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Using analytics to manage
nonprofit digital communication strategies


Dana Chinn




1.   What is digital analytics?
2.
2    Defining digital audiences channels and goals
                      audiences,
3.   Developing measurement models
4.   Basic site metrics
5.   Social media metrics

BUCO 485 – Business Communication Management for Nonprofits
April 2012
Improving digital communication channels start
    with identifying what needs to change




      Start here



                                    not here




                                                 2
Is this site successful?




               Our site has 5,000 monthly unique visitors.


        Last Tuesday that story got 20,000 page
        views.

              Our iPhone app was downloaded 10 000 times.
                                            10,000 times

               We have 2,000 Likes on Facebook.

                We have 5,000 Twitter followers
                        5 000         followers.




                                        It depends.
                                                  Not all traffic is equal
                                                                      q


                                                                       3
Questions for a e-commerce company

                         Who came to our site?
                               e.g., previous vs. new; high vs. low potential

                         How did they get here?

                         What did they look at?

                         Were they successful in getting what they wanted?

 A simple e-commerce data story
                “Current and potential customers who typed in “t-shirts”
                in Google arrived on our t-shirts landing page.
                                       1.5% of them made a purchase.”




                                                                                4
-- Corey Koberg, Cardinal Path
The questions for a news or nonprofit organization
         are the same…
             Who came to our site?
                   e.g., previous vs. new; high vs. low potential

             How did they get here?

             What did they look at?

             Were they successful in getting what they wanted?


…so why i the typical story usually something lik this?
     h is h      i l            ll       hi   like hi

                Our site has 5,000 monthly unique visitors.
                      Last Tuesday that story got 20,000 page views.
                                  y         yg      ,    p g
                The average time spent on our site last week
                was 24 minutes.
                          Our iPhone app was downloaded 10,000 times.
                We have 2,000 fans on our Facebook page.
                                We have 5,000 Twitter followers
                                         5 000          followers.


                                                                    5
Traditional mass media business model:
             Eyeballs to advertisers



  Advertisers pay to spray their messages to everyone…
              p y     p y             g          y




                           ….and pray it reaches the right people




              The metrics used to define success are based on
                        The total number of people reached
                        The percent of people reached in a specific geographic area
                        Market share vs other competitors
                                       vs.

                       Everyone in the audience is equally important.
Internet business model:
   People can get news and info whenever they want,
   wherever th
     h       they want, and on multiple devices
                     t    d      lti l d i


  Advertisers pay to reach only the people they want
                                                want…




                          …and only the people they can’t reach directly themselves
                              d   l h         l h      ’      h di    l h      l
                          or through other targeted ways

  The metrics used to define success are based on
            the percent of people reached in a specific interest group
            and
            whether those people were engaged enough to deliver
            the results the advertiser wants - sales, sales leads, sign-ups, etc.

            “The more insight a publisher has into its audience, the more it can charge advertisers.”
            Alan Pearlstein, Cross-Pixel Media, Ad Age, 8/8/11
Metrics are for decision-making, not marketing
                              g              g



                         You had to cut one reporter. How
                                            reporter
                         should the others re-arrange their
                         time?


        You got new funding! What
        should be covered –
        something new or
        something more?


                               Should you partner with another
                               organization?
                                    Nonprofit news orgs with clearly defined,
                                    targeted local audience goals probably will
                                    not find much worth in partnering with a
                                    traditional mainstream news org.
                                                                   g



                                                                                  8
Three types of decision-making



  HIghest Paid Person’s Opinion
                        -- Avinash Kaushik Google
                                   Kaushik,




          Decision-making with bad data, too much data
                                   data
          and/or no goals




                                                    Decision-making
                                                    Decision making with data in a
                                                    continuous improvement
                                                    process



                                                                             9
Example
Purpose of a community news program




               Increase civic engagement

                     in a community

            by bringing stakeholders together
              through their shared need for
            community news and information




                                                10
Using data for decision-making
  is dependent first on a clearly defined target audience…



Alhambra                       Boyle Heights                         “South LA”



            City of Alhambra                   City of Los Angeles                 LA Times




     …and then on an equally well-defined multichannel strategy




                                                                                  11
Each channel reaches different audiences and has
unique functionality, so each needs its own measurement model.

A channel’s model – and metrics – should be developed
based on its role vs. other channels.




  Goal: What the org wants the channel to do

  Key Performance Indicator: A metric crucial to the org’s survival

  Target: The value of the KPI that will indicate success or failure

  Segment: A group of visits or visitors, categorized by type and/or behavior,
           that is essential to reach the target
                                                                           12
Sample measurement model for a website (eek!)




                                                13
1. Establish program objectives.

