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The ROI of CRM
STRATEGIES FOR MEASURING AND MAXIMIZING
CUSTOMER RELATIONSHIPS


THE METRICS & MEASUREMENTS HAVE COME OF AGE
CRM STRATEGIES: WHAT WORKS, WHAT DOESN’T
FRONT OFFICE AND BACK: THE OPERATIONAL SIDE OF CRM
GETTING SMARTER ALL THE TIME: CRM ANALYTICS AND BUSINESS INTELLIGENCE
 

CRM STRATEGIES:
THE METRICS & MEASUREMENTS HAVE COME OF AGE

BY TOM F I E L D

IT USED TO BE THAT A GOOD CRM strategy was a lot like former Supreme Court Justice Potter Stewart’s 1964 opinion on obscenity: hard to define, but you knew one if you saw it. Trouble is, just a few short years ago it was tough to even see a truly good CRM strategy.
CRM projects? Yes, tons of them. Everybody in the late ’90s had a CRM initiative. But metrics, results, ROI? Not so much.
Funny what an economic downturn will do, though. As IT budgets shrank and projects disappeared in the
quagmire of the 2001 recession,  the CRM imperative— the mandate to get closer and more responsive to customers —only grew, and with it emerged a whole new set of metrics, results and, yes, good CRM strategies.
That’s what this edition of  Strategic Directions is all about: The ROI of CRM—Strategies for Measuring and Maximizing Customer Relationships. What works and what doesn’t? What’s IT’s role in a CRM strategy, and who actually “owns” the initiative? How do you pick a CRM vendor? Where do CRM analytics and business intelligence meet?
These are some of the questions tackled this issue, with answers and testimonials coming from the industry’s leading CRM vendors and their customers. Real strategies, real results, real advice.
It strikes me that now is a critical time for CRM initiatives. The new year is starting, the economy is turning around and enterprises are loosening their purse strings for new projects. It’s an ideal time to start defining or refining a CRM strategy.
Maybe you’re just warming up for a CRM project; maybe you’ve been burned before. Either way, this Strategic Directions has valuable information to help ensure that not only will you know a good CRM strategy when you see it —but you’ll also be able to measure and maximize it.


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CRM STRATEGIES: WHAT WORKS, WHAT DOESN’T
The Top Line is All About Customers, But the Bottom Line is About IT’s Role in Obtaining and Retaining Them

JUST ASK THE FOLKS ON Wall Street: boosting the bottom line with cost savings and productivity improvements isn’t enough these days—a necessary but not sufficient condition for competitive success. Now it’s time to add topline revenues. And the top line is all about customers.
Customer relationship management (CRM) strategies and the technologies that enable them make it possible to figure out what customers want and the most profitable ways to give it to them— important in an age when acquiring new customers is about five to 10 times the
cost of retaining current ones.
CRM strategies are based on the premise that quick, accurate knowledge about customers empowers organizations to increase the value of current  customers, keep them longer and more effectively acquire new customers.
Despite widely circulated reports of CRM implementation failures, enterprises continue to invest in CRM technologies and solutions. Why? Because CRM-enabling technologies really can help enterprises to:


Develop a single view of customer data. This way, regardless of touchpoint, every customer gets consistent information; duplication and redundancy is trimmed; customers aren’t required to repeatedly feed in the same information about themselves to get  service, which keeps them happier and improves sales and customer service staff productivity.


Provide realtime (or near-realtime) information. So sales and customer service reps as well as customers can check product availability, order status, etc.; products and services can be more accurately  and easily configured by sales staff.


Identify and target key customer groups. Detailed knowledge about each customer can drive efforts to target their needs and spending capabilities; high-value customers can be identified and given priority.


Track and measure sales, customer service, and marketing performance. Leads can be linked to the marketing campaigns that spawned them, so their effectiveness can be tracked; leads can be funneled more effectively to the most appropriate channel sales force; products
and services for targeted customer groups can be developed in response to customer interest and demand.


Best practices can be identified and consistently implemented. The most effective sales, service and marketing practices can be uniformly applied; sales logs can be automatically updated; repetitive, time-gobbling tasks—such as fulfilling requests for product literature
—can be automated.


Evidence abounds that CRM implementations can succeed—and when they do, returns on CRM investment can be spectacular. Gartner, Inc., the Connecticut-based research/analysis firm, believes those organizations that devote at least 50 percent of their efforts to advanced customer-centric marketing processes will see a marketing ROI by 2007 that’s 30 percent greater than those who don’t.
 

Consider the UK’s Woolwich Independent Financial Advisory Services (WIFAS): its combined use of Oracle’s Database, Warehouse Builder, Portal, Application Server and other products has generated $23 million in cost savings and productivity gains, resulting in a 260 percent ROI. Its commitment to CRM has helped WIFAS grow by more than 250 percent in four years, as compared to a market average of 75 percent.


Yet, according to Gartner, as many as 85 percent of enterprises don’t understand how CRM creates value in their customer bases, at least in part because their CRM implementations have been piecemeal and disjointed. What’s missing is an enterprisewide CRM strategy that addresses these critical challenges:
.Supporting (and cost-justifying) an ever-widening range of marketing, sales and support activities while still presenting “one friendly face” to customers.
.Satisfying increasingly demanding customers—some of whom are much more valuable than others.
.Integrating information from a multiplicity of barely-coordinated data silos.


CREATING A CRM BUSINESS STRATEGY
How does your enterprise use its competencies to create value propositions for its customers? Which market sectors offer the most promise?
A CRM strategy—which lays out how that promise will be pursued— can’t be formed without answers to these questions. And the strategy
must be devised before plans for implementing the capabilities needed to achieve it can be completed. Steps along the way include:

KNOW YOUR OBJECTIVES. The idea is to keep and acquire customers with the greatest value potential. By establishing objectives, one can determine specific, quantifiable customer acquisition, development and retention targets that meet corporate financial goals.
How this is best accomplished depends on the kind of organization and its priorities. Of course, customer retention is important to just about all organizations. Business-to-business enterprises aiming to become a preferred supplier often give high priority to customer
development. Business-to-consumer enterprises with an eye to boosting market share concentrate on customer acquisition. Government and nonprofit organizations tend to care most about customer satisfaction.

KNOW THYSELF. Start by answering these questions:

  • What are your enterprise’s goals and imperatives?
     
  • What should be achieved with a CRM initiative?
     
  • What business units will be affected?
     
  • What’s the condition of the IT infrastructure?
     
  • What needs to be upgraded,integrated?


