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Reviewing 2020's Holiday Shopping Season
Adobe Digital Insights
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Methodology
• Holiday season defined:
• Season is the months of November and December (some analyses run thru mid-December due to timing of data availability)
• Cyber 5 are the five days between Thanksgiving and Cyber Monday
• Analysis of more than 1 trillion visits to U.S. based retail websites.
• Product and pricing insights based on analysis of sales of more than 100 million unique products.
• Adobe Analytics measures transactions at 80 of the top 100* U.S. online retailers — more than
any other technology company.
• Shipping analysis based on millions of orders in 2019 and 2020.
*Per Internet Retailer 2018 eGuide
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Key findings
Driven by COVID-19, the 2020 holiday season was one for the record
books
• Online holiday season revenue exceeded $188.2 billion dollars, 32% YoY growth.
• Every day, including Christmas Eve, exceeded $1B. With Cyber Monday exceeding $10B, the
average day eclipsed $3B for the first time.
• Early and late sales reduced the impact of Cyber 5 (Thanksgiving thru Cyber
Monday), which saw a growth of just 21% compared to the 32% for the overall season
• November, which included Cyber Monday this year, reached the $100B level – the first time
a single month has hit those highs.
• Christmas Day, typically the biggest mobile shopping day, saw 52% of the revenue coming
from smartphones – surpassing the halfway point for the first time.
The drivers of online revenue boost were quite varied
• More visitors and better conversion drove the lift in sales. Average order value remained
flat YoY
• Home improvement and consumer electronics retailers saw strong growth
whereas apparel and jewelry exhibited lower growth
• Cities with higher household incomes and /or better educated population grew more than
those at the other end of the spectrum
Minimal contact shopping
• Ordering online for local pickup (BOPIS) continued its growth over last year, peaking just
two days before Christmas.
• Given the 1 billion+ orders generated it was a bit more expensive when it wasn't free –
minimum threshold went up as did costs.
David vs. Goliath
• Large retailers ($1 billion+) grew their share of total
holiday revenue over small retailers ($10-50 million)
thanks to a higher in-season growth rate.
• Large retailers also benefit from higher conversion of
visits resulting in more money per minute.
Top gifts for an unprecedented holiday
• New game consoles and related accessories topped gift
lists, along with perennial favorites.
Online Retail Spend
An unprecedented year resulted in a much bigger online season.
©2020 Adobe. All Rights Reserved. Adobe Confidential.
E-commerce holiday season saw two years’ worth of growth, reaching $188.2B, +32%
YoY
• The online holiday season exceeded $188B
resulting in a strong growth rate of 32% over the
2019 Season
• The COVID-19 pandemic accelerated the shift of
spending to online starting in March. By the
holiday season consumers shifted twice as much
as expected into one year: the 32% is twice the
15% average annual growth rate seen since 2015.
Online Holiday Spend by Year
Source: Adobe Analytics
0 0
10%
5%
15%
$100B
$80B
$60B
$40B
$20B
20%
$120B
25%
30%
$160B
35% $200B
$180B
$140B
2014
Growth Spend
2015 2016 2017 2018 2019 2020
Growth
Spend
$70.1B $82.5B $94.4B $108.2B $126B $142.5B $188.2B
18%
14%
15%
17%
13%
32%
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Consumers concentrated their spending during the Cyber 5 days despite earlier sales
• Given YoY growth in excess of 50%* since the early
days of COVID-19 and changes to physical shopping,
retailers had incentive to balance the load by
spreading deals out.
• The Cyber 5 days accounted for 18% ($34.4B) of the
entire season, down from 20% in 2019.
• This amounted to shifting $3.7B of sales (1.2 days'
worth) to other days in the season.
• Because of the shift, Cyber 5 had some of the slowest
growth rates across the season, with the five days
totaling 21% growth. Only SMB Saturday came close to
matching the overall season growth – 30% vs. 32%.
• Despite having a stronger growth, Black Friday still
didn’t surpass Cyber Monday
* There was about 51% more online shopping this year compared to last year
between April 1st and Dec 14th, representing an extra $216B spend online.