         What does your org want to do through all of its channels?




                                                                      14
2. Establish – exactly – how each channel will contribute to
each program objective.

    What are the goals of your site? Why does it exist?




                                                               15
2. Establish – exactly – how each channel will contribute to
each program objective.

     What are the goals of your site? Why does it exist?




Getting a name and e-
mail address is the
first indicator
someone is engaging
with you.

   Audience info, obtained with permission, is perhaps the most important function of a site.

                                                                                                16
2. Establish – exactly – how each channel will contribute to
each program objective.

    What are the goals of your site? Why does it exist?




                                                               17
3. Decide which metrics will be the Key Performance Indicators
for each channel goal. Establish the targets that will indicate
success – or f il
             failure.

                              Analyze audience segments: What
                              type of audience behavior is
                               yp
                              affecting the KPI?


                                  Example:

                                  Site visitors who entered
                                  through search engines visited
                                  an average of once a week.

                                  Is this good?

                                  Yes – Our target was two
                                  times a month

                                  No – Our target was twice a
                                  week! We just added
                                  additional resources to put
                                  new content up daily!




                                                                   18
Maybe th
M b the content you’re putting up on the site
               t t      ’    tti     th   it
isn’t the content that people want!




       Type of analysis used by J. Paul Getty Trust from “Web analytics success for government websites,”
       by Avinash Kaushik, Oct. 12, 2009
3. Decide which metrics will be the Key Performance Indicators
for each channel goal. Establish the targets that will indicate
success – or f il
             failure.




                                                              20
3. Decide which metrics will be the Key Performance Indicators
for each channel goal. Establish the targets that will indicate
success – or f il
             failure.




   Nonprofits need                            KPIs need to be
   to decide                                  specific to what
   whether the                                the channel can
   number of                                  actually do.
   individuals is
   more of a                                  Example: A
   priority than the                          $20,000
   total amount of                            sponsorship
   money                                      package will be
                                              sold through
                                              nondigital
                                              fundraising
                                              methods.

                                                                 21
Sample measurement model for a website…




                  …repeat for e-mail, Facebook, Twitter...eek!


                                                            22
Web analytics is the analysis of data
       “to drive a continual improvement of the online experience…
       which translates into your desired outcomes.”
                               y




                                                              Just one
                                                              part of
                                                              web
                                                              analytics




                                                                 23
from Web Analytics 2.0 by Avinash Kaushik
Step 1: Understand the clickstream,
            or every action relevant to site goals



Behavioral research
         What people did
         when they came to your site,
          h    h

         as captured by

         an action taken on a keyboard or
         mouse




                                                     24
What actions indicate engagement?




       Visit
       Vi it , regularly
                   l l



               Read/view content, a l
               R d/ i               lot


Interact,
Interact often
  -- rate, print, vote, take a poll, click on an ad
  -- share, e-mail, comment, contribute




                                                      25
Basic site metrics


                     Unique visitors
                     U i     i it




                                   visit sites

                                                 and generate
                                                       page views




                                                               26
Total visits:
 One indicator of overall site performance


        A visit i counted
           i it is o ted

           every time

              someone comes to a site


Visits: the strongest metric available

An increase in visits is always good.
         -- More people are coming to your site.
         -- Returning people are coming more often.

A decrease in visits? Always bad.


                                                      27
Strong vs. weak metrics
                                g


             Strong metrics are useful tools
                    that give clear indications
                              of what’s successful or not



c. Kyle Taylor
                       Weak metrics…
                           -- are conceptually flawed
                              “so what?” counts of things

                             -- are technically flawed
                                 metrics calculated by
                                 web analytics systems                   c. Kyle Taylor

                                 in ways that give unclear indications

                               …could be so misleading
                                they could lead to bad decisions


                                                                                          28
Really weak metric #1: Unique visitors

A unique visitor is really a unique computer.

  Unique visitors are either over-counted…




                                              …or under-counted.




                                              library,
                                              school,
                                              Internet
                                              I t      t
                                              cafe



                                             You’ll never know which or by how much.*


* It doesn’t matter anyway….better to measure outcomes (did people do what you wanted?) than
the number of people who came to your site.
                                                                                               29
Really weak metric #2: Page views



     An increase in page views can be good - or bad *
                                                bad.*



                                    Bad design navigation site architecture?
                                        design, navigation,
                                      Lots of page views, annoyed users

                                    A redesign improved usability?




               ?
                                       Fewer page views happier users
                                                  views,

                                    Content that should be there but isn’t?
                                      Lots of page views, annoyed users

                                    Dynamic content?
                                      Fewer page views, happier users (probably)




   * It doesn’t matter anyway….better to measure outcomes (d d people d what you wanted?) than
        d    ’                 b                             (did  l do h             d ) h
   the number of pages people went to when they came to your site.

