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    2012 ForeSee

    FORESEE MOBILE

    SATISFACTION INDEX

    FINANCIAL SERVICES EDITION

    Commentary and Analysis by:

    Larry Freed and Eric Feinberg

    Research by:Rhonda Berg and Julie Anderson

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    Apple Rating

    * Nielsen, July 2012 ** Forrester, August 2012

    *** ForeSee Mobile Satisfaction Index 2012

    Google Rating

    $

    MOBILE FINANCIAL SERVICES AT A GLANCE

    The mobile experience plays a critical role in todays nancial services world, which is inherentlymulti-channel and multi-device, and usage trends suggest that mobile is the future.

    MOBILE FINANCIAL SERVICES: OPPORTUNITIES FOR IMPROVEMENT AND GROWTH

    MEASURE THE CUSTOMER EXPERIENCE TO GAUGE FUTURE SUCCESS

    THE FUTURE OF MOBILE IN THE BANKING INDUSTRY

    2/3of new mobilebuyers are buying smartphones*

    CUSTOMERS ARE

    MORE SATISFIED

    WITH TRADITIONAL

    SITES THAN

    MOBILE SITES.

    of U.S. Bank Account Holders will bebanking with a mobile device by 2017**

    Mobile nancial services sites and appsunderperform mobile retail sites and apps***

    Tracking appdownloadsand ratingsdoes notprovide

    actionableinformation***

    more likely torecommend the app

    Measuring satisfactionpredicts future success***

    SAT SCORE

    77 VS.

    FINANCIAL SERVICES RETAIL

    SAT SCORE

    79

    3.5

    4.3

    3.0

    4.3

    SAT

    79SAT

    7676%

    more likely touse it again66%

    more likely to preferthe brand overall

    72%

    Mobile banking users willdouble in the next 5 years**

    Wells Fargo

    CUSTOMER

    SATISFACTION

    79

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    EXECUTIVE SUMMARY

    The mobile experience plays a critical role in todays nancial services world, which is inherently multi-channel

    and multi-device, and usage trends suggest that mobile is the uture. According to Neilsen, two thirds o new

    mobile buyers are buying smartphones, and they already constitute more than hal o all cell phones in use

    today. These powerul devices will urther drive the adoption o mobile nancial services. Forrester predicts

    that the number o U.S. mobile banking users will double in the next ve years and reach 108 million by

    2017, which translates to 46% o bank-account holders in the United States.

    Twenty years o research shows that when measured correctly, a satisying customer experience is predictive

    o loyalty, recommendations, sales, and brand preerence. Among our own clients, we see an increased

    interest in understanding the role that mobile plays in overall business strategy. For these reasons, in our

    second Mobile Satisaction Index, we turn our attention to the nancial services industry. The ollowing

    report provides customer satisaction scores or the mobile experience provided by top nancial

    institutions, including:

    > Banks: American Express Bank, Wells Fargo, Chase, U.S. Bank, Bank o America, CitiBank,

    and credit unions overall;

    > Credit Card Companies: American Express, Discover, Capital One, Citibank, MasterCard, Visa; and

    > Brokerage: Charles Schwab, Fidelity, E*TRADE, Scottrade, TD Ameritrade.

    Critical ndings emerged rom the research:

    > There is little dierentiation between the mobile experiences o fnancial services companies.

    Scores or each o the 17 individual nancial services companies we measured are on page 6, along

    with aggregate scores or each category.

