage
that correlation is to pinpoint the areas of highest impact to customer
satisfaction overall.
FIGURE 1 depicts where CEO draws upon these models
in bringing customer feedback to an actionable level on a case-by-case basis for
each client using their specific data from existing systems and data sources. CEO consistently analyzes both qualitative
customer feedback (verbatim comments not directly measured in the survey) in
conjunction with quantitative feedback (directly measured by the
existing survey instrument) to arrive at a robust set of client-specific
DRIVERS.
In the next section of this paper, tangible case examples are
cited which illustrate that, by understanding and acting upon customer
priorities from a fact-base, the business in question also reduced expense,
increased revenue or eliminated failed programs. In addition to the theoretical models shown
here, significantly enhanced shareholder value can be demonstrably measured by
such indicators as:
While CEO builds on pre-existing theories, the approach is unique
in its deliberate selection and application of techniques to achieve an alignment
of business priorities with customer perspectives for maximum loyalty and
advocacy. The aim of CEO methodology
is to Customer Experience Management as Six Sigma is to Total Quality
Management or PMI is to Project Management.
FIG. 1: Customer Experience
Optimization
A
Business Model for Satisfaction, Loyalty and Profitability
Financial Performance Measures
Shareholder Value as
measured by “Tobin’s-Q*” Firm’s Market Value Replacement Cost of Assets
KEY
REFERENCES:
![]()
Correlation
>> National Quality
Satisfaction & Loyalty
Indicators (Fournell
et al)


Drill-down
>>
Key Driver Analytics & Modeling
Company-Specific Performance Attributes: Overall
Satisfaction (CSAT per survey instrument) --
Product Quality --
Service Rep Attributes --
Other Call Handling Factors Recommend/Repurchase
Info
Gustaffson
&
Johnson,
Rust,
TARP
*Tobin’s-Q
is named after James Tobin of
IV. PRACTICAL APPLICATIONS & BENEFITS
The following are compelling
illustrations where leveraging the Voice-of-the-Customer to drive
business decisions has led to more profitable results. In all, there are over a dozen applications
of this methodology referenced in the Appendix (Section IX):
CELLULAR-WIRELESS CONTACT
CENTER OUTSOURCING
TELECOMMUNICATIONS INSTALLATION
& REPAIR INTERVALS
GLOBAL COMPUTER MANUFACTURING SERVICES
RESIDENTIAL-COMMERCIAL
DIRECTORY INFORMATION SERVICES
The approach is highly applicable to the contact center environment
(though not restricted to it) and can be considered industry-independent. The recurring theme is that acting on
customer priorities, when demonstrated by facts and data, can have
significant impact on reducing expense, increasing revenue or improving
productivity simultaneously.
Another significant business benefit of having
gathered this type of customer intelligence is higher utilization of CRM
(Customer Relationship Management) software investment for implementation
purposes, to better leverage the customer’s perspective and insight. According to CRMguru.com, CRM software
has not enjoyed high customer satisfaction levels when compared to ratings
across other industries, particularly in the areas of “ease of implementation”
and, ironically, “customer focus”.
V. VOICE OF THE BUSINESS (VOB)
Every business considers itself to be customer
focused. The reality is that most
are aligned by product or function with the best intentions of operating in a
customer-centric manner. The question
remains, what factual basis is there for knowing the customers’ priorities and
what is the cost of not knowing? Can it
be demonstrated how well customer needs are reflected in business planning and
day-to-day business practices?
VOB AUDIT -- A Factual Basis For Where You Are
The best place to start is
with a baseline evaluation of the degree to which customer requirements are
known and acted upon as reflected by policies, processes, resources, systems
and behaviors delivering critical customer needs. The CEO structured approach matches
operational understanding of customer requirements with basic customer feedback
(e.g., summary data from existing surveys).
Examples of such qualitative and quantitative information include:
·
Interviews with key leaders and
stakeholders to determine the degree to which customer feedback is reflected in
policies, business decisions and operating procedures.
·
Interviews with supervisors/managers
and direct observations of front-line contact center employees at (service
representatives, workforce management, etc.) to determine how customer feedback
is reflected in day-to-day work practices.
·
Job satisfaction interviews providing
the Voice-of-the-Employee to determine underlying environmental,
policy, operating or managerial issues that may ultimately impact customer
interactions.
·
Review of available quality assurance data (e.g.,
standardized service representative observations) to determine how front-line
employees are measured in relation to customer feedback.