                                                                                                 30
Really weak metric #3: Time spent on site




               An increase in average time spent on site can be good –
                                       or bad.*



                                  Bad design, navigation, site architecture?
                                          g ,      g      ,




             ?
                                    Lots of time spent, annoyed users

                                  A redesign improved usability?
                                     Less time spent, happier users
                                                p   ,   pp

                                  Technically flawed: Time spent is either over-
                                  counted or undercounted




   * It doesn’t matter anyway….better to measure outcomes (d d people d what you wanted?) than
        d    ’                 b                          (did     l do h             d ) h
   how much time people spent on your site.

                                                                                                 31
When audiences - new and returning -
    Wh     di               d   t  i
          come, are they staying?
                    Key Performance Indicator
                    Bounce rate percent
                                 of the landing page
                                 where most visits start


                                            “I came. I saw. I puked.”
                                            -- Avinash Kaushik on bounce rate




A bounce: a visit with only one page view                                       32
The bounce rate of a landing page is much more actionable than the
bounce rate of the entire site

     Start by looking at the top landing page, or the page where most visits start



             100%

                              51%
                               8,331
                                            Home page bounce rate: 43%
            16,304            visits
            visits            started
                              on
                              content
                              pages

                                        49%
                                         7,973             57%        43% left the site
                                                           4,547      3,426 without going
                                        visits              went to
                                        started            at least         to another
                                        on the
                                                           one              page
                                                           other
                                        home               page
                                        page
                                                                         Action: Let’s try
     Week of Sept. 11, 2011                                              changing the home
                                                                         page

                                                                                     33
Three types of site metrics that can be used
to segment visitors by behavior


1. Visitor acquisition: How did people get to the site? Is your marketing working?

  Traffic sources: direct, referrals, search engines, campaigns (e.g., e-mail
  newsletters, ads)




2. Site behavior: What did they do once they got to the site?

  Bounce rate of a landing page – did people leave after seeing only one page?
  Visits that included internal search
  Visits that went to a particular type of content


3. Outcomes: Did people take the actions essential to the organization’s success?

  Visit frequency and recency
  Sign-up for an e-mail newsletter
  Buy a benefit dinner ticket
  Donate; sign up for membership
Is Liberty Hill’s site successful?

                                     “No more newsletters
                                     mailed to you at
                                     home….please register on
                                     h        l        i t
                                     the website, even if
                                     you’ve been a supporter
                                     for years ”
                                         years.

                                        KPI: Percent of print
                                        newsletter subscribers who
                                        register

                                             Target: 100%

                                             Action needed based on
                                             analysis of data:

                                             We need more
                                             [Eastside/media/women] to
                                             register.

                                             Let’s try a [follow-up
                                             postcard/raffle/event].
Is Liberty Hill’s site successful?


                                     Look at the site traffic
                                     trends after the flyer is
                                     mailed to each
                                     audience type.

                                     -- home page bounce rate

                                     -- pop-up bounce rate

                                     -- sign-up p
                                          g   p process



                                     Maybe you’re getting
                                     people to come to
                                     the site, but the site
                                     is losing them.
Is Liberty Hill’s site successful?


                                     Is our site selling the
                                     number of tickets
                                                 tickets,
                                     sponsorships, ads,
                                     etc. that we want?

                                     Do other channels
                                     work better for some
                                     items?


                                      Analysis needed (multiple data
                                      sources needed):

                                      -- Total sold last year from all
                                      sources, by time period
                                              , y        p

                                      -- Tickets (premier, standard);
                                      sponsorships (by type); ads (by
                                      type)

                                      -- P
                                         Percent of registered people
                                                t f    i t   d     l
                                      (by type) who buy tickets,
                                      sponsorships, ads
Is Liberty Hill’s site successful?


                                                              “Purchase your sponsorship,
                                                              ticket and ads…online. Go to
                                                              www.LibertyHill.org/dinner.”

                                                                   Have different direct mail and e-mail
                                                                   campaigns for each audience segment;
                                                                   have a different landing page with a
                                                                   unique URL (e.g., /campaign1;
                                                                   /campaign2) for each.

                                                                   Sending people just to www.libertyhill.org
                                                                   is a wasted tracking opportunity!