    http://blog.nielsen.com/nielsenwire/online_mobile/two-thirds-of-new-mobile-buyers-now-opting-for-smartphones/http://blog.nielsen.com/nielsenwire/online_mobile/two-thirds-of-new-mobile-buyers-now-opting-for-smartphones/http://blog.nielsen.com/nielsenwire/online_mobile/two-thirds-of-new-mobile-buyers-now-opting-for-smartphones/http://blog.nielsen.com/nielsenwire/online_mobile/two-thirds-of-new-mobile-buyers-now-opting-for-smartphones/http://blogs.forrester.com/tiffani_montez/12-08-15-move_over_online_mobile_is_poised_to_hit_mainstreamhttp://blogs.forrester.com/tiffani_montez/12-08-15-move_over_online_mobile_is_poised_to_hit_mainstreamhttp://blog.nielsen.com/nielsenwire/online_mobile/two-thirds-of-new-mobile-buyers-now-opting-for-smartphones/http://blog.nielsen.com/nielsenwire/online_mobile/two-thirds-of-new-mobile-buyers-now-opting-for-smartphones/http://blog.nielsen.com/nielsenwire/online_mobile/two-thirds-of-new-mobile-buyers-now-opting-for-smartphones/http://blog.nielsen.com/nielsenwire/online_mobile/two-thirds-of-new-mobile-buyers-now-opting-for-smartphones/
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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    > Mobile banking still underperorms online banking. Customers still preer traditional online

    banking to mobile online banking, but the experience needs to be consistent across channels. Read

    more on page 7.

    > Mobile fnancial services underperorm m-retail. In a similar study conducted in September,

    ForeSee ound that average satisaction with the largest retail m.mobile sites and apps was 79, while

    average satisaction or nancial services m.mobile sites and apps is 77.

    > Mobile apps rule. Customer satisaction is signicantly higher with apps than with mobile sites

    (m.sites), highlighting the important role that apps can play in a successul mobile strategy or a

    nancial services company. It behooves any nancial services company to not only create an app, but

    to encourage customers to download and use it because our research suggests that apps provide a

    more satisying experience than m.sites. Read more on page 8.

    > Satisaction with mobile banking predicts uture success; app store ratings and downloads do

    not. A highly satised visitor to a nancial services mobile site or app reports being 76% more likely

    to recommend the mobile site or app, 66% more likely to use it again, and 72% more likely to preer

    the brand overall based on the experience he or she had in the mobile channel. Executives who

    measure success o mobile apps by tracking downloads or star ratings in app stores are not getting

    actionable inormation. Read more on page 9.

    > Mobile banking can get better. For many companies, improving the kind o inormation a mobile

    site or app provides should be a top priority or improvement (over and above even unctionality and

    perormance o the mobile site or app). But there is no one-size-ts-all approach.

    INTRODUCTION: SATISFACTION MATTERS (MORE) IN MOBILE

    Satisaction matters just as much or mobile, and perhaps even more in some cases, as it does in any other

    channel because it represents the uture o customer engagement. Mobile devices empower consumers

    in ways that PCs cannot, by putting the power o the Internet into their pocket or purse. While traditional

    Internet access through PCs and laptops will likely never go away, consumers are increasingly going mobile

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    rst. It is thereore an absolute necessity or nancial services companies to understand how their customers

    are using mobile devices and to create websites and apps optimized or mobile devices. Failure to do so is

    a lost opportunity to secure customer loyalty, return visits, positive word-o-mouth recommendations, and

    revenue. This is especially true in this industry where we see very little dierentiation in the kinds o mobile

    experiences companies are creating or customers.

    On one hand, a good mobile experience can serve to reinorce other company touch points and bolster

    customers satisaction with a nancial services company as a whole. On the other, it can also seriously

    undermine a companys brand i the mobile interaction is executed poorly.

    Measuring customer satisaction with the mobile platorm is essential or the same reasons it is

    important to measure satisaction with more established touch points like contact centers, branches,

    and websitesbecause satisaction is the best orward-looking indicator o uture success. It is especially

    important given the poor alternatives companies have in place now. Too many nancial services companies

    are measuring the success o a mobile experience based on how many stars their app has in the app store

    or how many downloads have occurred. This kind o opt-in eedback has a greater tendency to refect the

    squeaky wheels and is not representative o the silent majority o customers who have valuable opinions to

    share. More importantly, such eedback is not actionable and gives companies no inormation on what can

    or should be done to improve the experience.

    In this study, the ForeSee Mobile Satisaction Index: Financial Services Edition (see side bar on page 6) takes

    a close look at 17 leading nancial services companies through the lens o customer satisaction to see how

    they are in the mobile arena.

