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Investigative Analytics :
                          Deciphering the Mystery
                          of Data-Driven
                          Decision Making




Ann Oleson, Converge Consulting
 Jay Kelly, Converge Consulting
Someone sleeping in class
Who’s on First?

http://www.youtube.com/watch?v=BopgWulwfGo
What is Web Analytics ?
“
•   Web analytics is the study of online behavior in
    order to improve it.           Wikipedia
“
•




•
    The analysis of qualitative and quantitative data from your
    website and the competition, to drive a continual
    improvement of the online experience that your [audiences,
    and potential audiences] have, which translates into your
    desired outcomes (online and offline).


    Avinash Kaushik
•   Author, Web Analytics: An Hour A Day
•




•
    “
    Google analytics is the enterprise class web
    analytics solution that gives you insights into your
    website traffic and marketing effectiveness. In a
    word it is your new BFF!

    Elizabeth Scarborough
•   CEO and Partner, Simpson Scarborough
What are your biggest analytics challenges?
Measurement
roadblocks

 •   Not knowing what
     numbers matter

 •   Looking for answers
     in the wrong places
Web analytics
is a process,
  not a tool.
Web Analytics:
A Continuous Process
                          •
                       is a process,

                   •    not a tool.
Primary web analytics tasks
 •   Measure quantitative and
     qualitative data

 •   Continuously improve your
     website

 •   Align your measurement strategy
     with your organizational strategy

 •   What other things are you using
     web analytics for?
Who has a dashboard?
Web analytics doesn't start here
Create a plan




                                                    http://www.dilbert.com/strips/comic/2011-10-30/




http://www.flickr.com/photos/foxypar4/2168375264/
Who has a web
analytics plan?
Web analytics process

                           Original Source:
http://www.slideshare.net/epublishmedia/make-quality-content-count-with-we
Web Analytics Framework

1   Business Objectives



2   Website Goals



    Key Performance
3
    Indicators (KPIs)



4   Targets



5   Segments
Web Analytics Framework

1   Business Objectives



2   Website Goals



3
    Key Performance       What is the purpose of
    Indicators (KPIs)
                          your website?
4   Targets



5   Segments
Web Analytics Framework

1   Business Objectives



2   Website Goals


                          What actions do you
    Key Performance
3
    Indicators (KPIs)     want people to take
                          on your website?
4   Targets



5   Segments
Web Analytics Framework

1   Business Objectives



2   Website Goals
                          What relevant web
                          metrics can be used
    Key Performance
3
    Indicators (KPIs)     to measure your
                          website goals over
4   Targets               time?

5   Segments
Web Analytics Framework

1   Business Objectives



2   Website Goals



3
    Key Performance       How do you rate
    Indicators (KPIs)
                          success?
4   Targets



5   Segments
Web Analytics Framework

1   Business Objectives



2   Website Goals


                          What visitor attributes
    Key Performance
3
    Indicators (KPIs)     will provide
                          meaningful insights?
4   Targets



5   Segments
Group Exercise
29
CASE STUDY visitor
dimensions & website
     behaviors
Understanding visitor
 dimensions & website
      behaviors
Buckets of traffic
                 Visitors who come directly to the
    Direct
                  website using the domain name.

                 By default, GA tracks 20+ different
Search engines
                          search engines.

                       Links that appear on
  Referrals
                          other websites.

 Campaigns              Custom! You decide.
Is your Internal Traffic segmented
from your External Traffic?
Do you have a customized dashboard that is shared
monthly with specific individuals on campus?
Custom Reports
•   Content Efficiency Analysis

          •   Content analysis jump-start
•   Visitor Acquisition Efficiency Analysis

          •   Assess leads across all streams of traffic
•   Keyword Analysis

          •   Assess search terms that drive relevant traffic
Custom Reports




36
Content Efficiency: Actions
•   Define KPI targets, evaluate trends

         •   Pageviews, unique visits, time on page, goal completion
•   Explore navigation summary

         •   Define target pageviews for previous pages
         •   Optimize destination pages for desired content
•   Conduct user research to understand motivating factors for
    completing inquiry form (e.g., course information)

•   Assess Top Conversion Paths to optimize content and
    communications
    for performing mediums
38
39
Custom Reports




40
Visitor Acquisition: Actions
     •   Optimize for top sources and mediums
         driving inquiries

             •   Example: colleges.collegetoolkit.com (27% conversion rate)

     •   Evaluate key sources and mediums with
         low inquiry form conversions

             •   Example: google.com / cpc (0.19% conversion rate)

     •   Use social media to drive traffic

             •   Publish valuable and relevant content for lead generation



41
Custom Reports




42
Keywords: Actions
     •   Identify high-performance keywords

             •   Focus on long-tail, non-brand keywords

     •   Evaluate bounce rate, time on site, and
         goal completion based on targets to
         assess visitor and content relevance

     •   Drill-down to assess keywords by source and
         medium


43
SEO Report
Advanced Segmentation
     (Custom)
        •   Visits without conversions
        •   Unengaged users
        •   Social media visits
        •   Non social media visits
        •   Leads
        •   Highly engaged users



45
Advanced Segmentation
     (Goals)
        •   Visit duration
        •   Pages / Visit
        •   YouTube Page
        •   Twitter Page
        •   LinkedIn Page
        •   Facebook Page
        •   Email admissions@.edu
        •   Complete inquiry form



46
Advanced Segments




47
Segment: Inquiry Form
     Completion              •   What is the
                                 top content
                                 for
                                 converting
                                 visitors?