        Sample e-mail newsletter metrics
                                                             KPI: No. of tickets sold by campaign
         Week of Jan 26, 2012
                 Jan. 26

         Delivered/sent: 970/1,269 (76%                             Actions needed based on e-
         delivery rate)                                             mail KPIs and ticket sales:
         Target: 100% (indicates list quality)

         Clicks/delivered: 36/970 (3.7% click-                      We need to clean up our list.
         to-delivery rate)
         Indicates the relevancy of the e-mail content)
                                                                    Let’s try a different message
         E-mail newsletter bounce rate: 78%*                        for [environmentalists/past
         *Estimated - links need to be tagged to track all
         traffic from a newsletter to the site                      program advertisers/individual
                                                                    seats].
Is Liberty Hill’s site successful?




                                     Where are we losing
                                     people in the
                                     purchase process?



                                        KPI: Percent and no. of
                                        visits that started with the
                                        dinner overview page and
                                        completed the four-step
                                        p y
                                        payment process
                                                   p
Social
media
Not only are the technologies new,
but the metrics are as well.
    --Online Media and Marketing Association Metrics and Measurement program, June 2009




                                                                                          40
We know about “spray and pray” business models…


                The social media ‘provide and pray’ model

    Not having a purpose for social media efforts “….often leads to a worst
    practice we call ‘provide and pray.’

    Leaders and managers provide access to a social technology, and


                                        then pray that a community forms
                                        and that community interactions
                                        somehow lead to business value.

                                        In most cases, adoption never really
                                        materializes; communities may
                                        form, but their activity is not
                                        considered valuable to the
                                        organization.”



“Social Media Success Is About Purpose (Not Technology),” by Anthony J. Bradley and Mark P. McDonald, Harvard Business Review,
Nov. 1, 2011
Why should news
                                                                                            and nonprofit
                                                                                            organizations…


                                                                                                …have a Facebook page?


                                                                                                …tweet?
“Effectively measuring social media,” Susan Etlinger, Altimeter Group webinar, April 2011



 How important are either in achieving their goals?
 Are either of them essential, given
              --a large part of the target audience may not be
              on Facebook and/or Twitter?

              --extremely limited resources?


                      Social media metrics are just as important as site metrics.
“What matters is everything that happens after you post / tweet /
participate….The ‘so what’ matters!”



 1.     Conversation: “Social means
      talk and listen and discuss. So
      why not measure that?”




 2.     Amplification: “The rate at
      which your followers take your
      co te t a d s a e t t oug t e
      content and share it through their
      network.”


 3.
 3      Applause: “What does your audience like?
                   What                    like?”




“Best Social Media Metrics,” by Avinash Kaushik, Oct. 10, 2011. Chart designed by Erik Ohlen
Understand how to measure Twitter,
and you’ll understand how to measure social media




                   Content



                    Followers

                    not demographics or other typical mass
                    media audience metrics                   44
User-                                                                                   Tweet-
   centric                                                                                 centric
   metrics                                                                                 metrics




“Twitalyzer and TweetReach – A Symbiotic Pairing for Twitter Analysis,” by Tim Wilson, March 8, 2011
Measurable tweets have
                            have…


1.   A call to action
        Go here…look…tell me


2.
2    A link that you track with link (e g bit y)
                                     (e.g., bit.y)
     and web analytics tools

                                                     RT - retweet
                                                     MT – modified tweet
3. #Hashtags and/or keywords                         Via or HT – heard through
                                                     Favorite
                                                     Lists

4. Topic or person-specific handles


                         …120 or fewer characters, not 140!
                          120          characters

                                                                           46
Facebook Insights




                    Analyze trends in

                    • Posts

                    • People are Talking
                    About This

                    • Weekly Total
                    Reach
“…it is worse to post something that people do not react to,
than to post nothing at all.”




           “…[this graph shows a] completely flat level of weekly reach.

           “Each post is not really making any difference one way or another.
           The number of people who are talking about this brand is dropping.
                                                                    dropping

           “This is an indication that you are boring. This brand is likely doing
           the same few things over and over again, and people are getting bored
           with it….

           You are slowly turning yourself into a commodity. It is just something
           people can follow every day, but you are not motivating your audience
                                    day
           to act. You are not changing anything.”
                            “Beyond Facebook Analytics,” by Thomas Baekdal, Nov. 8, 2011
Be honest with metrics




Do 538 people
REALLY “Like”
this?



                                         Or do h
                                         O d they jjust
                                         want another
                                         sweepstakes
                                         entry?




                                                    49
Audiences and actions differ by channel…
        …so there are completely different metrics for each!
                         And you need to report them all separately – you can’t add
                         them up to get a total audience number


                                       SOCIAL
                          SITES        MEDIA                  MOBILE

                                                                                Totals

1. Who? How many?
   In target audience?        ?       ?        ?          ?      ?         ?

2. No. of visits?
2       f i i ?
   How often?                 ?       ?        ?          ?      ?         ?

3. What did they see?         ?       ?        ?          ?      ?         ?
   Did they get want
   they wanted?

4. Did they interact?
          y                   ?       ?        ?          ?      ?         ?
   What did they do?
   How much?
                                                                                 50
Using data for decision-making

                           1. Define a measurable audience.

                                2. Set specific goals across all channels;
           Measure
                                   map metrics to goals. Segment.