    Even though the mobile revolution is still in its early stages, the companies in this study seem to be doing a

    very good job o meeting and exceeding customer expectations o a mobile retail experience. But there is

    always room or improvement, even or companies at the top o the heap. As the mobile industry matures,

    customer expectations will rise. Companies must continue to innovate and improve to maintain high

    satisaction levels.

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    THE SCORES

    There is very little dierentiation between the

    satisaction scores or the mobile experiences

    or the leading companies in each o these

    categories. American Express takes the top

    named spot in both categories in which it is

    included, and Charles Schwab and Fidelity

    top the brokerage list. All scores are on a

    100-point scale.

    Customer Satisaction with Mobile Experiences: Financial Services

    Aggregate: All Financial Services Mobile Experiences 77

    Mobile Banks and Credit Unions: Aggregate 78

    Any Credit Union 80

    American Express (Bank) 79

    Wells Fargo 79

    Chase (Bank) 78

    US Bank 78

    Bank of America (Bank) 76

    Citibank (Bank) 76

    Mobile Credit Cards: Aggregate 76

    American Express (Credit Card) 79

    Discover 79

    Capital One (Credit Card) 76

    Citibank (Credit Card) 75

    Mastercard 75

    Visa 73

    Mobile Brokerage: Aggregate 77

    Charles Schwab 79

    Fidelity 78

    E*TRADE 77

    Scottrade 77

    TD Ameritrade 76

    Note: All satisfaction scores are reported on a 100-point scale.

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    Banking: In the consumer banking category, credit unions tend to provide the best mobile experiences. There

    is only a three-point variation between the measured banks in this category, rom a 76 or Citibank to a 79 or

    American Express Bank. It is important to remember that these are the largest banks in the country.

    Credit Cards: There is a slightly larger range o scores in the credit card category, rom 73 or Visa to a 79 or

    American Express credit cards.

    Mobile Brokerage: The mobile brokerage category also has a very narrow spread o only three points, rom

    TD Ameritrade at 76 to Charles Schwab at 79.

    These scores provide a benchmark or other companies in these categories, whether measured in this

    study or not.

    WEB VS. MOBILE

    Websites appear and unction airly uniormly across standard PCs and laptops. But among mobile devices,

    there are dozens o screen sizes, operating systems, hardware specications, and loading speeds. This makes

    it dicult or nancial services companies trying to provide a uniorm standard experience to their customers

    across platorms.

    ForeSee measures satisaction across multiple channels. Last year, we measured web satisaction or many o

    these companies as part o an annual study about online banking. For every bank ForeSee measured, both

    online and or mobile, the web experience outperorms the mobile experience in customer satisaction by as

    much as eight points. Customers still strongly preer the web experience to the mobile one or every major

    bank we studied.

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    FINANCIAL SERVICES VS. RETAIL

    In September, ForeSee measured satisaction with retail mobile sites and apps. The report is available on

    ForeSees website. Average satisaction was airly high across the 20 measured retailers mobile experiences,

    with an aggregate mobile satisaction score o 79 and retailer-specic scores ranging rom 76-84. For the

    nancial services companies included in this report, average satisaction was 77, with individual scores ranging

    rom 73 to 80. Customers are slightly less satised with nancial services m.mobile sites and apps than they are

    with retail m.mobile sites and apps.

    Moreover, almost hal o the measured retailers scored 80 or above or their mobile experiences, which is

    traditionally considered the benchmark or excellence. Only one o the scores in the nancial services mobile

    study reached 80: the average score or all measured credit unions.

    APPS VS. SITES

    Where mobile websites are either ull websites on a smaller screen or websites tailored to mobile devices, apps

    have the advantage o being created or specic operating systems and devices. This advantage is evident in

    the scores below, which compare satisaction between apps and m.sites. In aggregate, customers nd nancial

    services apps to be more satisying than m.sites.

    Customers Are More Satisfed With Mobile Apps

    Average MobileSatisaction

    Satisactionwith Apps

    Satisactionwith M.Sites

    Financial Services Aggregate 77 79 76

    Banks 78 80 76

    Credit Cards 76 78 76

    Brokerage 77 79 76

    O those who responded to this survey, 57% were m.mobile site users and 43% were mobile app users.