TRANSFORM YOUR CUSTOMER BASE INTO AN ASSET. Be customer-centric. Focus objectives on your customer lifecycle, which then mirror your product/service lifecycle. This means:

  • Analyze your customers. Look for ways that customer value is lost or unexploited. When you’ve spotted where action is required, you can set metrics and monitor them.
  • Jibe CRM and corporate strategies. CRM strategy cannot stand alone; it must be derived from corporate goals and imperatives, and it must be linked to other operational strategies.
     
  • Keep it flexible. In a challenging, competitive environment unpredictably impacted by discontinuous change, CRM strategy needs to be dynamic and timely, adapting operational efforts and corporate direction to market conditions. Thus, successful CRM strategy evolves in an iterative process that takes advantage of customer and operational feedback to refine objectives, tactics and processes.


BUILD A REPEATABLE, CONTINUOUSLY IMPROVING PROCESS. The goal is to efficiently utilize all your organization’s resources to present one friendly, consistent face to customers. Customers should get the same information about  your company from any channel—from website to call center to sales force to marketing brochure.
“With the creation of a warm handoff process, opportunity can be passed directly to the correct department,” says Michael Koval, vice president and CIO at Long & Foster Cos., a real estate services provider with more than 10,000 sales associates. “Based on customer
demands and expectation, service lines can either be created or modified. Basically, you align the customer demands to your product offerings.”


ACHIEVING THIS REQUIRES:

  • Maintaining the quality of customer interactions by tracking and analyzing all interactions with the aim of refining and improving them in the future;
  • Acquiring appropriate knowledge about customers with each interaction;
  • Integrating customer data so that it’s as complete and accurate as possible and making it accessible and useable.


Using Oracle’s E-Business Suite to update its ERP system and add CRM capabilities, C-COR dropped days sales outstanding by 8 percent, which translated into a one-time $3.7 million reduction in the company’s accounts receivable balance. The firm also slashed
engineering change order process time by 85 percent and cut monthly closing time by 50 percent.
 

IT’sROLE: THE IMPLEMENTERS
“CRM implementations fail because they’re seen as only an IT implementations,” says Steve Wright, vice president of CRM deployment at IBM.
“Without changing the supporting processes and the surrounding employee behavior and culture, driven from the highest executive level,
you will not succeed.”
IT might not own CRM, but it’s usually responsible for the care and feeding of CRM technologies and solutions.
Failed CRM projects tend to lack customer-centric strategy, shun organizational change, fail to benchmark and don’t keep end-users happy.
 

Successful CRM efforts share these qualities:
Customer-centric strategies. Customers are looking for added value, so figure out how to give it to them.
Using PeopleSoft CRM, financial services consultant Carreker Corp.’s ability to identify unmet customer needs and then cross-sell and up-sell its products and services will result in an estimated 10 percent revenue growth with no additional employees.
Careful planning and benchmarking. You’ll need realistic, measurable metrics—e.g., productivity increases, faster sales cycles—that signal revenue growth and/or cost reductions. And you’ll need to benchmark so you can make before and after comparisons.
A champion. Sponsorship from the top is critical.
Early involvement of end-users and designs that keep them happy. During the planning phase, do more than just gather project requirements—use the effort as an opportunity to gather project support, too.
Anticipate fear of change, especially  from sales staffs who want to preserve their independence, by showing end users what they’ll gain—e.g., realtime access to customer data, easy access to accurate product inventories. Make sure the CRM user interface is friendly and smoothly navigable.
Incremental rollout. One approach is to define a small number of small projects—each needing just a few months to implement—that you believe will deliver the best results.
Willingness to make organizational changes. You may need to redraw functional boundaries and redesign workflows. For many organizations, CRM efforts are most successful when they involve process change. Carreker Corp. overhauled its customer support call center with automated workflow and improved processes to save $200,000 per year while boosting customer satisfaction.
“Traditional internal processes tend to be silo-oriented, driving efficiency only within their function,” says Peter Andino, vice president of global sales and technical support at IBM. “CRM doesn’t work in silos. Rather, it requires an end-to-end ‘horizontal’ view of the process linkages. When the hard work of process re-engineering is not done, your CRM system is going to be less successful.”
Training for those whose jobs will change. They’ll need more than just tech training; you’ll need to explain and justify the changes you’re imposing on their working lives.
Integration of data, apps and processes. As CXOs seek better ways to measure and assess financial and operation performance across the enterprise, CIOs must integrate—not just data, but also applications and sometimes even business processes. This can result in initiatives that link CRM with other key corporate systems, such as enterprise resource planning (ERP), enterprise marketing management (EMM), supply chain management (SCM), product lifecycle management (PLM) and service lifecycle management (SLM).
 

Canada Post Corp., Canada ’s fifth largest employer, is using mySAP CRM to integrate 80 legacy systems, increase cross-selling and up-selling opportunities, reduce data entry and maintenance costs, deliver superior customer service while streamlining processes and increase sales force efficiency. The company expects to eliminate 26 percent in revenue leakage and projects an ROI of 26 percent.


“CRM, by its nature, calls for a companywide focus,” says Andino. “Every function within a company needs to understand its role in creating
customer satisfaction.”

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WHO OWNS CRM?
Experienced IT groups have learned that CRM needs a business owner able to drive how the enterprise should develop and use it. CRM projects driven by IT alone are much more likely to fail.
CIOs need partners in the enterprise to make CRM successful. Best bet: cross-functional teams led by an influential skeptic and comprised of key stakeholders and those with appropriate skills. You’ll need commitment from:


THE CFO. Without a convincing business case, the CFO won’t fund your project.


CUSTOMER SERVICE. These folks know more about your organization’s customers than anyone else. Listen to them as you design and build a CRM initiative.


MARKETING. Often tactical and product-oriented, insights about customers from marketing people can improve customer handling and campaigns.
 

Interdepartmental collaboration in areas where customer impact can be measured can help CRM managers launch cooperative projects that deliver tangible benefits.


Formalizing access to customer data, and rationalizing that data across all enterprise functions and departments, enables a cross-functional integration that can pay off big time. For instance, when database marketers collaborate with business unit managers, both will better appreciate the others’ needs and abilities.


“IT is the only department that intersects with all parts of a company from a strategic perspective,” says Michael Koval, vice president and CIO at real estate services provider Long & Foster. “With the correct players, IT can successfully implement the software. We can attest to that.”