·
Review of customer complaints and/or commendations
to determine the types of issues that become so extreme as to have potential
for either driving customers away or cultivating their loyalty.
Primary
outcomes include:
The
“Golden Thread” Summary: An assessment of customer needs as perceived
and operationalized in the Voice-of-the-Business, i.e., how customer
expectations are met at all levels of the organization to provide a consistent
and satisfactory customer experience.
The
“Low-Hanging-Fruit” Summary: An immediate identification of
those high-gain/low-cost discoveries that come from the recurring customer
experiences as recounted by employees or through basic workplace observations,
e.g., areas of significant customer pain/dissatisfaction or operational
inefficiency.
Another
aspect of assessing the Voice-of-the-Business is the identification,
from relevant data, the benefits of meeting customer needs vs. the price of not
doing so (stranded customer value) or the financial impact for customer service
not meeting performance targets. For this,
the focus shifts:
“Stranded
Value” Report: A
costing/financial model that allows the contact center to “scan”, i.e.,
prioritize those activities for which productivity and performance can be
improved or unnecessary traffic volumes isolated and avoided. This allows costs to be identified for
activities and/or business drivers that could potentially reduce traffic to the
contact center. For example, in a
self-service website, it would be focused on assessing the impact of website
features/functions, rework or other “triggers” driving traffic to a customer
care group, consistent with dissatisfied customer feedback or abandoned
transactions (lost revenue).
Outcomes
include financial reports and summaries, plus a “baseline” of activities, costs
and volumes showing impact of avoiding calls to the contact center. Key scenarios that are best aligned with
customer priorities are then modeled for their projected impact on service
time and cost.
VI. VOICE OF THE CUSTOMER (VOC)
Many businesses collect some form of customer
feedback, from word-of-mouth to formal tracking systems. Some companies review
service performance on a daily basis but see little change in results over
time. So the question remains, does the
business ask, understand and ultimately deliver what’s important to its
customers? Can it quantify with
precision those factors that drive customer loyalty and retention and those
that do not drive ultimate customer choice?
Does the business know what it means to fill these needs routinely and
become customer-centric, i.e., take action to organize processes, systems
resources and behaviors to deliver value?
VOC ROADMAP -- A Factual Basis
For Knowing Where To Go
The most direct route is to map out the specific
statistical model that describes the relative importance weights of key service
attributes on overall customer satisfaction (derived from actual survey
data). These results are combined with
customer verbatim comments to develop a comprehensive pattern or
“roadmap” of quantitative and qualitative KEY DRIVERS which includes:
·
Determination of relative importance
weights derived from a multivariate statistical model consistent with the
service attributes, data elements and parameters for qualitative and
quantitative information.
·
Content analysis of customer verbatim
comments to determine key themes, their role as rewards or penalties
in customer perception and the degree to which they are measured by the
existing survey instrument.
·
Overlay of performance metrics
against their corresponding importance weightings. These dimensions respectively define a
relative ranking of key service attributes both in terms of their EFFECTIVENESS
(Doing The Right Things) and EFFICIENCY (Doing Things Right).
Primary
outcomes include:
Survey Optimization: Specific recommendations for upgrading existing
surveys to capture substantive customer issues not currently measured (or
dropping those found to have low impact) by the current instrument.
Reward & Penalty Map: A graphical analysis providing a comprehensive
set of qualitative and quantitative customer “pain-points” and satisfaction
drivers. To the extent that
complaint/commendation data is available for review, a more robust Voice-of-the
Customer perspective can be provided accounting for extreme
satisfiers/dissatisfiers.
Value Map/Impact Graph: A precise identification of areas for maximum
leverage or “lift” to achieve the most significant and sustainable performance
improvements in the shortest time, providing fact-based support for
investment in corrective actions, technology upgrades or other contact center
programs. Figure 2 is an EXAMPLE of one
key element at the heart of the CUSTOMER VALUE ROADMAP:
FIGURE 2: CEO VALUE/IMPACT
MAP

In the above graphic, Time-to-Resolve (RSLV-TIM) and First Call
Resolution (1st CALL) account for over 60% of the impact on Overall
Satisfaction (CSAT). Traditional
performance measurement would focus on low-scoring Hold Time (HOLD) and Call
Transfer (TRNS), which together account for less than 10% of the total impact
on CSAT. In this example, Customers
placed low importance on Technicians and Service Representatives because they
recognized that TECH’s & REP’s had
little control of poor processes. This
company was also investing heavily to improve Speed-of-Answer and IVR/Speech
technology when IVR-ANS was not a key driver.