    Satisaction with sites (76) trailed satisaction with apps (79) by three points.

    http://www.foresee.com/http://www.foresee.com/http://www.foresee.com/http://www.foresee.com/
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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    Why do app users choose to use the apps? According to the study, 40% o respondents reported apps were

    easier to use than mobile sites, and 31% said apps were aster. It should also be noted that apps are designed

    specically or existing customers, because there is no compelling reason or a noncustomer to have the app.

    Research also shows that mobile customers o nancial services are going beyond simple everyday activities

    such as checking account balances or locating ATMs to making bill payments, transerring money between

    accounts, or even depositing unds.

    Providing a solid app experience or customers (loyal and new) deepens a companys relationship with

    them. When a nancial services company can provide a customized, superior app experience, it can engage

    customers urther, embed them deeper into the brand experience, and make them more loyal as the result o

    higher satisaction. However, nancial services companies must not orget prospective customers in the mobile

    equation and their m.sites should appeal to and serve the needs o both customers and prospects.

    Sample sizes were not large enough to release individual company-level m.site and app scores, but or banks,

    customers rate Chase and Bank o Americas apps the highest. American Express has the most highly-rated

    credit card app, and Charles Schwab has the most highly-rated investment app o those we measured.

    WHY MEASURE SATISFACTION?

    High customer satisaction, when measured correctly, predicts the outcomes that measure success. Satisaction

    is the most important customer metric companies can track and is a key driver o behaviors that businesses

    care most about: likelihood to use more services, recommendations, and loyalty, among others.

    In this index, we compared less-satised users o nancial services mobile sites and apps (with satisaction

    scores 69 or less) to highly satised users (with satisaction scores o 80 or higher). Based on likelihood scores,

    satised mobile users say they are 80% more likely to use mobile as their primary resource (beore using other

    channels), 76% more likely to recommend the mobile channel, 66% more likely to use the mobile channel

    again, and 72% more likely to preer the brand overall based on their experience in the mobile channel.

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    Apple Rating Google Rating Satisfaction

    5

    4.5

    4

    3.5

    3

    2.5

    2

    1.5

    WellsFargo

    Chase(Bank)

    USBank

    BankofAmerica(Bank)

    Citibank(Bank)

    AmericanExpress(CreditCard)

    Discover

    CapitalOne(CreditCard)

    Citibank(CreditCard)

    CharlesSchwab

    Fidelity

    E*TRADE

    Scottrade

    TDAmeritrade

    90

    80

    70

    60

    50

    79 78

    76777778

    79

    7576

    7979

    767678

    Likely Future Behaviors or Mobile Visitors to the Top Financial Services Mobile Sites and Apps

    Likely Future Behaviors

    Average Scores,Respondents ScoringMobile Satisaction

    80+ (Highly Satisfed)

    Average Scores,Respondents Scoring

    Mobile Satisaction 69

    or lower (Dissatisfed)

    % dierencebetween Highly

    Satisfed &

    Dissatisfed

    Brand Preference 86 50 72%

    Use Mobile as a Primary Resource 81 45 80%

    Recommend the Mobile Channel 90 51 76%

    Use the Mobile Channel Again 93 56 66%

    These calculations show that satisaction should be a key perormance indicator or any nancial services

    company making an investment in mobile. Ater all, the other ways that executives currently use to track

    mobile success lack the same predictive or actionable qualities. What do app store star ratings tell you? Not

    much. Furthermore, that eedback is more useul or customers than it is or companies, and it provides no

    direction or insight as to how a company might improve the customer experience. The eedback provided by

    tracking how many stars an app gets in an app store is questionable at bestusually only the most satised

    and the least satised provide eedback, leaving the silent majority unrepresented. The ollowing chart

    demonstrates how misleading stars and download counts can be when it comes to truly understanding the

    mobile customer experience.

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    How does ForeSee know that satisaction as a metric is any more actionable than Google ratings or Apple

    ratings? Because the methodology ForeSee uses to measure satisaction in these studies as well as or our

    clients has more than 20 years o academic research behind it, linking it to critical uture behaviors and

    nancial success. Moreover, the way ForeSee measures and calculates satisaction provides important insights

    into how to improve the experience, while simple ratings do not.