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CRM FOR THE ZERO-LATENCY, REALTIME ENTERPRISE
The ability to respond to events and conditions in realtime or near-realtime can provide substantial competitive advantage.
Faster response means business decisions are based on up-to-the-minute (realtime) information. Pulling it off requires integration of not just data and applications, but also key CRM, ERP and SCM processes so that decision makers have an accurate view of the organization’s
activities and capabilities. This means:
• Comparing actual process performance to key performance indicators that are based on organizational objectives and
• Balancing resource utilization against cost and revenue goals.
 

Such performance management (also called business activity monitoring) enables decision makers to consistently and continuously deploy resources and align processes to achieve strategic goals.


Singapore’s OCBC Bank has achieved more than $2.3 million in savings each year since implementing Siebel Finance in September 2000. The bank’s successful CRM strategy has reduced insurance application processing time by 99 percent (from three days to one minute);
cut information retrieval time by 83 percent (from 12 minutes to two minutes per customer); shortened customer referral time by 96 percent (from 45 minutes to two minutes); accelerated feedback escalation time by 80 percent (from five minutes to one minute); and reduced
telesales time by 80 percent (from 15 minutes to three minutes per referral).

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SELECTING CRM VENDORS: SUITE VS. BEST-OF-BREED
“Businesses understand much better now
what information technology can do for improving how they work with their customers and partners,” says John Wookey, senior vice president, applications development, at Oracle Corp. “As the economy rebounds, more and
more companies will return CRM to the top of their shopping lists as they focus on harnessing customer information, wherever it may lie within an enterprise, to put the customer at the center of their businesses and maximize the value of their networks of relationships.”


Whether you should opt for a CRM suite from a single vendor or an assortment of best of breed applications depends on the complexity of your implementation as well as whether you’ll be relying on systems integrators and/or external service providers.


Gevity HR has implemented several Oracle E-Business Suite components with impressive results: 27-percent reduction in transaction worktime, a doubling of payroll staff productivity in 18 months and a 6-percent rise in client retention.


“There are 40 to 50 different types of solutions that fit under the CRM umbrella,” says Laurie McCabe, vice president at consultancy Summit Strategies. “Some vendors cover a lot of this territory in a suite with different modules; others offer very specific point solutions.
There are trade-offs in either approach, but make sure to fully understand them relative to your business’ own unique requirements.”
Advises Michael Dunne, vice president and research director at Gartner, Inc.:
• Do your homework and follow a formal evaluation process.
• Remember: you are not just buying a product, but also relationships.
• Pay attention to the total cost: software typically represents only a portion of your total
cost; services represent the greatest risk and most expensive part of the endeavor.
• In this uncertain business environment, don’t ignore vendor viability.

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FRONT OFFICE AND BACK: THE OPERATIONAL SIDE OF CRM
 

FRONT-OFFICE CRM solutions focus on three key customer facing or customer-oriented functions: sales, customer service and marketing. The payoffs from each can be impressive.


[1]SALES PAYOFFS


When sales people can spend more sales time with customers, the top line benefits:


SALES FORCE AUTOMATION. After implementing Siebel eSales and Siebel Finance, Robeco Bank Belgium saw the number of customers each of its account managers could handle jump by 20.

PERCENT. Prior to its 2001 launch of mySAP CRM, third-party agents for IPSOA, a leader in the Italian publishing market, spent approximately 35 percent of their available selling time in problem solving mode. Today, IPSOA sales agencies conduct an average of 1.5 more customer visits per week, and agents’ selling time has increased from 65 percent to 75 percent of overall time.


SALES CONFIGURATION. Thanks to Siebel’s eConfigurator, Asyst Technologies, maker of semiconductor automation systems, has become 50 percent more accurate in its materials inventory forecasting, and in one sales group the average order configuration time has
dropped from 25 days to two days.


ORDER MANAGEMENT. As part of an integrated provisioning process based on Siebel and TIBCO solutions, Oklahomabased
WitTel Communications has reduced order entry errors by 25 percent, enabling it to reassign 12 employees. The  company estimates that it’s saved 450,000 person-hours, and reductions in paper processing alone save $10,000 per month. Customer-requested due dates are now achieved 90 percent of the time, up from 40 percent, which has helped to raise customer satisfaction levels from 56 percent to 89 percent.


SALES PORTALS. After implementing a portal using Siebel CRM, AMP Financial Services cut the time needed to route leads from nearly two weeks to just 30 minutes.

E-TAILING. Digital Wellbeing, a major ebusiness for UK pharmacy giant Boots, is using mySAP CRM to enhance the etailing experience for its health and beauty products customers. The company expects to derive a 72-percent internal rate of return from its mySAP CRM initiative.


[2]CUSTOMER SERVICE PAYOFFS


mySAP CRM is helping Brother International reduce product returns and anticipate customer needs. The leading manufacturer of fax, printers and multifunction products projects a 129-percent percent ROI—and calculates that the reduction in product returns will save it
more than $1.6 million annually.


CALL CENTERS. Using Nortel Networks’ Symposium Call Center has enabled New Zealand’s APN News & Media to cut call handling from five minutes to 3.5 minutes and to reduce time-on-hold to one minute from three-to-four minutes. British outsourcer Vertex has reduced
call center operational costs by 10-to-30 percent with Symposium, and the productivity of its home-based employees has climbed 13-to-16 percent.
Since 1999, when it deployed Siebel’s Automotive Call Center, Mitsubishi Motors North America has boosted call center volume by 75 percent, lowered per-call costs by 38 percent and reduced its call-abandon rate by 8 percent.
After using Siebel Call Center to streamline dozens of business processes, Asyst Technologies reports 22,000 hours in productivity savings—and cost reductions of $1.7 million—in its call center.
The UK city of Hull has used Oracle CRM technology to implement a multichannel customer service center that has cut lost calls from 14 percent to one percent, raised the number of calls answered from 57 percent to over 98 percent, and saved the city $190,000.


SELF-SERVICE. With PeopleSoft CRM, Carreker Corp. anticipates savings of $1.2 million per year by deploying customer self-service. The firm has reduced helpdesk call volume by 90 percent; customer support headcount is down by 25 percent. Ten databases have been
combined into one, and three customer support systems have been consolidated for a savings of $450,000 per year. Carreker estimates that by moving just 10 percent of its customers to self-service, it can add up to 20 new customers without adding staff.
Taking aim at its heavy email volume, retailer Eddie Bauer used Kana IQ to add self-service capabilities and a smart email management solution. In the first month of deployment, 80 percent of customer inquiries were handled by ‘Ask Eddie,’ Eddie Bauer’s self-service application. Today all email inquiries are answered in under two hours. The first company of any kind in Israel to adopt a comprehensive, automated, intelligent self-service solution into its call centers, Bank Leumi’s successful deployment of Kana IQ has resulted in training cost savings of 66 percent as well as a 17 percent boost in call avoidance.