©2020 Adobe. All Rights Reserved. Adobe Confidential.
With every day over $1B this year consumers reached key spending milestones much
earlier
• Given strong YoY growth, there were more “big days” this year
• For the first time there were no days with less than $1B in online spend
• Christmas Eve was the sole day in 2019 under $1B, this year sales were $1.1B
• Thanksgiving joined the $5B club for the first time
• As a result, consumer spending reached season milestones earlier
• $50B: Nov 20, 2020 six days earlier than in 2019
• $100B: Nov 30, 2020 10 days earlier than in 2019
• $150B: Dec 13, 2020 for the first time ever
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Not every region, demographic or category saw the same growth over Cyber 5
States
Strong Growth
Rhode Island
New Mexico
Maine
Vermont
New Hampshire
Low Growth
South Carolina
Wyoming
Missouri
Arkansas
Oklahoma
Categories
High Growth Low Growth
City Demographics
High Growth Low Growth
Consumer Electronics
Grocery
Home Improvement
Apparel
Jewelry
HH Income > $7kk
Highly Educated
HHI < $40k
Less Education
• Throughout the holiday season, groceries, appliances and books saw major boosts over October levels compared to last year - grocery at
404% higher boost than 2019, appliances at 202% and books at 107%. The toys and jewelry categories saw incremental boosts, with
toys seeing 50% and jewelry 66%more boost than 2019.
Shopping in a Pandemic
Other than the level change, not so different as past years.
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Curbside / pickup provided an alternative to wandering store aisles
• Since the beginning of the pandemic consumers shifted their
buying habits to take advantage of retailers BOPIS (Buy Online
Pick-Up in Store) options.
• Earlier in the year at the onset of the pandemic, BOPIS
increased from 15% of orders at retailers who offer the service,
to 25%, a 65% share increase.
• Over the course of the holiday season, BOPIS continued to
average 1 in 4 orders (25%), an increase of 40% over 2019
holiday levels (18%).
• As expected, BOPIS usage peaked for the last-minute shopping
when standard or even expedited shipping won’t get gifts
delivered on time.
• In both 2020 and 2019, the peak day for BOPIS usage was
December 23, two days before Christmas.
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Free shipping slightly less prevalent this year; the cost to ship rose.
• Based on Adobe's Magento Commerce data, consumers take
advantage of ‘free shipping’ especially during the Cyber 5.
• 57% of the season’s orders thru Dec 13th qualified for
free shipping
• That rose to 64% during Cyber 5 (+16%)
• Potentially related to the stress COVID placed on the
shipping infrastructure, Cyber 5 was more expensive to ship
this year than last year
1. The cost to ship (where charged) increased 12% YoY
from $10.51 to $12.21
2. The minimum observed order also increased from
$20.16 to $22.86
3. Orders shipped for free dropped from 70% during
Cyber 5 to 64% this year
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Retailers changed pricing at the beginning of Thanksgiving Week
12
Computer prices typically drop slowly thru the
holiday season, leveling off after Cyber 5. This year
was different with retailers offering aggressive
discounts the week of Black Friday.
Popular categories saw prices drop just before Cyber 5
(Nov 22nd) as retailers kicked things off early.
Toys and television product categories saw prices dip
19% below their October 1st benchmark, while computer
prices dropped 29% by Black Friday.
Data: Adobe’s DPI where prices are anchored on October 1st
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Adobe’s holiday gift list included perennial brand favorites.
Toy Brands
Barbie
LEGO
NERF
Star Wars
Spin Master
Technology Brands
Acer
Amazon
Apple
Samsung
HP
Lenovo
Gaming Brands
Electronic Arts (FIFA 21, Madden 21, NBA 2K21)
Ubisoft (Just Dance 2021)
Sony (PlayStation 5)
Microsoft (Xbox Series X/S)
Nintendo (Switch, Super Mario, 3D All-stars)
Data thru Dec 15th
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Website visits were more valuable this year due to better conversion
• The change in consumer behavior led to not only
more visits but an increase in the value of those
visits.