    HOW TO IMPROVE MOBILE SATISFACTION

    How can nancial services companies increase satisaction? The ForeSee methodology scientically measures

    several key drivers, or elements, o mobile satisaction. The ForeSee model results shows how users eel

    about these perormance areas and also how much infuence each element has on their overall satisaction.

    Improving the high-impact elements in the eyes o visitors leads to quantiable increases in satisaction. The

    elements that have the most impact on overall satisaction (and thereore on uture behaviors, both online and

    ofine) dier rom company to company.

    This study measures three general elements o a retail mobile experience:

    > Functionality: The useulness and variety o eatures, such as branch locator, directed search, etc.

    > Site Inormation: The thoroughness o inormation on the mobile site or app and how well it

    answers your questions.

    > Site Perormance: How quickly pages load on a mobile device and the ability to load without

    getting error messages.

    For the purposes o this study, these elements are measured in broad strokes because we use a panel to

    measure visitors who may have had their mobile experience up to a ew days or weeks ago. We are able

    to determine the impact o a wider range o more detailed elements or our clients because consumers are

    surveyed immediately ater a mobile experience.

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    ForeSee technology quanties which elements have the greatest impact on overall satisaction, which

    may or may not be the lower-scoring elements. Companies are likely to improve satisaction the most by

    ocusing improvements on the elements that have the greatest impact on satisaction, rather than ocusing

    on element perormace scores alone.

    For 14 o the 17 sites we measured, site inormation was the top priority or improvement. This nding

    indicates that nancial services institutions may not have a great read on what customers use the mobile

    sites and apps or. For example, though conventional wisdom says that people use mobile sites and apps on

    the go, our research indicates that 65% o survey respondents accessed the nancial services mobile site or

    app rom their home, 12% accessed it rom work, and only 18% accessed it while out and about. The data

    suggests that mobile users are oten more stationary than previously assumed and perhaps have more need

    or detailed inormation than previously thought.

    Meanwhile, our companies registered site/app perormance as a top priority and two registered unctionality

    as a top priority (some sites had more than one top priority). In short, each company needs to understand the

    expectations o its customers and how those match up to the reality o the mobile experience it is providing.

    There is no one-size-ts-all solution or improving a nancial services mobile experience. By understanding the

    impact o specic aspects o a mobile experience on their audiences satisaction, nancial services companies

    can save costly investments in upgrades that will not result in desired uture behaviors and instead ocus their

    eorts on the changes that are likely to matter most.

    OTHER OPPORTUNITIES FOR IMPROVEMENT

    Why are customers using mobile and does the m.site or app meet their range o needs? Visitors who

    are looking to research products and services (a tremendous sales opportunity or nancial services companies)

    have an average satisaction score o 73, compared to an average o 77 across all users, 78 or those coming

    to pay bills/make payment/transer unds, and 79 or those coming to view their accounts. This score dierence

    highlights an opportunity or nancial services companies to better meet the needs o current and potential

    customers using mobile or research purposes.

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    Customers vs. prospects: Noncustomers have an average satisaction score o 72 compared to 79 or

    customers, indicating that there is an opportunity to win new business on mobile sites/apps. Financial services

    companies may be assuming only existing customers are using their mobile sites and apps. The mobile

    experience in nancial services is not only or existing customers; in act, nearly one-th o survey respondents

    (18%) were not customers o the nancial institution whose mobile experience they were using.

    First-time visitors vs. repeat visitors: Among survey respondents, a very large 43% report being rst-time

    users to the mobile site or app, while 57% were repeat visitors. First-time visitors have a satisaction score

    o 75our points below those who were returning users (79). While not a big surprise that returning visitors

    score higher than rst-time visitors (ater all, they had to be satised in order to return, so customer satisaction

    is usually higher than prospect satisaction), it is important to note that the opportunity to improve the

    rst-time visitor experience does exists and should be explored, especially since everyone has to be a rst-time

    visitor once.