FIELD SERVICE AUTOMATION (FSA). Storage networking solutions provider CNT’s field engineers have realized an estimated 1,800 hours of productivity savings after deploying Siebel Field Service automation.


[3]MARKETING PAYOFFS


Aegis Communications Group uses PeopleSoft CRM to reduce the time it takes to develop telemarketing scripts from a week to a couple of days. Result: marketing programs are developed and executed 50 percent faster.
Hewlett-Packard Corp. is using Kana Marketing to dynamically select the most appropriate channel partner to follow up each lead, and to manage and follow up leads in real time, thus increasing the effectiveness of indirect sales channels and priority-direct sales. Result: direct
sales revenue has increased by 250 percent in the first six months and channel switching is down by 50 percent.


[4]BRINGING IT TOGETHER


“CRM-enabling technologies should help an enterprise enhance performance in all areas—sales, marketing and customer
service—that make doing business convenient and effortless,” says Roxann Swanson, general manager, customer
contact and self-service solutions at Nortel Networks.
“To maximize effectiveness,” she adds, “these technologies must also embrace the cornerstone of customer interactions—contact centers and selfservice applications—which need to be integrated seamlessly with face-to-face interactions and unified with CRM and other business applications to create measurable and manageable business operations. Then an enterprise is able to take the customer’s point of view, to keep learning about individual customers and to use this knowledge to creatively differentiate an individual offer to strengthen
customer loyalty.”
 

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GETTING SMARTER ALL THE TIME: CRM ANALYTICS & BUSINESS INTELLIGENCE
 

ACCORDING TO AN IDC study, organizations that have successfully implemented analytic applications have seen returns stretching from
17 percent to more than 2000 percent; the study found a median return on investment (ROI) of 112 percent.


That’s because business intelligence tools and analytics solutions help them achieve insight into customer behavior and values and use
this information to holistically manage marketing performance. The paybacks can be significant:


In 2002, GlaxoSmithKline AG upgraded its database and business intelligence toolset, opting for Oracle’s Warehouse Builder, Sales Analyzer, Reports and Portal. Now the pharmaceutical company can collect business-critical information in real time and compare its performance to competitors’, using the knowledge to figure which products are most profitable. Result: report generation times has been cut from four hours to seconds, ETL (extract-transform and-load) time needed to clean the data has shrunk from 18 hours to 30 minutes, administration costs have been reduced by 50 percent and forecasting time is expected to go down 70 percent.


The Bank of Montreal uses IBM’s DB2 and Information Warehouse software to analyze the data it gathers on several million customers to
help decide product pricing, channel migration, resource planning, etc. The bank expects to save more than $270 million in four years and
anticipates a shift to realtime analysis in a couple of years.


Using BI software from Brio, Toyota Motor Sales USA has reduced its vehicle transport time from 36.5 days to 17.5 days, saving millions.
And significant reductions in time needed for reporting and analysis— thanks to automated exceptionsbased reporting—has enabled Toyota to reassign five analysts to other tasks. It’s all added up to an annual ROI of 605 percent.

ANALYTICS EMBEDDED


“Most companies make the mistake by thinking of CRM analytics as an afterthought,” says Joe Davis, vice president and general manager, PeopleSoft CRM. “Analytics should be embedded into the application, thus enabling intelligent processes and decreasing the complexity of analytic systems.”
To get started, advises Davis, focus on:

  • Understanding the specific processes that your organization has automated, and use analytics to identify the areas that are having
    the most impact on the business.

  • The key customer metrics that drive your organization’s business.

  • How to distribute the insights to the appropriate users, in the appropriate format, within their business processes.


“Organizations that understand their users, and their users’ needs,” says Davis, “will ensure analytic success.”

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IBM’S INTERNAL, COMPANYWIDE CRM TRANSFORMATION

IBM’S CRM INITIATIVE is one of the largest to date. When completed in 2005, IBM’s hundreds of thousands of customers, employees and partners will have a single, integrated view of customer information, sharable across applications, time zones, business units, etc.


IBM is using Siebel Systems’ eBusiness applications (more than 80,000 licenses have been purchased), IBM’s DB2 database, WebSphere e-business infrastructure software, MQSeries messaging software and a combination of IBM eServer pSeries systems coupled with an enterprise storage server (sometimes known as Shark).


WHY DO IT?
IBM’s overall goal, says Peter Andino, vice president, global sales operations and technical support, is to ensure that each and every customer interaction is handled with the same degree of excellence using the same tools and data across all IBM geographies and sales channels. This will improve customer satisfaction and encourage collaboration among employees and business units. The company will also reduce the number of internally supported IT systems from about 800 in 1997 to less than 200 by 2006.


WHERE TO BEGIN?
According to Vince Ostrosky, vice president, CRM, the initiative started with a companywide look at how its organization and processes supported (or didn’t support) its customers. The point was to evaluate the effectiveness of each process by asking: “Is the way we do this now the right way, the best way to support the customer?”


WHAT’S THE PLAN?
IBM began with “a careful, measured” initial rollout of Siebel’s call center package to 26 ibm.com call centers. As of October 2003, the system has been deployed in 47 ibm.com call centers in 32 countries. Now the company is tackling marketing and field sales and services; by the end of 2003, IBM will have “CRM-ed” over 40,000 employees in 47 countries.


WHAT’S BEEN LEARNED SO FAR?
Among the key lessons gleaned so far, say Ostrosky and Andino:

  • You need genuine support from the top. And make sure you have the support of the executive sales team.
  • You must be able to say no. To deliver a truly enterprisewide CRM solution, CIOs have to be firm and just say no to any request for separate CRM solutions.
  • CRM is not just an exercise for IT. Without the cooperation of each business unit, an enterprisewide implementation like CRM is not possible. Data integration is key.
  • Data is dirtier than you believe. Yes, says IBM, what you feared is true: your data is in much worse condition than you thought. If you want the full benefit of your investment in CRM, start thinking about how to clean it up now.
  • Think about the training. You cannot pull frontline people off their posts and stick them in training for weeks at a time; the business units can’t afford to lose the man-hours.
     