48
Segment: Inquiry Form
     Completion              •   What
                                 content
                                 engages and
                                 converts?




49
Segment: Social Media Visits
                             •   What
                                 content
                                 drives social
                                 traffic?




50
Social Report
Recommendations
      •   Define targets for all success metrics (KPIs)
          and assess trends
      •   Define goal values for all analytics goals to
          assess goal values
      •   Focus analytics analysis on external traffic only
      •   Conduct a user survey to assess content
          needs for converting traffic—answer “Why?”




52
Recommendations (cont.)
      •   Optimize marketing and communication for
          top conversion paths
      •   Optimize content for top sources and mediums
      •   Assess long-tail, non-brand keywords for
          SEO content opportunities
      •   Use advanced segments with standard
          reports to provide context




53
Questions?
Content reports
All Pages
Navigation
Landing Pages
Exit Pages
Site Search
Site Search
Introduction to goals,
funnels, and conversions.
Types of goals
                       Goal completed when visitor
URL destination
                            views defined URL

                    Goal completed when visitor spends
 Time on site
                          X amount of time on site

                    Goal completed when visitor views
 Pages / visit
                         X number of pages on site

                     Goal completed when visitor takes
    Event
                            a predefined action
Sample website goals
 Download a PDF        Brochure, student handbook, PPT


  View specific       Application confirmation, login page,
    webpage                     event registration

                     Feedback form, inquiry form, newsletter
 Complete a form
                                  sign-up form

                       Add a blog comment, completing a
Visitor engagement
                             survey, rating an article
Goal Reports
Goals Report
Reverse Goal Path
Bounce Rate for Landing Pages
Site Metric                         Definition                        Type

      Visit                    Also known as session                Acquisition


                    Number of people that visited the site in the
Unique visitors                                                     Acquisition
                                   reporting period


Pages per visit           Total # of pageviews / total visit        Engagement


Avg. time on site       Total time spent on site / total #visits    Engagement


                    % of visits generated by people who have not
 % New Visits                                                       Acquisition
                                  visited site before


  Bounce rate                  % of single page visits              Engagement
Conversion metrics

 Conversion rate   # outcomes / total # visits


  Per visit goal   Revenue from outcomes #
      value              / total # visits


Abandonment rate   % of Abandoned Funnels
Investigative Analytics: Deciphering the Mystery of Data-Driven Decision Making

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Investigative Analytics: Deciphering the Mystery of Data-Driven Decision Making