Optimize
  Act      Analytics   Report
                                           3. Set up each channel to
                                              measure specific actions
                                              that indicate engagement
                                              and lead to outcomes
           Analyze


                                                    Don’t forget about Voice of
                                                    Customer




                                                                             51
Appendix

   1. Internal vs. external metrics

   2. How external ratings can influence decisions
Internal metrics                               External metrics
               for                                             for
    Strategic Planning                         Marketing, Advertising

•    Census data                          •   Panel, toolbar data
     100% of all visitors, visits, page       Activity from a sample of self-
     views, etc. in a site                    selected people. Usually not
                                              relevant for small sites.

•    Analysis, decisions,                 •   Marketing, trending,
     actions, evaluation                      competitive analysis


•    Omniture                             •   comScore
     Google Analytics                         Nielsen
     WebTrends                                Compete
     etc.
     etc                                      etc.


•    Digital Analytics                    •   Interactive Advertising
     Association                              Bureau

                                                                                53
Understand all of the implications
                                     Increasing the number and
of mapping metrics to goals          percent of students with high
                                     SAT scores…

                                     …leads to a higher ranking by
                                     US News & World Report…

                                     …which helps with donations,
                                     partnerships, faculty
                                     recruitment, etc.

                                     Action: Centralize UG admissions
                                     decisions.

                                     One result: Fewer minority
                                     journalism majors coming from high
                                     school
Measurement models need to be reviewed regularly
    Charities now need to optimize both “Financial Health” and
    “Accountability and Transparency”
                  y          p      y
Why does
Charity
Navigator have
ratings like
this?

They’re not
helpful to
donors.
donors

More
importantly,
they give no
guidance to
charities on
what they
should
manage.
?
?



?

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Using analytics to manage nonprofit digital communication strategies