WHAT ABOUT THE BENEFITS?
IBM keeps ROI particulars to itself, but they’re substantial and focused on:

  • Improved sales productivity, effectiveness and channel integration;
  • Increased visibility to market dynamics and the sunsetting of hundreds of non-integrated legacy applications;
  • Higher customer satisfaction through better responsiveness and ease of doing business;
  • Improved sales management effectiveness, reflected in tighter management and controls and proactive sales coaching;
  • Better forecast accuracy and reporting;
  • Enhanced partnership management.

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CIO Enterprise CRM

 

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   Too Many Metrics Can Spoil Your StrategyToo Many Metrics Can Spoil Your Strategy

    

Too Many Metrics Can Spoil Your Strategy


By Olga Botero, C&S Customers and Strategy

A good customer strategy needs to be measured.

How many times have we all heard that? Every time we read a new book on marketing or customer management, we see a different metric. Customer satisfaction, income, frequency, ARPU, churn, new customers, ROI, ROC, number of customer complaints, average number of complaints per customer. I could fill pages and pages of acronyms and metrics. On top of everything, we have all the management and marketing gurus telling us we need to measure. Peter Drucker told us many years ago, "If you can't measure it, you can't manage it."

He is right. Part of defining a good customer strategy is defining how we measure if it is working. And to know if it is working, we need to know the objectives of the customer strategy, so we can measure against them. But most companies make it almost impossible. They measure too many things. The multitude of metrics used makes it impossible for a company to act on them.

During the past eight years, I lead the customer management group at a leading telecommunications company in Colombia, where I reviewed and work with a set of metrics that allowed us to take fast and knowledgeable decisions in a very competitive market. We became obsessed with having information to see the results of our customer centric strategy. Measuring was just a part of life. Measuring important things, that is. Not measuring anything and everything.

At first, we all proposed around 180 customer centric KPIs, including average revenue per customer, total revenue per customer, average margin per customer, total margin per customer, average domestic long distance revenue per customer, average international long distance per customer, average number of complaints per customer, average income increase per customer per month, anything average per customer and everything total per customer. The list was just unimaginable. Then we realized that we needed to measure only three things : profitability, loyalty and satisfaction. One type of measurement for each of the three, measured consistently over time.

Obsession
Being obsessed with measuring what was important contributed to three improvements: working toward operational excellence; getting positive numbers after the second year in business (and three years before our original business plan; and getting 37 percent market share in less than five years. The results in customer satisfaction and retention were also great. We were leaders among all long-distance and mobile companies in Colombia. They are amazing results. We used measuring as "the gear" for the strategy.

Why do we need to measure? We need to measure to have focus, to have direction and to be coherent. Even to justify our budgets. We need to document real results compared to what we thought we were going to have.

A good set of metrics should be many things:
  • It should be simple.
     
  • It should be a small set that can be easily processed and understood, avoiding overload. (At Gartner's 2006 CRM Summit, analysts recommended having five to 12 metrics.)
     
  • It should be measured by the person who can act on it and can control its results.
     
  • It should include positive things, not just such negative ones as the number of complaints a customer has made.
     
  • It should be collected in a cost-efficient manner.
     
  • And it should be used—not just presented on a report one reads once and keeps in a file.
     

Customer-centricity
What do we need to measure in a customer-centric strategy? A customer-centric strategy is focused basically on two things: customers and money. That is, satisfying the customer with the experience the company provides and positively affecting the company's profitability. Remember that the experience is a combination of rational and emotional aspects. It includes the way a customer feels about the brand and about the company and what the customer thinks every time he or she interacts with the company. It is the consistency between brand and execution, between what the company says it is and what it does.

Having a positive impact on the company's profitability means incrementing income or diminishing costs associated with providing a satisfactory experience to customers. We all know that it can be done by acquiring more customers, or retaining and growing high-valued customers. Measuring your strategy should take both elements into account. It should measure customer satisfaction with the experience, and it should measure the impact on profitability.

Measuring customer satisfaction with the experience is not just conducting a satisfaction survey or collecting customer feedback on specific processes. It is understanding what drives the customer behavior. It is understanding what the customer thinks, feels and says about the brand and if that is consistent with the company's deliveries. Metrics such as customer satisfaction in general or customer satisfaction at specific processes are important. But they need to be congruent with brand metrics such as brand equity, top on mind or top of heart. Customer retention metrics cannot be forgotten. Measuring buying frequency, contact frequency, churn are also important.

Measuring the impact on the company's profitability includes many customer value metrics. Metrics such as average revenue per user, customer lifetime value, share of customer's wallet and a customer's EBITDA ("earnings before all the bad stuff) are all very important. What a company has to do is select just a few of them and track them consistently over time, so the company can act on them.

A customer-centric strategy needs to be measured. Remember those wise words: If you do not measure it, you cannot manage it. Just make it simple and practical. Think customer and money. Focus on satisfaction with the experience and impact on profitability. Measure those metrics you choose and act on them. Do not just let them sit in your office begging you to use them.
 

 

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Topic Centers

 


Our topic centers break out and present the content and resources of both CRM Magazine and destinationCRM.com into 9 different areas of CRM. Whether you are looking for information on 'CRM in the Mid-Market', 'Sales Automation', or any of the other categories, we hope that you find these topic centers a useful resource.

 

 

Sales automation streamlines the sales process and helps salespeople and their supervisors manage both customers and the sales cycle through such applications as contact managers, opportunity or pipeline managers, configurators, and order entry. Click Here

 

 

Marketing automation is a set of applications that help marketers manage and simplify the marketing process. Applications include campaign management; email marketing, database marketing and data marts, and marketing encyclopedias. Click Here

 

 

Customer Service/Call Centers: Call centers are the primary conduits between consumers and corporations. Customer Service is the primary business process for creating customer loyalty, promoting customer retention, and ultimately increasing customer value while reducing cost of sales. Click Here

 

 

Analytics covers the process of extrapolating true business intelligence from disparate customer data sources in order to segment, analyze, and serve the consumer in the most efficient manner possible. Additionally, analytics is also getting predictive, empowering businesses to identify how a customer is likely to respond to different sales and marketing campaigns. Click Here

 

 

Channel Management is the process of extending an enterprise's internal knowledge resources and business processes to its suppliers and partners outside the company's intranet. Most typically channel management is used to describe the way a company interacts with its sales channel but its definition can also be extended to other partner relationships beyond the sales process. Applications and solutions are designed for streamlining and automating the back end/supply chain processes. Click Here

 

 

