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Digital Analytics: 
Opening the gates to customer engagement 
Thursday June 26, 2014 1:00 EDT, (10:00 PDT) 
Speakers: 
Gord Hotchkiss, CEO and co-founder of Enquiro 
Brian Hess, CrossView 
Jenny Elliott, CrossView
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Viewing Tips
Today’s Presenters 
Gord Hotchkiss, 
CSO, Mediative & Co-founder, Enquiro 
Jenny Elliott, CrossView 
Brian Hess, CrossView
Turning Data into Action 
• Declines in sales after site redesigns 
• Differences in conversion rates 
between products 
• High browsing rates but low 
conversions 
• High abandonment rates in purchase 
path
Continuous Improvement Cycle 
DEFINE MEASURE ANALYZE IMPROVE CONTROL 
• Identify 
issues 
•Create initial 
hypotheses 
•Gather 
further 
information 
•See if data 
supports 
initial 
hypotheses 
•Finalize 
hypothesis 
•Decide on 
variables 
•Create 
testing 
framework 
(A/B or 
Multivariate) 
•Run tests 
and monitor 
results 
•Embed 
improvements 
•Establish new 
performance 
baselines
Creating Testable Hypotheses 
TESTING 
FRAMEWORK 
TESTABLE 
VARIABLES 
Product category 
conversion rates 
significantly 
different between 
two seemingly 
similar product 
categories 
May be usability 
issues in the 
conversion path 
caused by the 
redesign 
OBSERVATION HYPOTHESIS 
Test functionality 
of shopping cart 
Multivariate 
testing of 
identified 
variables of 
shopping cart 
functionality
Prioritizing Hypotheses 
TESTING 
FRAMEWORK 
TESTABLE 
VARIABLES 
OBSERVATION HYPOTHESIS
100 
90 
80 
70 
60 
50 
40 
30 
20 
10 
0 
Segmentation of Customer Experience 
COMMITMENT TO PURCHASE 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
AWARENESS NAVIGATION PERSUASION TRANSACTION
Qualitative Walk Throughs 
Build some personas and use cases 
from your primary customer 
segments and do some walk 
throughs of the conversion path, 
right from awareness through to 
final conversion. Ideally, use testers 
who are not familiar with current 
site, as they’ll find issues that may 
be overly discounted by “insiders” 
AWARENESS NAVIGATION PERSUASION TRANSACTION
Typical Transactional Issues 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
CONVERSION 
• PLACEMENT OF CONVERSION BUTTONS 
• LAYOUT OF TRANSACTION PAGES 
• TESTING OF NON-CONVERTING OFF PAGE LINKS 
• TESTING CONTENT TO SUPPORT CONVERSION 
(IE PRICING, GUARANTEES, SHIPPING INFO, 
AVAILABILITY) 
• TESTING DISCOUNTS AND OFFERS 
• TESTING CROSS SELLING AND UPSELLING 
SHOPPING CART 
• TESTING ADD TO CART FUNCTIONALITY 
• TESTING CART PAGE LAYOUT 
• TESTING ALL FORM COMPLETIONS ON CHECK 
OUT PATH 
• TESTING OPT IN CONTACT REQUESTS 
• TESTING TAX AND SHIPPING INFORMATION 
• TESTING CROSS SELLING AND UPSELLING 
• TESTING DISCOUNTS AND OFFERS
Typical Persuasion Issues 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
FAST AND FUN 
Low Qualification and High Reward High Qualification and High Reward 
Low Qualification and Low Reward High Qualification and Low Reward 
TO DOS AND TASKS 
DESIRED 
ENGAGEMENT 
REQUIRED 
ENGAGEMENT
Risk/Reward Matrix 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
FAST 
AND FUN 
TO DOS AND 
TASKS 
DESIRED 
ENGAGEMENT 
REQUIRED 
ENGAGEMENT 
Low Qualification 
and High Reward 
High Qualification 