  • 1. Using analytics to manage nonprofit digital communication strategies Dana Chinn 1. What is digital analytics? 2. 2 Defining digital audiences channels and goals audiences, 3. Developing measurement models 4. Basic site metrics 5. Social media metrics BUCO 485 – Business Communication Management for Nonprofits April 2012
  • 2. Improving digital communication channels start with identifying what needs to change Start here not here 2
  • 3. Is this site successful? Our site has 5,000 monthly unique visitors. Last Tuesday that story got 20,000 page views. Our iPhone app was downloaded 10 000 times. 10,000 times We have 2,000 Likes on Facebook. We have 5,000 Twitter followers 5 000 followers. It depends. Not all traffic is equal q 3
  • 4. Questions for a e-commerce company Who came to our site? e.g., previous vs. new; high vs. low potential How did they get here? What did they look at? Were they successful in getting what they wanted? A simple e-commerce data story “Current and potential customers who typed in “t-shirts” in Google arrived on our t-shirts landing page. 1.5% of them made a purchase.” 4 -- Corey Koberg, Cardinal Path
  • 5. The questions for a news or nonprofit organization are the same… Who came to our site? e.g., previous vs. new; high vs. low potential How did they get here? What did they look at? Were they successful in getting what they wanted? …so why i the typical story usually something lik this? h is h i l ll hi like hi Our site has 5,000 monthly unique visitors. Last Tuesday that story got 20,000 page views. y yg , p g The average time spent on our site last week was 24 minutes. Our iPhone app was downloaded 10,000 times. We have 2,000 fans on our Facebook page. We have 5,000 Twitter followers 5 000 followers. 5
  • 6. Traditional mass media business model: Eyeballs to advertisers Advertisers pay to spray their messages to everyone… p y p y g y ….and pray it reaches the right people The metrics used to define success are based on The total number of people reached The percent of people reached in a specific geographic area Market share vs other competitors vs. Everyone in the audience is equally important.
  • 7. Internet business model: People can get news and info whenever they want, wherever th h they want, and on multiple devices t d lti l d i Advertisers pay to reach only the people they want want… …and only the people they can’t reach directly themselves d l h l h ’ h di l h l or through other targeted ways The metrics used to define success are based on the percent of people reached in a specific interest group and whether those people were engaged enough to deliver the results the advertiser wants - sales, sales leads, sign-ups, etc. “The more insight a publisher has into its audience, the more it can charge advertisers.” Alan Pearlstein, Cross-Pixel Media, Ad Age, 8/8/11
  • 8. Metrics are for decision-making, not marketing g g You had to cut one reporter. How reporter should the others re-arrange their time? You got new funding! What should be covered – something new or something more? Should you partner with another organization? Nonprofit news orgs with clearly defined, targeted local audience goals probably will not find much worth in partnering with a traditional mainstream news org. g 8
  • 9. Three types of decision-making HIghest Paid Person’s Opinion -- Avinash Kaushik Google Kaushik, Decision-making with bad data, too much data data and/or no goals Decision-making Decision making with data in a continuous improvement process 9
  • 10. Example Purpose of a community news program Increase civic engagement in a community by bringing stakeholders together through their shared need for community news and information 10
  • 11. Using data for decision-making is dependent first on a clearly defined target audience… Alhambra Boyle Heights “South LA” City of Alhambra City of Los Angeles LA Times …and then on an equally well-defined multichannel strategy 11
  • 12. Each channel reaches different audiences and has unique functionality, so each needs its own measurement model. A channel’s model – and metrics – should be developed based on its role vs. other channels. Goal: What the org wants the channel to do Key Performance Indicator: A metric crucial to the org’s survival Target: The value of the KPI that will indicate success or failure Segment: A group of visits or visitors, categorized by type and/or behavior, that is essential to reach the target 12
  • 13. Sample measurement model for a website (eek!) 13
  • 14. 1. Establish program objectives. What does your org want to do through all of its channels? 14
  • 15. 2. Establish – exactly – how each channel will contribute to each program objective. What are the goals of your site? Why does it exist? 15
  • 16. 2. Establish – exactly – how each channel will contribute to each program objective. What are the goals of your site? Why does it exist? Getting a name and e- mail address is the first indicator someone is engaging with you. Audience info, obtained with permission, is perhaps the most important function of a site. 16
  • 17. 2. Establish – exactly – how each channel will contribute to each program objective. What are the goals of your site? Why does it exist? 17
  • 18. 3. Decide which metrics will be the Key Performance Indicators for each channel goal. Establish the targets that will indicate success – or f il failure. Analyze audience segments: What type of audience behavior is yp affecting the KPI? Example: Site visitors who entered through search engines visited an average of once a week. Is this good? Yes – Our target was two times a month No – Our target was twice a week! We just added additional resources to put new content up daily! 18
  • 19. Maybe th M b the content you’re putting up on the site t t ’ tti th it isn’t the content that people want! Type of analysis used by J. Paul Getty Trust from “Web analytics success for government websites,” by Avinash Kaushik, Oct. 12, 2009
  • 20. 3. Decide which metrics will be the Key Performance Indicators for each channel goal. Establish the targets that will indicate success – or f il failure. 20