• Revenue per visit increased 10% YoY during
holiday season.
• That improved revenue per visit was driven by
improved conversion since the average order
value changed by only $0.34
• Smartphones, the device with the lowest
conversion, saw a 15% increase year over year,
1.77% to 2.04%
• The stable value of an order meant there were
more packages to ship. Assuming just one
package per order suggests that over 1 billion
packages were shipped for the first time
Value of a Visit
Source: Adobe Analytics
Metric
Revenue per visit
Conversion
AOV
$4.20
2.8%
$152
$4.61
3.0%
$153
+10%
+9%
0%
Holiday 2019 Holiday 2020 YOY Change
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Smartphones continue their steady increase despite shifting to working from home
• Consumer behavior continues a trend
started in 2015, steadily moving their
shopping to smartphones.
• In November and December, 40% of
revenue came from smartphones in line
with the long-term trend that had
suggested around 41% for this holiday
season.
• $23B more was spent on smartphones
this year during the holiday season.
• On Christmas Day retailers saw 52% of
online spend come from smartphones –
the first time over 50%.
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Search engines were most likely the last touch before reaching a retailer’s site
• Search accounted for 45% of both visits and revenue
during the holiday season. Paid search traffic was
slightly more effective in generating revenue than
organic search.
• Paid search had a higher share of revenue (25%)
than visits (23%), while organic was less effective,
representing a 20% revenue share and a 22% visit
share.
• Second to search is direct traffic which is often
associated with brand strength/loyalty.
• Affiliate and partner referrals remain strong revenue
producers – while they are 6% of traffic, they are 14%
of revenue.
• Social networks and display are often considered
awareness generators – combined they account for
less than 5% of revenue and only 1 in 10 visits.
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Small retailers' advantage in revenue boost over large retailers weakened this season.
• Small retailers ($10 - $50M) had seen a larger
boost* in sales during the beginning of COVID but
that advantage disappeared during the holiday season
as the large ($1B+) retailers concentrated their
dominance of the holiday shopping season.
• However, the boost difference for the holiday season
this year**, at 110% for large retailers vs. 104% for
small, was much closer than it was last year, at 107%
for large and 84% for small.
**Comparing daily sales in Nov – Dec vs. Oct
*Comparing Mar 15 – Sep 30 vs. Jan 1 – Mar 14
Holiday Boost (2019 & 2020) vs. COVID Boost for
SMB and Large Companies
Source: Adobe Analytics
SMB
Holiday 2019
107%
123%
Large
COVID
84%
130%
95%
52%
Holiday 2020
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Large retailers drive sales earlier during Cyber 5, smaller ones later
• The boost difference for Cyber 5 days remains most
pronounced on Thanksgiving, with large retailers having
50% more of a boost* on that day than small retailers,
indicating their focus on leveraging Thanksgiving as a
shopping day with deals.
• Small business had a slight boost advantage on both
Small Business Saturday and Cyber Monday. The boost
difference shrunk by 6 percentage points from 2018 to
2019, and we now see a 21 point advantage.
* Comparing daily sales in Nov - Dec vs. avg day in Oct
Sales Boost on Key Days (2020)
Source: Adobe Analytics & Magento Commerce
Large SMB
Thanksgiving Black Friday SMB Saturday Cyber Monday
233%
154%
573%
545%
273%
294%
486%
501%
©2020 Adobe. All Rights Reserved. Adobe Confidential.
Large retailers generated more revenue per minute of Cyber 5 shopping than smaller
ones
• Large retailers were 44% more effective at generating
revenue per time spent shopping, at $1.20 per minute for
large vs. $0.83 per minute for small
• Metrics that are similar between small and large retailers:
• Order value: consumers placed the same size orders
with small retailers as they did at large ones, $163 vs.
$167 respectively.