and High Reward 
High Qualification 
and Low Reward 
Low Qualification 
and Low Reward 
SMALL LUXURIES 
• CLOTHING 
• FAVORITE FOODS 
• “TOYS” 
• BOOKS 
• MUSIC 
NEEDED SUPPLIES 
• OFFICE SUPPLIES 
• REQUIRED 
HOUSEHOLD ITEMS 
• REPLACEMENT 
PARTS 
BIG LUXURIES 
• TRIPS 
• VEHICLES 
• BIG TICKET “TOYS” 
• COLLECTIBLES 
SOLVING PROBLEMS 
• LEGAL SERVICES 
• MAJOR REPAIRS 
• LARGE B2B 
PURCHASES
Risk/Reward Matrix 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
FAST 
AND FUN 
TO DOS AND 
TASKS 
DESIRED 
ENGAGEMENT 
REQUIRED 
ENGAGEMENT 
Low Qualification 
and High Reward 
High Qualification 
and High Reward 
High Qualification 
and Low Reward 
Low Qualification 
and Low Reward 
SMALL LUXURIES 
• Brand Identification 
• “Hedonistic” Features 
• Fast Delivery 
• Price 
• Social Proof 
NEEDED SUPPLIES 
• “Utility” Features 
• Guarantees 
• Fast Delivery 
• Application Information 
BIG LUXURIES 
• Ways to “Envision” Usage & 
Ownership 
• Bundling of Experience 
• Experiential Information & 
Media 
SOLVING PROBLEMS 
• Tailored Risk Aversion 
Messaging 
• Specific Use Cases 
and Testimonials 
• Extensive Utilization 
Information and Media
Men vs Women and Scanning 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
Women 
Men 
Mediative Heat Maps
Intent and Scanning 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
NO INTENT (BOTTOM UP) FOCUSED INTENT (TOP DOWN) 
Mediative Heat Maps
Entry Pages and Information Scent 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
FIRST SECOND 
Mediative Heat Maps
Entry Pages and Information Scent 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
SECOND SECOND 
Mediative Heat Maps
Entry Pages and Information Scent 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
3 TO 5 SECONDS 
Mediative Heat Maps
Typical Navigation Issues 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
INTERNAL SITE SEARCH NAVIGATION MENUS EMBEDDED LINKS 
• OFTEN USED TO CREATE 
“MENTAL MAP” OF THE SITE 
• USED TO BROWSE 
CATEGORIES AND 
DEPARTMENTS 
• TESTING OF TAXONOMY, 
USABILITY AND HIERARCHY 
USUALLY REQUIRED 
• ENSURE CONSISTENT 
PRESENTATION THROUGHOUT 
THE SITE, INCLUDING MOST 
POPULAR ENTRY POINTS 
• ENSURE COMPATIBILITY 
ACROSS DEVICES AND 
PLATFORMS 
• OFTEN PRODUCT SPECIFIC 
SEARCHES 
• MAY BE USED AS AN “ESCAPE 
HATCH” FROM NON-INTUITIVE 
NAVIGATION STRUCTURES 
• PRODUCT DATABASES MUST 
ACCOMMODATE DIFFERENT 
SEARCHING STRATEGIES 
• TESTING OF RESULTS 
FORMATS AND USABILITY 
REQUIRED 
• USAGE WILL VARY DEPENDING 
ON BOTH INTENT AND TYPE OF 
USER 
• REQUIRES PATH AND INTENT 
ANALYSIS TO MAXIMIZE LINKING 
OPPORTUNITIES 
• CAN BE USED TO CROSS SELL 
AND UPSELL IF SUPPORTED BY 
RESEARCH AND TESTING 
• ENSURE THAT EMBEDDED 
LINKS DON’T LEAD TO DEAD 
ENDS OR DERAIL 
CONVERSIONS 
• TEST DIFFERENT TYPES OF 
LINKS AND INFORMATION 
SCENT – THUMBNAILS VS TEXT 
VS ICONS, ETC
Typical Awareness Issues 
AWARENESS NAVIGATION PERSUASION TRANSACTION 
MESSAGING 
• TEST MESSAGING FOR 
EFFECTIVENESS 
• TEST MESSAGING 
AGAINST ACTUAL 
BEHAVIORS 
• TEST DEVICE SPECIFIC 
MESSAGING 
• TEST DIFFERENT TYPES 
OF TARGETING (GEO, 
DAY PART, BEHAVIOR, 
CONTEXTUAL) 
• TEST FORMATS (TEXT, 
DISPLAY, NATIVE, RICH) 
CONTINUITY 
• IS MESSAGING 
CONSISTENT ALONG 
CONVERSION PATH (IE 
AD TO LANDING PAGE)? 
