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PART I – Virtual Technology Options
• The Motive: Why Did We Do This?

• The Scene of the Crime: A Rigorous Virtual
  Testing Methodology

• The Verdict: Virtual Shopping Hypotheses…and What Is
  Actually Real
Global Leader in                                  Pioneer in Immersive
    Community Panels                                      Virtual Testing


                    Intersection of Research & Technology
      Engaging Visual                                Data Visualization & Rapid
    Questions/ Exercises                                 Online Reporting




3
WHY DID WE DO THIS?
THE MOTIVE
• ‘Virtual Shopping’ is over a decade old
   – Vision Critical a pioneer, powering the industry

• Lots of new technology, lots of theories
   –   From super computer to notebook
   –   From flat images to 3D modeling
   –   From central location to online
   –   From curiosity to key tool in category management

• Real world validation is well documented, but no true ‘best
  practices’ for wide variety of virtual methods used

            We Wanted to Set The Record Straight!
THE VIRTUAL SHOPPING HYPOTHESES

► 3D Is Superior to 2D For Category Shopping
► Reduced Shelf Is No Substitute for Full Category
► The More Pack Sides Included the Better
► There Is No Substitute for Traditional Eye Tracking
THE SCENE OF THE CRIME
A Rigorous Virtual Shopping Methodology
• n=1800 category buyers; Vision Critical Springboard America Panel
• Both online and central location testing (same screener)
• 20-minute questionnaire

Multiple Types of Tests Included (~N=200 per test)
• Online 2D full standard aisle/Online 3D full standard aisle
• Online 2D smaller aisle/Online 3D smaller aisle (fewer facings)
• Online 2D smaller aisle (reduced SKU set)
• Central Location Eye Tracking – Conducted in 4 US cities
3D IS SUPERIOR TO 2D
FOR CATEGORY
SHOPPING
2D Virtual Shop Shelfset Example




       Products shown face-on (2D perspective):
          Less vertical/horizontal perspective
                 ‘Clean’ shelfset layout
          Faster and less expensive to execute
9
3D Virtual Shop Shelfset Example




             Products with 3D perspective:
         Greater vertical/horizontal perspective
          Ability to have ‘messy’ Shelfset layout
      Longer development time and more expensive
10
3D Is Superior To 2D for Category Shopping
                               Significantly more items are viewed on the 3D shelves
                               But no significant differences in basket size or spending
                               Brand and SKU differences minimal
                               Satisfaction with shop at statistical parity
                                                                                                                                   Shop Time
                                                                                        Purchases                 Views    $ Spent   (min)


                                     2D                                                 2.2             5.1                $8.93      3.7




                                     3D                                                 2.2                   8.5 A        $9.22      5.2




11   Uppercase letters indicate the number is statistically higher than other at 95% confidence level, lower case at 90%
3D Is Superior To 2D for Category Shopping

                2D                                          3D

                                     Cost                  ×
                                 Time to set up            ×
                            Can include multiple
                            product side view              
                ×            Signage/violators              

              Suitable for                         Best for testing shelf
        testing impact of aisle                     signage/violators
     flow/blockings/adjacencies
         on basket size/spend
12
REDUCED SHELF IS NO
SUBSTITUTE FOR FULL
CATEGORY
Full Category/Aisle Example (as found in store)




                          Up to 300 SKUs
         Respondent can pan left and right to view full category
                     Randomized starting point


14
Reduced Category/Aisle Example Shelfset




                       Same planogram layout
     Reduced # of SKUs (brand/blocking proportionate to full shelf)
                 No panning required by respondent


15
Reduced Shelf Is No Substitute for Full Category
                     No significant differences in shopping behaviors
                     Directional increase in views, spending
                     Satisfaction with shop at statistical parity

                                                                                        Shop Time
                                                          Purchases       Views $ Spent   (min)


                                                                                               3.0




                                                                                                     No significant differences
     Full Category (as found in store) (A)               2.2       5.5              $8.76




                    Reduced SKU Set (B)                  2.1      4.9               $8.45      2.6



     Note: Aisle entry was randomized for full category, the reduced shelf fit on one screen

16
Reduced Shelf Is No Substitute for Full Category



        Full Category                              Reduced SKU

               ×                   Cost                  
               ×                 Timing                  
                               Scrolling not
               ×                 required                

     Ideal for use when full                   Ideal when testing major
       category is needed;                       aisle flow/blocking/
          SKU Delistings                       sub-category adjacencies