  • 21. 3. Decide which metrics will be the Key Performance Indicators for each channel goal. Establish the targets that will indicate success – or f il failure. Nonprofits need KPIs need to be to decide specific to what whether the the channel can number of actually do. individuals is more of a Example: A priority than the $20,000 total amount of sponsorship money package will be sold through nondigital fundraising methods. 21
  • 22. Sample measurement model for a website… …repeat for e-mail, Facebook, Twitter...eek! 22
  • 23. Web analytics is the analysis of data “to drive a continual improvement of the online experience… which translates into your desired outcomes.” y Just one part of web analytics 23 from Web Analytics 2.0 by Avinash Kaushik
  • 24. Step 1: Understand the clickstream, or every action relevant to site goals Behavioral research What people did when they came to your site, h h as captured by an action taken on a keyboard or mouse 24
  • 25. What actions indicate engagement? Visit Vi it , regularly l l Read/view content, a l R d/ i lot Interact, Interact often -- rate, print, vote, take a poll, click on an ad -- share, e-mail, comment, contribute 25
  • 26. Basic site metrics Unique visitors U i i it visit sites and generate page views 26
  • 27. Total visits: One indicator of overall site performance A visit i counted i it is o ted every time someone comes to a site Visits: the strongest metric available An increase in visits is always good. -- More people are coming to your site. -- Returning people are coming more often. A decrease in visits? Always bad. 27
  • 28. Strong vs. weak metrics g Strong metrics are useful tools that give clear indications of what’s successful or not c. Kyle Taylor Weak metrics… -- are conceptually flawed “so what?” counts of things -- are technically flawed metrics calculated by web analytics systems c. Kyle Taylor in ways that give unclear indications …could be so misleading they could lead to bad decisions 28
  • 29. Really weak metric #1: Unique visitors A unique visitor is really a unique computer. Unique visitors are either over-counted… …or under-counted. library, school, Internet I t t cafe You’ll never know which or by how much.* * It doesn’t matter anyway….better to measure outcomes (did people do what you wanted?) than the number of people who came to your site. 29
  • 30. Really weak metric #2: Page views An increase in page views can be good - or bad * bad.* Bad design navigation site architecture? design, navigation, Lots of page views, annoyed users A redesign improved usability? ? Fewer page views happier users views, Content that should be there but isn’t? Lots of page views, annoyed users Dynamic content? Fewer page views, happier users (probably) * It doesn’t matter anyway….better to measure outcomes (d d people d what you wanted?) than d ’ b (did l do h d ) h the number of pages people went to when they came to your site. 30
  • 31. Really weak metric #3: Time spent on site An increase in average time spent on site can be good – or bad.* Bad design, navigation, site architecture? g , g , ? Lots of time spent, annoyed users A redesign improved usability? Less time spent, happier users p , pp Technically flawed: Time spent is either over- counted or undercounted * It doesn’t matter anyway….better to measure outcomes (d d people d what you wanted?) than d ’ b (did l do h d ) h how much time people spent on your site. 31
  • 32. When audiences - new and returning - Wh di d t i come, are they staying? Key Performance Indicator Bounce rate percent of the landing page where most visits start “I came. I saw. I puked.” -- Avinash Kaushik on bounce rate A bounce: a visit with only one page view 32
  • 33. The bounce rate of a landing page is much more actionable than the bounce rate of the entire site Start by looking at the top landing page, or the page where most visits start 100% 51% 8,331 Home page bounce rate: 43% 16,304 visits visits started on content pages 49% 7,973 57% 43% left the site 4,547 3,426 without going visits went to started at least to another on the one page other home page page Action: Let’s try Week of Sept. 11, 2011 changing the home page 33
  • 34. Three types of site metrics that can be used to segment visitors by behavior 1. Visitor acquisition: How did people get to the site? Is your marketing working? Traffic sources: direct, referrals, search engines, campaigns (e.g., e-mail newsletters, ads) 2. Site behavior: What did they do once they got to the site? Bounce rate of a landing page – did people leave after seeing only one page? Visits that included internal search Visits that went to a particular type of content 3. Outcomes: Did people take the actions essential to the organization’s success? Visit frequency and recency Sign-up for an e-mail newsletter Buy a benefit dinner ticket Donate; sign up for membership
  • 35. Is Liberty Hill’s site successful? “No more newsletters mailed to you at home….please register on h l i t the website, even if you’ve been a supporter for years ” years. KPI: Percent of print newsletter subscribers who register Target: 100% Action needed based on analysis of data: We need more [Eastside/media/women] to register. Let’s try a [follow-up postcard/raffle/event].
  • 36. Is Liberty Hill’s site successful? Look at the site traffic trends after the flyer is mailed to each audience type. -- home page bounce rate -- pop-up bounce rate -- sign-up p g p process Maybe you’re getting people to come to the site, but the site is losing them.
  • 37. Is Liberty Hill’s site successful? Is our site selling the number of tickets tickets, sponsorships, ads, etc. that we want? Do other channels work better for some items? Analysis needed (multiple data sources needed): -- Total sold last year from all sources, by time period , y p -- Tickets (premier, standard); sponsorships (by type); ads (by type) -- P Percent of registered people t f i t d l (by type) who buy tickets, sponsorships, ads