• IS BRANDING 
CONSISTENT? 
• ARE FEATURED OFFERS 
EASY TO FIND ALONG 
PATH 
• ARE LEAD CONVERSION 
TRIGGERS 
APPROPRIATE TO 
STAGE? 
REFERRAL SOURCES 
• IS MESSAGING 
TAILORED TO 
REFERRAL SOURCE (I.E. 
SEARCH VS NATIVE)? 
• HAVE DIFFERENCES IN 
DEVICES BEEN TAKEN 
INTO ACCOUNT? 
INTENT 
• IS MESSAGING TESTED 
FOR DIFFERENT 
INTENTS (IE RESEARCH 
VS PURCHASE)? 
• ARE INTENTS DEVICE 
SPECIFIC? 
• DO INTENTS VARY BY 
TARGETED MARKETS? 
• DO INTENTS VARY BY 
PRODUCT CATEGORY?
Choosing a Testing Framework 
PROS 
A/B TESTING 
• TYPICALLY START WITH A/B TESTING 
• GOOD FOR TESTING FAIRLY BIG VARIATIONS 
• CAN LEAD TO RAPID INCREASES IN PERFORMANCE 
• EASY AND FASTER WAY TO TEST “HUNCHES” FROM 
QUALITATIVE WALK THROUGHS AND ANALYTICS 
• USEFUL TO NARROW DOWN AND RULE OUT TESTING 
OPTIONS 
CONS 
• MORE TIME CONSUMING THAN MULTIVARIATE 
TESTING 
• LIMITS TO VARIABLES TO BE TESTED 
• DIFFICULT TO DRILL DOWN TO DETAILED INSIGHTS 
ON PERFORMANCE 
PROS 
MULTIVARIATE TESTING 
• GOOD FOR TESTING MULTIPLE VARIABLES QUICKLY 
• GOOD FOR FINE TUNING DESIGNS AND LAYOUTS 
• CAN BE DONE AS PART OF CONTINUOUS 
IMPROVEMENTS 
• BETTER UNDERSTANDING OF INDIVIDUAL ELEMENT 
IMPACTS 
• TYPICALLY FEWER DESIGN CHANGES REQUIRED 
PRIOR TO TESTING 
CONS 
• REQUIRES MORE TRAFFIC FOR STATISTICAL 
SIGNIFICANCE 
• LESS EFFECTIVE FOR TESTING MORE SIGNIFICANT 
CHANGES
Outliers are Opportunities
A Tale of Two Handbags 
How is the product 
found? 
• 10% external 
marketing campaigns 
• 40% Browse 
• 50% Onsite Search 
What is the add to cart 
rate? 
• 6.58%
A Tale of Two Handbags 
How is the product 
found? 
• 13% external 
marketing campaigns 
• 40% Browse 
• 47% Onsite Search 
What is the add to cart 
rate? 