17
THE MORE PACK
SIDES INCLUDED
THE BETTER
Multiple Pack Sides Can Be Shown In Various Ways




         Click to View
                                   Full 360-degree rotation
     Back/Sides of Product




19
The More Pack Sides Included the Better
     Few respondents viewed the alternative sides during the shopping
     exercise (5-15%)
     Those who did were more engaged overall – viewing more, shopping
     longer and purchasing more




               Click to View
             Back of Product


20
The More Pack Sides Included the Better


          Front of Product                            Front and Back of
            Images Only                                Product Images

                                       Cost                  ×
                                   Time to set up            ×

            Suitable for                         Use when package details
        most projects & low                       (ingredients, claims, etc.)
       involvement category                       are extremely important
      purchases; Exclusion of                    or super engaged category
     alternative sides has little                       users/loyalists
         impact on results


21
THERE IS NO
SUBSTITUTE FOR
TRADITIONAL EYE
TRACKING
ONLINE QUANTITATIVE SURVEY FLOW
Screening Qualification                                Category Behavior
  • Women ages 18-64, Primary grocery shopper,           • Oral care frequency of purchase, number of items and dollars
    P6M oral care category purchasers                      typically spent on those products
                                                         • Retailer most often purchase oral care products from and
                                                           planned vs. unplanned purchase




               “Virtual Eye-Tracking”                                  Virtual Shopping Exercise




                                                 Demographics
CENTRAL LOCATION SURVEY FLOW
Mall Intercept - Screening Qualification
  • Women ages 18-64, Primary grocery shopper,
    P6M oral care category purchasers




          Traditional Eye-Tracking
                                                                  Respondent moves to a
                                                                      different room




                                                 Category Behavior
                                                   • Oral care frequency of purchase, number of items and dollars
                                                     typically spent on those products
                                                   • Retailer most often purchase oral care products from and
                                                     planned vs. unplanned purchase




                                                                        Demographics
There Is No Substitute for Traditional Eye Tracking
                               When looking at total clicks versus eye movements, results are similar

                                          ‘Virtual Eye                                                Traditional Central
                                        Tracking’ Online                                             Location Eye Tracking




                                                                                                                                                     High




                                                                                                                                                     Low

     Note: Heat mapping shows all clicks (up to 3 clicks per person) and all views (6 seconds). Online: Please look at the package below and click
25   on the first three things that catch your attention. CLT: Please look at the products on the screen as you would when you’re out shopping.
There Is No Substitute for Traditional Eye Tracking
                                The sequence of eye movement differs from the order of clicks

                                          ‘Virtual Eye                                                Traditional Central
                                        Tracking’ Online                                             Location Eye Tracking

                                                                                                                                                  3rd View

       1st Click



                                                                                                                                                        2nd View


                                                                                                                                                        1st View

                                                                                                                                                             High

                2nd and 3rd
                   Click
                                                                                                                                                             Low

     Note: Heat mapping shows all clicks and all views. Online: Please look at the package below and click on the first three things that catch
26   your attention. CLT: Please look at the products on the screen as you would when you’re out shopping.
Unique Diagnostic Benefits of ‘Virtual Eye Tracking’



  Drawing tool enables
 highlighting of package                                               Dynamic Word
                                           Report can
 areas to see proportion                                               Cloud displays
                                           be exported
  of sample who clicked                                                coded open-ends
                                                                       driving appeal/
                                                                       interest.
     Ability to look at first
         vs. total clicks


      Sample sub-group
      filtering capability
                                                                       Clicking on
                                                                       specific words in
                                                                       the cloud displays
          Heatmap                                                      full verbatims
           Output                                                      containing these
                                                                       words




27
There Is No Substitute for Traditional Eye Tracking
                                When looking at all clicks versus eye movements across a shelf, results
                                are similar

                                                           ‘Virtual Eye Tracking’ Online




                                              Traditional Central Location Eye Tracking


                                                                                                                                                       High




                                                                                                                                                       Low


     Note: Heat mapping shows all clicks (up to 3 clicks per person) and all views (6 seconds). Online: When you see it, please click on the first 3
28   things that catch your attention. CLT: Please view the shelf on the screen as you would when you’re shopping for oral care products.
There Is No Substitute for Traditional Eye Tracking

         ‘Virtual Eye                      Traditional CL Eye
          Tracking’                             Tracking

                            Time                 ×
                            Cost                 ×
                           National
                         rep sample              ×
                          Path of gaze
             ×           (precognitive)           
                           Diagnostic
         More robust                            Limited
                            options



      Suitable for                               Best for
     most projects                        communications hierarchy
29
VIRTUAL SHOPPING HYPOTHESES

► 3D Is Superior to 2D For Category Shopping
► Reduced Shelf Is No Substitute for Full Category
► The More Pack Sides Included the Better
► There Is No Substitute for Traditional Eye Tracking
Conclusions

                      Technology is never a substitute
                           for sound research design

     Match the technology to the business
     issues (and know when to say when!)