Integration involves tying together CRM applications with other IT systems inside either a mid-market company or an enterprise environment. This can include integrating with current ERP systems, databases, Internet and intranet applications, human resources and employee management software and partner and supply chain systems. Click Here

 

 

SMB/Mid-market CRM covers strategies, products & Services targeted at businesses or a division within a corporation with $1 billion in revenue or less. Click Here

 

 

Enterprise CRM covers strategies, products & services primarily targeted at global organizations with over $1 billion in revenue such as the Global 3,500. Click Here

 

 

Industry News refers to corporate affairs of CRM vendors and the end user community such as executive promotions, financial results, acquisitions and other business and financial related moves. This also covers expansion plans, market research and partnerships. Click Here

 

 

Vertical CRM Solutions are software application modules or suites that are designed to serve one specific vertical market or industry, for example, financial services, healthcare, government, or manufacturing. Click Here
 

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  Better Management

        

It is recommended that you follow these steps:

[1] Register at the BetterManagement.com site 

[2] Watch and enjoy webcasts or the wealth of resources available at this prestigious site.

[3] Please do not use *our server links as they will not operate from your computers. You need to download whatever is permitted and make your own links.

CRM

[1] Customer Relationship Management

Customer relationship management (CRM) creates a comprehensive picture of customer needs, expectations and behaviors by analyzing information from every customer transaction. CRM creates the customer intelligence necessary to develop customer relationships.

[2] Customer Lifetime Value
Customer Lifetime Value seeks to maximize profit by analyzing customer behavior and business cycles to identify and target customers with the greatest potential net value over time.

[3] Customer Retention
Customer Retention uses behavioral analysis to categorize customers and design tactical strategies that will sustain and maximize the activities of the most valuable customers.

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Activity-Based Management

Activity-based management (ABM) is a cost accounting tool applying cost analysis, target costing and management accounting across the organization. Activity-based management (ABM) enables managers to enhance profits through cost control and tracking practices.

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Business Intelligence

Business intelligence (BI) uses knowledge management, data warehouse, data mining and business analysis to identify, track and improve key processes and data, as well as identify and monitor trends in corporate, competitor and market performance.

Analysis and Reporting   

Business intelligence reporting and monitoring includes ad hoc and standardized reports, dashboards, triggers and alerts. Business analytics include trend analysis, predictive forecasting, pattern analysis, optimization, guided decision-making and experiment design.


Data Management


Data management ensures data integrity and availability through methodologies such as data warehousing, cleansing, profiling, stewardship, modeling and definition. Effective business decisions rely on data accuracy and reliability.


Knowledge Management


Knowledge Management methodologies record and disseminate both explicit and tacit process and performance strategies and actions to identify best practices and innovative techniques and ideas.

 

 

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  Introduction to Marketing Metrics: How They Can Help You Make Better Business Decisions  May 19, 2006

Article Description

In recent years, data-based marketing has swept through the business world. In its wake, measurable performance and accountability have become the keys to marketing success. However, few managers appreciate the range of metrics by which they can evaluate marketing strategies and dynamics. Fewer still understand the pros, cons, and nuances of each. This chapter introduces market metrics and explains how they can help better understand marketing data and make better business decisions.

Contents

  1. What Is a Metric?
  2. Why Do You Need Metrics?
  3. Marketing Metrics: Opportunities, Performance, and Accountability
  4. Choosing the Right Numbers
  5. Mastering Metrics

 

In recent years, data-based marketing has swept through the business world. In its wake, measurable performance and accountability have become the keys to marketing success. However, few managers appreciate the range of metrics by which they can evaluate marketing strategies and dynamics. Fewer still understand the pros, cons, and nuances of each.

In this environment, we have come to recognize that marketers, general managers, and business students need a comprehensive, practical reference on the metrics used to judge marketing programs and quantify their results. In this book, we seek to provide that reference. We wish our readers great success with it.

1.1 What Is a Metric?

A metric is a measuring system that quantifies a trend, dynamic, or characteristic.1 In virtually all disciplines, practitioners use metrics to explain phenomena, diagnose causes, share findings, and project the results of future events. Throughout the worlds of science, business, and government, metrics encourage rigor and objectivity. They make it possible to compare observations across regions and time periods. They facilitate understanding and collaboration.

1.2 Why Do You Need Metrics?

    "When you can measure what you are speaking about, and express it in numbers, you know something about it; but when you cannot measure it, when you cannot express it in numbers, your knowledge is of a meager and unsatisfactory kind: it may be the beginning of knowledge, but you have scarcely, in your thoughts, advanced to the stage of science."––William Thomson, Lord Kelvin, Popular Lectures and Addresses (1891–94)2

Lord Kelvin, a British physicist and the manager of the laying of the first successful transatlantic cable, was one of history’s great advocates for quantitative investigation. In his day, however, mathematical rigor had not yet spread widely beyond the worlds of science, engineering, and finance. Much has changed since then.

Today, numerical fluency is a crucial skill for every business leader. Managers must quantify market opportunities and competitive threats. They must justify the financial risks and benefits of their decisions. They must evaluate plans, explain variances, judge performance, and identify leverage points for improvement––all in numeric terms. These responsibilities require a strong command of measurements and of the systems and formulas that generate them. In short, they require metrics.

Managers must select, calculate, and explain key business metrics. They must understand how each is constructed and how to use it in decision-making. Witness the following, more recent quotes from management experts:

    ". . . every metric, whether it is used explicitly to influence behavior, to evaluate future strategies, or simply to take stock, will affect actions and decisions."3

    "If you can’t measure it, you can’t manage it."4

1.3 Marketing Metrics: Opportunities, Performance, and Accountability

Marketers are by no means immune to the drive toward quantitative planning and evaluation. Marketing may once have been regarded as more an art than a science. Executives may once have cheerfully admitted that they knew they wasted half the money they spent on advertising, but they didn’t know which half. Those days, however, are gone.

Today, marketers must understand their addressable markets quantitatively. They must measure new opportunities and the investment needed to realize them. Marketers must quantify the value of products, customers, and distribution channels––all under various pricing and promotional scenarios. Increasingly, marketers are held accountable for the financial ramifications of their decisions. Observers have noted this trend in graphic terms:

    "For years, corporate marketers have walked into budget meetings like neighborhood junkies. They couldn’t always justify how well they spent past handouts or what difference it all made. They just wanted more money––for flashy TV ads, for big-ticket events, for, you know, getting out the message and building up the brand. But those heady days of blind budget increases are fast being replaced with a new mantra: measurement and accountability."