• 3.04%
Identify a Hypothesis
Minimize Variables When Testing
Answer Questions with Content 
Before (Version 1) After (Version 2)
Results
Takeaways 
• Test? Yes! Test to continually improve the 
customer experience 
• Be wary of building a hypothesis solely on your 
own point of view 
• Limit variables to make the findings clear 
• The amount of “persuasion” necessary isn’t the 
same for all use cases 
• Look for opportunities in the outliers
Thank You! Questions? 
www.CrossView.com 
http://digitalmarketingdepot.com 
webcasts@digitalmarketingdepot.com 
#DMD

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Digital Analytics: Opening the gates to customer engagement

  • 1. Digital Analytics: Opening the gates to customer engagement Thursday June 26, 2014 1:00 EDT, (10:00 PDT) Speakers: Gord Hotchkiss, CEO and co-founder of Enquiro Brian Hess, CrossView Jenny Elliott, CrossView
  • 2. Turn Off Pop-Up Blockers Technical difficulties? Click on “Help?” link Use Q+A box Submitting questions to speaker Q+A session at end of webcast Use “Ask a Question” box to submit questions Send questions at any time #DMDwc Viewing Tips
  • 3. Today’s Presenters Gord Hotchkiss, CSO, Mediative & Co-founder, Enquiro Jenny Elliott, CrossView Brian Hess, CrossView
  • 4. Turning Data into Action • Declines in sales after site redesigns • Differences in conversion rates between products • High browsing rates but low conversions • High abandonment rates in purchase path
  • 5. Continuous Improvement Cycle DEFINE MEASURE ANALYZE IMPROVE CONTROL • Identify issues •Create initial hypotheses •Gather further information •See if data supports initial hypotheses •Finalize hypothesis •Decide on variables •Create testing framework (A/B or Multivariate) •Run tests and monitor results •Embed improvements •Establish new performance baselines
  • 6. Creating Testable Hypotheses TESTING FRAMEWORK TESTABLE VARIABLES Product category conversion rates significantly different between two seemingly similar product categories May be usability issues in the conversion path caused by the redesign OBSERVATION HYPOTHESIS Test functionality of shopping cart Multivariate testing of identified variables of shopping cart functionality
  • 7. Prioritizing Hypotheses TESTING FRAMEWORK TESTABLE VARIABLES OBSERVATION HYPOTHESIS
  • 8. 100 90 80 70 60 50 40 30 20 10 0 Segmentation of Customer Experience COMMITMENT TO PURCHASE AWARENESS NAVIGATION PERSUASION TRANSACTION AWARENESS NAVIGATION PERSUASION TRANSACTION
  • 9. Qualitative Walk Throughs Build some personas and use cases from your primary customer segments and do some walk throughs of the conversion path, right from awareness through to final conversion. Ideally, use testers who are not familiar with current site, as they’ll find issues that may be overly discounted by “insiders” AWARENESS NAVIGATION PERSUASION TRANSACTION