    Are mobile users really mobile? App users, in contrast to m.site users, are proving to be true mobile users,

    meaning they are more likely to use the app while out and about and display higher satisaction and uture

    behaviors than those on the go with a mobile website. Twenty-three percent o app users are using that app

    out and about (not at home, work, or school), while 14% o m.site users are out and about.

    CONCLUSION

    ForeSees scientic technology reveals that to increase customers loyalty and brand preerence, nancial

    services companies need to increase overall satisaction. To do this, companies need to be aware o how

    changing specic elements o key touch points will impact their customers experienceseither positively

    or negatively. Only with the most precise measurement can they prioritize enhancements to key touch point

    experiences, such as mobile, and make business decisions that can generate the greatest return on their

    investment. This is an invaluable insight in this new technological era.

    Theres no question that mobile is moving at lightning speed right now. Companies shouldnt stand idle

    and watch the opportunity go by. I they measure mobile (and measure it the right way), and also identiy

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    the purpose o the visit, the customers likely next step, the location and device, and develop a strategy or

    improvement based on this inormation, it is possible to keep pace with this growing and changing technology

    that is impacting the customer experience in ways they may never have anticipated.

    ABOUT THE AUTHORS

    As President and CEO o ForeSee, Larry Freed is an expert on the multi-channel customer experience and

    authors dozens o research papers and reports on the subject every year. Larry speaks extensively on the topic

    at private- and public-sector industry events and is the author o the book Managing Forward: How to Move

    from Measuring the Past to Managing the Future.

    As Senior Director o Mobile, Eric Feinberg is responsible or working with product, delivery, sales, and

    marketing teams to ensure that ForeSee brings innovation and operational excellence to its mobile oerings.

    Eric brings 15 years o customer-ocused experience to the team, and is currently on the board o directors or

    the Digital Analytics Association (DAA), ormerly the Web Analytics Association.

    ABOUT THE RESEARCH TEAM

    Rhonda Berg, Research Manager at ForeSee, led the research team that worked on this study as well as the

    2011 ForeSee E-Retail Satisaction Index (U.S. Holiday Edition). Rhonda manages many research initiatives,

    such as the annual Top 100 and Top 40 Retail Satisaction Indexes (both U.S. and UK) and the quarterly

    E-Government Satisaction and Transparency Indexes. She also serves as an internal consultant regarding

    statistics, methodology, and survey design. Rhonda has been a research proessional or more than 20 years

    in a number o industries and holds advanced degrees in business and sociology.

    Julie Anderson, Research Analyst at ForeSee, has over 13 years o consulting and research experience in

    public and private organizations with a ocus on large-scale data analytics. She graduated rom Columbia

    University with a Masters o Public Health in 1999. Through her work as a Satisaction Research Analyst at

    ForeSee, she has extensive experience in survey development, voice-o-customer analytics, and the American

    Customer Satisaction Index (ACSI).

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    FORESEE MOBILE SATISFACTION INDEX: FINANCIAL SERVICES EDITION (2012)

    ABOUT FORESEE

    As a pioneer in customer experience analytics, ForeSee continuously measures satisaction and delivers

    powerul insights on where to prioritize improvements or maximum impact. ForeSee applies its trusted

    technology across channels and customer touch points, including websites, call centers, brick-and-mortar

    locations, mobile experiences, and social media interactions. Because ForeSees proven methodology measures

    satisaction in a manner that is predictive o customer loyalty, purchase behavior, uture nancial success, and

    even stock prices, executives and managers can drive uture success by condently prioritizing the eorts that

    they know will achieve business goals.

    Working across the public and private sectors, with deep expertise in a range o business and consumer

    industries, ForeSee combines the best in customer satisaction measurement, proven predictive analytics,

    actionable usability analysis, and rich observational data to work with large and small organizations around the

    world. The result o measuring success through the customers eyes is better outcomes or businesses and a

    better experience or consumers.

    ForeSee is a privately held company headquartered in Ann Arbor, Michigan. Visit us at www.oresee.com or

    customer experience solutions and original research.

    http://www.foresee.com/http://www.foresee.com/