1.4 Choosing the Right Numbers

The numeric imperative represents a challenge, however. In business and economics, many metrics are complex and difficult to master. Some are highly specialized and best suited to specific analyses. Many require data that may be approximate, incomplete, or unavailable.

Under these circumstances, no single metric is likely to be perfect. For this reason, we recommend that marketers use a portfolio or "dashboard" of metrics. By doing so, they can view market dynamics from various perspectives and arrive at "triangulated" strategies and solutions. Additionally, with multiple metrics, marketers can use each as a check on the others. In this way, they can maximize the accuracy of their knowledge.6 They can also estimate or project one data point on the basis of others. Of course, to use multiple metrics effectively, marketers must appreciate the relations between them and the limitations inherent in each.

When this understanding is achieved, however, metrics can help a firm maintain a productive focus on customers and markets. They can help managers identify the strengths and weaknesses in both strategies and execution. Mathematically defined and widely disseminated, metrics can become part of a precise, operational language within a firm.

Data Availability and Globalization of Metrics

A further challenge in metrics stems from wide variations in the availability of data between industries and geographies. Recognizing these variations, we have tried to suggest alternative sources and procedures for estimating some of the metrics in this book.

Fortunately, although both the range and type of marketing metrics may vary between countries,7 these differences are shrinking rapidly. Ambler,8 for example, reports that performance metrics have become a common language among marketers, and that they are now used to rally teams and benchmark efforts internationally.

1.5 Mastering Metrics

Being able to "crunch the numbers" is vital to success in marketing. Knowing which numbers to crunch, however, is a skill that develops over time. Toward that end, managers must practice the use of metrics and learn from their mistakes. By working through the examples in this book, we hope our readers will gain both confidence and a firm understanding of the fundamentals of data-based marketing. With time and experience, we trust that you will also develop an intuition about metrics, and learn to dig deeper when calculations appear suspect or puzzling.

Ultimately, with regard to metrics, we believe many of our readers will require not only familiarity but also fluency. That is, managers should be able to perform relevant calculations on the fly––under pressure, in board meetings, and during strategic deliberations and negotiations. Although not all readers will require that level of fluency, we believe it will be increasingly expected of candidates for senior management positions, especially those with significant financial responsibility. We anticipate that a mastery of data-based marketing will become a means for many of our readers to differentiate and position themselves for career advancement in an ever more challenging environment.

Organization of the Text

This book is organized into chapters that correspond to the various roles played by marketing metrics in enterprise management. Individual chapters are dedicated to metrics used in promotional strategy, advertising, and distribution, for example. Each chapter is composed of sections devoted to specific concepts and calculations.

Inevitably, we must present these metrics in a sequence that will appear somewhat arbitrary. In organizing this text, however, we have sought to strike a balance between two goals: (1) to establish core concepts first and build gradually toward increasing sophistication, and (2) to group related metrics in clusters, helping our readers recognize patterns of mutual reinforcement and interdependence. In Figure 1.1, we offer a graphical presentation of this structure, demonstrating the interlocking nature of all marketing metrics––indeed of all marketing programs––as well as the central role of the customer.

      

 

 

Figure 1.1 Marketing Metrics: Marketing at the Core of the Organization

The central issues addressed by the metrics in this book are as follows:

  • Chapter 2––Share of Hearts, Minds, and Markets: Customer perceptions, market share, and competitive analysis.

     

  • Chapter 3––Margins and Profits: Revenues, cost structures, and profitability.

     

  • Chapter 4––Product and Portfolio Management: The metrics behind product strategy, including measures of trial, growth, cannibalization, and brand equity.

     

  • Chapter 5––Customer Profitability: The value of individual customers and relationships.

     

  • Chapter 6––Sales Force and Channel Management: Sales force organization, performance, and compensation. Distribution coverage and logistics.

     

  • Chapter 7––Pricing Strategy: Price sensitivity and optimization, with an eye toward setting prices to maximize profits.

     

  • Chapter 8––Promotion: Temporary price promotions, coupons, rebates, and trade allowances.

     

  • Chapter 9––Advertising Media and Web Metrics: The central measures of advertising coverage and effectiveness, including reach, frequency, rating points, and impressions. Models for consumer response to advertising. Specialized metrics for Web-based campaigns.

     

  • Chapter 10––Marketing and Finance: Financial evaluation of marketing programs.

     

  • Chapter 11––The Marketing Metrics X-Ray: The use of metrics as leading indicators of opportunities, challenges, and financial performance.

     

Components of Each Chapter

As shown in Table 1.1, the chapters are composed of multiple sections, each dedicated to specific marketing concepts or metrics. Within each section, we open with definitions, formulas, and a brief description of the metrics covered. Next, in a passage titled Construction, we explore the issues surrounding these metrics, including their formulation, application, interpretation, and strategic ramifications. We provide examples to illustrate calculations, reinforce concepts, and help readers verify their understanding of key formulas. That done, in a passage titled Data Sources, Complications, and Cautions, we probe the limitations of the metrics under consideration, and potential pitfalls in their use. Toward that end, we also examine the assumptions underlying these metrics. Finally, we close each section with a brief survey of Related Metrics and Concepts.

In organizing the text in this way, our goal is straightforward: Most of the metrics in this book have broad implications and multiple layers of interpretation. Doctoral theses could be devoted to many of them, and have been written about some. In this book, however, we want to offer an accessible, practical reference. If the devil is in the details, we want to identify, locate, and warn readers against him, but not to elaborate his entire demonology. Consequently, we discuss each metric in stages, working progressively toward increasing levels of sophistication. We invite our readers to sample this information as they see fit, exploring each metric to the depth that they find most useful and rewarding.

With an eye toward accessibility, we have also avoided advanced mathematical notation. Most of the calculations in this book can be performed by hand, on the back of the proverbial envelope. More complex or intensive computations may require a spreadsheet. Nothing further should be needed.

Reference Materials

Throughout this text, we have highlighted formulas and definitions for easy reference. We have also included outlines of key terms at the beginning of each chapter and section. Within each formula, we have followed this notation to define all inputs and outputs.

  • $—(Dollar Terms): A monetary value. We have used the dollar sign and "dollar terms" for brevity, but any other currency, including the euro, yen, dinar, or yuan, would be equally appropriate.
  • %—(Percentage): Used as the equivalent of fractions or decimals. For readability, we have intentionally omitted the step of multiplying decimals by 100 to obtain percentages.

     

  • #––(Count): Used for such measures as unit sales or number of competitors.