Voice-of-the-Customer
Analysis: An
aggregation of findings and conclusions from Complaints/Commendations and
Rewards/Penalties analyses with other relevant data built by the VOB
AUDIT. This serves to fully compare and
contrast high-value customer experiences or “pain-points” from actual feedback
with what the business perceives as customer needs. It is the stage at which an ALIGNMENT of
Business and Customer needs can occur, the primary outcome of CEO analysis.
VII. ALIGNMENT OF PRIORITIES
Once the Voice of the Business and the Voice of the Customer have been
articulated from a fact base, the degree to which they are in synch can be
clearly demonstrated. The question then
becomes, does the business take action to realize the benefits of aligning its
priorities with those of its customers?
What is done to ensure results match expectations (customer AND business
needs)? Is customer-centricity fully
integrated into the business’ TOTAL PERFORMANCE MANAGEMENT program?
VOB-VOC SYNCH-UP -- A Factual Basis For Getting There
The vehicle best suited for making the
trip successfully is to align business priorities (found in the VOB
AUDIT) with those of customers (found in the VOC ROADMAP) through specific and targeted
adaptation of working processes, metrics, infrastructure, etc. This usually involves progress monitoring to
reward performance or determine interventions needed and implementing potential
changes to operational programs or technology investment. Solutions as well as their ongoing
effectiveness may include:
CEO programs and Action Plan details will be unique
to each client. However, there are
certain areas of consistent focus and impact that provide a baseline closure
point to having completed both the VOB AUDIT and VOC ROADMAP. These involve (1) the alignment of current
business activities or potential investment according to relative customer
impact, and, (2) the capture of feedback consistent with customer priorities.
Primary outcomes include:
Project
Prioritization: A ranking of improvement programs or investment that the
contact center has the option to pursue against the priorities and perspectives
of its customers. The same model
used in the VOB AUDIT is called in to develop financial reports and summaries
against the “baseline” of activities previously developed. Key scenarios that are best aligned with
customer priorities are modeled for their projected impact on service time
and cost, e.g., impact of avoiding unnecessary call volumes to the contact
center. From there, customer-centric Action Plans can be implemented.
Focused
Metrics: A
measurement structure to obtain feedback in response to the key drivers found
by the VOC ROADMAP.
This further allows the contact center to adapt quickly to changing
customer issues, new dynamics in the industry or modifications to internal
service delivery systems. The
approach to such a measurement structure typically involves:
·
Accelerated Capability to
obtain customer feedback on key drivers at the time of the actual
transaction/interaction with the contact center, reducing the performance
feedback interval to virtually real-time.
·
Immediate Notification or alerts
for escalation (severe instances of customer dissatisfaction, potential
complaints) or other “pain-points” requiring follow-up with the customer
directly.
·
Online Reporting of
agent performance on key drivers, or customer-centric “dashboard”, with
summaries at various levels allowing timely interventions, corrective action,
training/coaching and relevant process changes.
Measurements
are the key means by which to align performance with priorities. If contact center representatives are held to
service objectives along with sales quotas, the message given and resulting
behavior places equal importance on sales and service. Taken a step further, if Quality Assurance
includes what’s important to customers in the course of observations, contact
center representatives are more likely to receive the training and support
needed to deliver the level of service expected by customers to keep their
business.
NOTE: Accelerated delivery of such information is
rendered useless unless business policies and infrastructure support taking
action by the development of appropriate service recovery strategies in
direct response to customer feedback.
For example, service representatives need to have the latitude and
flexibility to make decisions and respond to reasonable customer requests
without referring them to multiple departments (e.g., refunds, confirmation
letters, etc.).
Either
the VOB AUDIT or VOC ROADMAP can be performed on a standalone basis but their
value is derived from having aligned priorities through the VOB-VOC
SYNCH-UP. With these resulting
structures in place, the differentiating value proposition for CEO is a
solution set that yields technology, organizational and process improvements
aligned with customer needs by design.
VIII. RETURN-ON-SERVICE
The linkages between customer experience, loyalty and shareholder
value were presented in this paper under Section III as theoretical models and
Section IV as real-life case examples.