  • 1. Investigative Analytics : Deciphering the Mystery of Data-Driven Decision Making Ann Oleson, Converge Consulting Jay Kelly, Converge Consulting
  • 3.
  • 4.
  • 6.
  • 7. What is Web Analytics ?
  • 8. “ • Web analytics is the study of online behavior in order to improve it. Wikipedia
  • 9. “ • • The analysis of qualitative and quantitative data from your website and the competition, to drive a continual improvement of the online experience that your [audiences, and potential audiences] have, which translates into your desired outcomes (online and offline). Avinash Kaushik • Author, Web Analytics: An Hour A Day
  • 10. • • “ Google analytics is the enterprise class web analytics solution that gives you insights into your website traffic and marketing effectiveness. In a word it is your new BFF! Elizabeth Scarborough • CEO and Partner, Simpson Scarborough
  • 11. What are your biggest analytics challenges?
  • 12. Measurement roadblocks • Not knowing what numbers matter • Looking for answers in the wrong places
  • 13. Web analytics is a process, not a tool.
  • 14. Web Analytics: A Continuous Process • is a process, • not a tool.
  • 15. Primary web analytics tasks • Measure quantitative and qualitative data • Continuously improve your website • Align your measurement strategy with your organizational strategy • What other things are you using web analytics for?
  • 16. Who has a dashboard?
  • 17. Web analytics doesn't start here
  • 18. Create a plan http://www.dilbert.com/strips/comic/2011-10-30/ http://www.flickr.com/photos/foxypar4/2168375264/
  • 19. Who has a web analytics plan?
  • 20.
  • 21. Web analytics process Original Source: http://www.slideshare.net/epublishmedia/make-quality-content-count-with-we
  • 22. Web Analytics Framework 1 Business Objectives 2 Website Goals Key Performance 3 Indicators (KPIs) 4 Targets 5 Segments
  • 23. Web Analytics Framework 1 Business Objectives 2 Website Goals 3 Key Performance What is the purpose of Indicators (KPIs) your website? 4 Targets 5 Segments
  • 24. Web Analytics Framework 1 Business Objectives 2 Website Goals What actions do you Key Performance 3 Indicators (KPIs) want people to take on your website? 4 Targets 5 Segments
  • 25. Web Analytics Framework 1 Business Objectives 2 Website Goals What relevant web metrics can be used Key Performance 3 Indicators (KPIs) to measure your website goals over 4 Targets time? 5 Segments
  • 26. Web Analytics Framework 1 Business Objectives 2 Website Goals 3 Key Performance How do you rate Indicators (KPIs) success? 4 Targets 5 Segments
  • 27. Web Analytics Framework 1 Business Objectives 2 Website Goals What visitor attributes Key Performance 3 Indicators (KPIs) will provide meaningful insights? 4 Targets 5 Segments
  • 29. 29
  • 30. CASE STUDY visitor dimensions & website behaviors
  • 31. Understanding visitor dimensions & website behaviors
  • 32. Buckets of traffic Visitors who come directly to the Direct website using the domain name. By default, GA tracks 20+ different Search engines search engines. Links that appear on Referrals other websites. Campaigns Custom! You decide.
  • 33. Is your Internal Traffic segmented from your External Traffic?
  • 34. Do you have a customized dashboard that is shared monthly with specific individuals on campus?
  • 35. Custom Reports • Content Efficiency Analysis • Content analysis jump-start • Visitor Acquisition Efficiency Analysis • Assess leads across all streams of traffic • Keyword Analysis • Assess search terms that drive relevant traffic
  • 37. Content Efficiency: Actions • Define KPI targets, evaluate trends • Pageviews, unique visits, time on page, goal completion • Explore navigation summary • Define target pageviews for previous pages • Optimize destination pages for desired content • Conduct user research to understand motivating factors for completing inquiry form (e.g., course information) • Assess Top Conversion Paths to optimize content and communications for performing mediums
  • 38. 38
  • 39. 39
  • 41. Visitor Acquisition: Actions • Optimize for top sources and mediums driving inquiries • Example: colleges.collegetoolkit.com (27% conversion rate) • Evaluate key sources and mediums with low inquiry form conversions • Example: google.com / cpc (0.19% conversion rate) • Use social media to drive traffic • Publish valuable and relevant content for lead generation 41
  • 43. Keywords: Actions • Identify high-performance keywords • Focus on long-tail, non-brand keywords • Evaluate bounce rate, time on site, and goal completion based on targets to assess visitor and content relevance • Drill-down to assess keywords by source and medium 43
  • 45. Advanced Segmentation (Custom) • Visits without conversions • Unengaged users • Social media visits • Non social media visits • Leads • Highly engaged users 45
  • 46. Advanced Segmentation (Goals) • Visit duration • Pages / Visit • YouTube Page • Twitter Page • LinkedIn Page • Facebook Page • Email admissions@.edu • Complete inquiry form 46
  • 48. Segment: Inquiry Form Completion • What is the top content for converting visitors? 48
  • 49. Segment: Inquiry Form Completion • What content engages and converts? 49
  • 50. Segment: Social Media Visits • What content drives social traffic? 50
  • 52. Recommendations • Define targets for all success metrics (KPIs) and assess trends • Define goal values for all analytics goals to assess goal values • Focus analytics analysis on external traffic only • Conduct a user survey to assess content needs for converting traffic—answer “Why?” 52
  • 53. Recommendations (cont.) • Optimize marketing and communication for top conversion paths • Optimize content for top sources and mediums • Assess long-tail, non-brand keywords for SEO content opportunities • Use advanced segments with standard reports to provide context 53
  • 54.
  • 64. Types of goals Goal completed when visitor URL destination views defined URL Goal completed when visitor spends Time on site X amount of time on site Goal completed when visitor views Pages / visit X number of pages on site Goal completed when visitor takes Event a predefined action
  • 65. Sample website goals Download a PDF Brochure, student handbook, PPT View specific Application confirmation, login page, webpage event registration Feedback form, inquiry form, newsletter Complete a form sign-up form Add a blog comment, completing a Visitor engagement survey, rating an article
  • 69. Bounce Rate for Landing Pages
  • 70. Site Metric Definition Type Visit Also known as session Acquisition Number of people that visited the site in the Unique visitors Acquisition reporting period Pages per visit Total # of pageviews / total visit Engagement Avg. time on site Total time spent on site / total #visits Engagement % of visits generated by people who have not % New Visits Acquisition visited site before Bounce rate % of single page visits Engagement
  • 71. Conversion metrics Conversion rate # outcomes / total # visits Per visit goal Revenue from outcomes # value / total # visits Abandonment rate % of Abandoned Funnels

Hinweis der Redaktion

  1. http://www.flickr.com/photos/polkadotcreations/4639752002/sizes/l/in/photostream/
  2. Originial Source: http://www.slideshare.net/epublishmedia/make-quality-content-count-with-web-analytics-highedweb-2011