• Use of smartphones to shop: 63% of visits to small
retailers vs. 64% of visits to large retailers
• Metrics that set large retailers apart from smaller retailers:
• Large retailers have a slight advantage in order initiation
(carts per visit is +17%) and a significantly larger
advantage in completion: cart to orders (+73%)
• Whether it is comparison shopping, a level of
confidence, or other issue, large retailers have a much
higher final conversion rate: 5.1% vs. 3.0%
Adobe Holiday Shopping Recap 2020

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Adobe Holiday Shopping Recap 2020

  • 1. Reviewing 2020's Holiday Shopping Season Adobe Digital Insights
  • 2. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Methodology • Holiday season defined: • Season is the months of November and December (some analyses run thru mid-December due to timing of data availability) • Cyber 5 are the five days between Thanksgiving and Cyber Monday • Analysis of more than 1 trillion visits to U.S. based retail websites. • Product and pricing insights based on analysis of sales of more than 100 million unique products. • Adobe Analytics measures transactions at 80 of the top 100* U.S. online retailers — more than any other technology company. • Shipping analysis based on millions of orders in 2019 and 2020. *Per Internet Retailer 2018 eGuide
  • 3. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Key findings Driven by COVID-19, the 2020 holiday season was one for the record books • Online holiday season revenue exceeded $188.2 billion dollars, 32% YoY growth. • Every day, including Christmas Eve, exceeded $1B. With Cyber Monday exceeding $10B, the average day eclipsed $3B for the first time. • Early and late sales reduced the impact of Cyber 5 (Thanksgiving thru Cyber Monday), which saw a growth of just 21% compared to the 32% for the overall season • November, which included Cyber Monday this year, reached the $100B level – the first time a single month has hit those highs. • Christmas Day, typically the biggest mobile shopping day, saw 52% of the revenue coming from smartphones – surpassing the halfway point for the first time. The drivers of online revenue boost were quite varied • More visitors and better conversion drove the lift in sales. Average order value remained flat YoY • Home improvement and consumer electronics retailers saw strong growth whereas apparel and jewelry exhibited lower growth • Cities with higher household incomes and /or better educated population grew more than those at the other end of the spectrum Minimal contact shopping • Ordering online for local pickup (BOPIS) continued its growth over last year, peaking just two days before Christmas. • Given the 1 billion+ orders generated it was a bit more expensive when it wasn't free – minimum threshold went up as did costs. David vs. Goliath • Large retailers ($1 billion+) grew their share of total holiday revenue over small retailers ($10-50 million) thanks to a higher in-season growth rate. • Large retailers also benefit from higher conversion of visits resulting in more money per minute. Top gifts for an unprecedented holiday • New game consoles and related accessories topped gift lists, along with perennial favorites.
  • 4. Online Retail Spend An unprecedented year resulted in a much bigger online season.
  • 5. ©2020 Adobe. All Rights Reserved. Adobe Confidential. E-commerce holiday season saw two years’ worth of growth, reaching $188.2B, +32% YoY • The online holiday season exceeded $188B resulting in a strong growth rate of 32% over the 2019 Season • The COVID-19 pandemic accelerated the shift of spending to online starting in March. By the holiday season consumers shifted twice as much as expected into one year: the 32% is twice the 15% average annual growth rate seen since 2015. Online Holiday Spend by Year Source: Adobe Analytics 0 0 10% 5% 15% $100B $80B $60B $40B $20B 20% $120B 25% 30% $160B 35% $200B $180B $140B 2014 Growth Spend 2015 2016 2017 2018 2019 2020 Growth Spend $70.1B $82.5B $94.4B $108.2B $126B $142.5B $188.2B 18% 14% 15% 17% 13% 32%
  • 6. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Consumers concentrated their spending during the Cyber 5 days despite earlier sales • Given YoY growth in excess of 50%* since the early days of COVID-19 and changes to physical shopping, retailers had incentive to balance the load by spreading deals out. • The Cyber 5 days accounted for 18% ($34.4B) of the entire season, down from 20% in 2019. • This amounted to shifting $3.7B of sales (1.2 days' worth) to other days in the season. • Because of the shift, Cyber 5 had some of the slowest growth rates across the season, with the five days totaling 21% growth. Only SMB Saturday came close to matching the overall season growth – 30% vs. 32%. • Despite having a stronger growth, Black Friday still didn’t surpass Cyber Monday * There was about 51% more online shopping this year compared to last year between April 1st and Dec 14th, representing an extra $216B spend online.