            Leveraging technology effectively can bring
                    innovation to the research process

31
Questions?


matt.kleinschmit@visioncritical.com

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Virtual Shopping Mythbusters - Part 1

  • 1. PART I – Virtual Technology Options
  • 2. • The Motive: Why Did We Do This? • The Scene of the Crime: A Rigorous Virtual Testing Methodology • The Verdict: Virtual Shopping Hypotheses…and What Is Actually Real
  • 3. Global Leader in Pioneer in Immersive Community Panels Virtual Testing Intersection of Research & Technology Engaging Visual Data Visualization & Rapid Questions/ Exercises Online Reporting 3
  • 4. WHY DID WE DO THIS?
  • 5. THE MOTIVE • ‘Virtual Shopping’ is over a decade old – Vision Critical a pioneer, powering the industry • Lots of new technology, lots of theories – From super computer to notebook – From flat images to 3D modeling – From central location to online – From curiosity to key tool in category management • Real world validation is well documented, but no true ‘best practices’ for wide variety of virtual methods used We Wanted to Set The Record Straight!
  • 6. THE VIRTUAL SHOPPING HYPOTHESES ► 3D Is Superior to 2D For Category Shopping ► Reduced Shelf Is No Substitute for Full Category ► The More Pack Sides Included the Better ► There Is No Substitute for Traditional Eye Tracking
  • 7. THE SCENE OF THE CRIME A Rigorous Virtual Shopping Methodology • n=1800 category buyers; Vision Critical Springboard America Panel • Both online and central location testing (same screener) • 20-minute questionnaire Multiple Types of Tests Included (~N=200 per test) • Online 2D full standard aisle/Online 3D full standard aisle • Online 2D smaller aisle/Online 3D smaller aisle (fewer facings) • Online 2D smaller aisle (reduced SKU set) • Central Location Eye Tracking – Conducted in 4 US cities
  • 8. 3D IS SUPERIOR TO 2D FOR CATEGORY SHOPPING
  • 9. 2D Virtual Shop Shelfset Example Products shown face-on (2D perspective): Less vertical/horizontal perspective ‘Clean’ shelfset layout Faster and less expensive to execute 9
  • 10. 3D Virtual Shop Shelfset Example Products with 3D perspective: Greater vertical/horizontal perspective Ability to have ‘messy’ Shelfset layout Longer development time and more expensive 10
  • 11. 3D Is Superior To 2D for Category Shopping Significantly more items are viewed on the 3D shelves But no significant differences in basket size or spending Brand and SKU differences minimal Satisfaction with shop at statistical parity Shop Time Purchases Views $ Spent (min) 2D 2.2 5.1 $8.93 3.7 3D 2.2 8.5 A $9.22 5.2 11 Uppercase letters indicate the number is statistically higher than other at 95% confidence level, lower case at 90%
  • 12. 3D Is Superior To 2D for Category Shopping 2D 3D  Cost ×  Time to set up × Can include multiple  product side view  × Signage/violators  Suitable for Best for testing shelf testing impact of aisle signage/violators flow/blockings/adjacencies on basket size/spend 12
  • 13. REDUCED SHELF IS NO SUBSTITUTE FOR FULL CATEGORY
  • 14. Full Category/Aisle Example (as found in store) Up to 300 SKUs Respondent can pan left and right to view full category Randomized starting point 14
  • 15. Reduced Category/Aisle Example Shelfset Same planogram layout Reduced # of SKUs (brand/blocking proportionate to full shelf) No panning required by respondent 15
  • 16. Reduced Shelf Is No Substitute for Full Category No significant differences in shopping behaviors Directional increase in views, spending Satisfaction with shop at statistical parity Shop Time Purchases Views $ Spent (min) 3.0 No significant differences Full Category (as found in store) (A) 2.2 5.5 $8.76 Reduced SKU Set (B) 2.1 4.9 $8.45 2.6 Note: Aisle entry was randomized for full category, the reduced shelf fit on one screen 16
  • 17. Reduced Shelf Is No Substitute for Full Category Full Category Reduced SKU × Cost  × Timing  Scrolling not × required  Ideal for use when full Ideal when testing major category is needed; aisle flow/blocking/ SKU Delistings sub-category adjacencies 17
  • 18. THE MORE PACK SIDES INCLUDED THE BETTER
  • 19. Multiple Pack Sides Can Be Shown In Various Ways Click to View Full 360-degree rotation Back/Sides of Product 19