  • 10. Typical Transactional Issues AWARENESS NAVIGATION PERSUASION TRANSACTION CONVERSION • PLACEMENT OF CONVERSION BUTTONS • LAYOUT OF TRANSACTION PAGES • TESTING OF NON-CONVERTING OFF PAGE LINKS • TESTING CONTENT TO SUPPORT CONVERSION (IE PRICING, GUARANTEES, SHIPPING INFO, AVAILABILITY) • TESTING DISCOUNTS AND OFFERS • TESTING CROSS SELLING AND UPSELLING SHOPPING CART • TESTING ADD TO CART FUNCTIONALITY • TESTING CART PAGE LAYOUT • TESTING ALL FORM COMPLETIONS ON CHECK OUT PATH • TESTING OPT IN CONTACT REQUESTS • TESTING TAX AND SHIPPING INFORMATION • TESTING CROSS SELLING AND UPSELLING • TESTING DISCOUNTS AND OFFERS
  • 11. Typical Persuasion Issues AWARENESS NAVIGATION PERSUASION TRANSACTION FAST AND FUN Low Qualification and High Reward High Qualification and High Reward Low Qualification and Low Reward High Qualification and Low Reward TO DOS AND TASKS DESIRED ENGAGEMENT REQUIRED ENGAGEMENT
  • 12. Risk/Reward Matrix AWARENESS NAVIGATION PERSUASION TRANSACTION FAST AND FUN TO DOS AND TASKS DESIRED ENGAGEMENT REQUIRED ENGAGEMENT Low Qualification and High Reward High Qualification and High Reward High Qualification and Low Reward Low Qualification and Low Reward SMALL LUXURIES • CLOTHING • FAVORITE FOODS • “TOYS” • BOOKS • MUSIC NEEDED SUPPLIES • OFFICE SUPPLIES • REQUIRED HOUSEHOLD ITEMS • REPLACEMENT PARTS BIG LUXURIES • TRIPS • VEHICLES • BIG TICKET “TOYS” • COLLECTIBLES SOLVING PROBLEMS • LEGAL SERVICES • MAJOR REPAIRS • LARGE B2B PURCHASES
  • 13. Risk/Reward Matrix AWARENESS NAVIGATION PERSUASION TRANSACTION FAST AND FUN TO DOS AND TASKS DESIRED ENGAGEMENT REQUIRED ENGAGEMENT Low Qualification and High Reward High Qualification and High Reward High Qualification and Low Reward Low Qualification and Low Reward SMALL LUXURIES • Brand Identification • “Hedonistic” Features • Fast Delivery • Price • Social Proof NEEDED SUPPLIES • “Utility” Features • Guarantees • Fast Delivery • Application Information BIG LUXURIES • Ways to “Envision” Usage & Ownership • Bundling of Experience • Experiential Information & Media SOLVING PROBLEMS • Tailored Risk Aversion Messaging • Specific Use Cases and Testimonials • Extensive Utilization Information and Media
  • 14. Men vs Women and Scanning AWARENESS NAVIGATION PERSUASION TRANSACTION Women Men Mediative Heat Maps
  • 15. Intent and Scanning AWARENESS NAVIGATION PERSUASION TRANSACTION NO INTENT (BOTTOM UP) FOCUSED INTENT (TOP DOWN) Mediative Heat Maps
  • 16. Entry Pages and Information Scent AWARENESS NAVIGATION PERSUASION TRANSACTION FIRST SECOND Mediative Heat Maps
  • 17. Entry Pages and Information Scent AWARENESS NAVIGATION PERSUASION TRANSACTION SECOND SECOND Mediative Heat Maps
  • 18. Entry Pages and Information Scent AWARENESS NAVIGATION PERSUASION TRANSACTION 3 TO 5 SECONDS Mediative Heat Maps
  • 19. Typical Navigation Issues AWARENESS NAVIGATION PERSUASION TRANSACTION INTERNAL SITE SEARCH NAVIGATION MENUS EMBEDDED LINKS • OFTEN USED TO CREATE “MENTAL MAP” OF THE SITE • USED TO BROWSE CATEGORIES AND DEPARTMENTS • TESTING OF TAXONOMY, USABILITY AND HIERARCHY USUALLY REQUIRED • ENSURE CONSISTENT PRESENTATION THROUGHOUT THE SITE, INCLUDING MOST POPULAR ENTRY POINTS • ENSURE COMPATIBILITY ACROSS DEVICES AND PLATFORMS • OFTEN PRODUCT SPECIFIC SEARCHES • MAY BE USED AS AN “ESCAPE HATCH” FROM NON-INTUITIVE NAVIGATION STRUCTURES • PRODUCT DATABASES MUST ACCOMMODATE DIFFERENT SEARCHING STRATEGIES • TESTING OF RESULTS FORMATS AND USABILITY REQUIRED • USAGE WILL VARY DEPENDING ON BOTH INTENT AND TYPE OF USER • REQUIRES PATH AND INTENT ANALYSIS TO MAXIMIZE LINKING OPPORTUNITIES • CAN BE USED TO CROSS SELL AND UPSELL IF SUPPORTED BY RESEARCH AND TESTING • ENSURE THAT EMBEDDED LINKS DON’T LEAD TO DEAD ENDS OR DERAIL CONVERSIONS • TEST DIFFERENT TYPES OF LINKS AND INFORMATION SCENT – THUMBNAILS VS TEXT VS ICONS, ETC
  • 20. Typical Awareness Issues AWARENESS NAVIGATION PERSUASION TRANSACTION MESSAGING • TEST MESSAGING FOR EFFECTIVENESS • TEST MESSAGING AGAINST ACTUAL BEHAVIORS • TEST DEVICE SPECIFIC MESSAGING • TEST DIFFERENT TYPES OF TARGETING (GEO, DAY PART, BEHAVIOR, CONTEXTUAL) • TEST FORMATS (TEXT, DISPLAY, NATIVE, RICH) CONTINUITY • IS MESSAGING CONSISTENT ALONG CONVERSION PATH (IE AD TO LANDING PAGE)? • IS BRANDING CONSISTENT? • ARE FEATURED OFFERS EASY TO FIND ALONG PATH • ARE LEAD CONVERSION TRIGGERS APPROPRIATE TO STAGE? REFERRAL SOURCES • IS MESSAGING TAILORED TO REFERRAL SOURCE (I.E. SEARCH VS NATIVE)? • HAVE DIFFERENCES IN DEVICES BEEN TAKEN INTO ACCOUNT? INTENT • IS MESSAGING TESTED FOR DIFFERENT INTENTS (IE RESEARCH VS PURCHASE)? • ARE INTENTS DEVICE SPECIFIC? • DO INTENTS VARY BY TARGETED MARKETS? • DO INTENTS VARY BY PRODUCT CATEGORY?
  • 21. Choosing a Testing Framework PROS A/B TESTING • TYPICALLY START WITH A/B TESTING • GOOD FOR TESTING FAIRLY BIG VARIATIONS • CAN LEAD TO RAPID INCREASES IN PERFORMANCE • EASY AND FASTER WAY TO TEST “HUNCHES” FROM QUALITATIVE WALK THROUGHS AND ANALYTICS • USEFUL TO NARROW DOWN AND RULE OUT TESTING OPTIONS CONS • MORE TIME CONSUMING THAN MULTIVARIATE TESTING • LIMITS TO VARIABLES TO BE TESTED • DIFFICULT TO DRILL DOWN TO DETAILED INSIGHTS ON PERFORMANCE PROS MULTIVARIATE TESTING • GOOD FOR TESTING MULTIPLE VARIABLES QUICKLY • GOOD FOR FINE TUNING DESIGNS AND LAYOUTS • CAN BE DONE AS PART OF CONTINUOUS IMPROVEMENTS • BETTER UNDERSTANDING OF INDIVIDUAL ELEMENT IMPACTS • TYPICALLY FEWER DESIGN CHANGES REQUIRED PRIOR TO TESTING CONS • REQUIRES MORE TRAFFIC FOR STATISTICAL SIGNIFICANCE • LESS EFFECTIVE FOR TESTING MORE SIGNIFICANT CHANGES
  • 23. A Tale of Two Handbags How is the product found? • 10% external marketing campaigns • 40% Browse • 50% Onsite Search What is the add to cart rate? • 6.58%
  • 24. A Tale of Two Handbags How is the product found? • 13% external marketing campaigns • 40% Browse • 47% Onsite Search What is the add to cart rate? • 3.04%
  • 27. Answer Questions with Content Before (Version 1) After (Version 2)
  • 29. Takeaways • Test? Yes! Test to continually improve the customer experience • Be wary of building a hypothesis solely on your own point of view • Limit variables to make the findings clear • The amount of “persuasion” necessary isn’t the same for all use cases • Look for opportunities in the outliers
  • 30. Thank You! Questions? www.CrossView.com http://digitalmarketingdepot.com webcasts@digitalmarketingdepot.com #DMD