  • 7. ©2020 Adobe. All Rights Reserved. Adobe Confidential. With every day over $1B this year consumers reached key spending milestones much earlier • Given strong YoY growth, there were more “big days” this year • For the first time there were no days with less than $1B in online spend • Christmas Eve was the sole day in 2019 under $1B, this year sales were $1.1B • Thanksgiving joined the $5B club for the first time • As a result, consumer spending reached season milestones earlier • $50B: Nov 20, 2020 six days earlier than in 2019 • $100B: Nov 30, 2020 10 days earlier than in 2019 • $150B: Dec 13, 2020 for the first time ever
  • 8. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Not every region, demographic or category saw the same growth over Cyber 5 States Strong Growth Rhode Island New Mexico Maine Vermont New Hampshire Low Growth South Carolina Wyoming Missouri Arkansas Oklahoma Categories High Growth Low Growth City Demographics High Growth Low Growth Consumer Electronics Grocery Home Improvement Apparel Jewelry HH Income > $7kk Highly Educated HHI < $40k Less Education • Throughout the holiday season, groceries, appliances and books saw major boosts over October levels compared to last year - grocery at 404% higher boost than 2019, appliances at 202% and books at 107%. The toys and jewelry categories saw incremental boosts, with toys seeing 50% and jewelry 66%more boost than 2019.
  • 9. Shopping in a Pandemic Other than the level change, not so different as past years.
  • 10. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Curbside / pickup provided an alternative to wandering store aisles • Since the beginning of the pandemic consumers shifted their buying habits to take advantage of retailers BOPIS (Buy Online Pick-Up in Store) options. • Earlier in the year at the onset of the pandemic, BOPIS increased from 15% of orders at retailers who offer the service, to 25%, a 65% share increase. • Over the course of the holiday season, BOPIS continued to average 1 in 4 orders (25%), an increase of 40% over 2019 holiday levels (18%). • As expected, BOPIS usage peaked for the last-minute shopping when standard or even expedited shipping won’t get gifts delivered on time. • In both 2020 and 2019, the peak day for BOPIS usage was December 23, two days before Christmas.
  • 11. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Free shipping slightly less prevalent this year; the cost to ship rose. • Based on Adobe's Magento Commerce data, consumers take advantage of ‘free shipping’ especially during the Cyber 5. • 57% of the season’s orders thru Dec 13th qualified for free shipping • That rose to 64% during Cyber 5 (+16%) • Potentially related to the stress COVID placed on the shipping infrastructure, Cyber 5 was more expensive to ship this year than last year 1. The cost to ship (where charged) increased 12% YoY from $10.51 to $12.21 2. The minimum observed order also increased from $20.16 to $22.86 3. Orders shipped for free dropped from 70% during Cyber 5 to 64% this year
  • 12. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Retailers changed pricing at the beginning of Thanksgiving Week 12 Computer prices typically drop slowly thru the holiday season, leveling off after Cyber 5. This year was different with retailers offering aggressive discounts the week of Black Friday. Popular categories saw prices drop just before Cyber 5 (Nov 22nd) as retailers kicked things off early. Toys and television product categories saw prices dip 19% below their October 1st benchmark, while computer prices dropped 29% by Black Friday. Data: Adobe’s DPI where prices are anchored on October 1st
  • 13. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Adobe’s holiday gift list included perennial brand favorites. Toy Brands Barbie LEGO NERF Star Wars Spin Master Technology Brands Acer Amazon Apple Samsung HP Lenovo Gaming Brands Electronic Arts (FIFA 21, Madden 21, NBA 2K21) Ubisoft (Just Dance 2021) Sony (PlayStation 5) Microsoft (Xbox Series X/S) Nintendo (Switch, Super Mario, 3D All-stars) Data thru Dec 15th
  • 14. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Website visits were more valuable this year due to better conversion • The change in consumer behavior led to not only more visits but an increase in the value of those visits. • Revenue per visit increased 10% YoY during holiday season. • That improved revenue per visit was driven by improved conversion since the average order value changed by only $0.34 • Smartphones, the device with the lowest conversion, saw a 15% increase year over year, 1.77% to 2.04% • The stable value of an order meant there were more packages to ship. Assuming just one package per order suggests that over 1 billion packages were shipped for the first time Value of a Visit Source: Adobe Analytics Metric Revenue per visit Conversion AOV $4.20 2.8% $152 $4.61 3.0% $153 +10% +9% 0% Holiday 2019 Holiday 2020 YOY Change
  • 15. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Smartphones continue their steady increase despite shifting to working from home • Consumer behavior continues a trend started in 2015, steadily moving their shopping to smartphones. • In November and December, 40% of revenue came from smartphones in line with the long-term trend that had suggested around 41% for this holiday season. • $23B more was spent on smartphones this year during the holiday season. • On Christmas Day retailers saw 52% of online spend come from smartphones – the first time over 50%.