  • 20. The More Pack Sides Included the Better Few respondents viewed the alternative sides during the shopping exercise (5-15%) Those who did were more engaged overall – viewing more, shopping longer and purchasing more Click to View Back of Product 20
  • 21. The More Pack Sides Included the Better Front of Product Front and Back of Images Only Product Images  Cost ×  Time to set up × Suitable for Use when package details most projects & low (ingredients, claims, etc.) involvement category are extremely important purchases; Exclusion of or super engaged category alternative sides has little users/loyalists impact on results 21
  • 22. THERE IS NO SUBSTITUTE FOR TRADITIONAL EYE TRACKING
  • 23. ONLINE QUANTITATIVE SURVEY FLOW Screening Qualification Category Behavior • Women ages 18-64, Primary grocery shopper, • Oral care frequency of purchase, number of items and dollars P6M oral care category purchasers typically spent on those products • Retailer most often purchase oral care products from and planned vs. unplanned purchase “Virtual Eye-Tracking” Virtual Shopping Exercise Demographics
  • 24. CENTRAL LOCATION SURVEY FLOW Mall Intercept - Screening Qualification • Women ages 18-64, Primary grocery shopper, P6M oral care category purchasers Traditional Eye-Tracking Respondent moves to a different room Category Behavior • Oral care frequency of purchase, number of items and dollars typically spent on those products • Retailer most often purchase oral care products from and planned vs. unplanned purchase Demographics
  • 25. There Is No Substitute for Traditional Eye Tracking When looking at total clicks versus eye movements, results are similar ‘Virtual Eye Traditional Central Tracking’ Online Location Eye Tracking High Low Note: Heat mapping shows all clicks (up to 3 clicks per person) and all views (6 seconds). Online: Please look at the package below and click 25 on the first three things that catch your attention. CLT: Please look at the products on the screen as you would when you’re out shopping.
  • 26. There Is No Substitute for Traditional Eye Tracking The sequence of eye movement differs from the order of clicks ‘Virtual Eye Traditional Central Tracking’ Online Location Eye Tracking 3rd View 1st Click 2nd View 1st View High 2nd and 3rd Click Low Note: Heat mapping shows all clicks and all views. Online: Please look at the package below and click on the first three things that catch 26 your attention. CLT: Please look at the products on the screen as you would when you’re out shopping.
  • 27. Unique Diagnostic Benefits of ‘Virtual Eye Tracking’ Drawing tool enables highlighting of package Dynamic Word Report can areas to see proportion Cloud displays be exported of sample who clicked coded open-ends driving appeal/ interest. Ability to look at first vs. total clicks Sample sub-group filtering capability Clicking on specific words in the cloud displays Heatmap full verbatims Output containing these words 27
  • 28. There Is No Substitute for Traditional Eye Tracking When looking at all clicks versus eye movements across a shelf, results are similar ‘Virtual Eye Tracking’ Online Traditional Central Location Eye Tracking High Low Note: Heat mapping shows all clicks (up to 3 clicks per person) and all views (6 seconds). Online: When you see it, please click on the first 3 28 things that catch your attention. CLT: Please view the shelf on the screen as you would when you’re shopping for oral care products.
  • 29. There Is No Substitute for Traditional Eye Tracking ‘Virtual Eye Traditional CL Eye Tracking’ Tracking  Time ×  Cost × National  rep sample × Path of gaze × (precognitive)  Diagnostic More robust Limited options Suitable for Best for most projects communications hierarchy 29
  • 30. VIRTUAL SHOPPING HYPOTHESES ► 3D Is Superior to 2D For Category Shopping ► Reduced Shelf Is No Substitute for Full Category ► The More Pack Sides Included the Better ► There Is No Substitute for Traditional Eye Tracking
  • 31. Conclusions Technology is never a substitute for sound research design Match the technology to the business issues (and know when to say when!) Leveraging technology effectively can bring innovation to the research process 31