Sections V, VI and VII then focused on prioritizing relevant data sets
to develop a robust business-customer alignment. Resulting improvements that close service
performance gaps while driving increased profitability can literally be termed
“Return-on-Service” (ROS) and are demonstrably measured by:
Shareholder Value and Related
Measures:
Customer Loyalty and Related
Measures:
Interestingly, Shareholder
Value measures are commonly considered “hard” while Loyalty measures are
considered “soft” -- but it’s actually hard when a business loses its
customers or they won’t buy from them again, recommend them to others or switch
to the competition!
The improved decision-making
value of the CEO model comes from the VOC ROADMAP described in Section VI of
this paper. It refers to the relative
customer satisfaction/CSAT “lift” that can be expected by focusing on
attributes with higher vs. those with lower importance weights.
EXAMPLE: A customer
care center conducts phone call and e-mail surveys from which it can be
estimated that contact volumes run 100,000 per month. Their current CSAT ratings are 4.5 of 7 or
nominally a 65% +/- satisfaction level.
If the customer’s experience were improved toward the target (say, 5.5
of 7), this would approach a much higher range of 80% overall satisfaction for
upwards of 1,200,000 identifiable contacts that “touch” the customer care
center annually.
An approximate 15% gap is significant to
close and would require focused effort in areas of highest impact vs. random
programs or technology upgrades that would otherwise result in misdirected (and
potentially wasted) investments. If the
VOC ROADMAP had found 1-2 attributes accounting for, say, 65% of the impact on
customer satisfaction, the maximum likelihood or “critical path” to
significantly close the CSAT performance gap is focused improvement efforts in
those attribute areas, potentially effecting 1.2 million customers per year.
A Reality Check On Success Measures
Ever
wonder why cost reduction programs and systems almost never seem to bring in
the projected ROI or why sales campaigns may fall substantially short of
revenue targets? Even the stock market
varies (sometimes wildly) from project earnings, causing Wall Street to reset
stock prices. What then happens to the
sales forecasts, marketing research studies, financial models and business case
NPV’s?
Dr. Sam
Savage of
And so
it is with traditional measures of customer satisfaction, loyalty and shareholder
value. However, what the CEO model does
is maximize the chances of achieving performance improvements by directing them
to the highest areas of impact. Using
the EXAMPLE from Section VI of this paper, if Resolve Time and 1st
Call Resolution account for 60% of total impact on CSAT while Hold
Time and Call Transfer account for 10%, it is six
times as likely to close a performance gap of any significant amount by
focusing on the first two attributes (as a statistically random variable, 60%
of Overall Satisfaction can be explained by or attributed to them).
From a
risk management perspective, this is a more realistic way to present options
for decision-making (cost reduction, service improvement, etc.) than to assess
solution alternatives and their associated investment as deterministic
outcomes.
Another
progressive view is offered by Customer Relationship Metrics in using positive
customer experience as a function of ROI in a Sept., 2005 article, New
Metrics No Contact Center Can Live Without, and modified/simplified here:
Contact
Center ROI (for a given time period) =
%
Positive CSAT x # Customers Served x Avg. Revenue per Customer
Fully
Loaded
A novel
concept for contact center return to be driven strictly by positive customer
experience and not allow counting “dissatisfied” revenues for ROI purposes!
Traditional metrics can drive the wrong behavior in terms of
developing and maintaining a customer-centric service delivery operation that
is BOTH effective and efficient for maximizing loyalty and shareholder
value. CEO provides a solid alternative
and highly differentiable approach as a means to that end.
IX. ADDITIONAL BACKGROUND
Prior
Applications
The
quantitative aspects of this approach have been rigorously developed for
telecommunications. The technology has
successfully been applied in precisely identifying the unique drivers of
customer preference/perception for cellular-wireless, internet services,
high-end business, consumer marketing, directory assistance, repair services,
residence vs. small business installation, business office operations (call
centers), custom calling features, electronic billing, brand image, lost
customers, vendor selection and purchasing/procurement operations.
About
the Author
Elaine Squittieri-Black is a successful practitioner of applied
business research with 25 years combined corporate, consulting and academic
experience. She has held senior level
management positions in Fortune 100 telecommunications and professional
services. Elaine’s focus on bottom-line
results has enabled top executives and their teams to “speak with data” in
achieving more effective strategy and efficient implementation. She has successfully applied practical
analytics in venues ranging from flagship product deployment (DSL) to
large-scale contact center performance (7000 service representatives). She has also helped improve areas of high
customer-response sensitivity including 911, deaf/disabled services, past-due
collections and annoyance calls. Elaine
holds an MS in Operations Research from the Stanford University School of
Engineering, a BBA in Statistics from the City University of New York and
instructs applied business research at the university level.