  • 16. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Search engines were most likely the last touch before reaching a retailer’s site • Search accounted for 45% of both visits and revenue during the holiday season. Paid search traffic was slightly more effective in generating revenue than organic search. • Paid search had a higher share of revenue (25%) than visits (23%), while organic was less effective, representing a 20% revenue share and a 22% visit share. • Second to search is direct traffic which is often associated with brand strength/loyalty. • Affiliate and partner referrals remain strong revenue producers – while they are 6% of traffic, they are 14% of revenue. • Social networks and display are often considered awareness generators – combined they account for less than 5% of revenue and only 1 in 10 visits.
  • 17. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Small retailers' advantage in revenue boost over large retailers weakened this season. • Small retailers ($10 - $50M) had seen a larger boost* in sales during the beginning of COVID but that advantage disappeared during the holiday season as the large ($1B+) retailers concentrated their dominance of the holiday shopping season. • However, the boost difference for the holiday season this year**, at 110% for large retailers vs. 104% for small, was much closer than it was last year, at 107% for large and 84% for small. **Comparing daily sales in Nov – Dec vs. Oct *Comparing Mar 15 – Sep 30 vs. Jan 1 – Mar 14 Holiday Boost (2019 & 2020) vs. COVID Boost for SMB and Large Companies Source: Adobe Analytics SMB Holiday 2019 107% 123% Large COVID 84% 130% 95% 52% Holiday 2020
  • 18. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Large retailers drive sales earlier during Cyber 5, smaller ones later • The boost difference for Cyber 5 days remains most pronounced on Thanksgiving, with large retailers having 50% more of a boost* on that day than small retailers, indicating their focus on leveraging Thanksgiving as a shopping day with deals. • Small business had a slight boost advantage on both Small Business Saturday and Cyber Monday. The boost difference shrunk by 6 percentage points from 2018 to 2019, and we now see a 21 point advantage. * Comparing daily sales in Nov - Dec vs. avg day in Oct Sales Boost on Key Days (2020) Source: Adobe Analytics & Magento Commerce Large SMB Thanksgiving Black Friday SMB Saturday Cyber Monday 233% 154% 573% 545% 273% 294% 486% 501%
  • 19. ©2020 Adobe. All Rights Reserved. Adobe Confidential. Large retailers generated more revenue per minute of Cyber 5 shopping than smaller ones • Large retailers were 44% more effective at generating revenue per time spent shopping, at $1.20 per minute for large vs. $0.83 per minute for small • Metrics that are similar between small and large retailers: • Order value: consumers placed the same size orders with small retailers as they did at large ones, $163 vs. $167 respectively. • Use of smartphones to shop: 63% of visits to small retailers vs. 64% of visits to large retailers • Metrics that set large retailers apart from smaller retailers: • Large retailers have a slight advantage in order initiation (carts per visit is +17%) and a significantly larger advantage in completion: cart to orders (+73%) • Whether it is comparison shopping, a level of confidence, or other issue, large retailers have a much higher final conversion rate: 5.1% vs. 3.0%