     

  • R––(Rating): Expressed on a scale that translates qualitative judgments or preferences into numeric ratings. Example: A survey in which customers are asked to assign a rating of "1" to items that they find least satisfactory and "5" to those that are most satisfactory. Ratings have no intrinsic meaning without reference to their scale and context.
  • I––(Index): A comparative figure, often linked to or expressive of a market average. Example: the consumer price index. Indexes are often interpreted as a percentage.

     

References and Suggested Further Reading

Abela, Andrew, Bruce H. Clark, and Tim Ambler. "Marketing Performance Measurement, Performance, and Learning," working paper, September 1, 2004.

Ambler, Tim, and Chris Styles. (1995). "Brand Equity: Toward Measures That Matter," working paper No. 95-902, London Business School, Centre for Marketing.

Barwise, Patrick, and John U. Farley. (2003). "Which Marketing Metrics Are Used and Where?" Marketing Science Institute, (03-111), working paper, Series issues two 03-002.

Clark, Bruce H., Andrew V. Abela, and Tim Ambler. "Return on Measurement: Relating Marketing Metrics Practices to Strategic Performance," working paper, January 12, 2004.

Hauser, John, and Gerald Katz. (1998). "Metrics: You Are What You Measure," European Management Journal, Vo. 16, No. 5, pp. 517–528.

Kaplan, R. S., and D. P. Norton. (1996). The Balanced Scorecard: Translating Strategy into Action, Boston, MA: Harvard Business School Press.

Table 1.1 Major Metrics List

Section Metric
Share of Hearts, Minds, and Markets
2.1 Market Share
2.1 Unit Share
2.2 Relative Market Share
2.3 Brand Development Index
2.3 Category Development Index
2.4–2.6 Market Share
2.4 Market Penetration
2.4 Brand Penetration
2.4 Penetration Share
2.5 Share of Requirements
2.6 Heavy Usage Index
2.7 Hierarchy of Effects
2.7 Awareness
2.7 Top of Mind
2.7 Ad Awareness
2.7 Knowledge
2.7 Beliefs
2.7 Intentions
2.7 Purchase Habits
2.7 Loyalty
2.7 Likeability
2.8 Willingness to Recommend
2.8 Customer Satisfaction
2.9 Willingness to Search
Margins and Profits
3.1 Unit Margin
3.1 Margin (%)
3.2 Channel Margins
3.3 Average Price per Unit
3.3 Price Per Statistical Unit
3.4 Variable and Fixed Costs
3.5 Marketing Spending
3.6 Contribution per Unit
3.6 Contribution Margin (%)
3.6 Break-Even Sales
3.7 Target Volume
3.7 Target Revenues
Product and Portfolio Management
4.1 Trial
4.1 Repeat Volume
4.1 Penetration
4.1 Volume Projections
4.2 Growth—Percentage
4.2 Growth––CAGR
4.3 Cannibalization Rate
4.3 Fair Share Draw Rate
4.4 Brand Equity Metrics
4.5 Conjoint Utilities and Consumer Preferences
4.6 Segment Utilities
4.7 Conjoint Utilities and Volume Projections
Customer Profitability
5.1 Customers
5.1 Recency
5.1 Retention Rate
5.2 Customer Profit
5.3 Customer Lifetime Value
5.4 Prospect Lifetime Value
5.5 Average Acquisition Cost
5.5 Average Retention Cost
Sales Force and Channel Management
6.1 Workload
6.1 Sales Potential Forecast
6.2 Sales Total
6.3 Sales Force Effectiveness
6.4 Compensation
6.4 Break-Even Number of Employees
6.5 Sales Funnel, Sales Pipeline
6.6 Numeric Distribution %
6.6 All Commodity Volume (ACV)
6.6 Product Category Volume (PCV)
6.6 Total Distribution %
6.6 Facings
6.7 Out of Stock %
6.7 Inventories
6.8 Markdowns
6.8 Direct Product Profitability (DPP)
6.8 Gross Margin Return on Inventory Investment (GMROII)
Pricing Strategy
7.1 Price Premium
7.2 Reservation Price
7.2 Percent Good Value
7.3 Price Elasticity of Demand
7.4 Optimal Price
7.5 Residual Elasticity
Promotion
8.1 Baseline Sales
8.1 Incremental Sales/Promotion Lift
8.2 Redemption Rates
8.2 Costs for Coupons and Rebates
8.2 Percentage Sales with Coupon
8.2 Percent Sales on Deal
8.2 Percent Time on Deal
8.2 Average Deal Depth
8.3 Pass-Through
8.4 Price Waterfall
Advertising Media and Web Metrics
9.1 Impressions
9.1 Gross Rating Points (GRPs)
9.2 Cost per Thousand Impressions (CPM)
9.3 Net Reach
9.3 Average Frequency
9.4 Frequency Response
9.5 Effective Reach
9.5 Effective Frequency
9.6 Share of Voice
9.7 Pageviews
9.8 Clickthrough Rate
9.9 Cost per Click
9.9 Cost per Order
9.9 Cost per Customer Acquired
9.10 Visits
9.10 Visitors
9.10 Abandonment Rate
Marketing and Finance
10.1 Net Profit
10.1 Return on Sales—ROS
10.2 Return on Investment—ROI
10.3 Economic Profit—EVA
10.4 Payback
10.4 Net Present Value (NPV)
10.4 Internal Rate of Return (IRR)
10.5 Return on Marketing Investment—ROMI; Revenue

 

 


1. Word Reference, http://www.wordreference.com. Accessed 22 April 2005.

2. Bartlett, John. (1992). Bartlett's Familiar Quotations, 16th edition; Justin Kaplan, general editor.

3. Hauser, John, and Gerald Katz. "Metrics: You are What You Measure," European Management Journal, Volume 16 No 5 October 1998.

4. Kaplan, Robert S., and David P. Norton. (1996). Balanced Scorecard, Boston, MA: Harvard Business School Press.

5.

6. Strictly speaking, all the numbers can contain some error. Share may be estimated, for example, from retail sales to consumers. Sales might come from shipment to retailers.

7. Barwise, Patrick, and John U. Farley. (2003). "Which Marketing Metrics Are Used and Where?" Marketing Science Institute (03-111), working paper, Series issues two 03-002.

8. Ambler, Tim, Flora Kokkinaki, and Stefano Puntoni. (2004). "Assessing Marketing Performance: Reasons for Metrics Selection," Journal of Marketing Management, 20, 475–498.

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