  • 38. Is Liberty Hill’s site successful? “Purchase your sponsorship, ticket and ads…online. Go to www.LibertyHill.org/dinner.” Have different direct mail and e-mail campaigns for each audience segment; have a different landing page with a unique URL (e.g., /campaign1; /campaign2) for each. Sending people just to www.libertyhill.org is a wasted tracking opportunity! Sample e-mail newsletter metrics KPI: No. of tickets sold by campaign Week of Jan 26, 2012 Jan. 26 Delivered/sent: 970/1,269 (76% Actions needed based on e- delivery rate) mail KPIs and ticket sales: Target: 100% (indicates list quality) Clicks/delivered: 36/970 (3.7% click- We need to clean up our list. to-delivery rate) Indicates the relevancy of the e-mail content) Let’s try a different message E-mail newsletter bounce rate: 78%* for [environmentalists/past *Estimated - links need to be tagged to track all traffic from a newsletter to the site program advertisers/individual seats].
  • 39. Is Liberty Hill’s site successful? Where are we losing people in the purchase process? KPI: Percent and no. of visits that started with the dinner overview page and completed the four-step p y payment process p
  • 40. Social media Not only are the technologies new, but the metrics are as well. --Online Media and Marketing Association Metrics and Measurement program, June 2009 40
  • 41. We know about “spray and pray” business models… The social media ‘provide and pray’ model Not having a purpose for social media efforts “….often leads to a worst practice we call ‘provide and pray.’ Leaders and managers provide access to a social technology, and then pray that a community forms and that community interactions somehow lead to business value. In most cases, adoption never really materializes; communities may form, but their activity is not considered valuable to the organization.” “Social Media Success Is About Purpose (Not Technology),” by Anthony J. Bradley and Mark P. McDonald, Harvard Business Review, Nov. 1, 2011
  • 42. Why should news and nonprofit organizations… …have a Facebook page? …tweet? “Effectively measuring social media,” Susan Etlinger, Altimeter Group webinar, April 2011 How important are either in achieving their goals? Are either of them essential, given --a large part of the target audience may not be on Facebook and/or Twitter? --extremely limited resources? Social media metrics are just as important as site metrics.
  • 43. “What matters is everything that happens after you post / tweet / participate….The ‘so what’ matters!” 1. Conversation: “Social means talk and listen and discuss. So why not measure that?” 2. Amplification: “The rate at which your followers take your co te t a d s a e t t oug t e content and share it through their network.” 3. 3 Applause: “What does your audience like? What like?” “Best Social Media Metrics,” by Avinash Kaushik, Oct. 10, 2011. Chart designed by Erik Ohlen
  • 44. Understand how to measure Twitter, and you’ll understand how to measure social media Content Followers not demographics or other typical mass media audience metrics 44
  • 45. User- Tweet- centric centric metrics metrics “Twitalyzer and TweetReach – A Symbiotic Pairing for Twitter Analysis,” by Tim Wilson, March 8, 2011
  • 46. Measurable tweets have have… 1. A call to action Go here…look…tell me 2. 2 A link that you track with link (e g bit y) (e.g., bit.y) and web analytics tools RT - retweet MT – modified tweet 3. #Hashtags and/or keywords Via or HT – heard through Favorite Lists 4. Topic or person-specific handles …120 or fewer characters, not 140! 120 characters 46
  • 47. Facebook Insights Analyze trends in • Posts • People are Talking About This • Weekly Total Reach
  • 48. “…it is worse to post something that people do not react to, than to post nothing at all.” “…[this graph shows a] completely flat level of weekly reach. “Each post is not really making any difference one way or another. The number of people who are talking about this brand is dropping. dropping “This is an indication that you are boring. This brand is likely doing the same few things over and over again, and people are getting bored with it…. You are slowly turning yourself into a commodity. It is just something people can follow every day, but you are not motivating your audience day to act. You are not changing anything.” “Beyond Facebook Analytics,” by Thomas Baekdal, Nov. 8, 2011
  • 49. Be honest with metrics Do 538 people REALLY “Like” this? Or do h O d they jjust want another sweepstakes entry? 49
  • 50. Audiences and actions differ by channel… …so there are completely different metrics for each! And you need to report them all separately – you can’t add them up to get a total audience number SOCIAL SITES MEDIA MOBILE Totals 1. Who? How many? In target audience? ? ? ? ? ? ? 2. No. of visits? 2 f i i ? How often? ? ? ? ? ? ? 3. What did they see? ? ? ? ? ? ? Did they get want they wanted? 4. Did they interact? y ? ? ? ? ? ? What did they do? How much? 50
  • 51. Using data for decision-making 1. Define a measurable audience. 2. Set specific goals across all channels; Measure map metrics to goals. Segment. Optimize Act Analytics Report 3. Set up each channel to measure specific actions that indicate engagement and lead to outcomes Analyze Don’t forget about Voice of Customer 51
  • 52. Appendix 1. Internal vs. external metrics 2. How external ratings can influence decisions
  • 53. Internal metrics External metrics for for Strategic Planning Marketing, Advertising • Census data • Panel, toolbar data 100% of all visitors, visits, page Activity from a sample of self- views, etc. in a site selected people. Usually not relevant for small sites. • Analysis, decisions, • Marketing, trending, actions, evaluation competitive analysis • Omniture • comScore Google Analytics Nielsen WebTrends Compete etc. etc etc. • Digital Analytics • Interactive Advertising Association Bureau 53
  • 54. Understand all of the implications Increasing the number and of mapping metrics to goals percent of students with high SAT scores… …leads to a higher ranking by US News & World Report… …which helps with donations, partnerships, faculty recruitment, etc. Action: Centralize UG admissions decisions. One result: Fewer minority journalism majors coming from high school
  • 55. Measurement models need to be reviewed regularly Charities now need to optimize both “Financial Health” and “Accountability and Transparency” y p y
  • 56. Why does Charity Navigator have ratings like this? They’re not helpful to donors. donors More importantly, they give no guidance to charities on what they should manage.
  • 57. ? ? ?