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Through the 2020 Looking-Glass
Google Shopping Trends in a Year of Global Crisis – Q4 and Beyond
About me
mike.ryan@smarter-ecommerce.com | +43 699 14111 309 | /in/mikeppc
Mike Ryan
Product Mgmt Lead, smec
● 10 years experience in retail operations
● warehousing, delivery, purchasing, electronic catalog
● sold everything and moved to Austria for love
● reinvented myself in marketing and product
/in/mikeppc#SMX
Agenda
I. KPI development in Europe
II. 2020 holiday outlook
III. Looking further: Google’s product strategy
IV. Implications for retailers & brands
KPI development in Europe
/in/mikeppc#SMX
Look familiar?
● Merkle reports that in Q2, advertisers were
unable or unwilling to spend on high CPCs
● Lockdown measures meant radical changes
consumer behavior – yielding increased clicks
→ What about Europe?
Merkle DMR, Q2 2020
source: Merkle
At the aggregate level, lockdown measures produced a bubble in
Shopping conversions – and the future is unclear
KPI Benchmarking
● Funnel metrics are all elevated YoY, but a bubble is clearly visible
● Conversions peaked fastest, most broadly, and highest
Funnel values
7
KPI Benchmarking
● CTR has increased slightly over time, but remains subdued YoY
● Conv. rate saw an immediate YoY uplift, then slowly deflated
Funnel rates
8
KPI Benchmarking
● At an aggregate level, CPC largely trended down YoY during the COVID-19 lockdown
● Learn more at smec Market Observer (free data studio report, no email wall, no sales blah blah)
Ø CPC
9
Know how to measure
We recommend the following views on your data:
● Daily development
○ what is happening right now?
○ watch for spikes and collapses – reactive
● Last 14 days vs. previous period
○ how is my strategy playing out?
○ look for effectiveness and adaptations – active
● Year-over-year
○ how does this compare to business-as-usual?
○ use this to (try to) plan ahead – proactive
Measuring and benchmarking are more complex than ever
10
This heatmap displays seasonal cost development for top-level product types
2020 holiday outlook
/in/mikeppc#SMX
It’s fair to expect the biggest Q4 ever for ecommerce,
but it might also be the bumpiest ever
The changing the shape of Europe’s holiday peak
● Black Friday increasingly consolidates demand
● This Holiday-as-an-event mindset will likely be
dampened in 2020
○ Newly-online shoppers
○ Less viable as an offline strategy
○ Extremely stressful to supply chains
○ Partly diluted by Amazon Prime Day?
source: Google Trends
2020
2020 prediction in a nutshell
Time
ConsumerActivity
2019
● There will be more shoppers online than ever before, resulting in a broader and higher seasonal peak than 2019
The tricky part:
You might not see those beautiful holiday conversion rates
2019: how it looked
2019 exhibited a classic peak-season pattern:
● Pre-season/onset: Conv. rate dropped while
impressions grew, a likely indicator of increased
browsing
● Consumer volume and intent peaked from late
November through the first half of December
1
2
1
2
2020: how it might look
2020: how it might look
2020 could be a season of extremes:
● Impressions are starting about 15% higher and
conv. rate about 10% lower
● Volume is likely to peak sooner, higher, and more
broadly due to behavorial changes
● Conversion rates might generally stay down YoY
but experience an intense spike
● This spike might end earlier depending of the
capacity of supply chains and delivery services
● Public health and policy will be huge wildcards
2020: implications & actions
Precision and execution will be key:
● Query targeting to appear in the right auctions
● Audience lists must be in tip-top shape
● Device-specific bidding is a must
● Get your feed in fighting condition
● Opt in to Showcase Shopping for high funnel
● Switch to DDA sooner rather than later
● Be there with your budget – don’t get limited
● More competitors than ever
Looking further
/in/mikeppc#SMX
Google’s product strategy
Google wants to simplify Shopping and move toward
end-to-end control of the environment
Merchant & consumer adoption of Shopping
Time
Rateofadoption
INNOVATORS
EARLY
ADOPTERS
EARLY
MAJORITY
LATE
MAJORITY
LATE
ADOPTERS ● To grow, Shopping needs to
efficiently tap late adopters, i.e.
SMB merchants
● To hold ground against Amazon,
Google must also run demand gen
on the Shopping property
● Here they face large brand,
logistics, and CX hurdles
SHOP
PING
1
2
3
1
2
3
22
Merchant & consumer adoption of Shopping
Time
Rateofadoption
INNOVATORS
EARLY
ADOPTERS
EARLY
MAJORITY
LATE
MAJORITY
LATE
ADOPTERS ● To grow, Shopping needs to
efficiently tap late adopters, i.e.
SMB merchants
● To hold ground against Amazon,
Google must also run demand gen
on the Shopping property
● Here they face large brand,
logistics, and CX hurdles
SHOP
PING
1
2
3
1
2
3
23
Free clicks, anyone?
What happened?
● The Surfaces Across Google program is expanding
to include the Shopping tab
● Impressions will be determined via algorithm,
clicks will be free
● Spun as a COVID-19 action, but widely interpreted
as a move against Amazon (1, 2, 3, 4)
Not unprecedented
READ MORE >>
image credit: Google Ads Help Community
25
Much ado about nothing?
● The click share of the Shopping tab is unknown,
but many estimate it around 10% (not me)
● The best real estate in the tab will be still be paid
● While the conv. rate might be higher, the AOV
might be lower
Direct reporting is limited
image credit: Google Merchant Center Help
READ MORE >>
26
Smart Shopping: the path of least resistance?
Smart Shopping Campaigns vs. Standard Shopping
Smart Shopping
Campaigns
Standard Shopping
Campaigns
Placements
Google Search ✓ ✓
Shopping Tab ✓ ✓
GDN ✓ ~
Formats
Shopping Ads ✓ ✓
Display Ads ✓
Local Inventory Ads ✓
Dynamic Remarketing ✓
Dynamic Prospecting ✓
Smart Shopping
Campaigns
Standard Shopping
Campaigns
Settings
Location modifiers ~ ✓
Device modifiers ✓
Campaign Priorities ✓
Remarketing Lists ✓
Negative Keyword Lists ✓
Ad Schedule ✓
Reporting
Placement ~ ✓
Audience ✓
Search Terms ✓
Shopping Performance ~ ✓
Due to fundamentally different placement & format mix,
these campaign types are not comparable
28
2015 vs. Now
Flashback 2015* Now (using SSC)**
29
AREAS OF ACTIVITY
Campaign setup/management 5.0%
Reporting 10%
Coffee 80.0%
Strategic goal-setting 5.0%
?
AREAS OF ACTIVITY
Coffee 5.0% Campaign setup & mgmt 5.0%
Bid management 45.0%
Reporting 10.0%
Negative KW 10.0%
Strategic
goal-setting 5.0%
Modifier
Management 10.0%
Device-specific
changes 10.0%
*not real data
**also not real data :-)
A lack of competitive differentiation
● The default/Google-recommended lack of segmentation is highly problematic and puts too much pressure on ROAS
30
Detour: ROAS & KPI surrogation
● ROAS is a readily available, easily calculated, and
standardized
● But it is connected to top-line revenue instead of
bottom-line revenue
● It is not the same thing as profit
“Return on Ad Spend. It is a navel-gazing,
advertising-centric metric. It is not a business metric.”
—Avinash Kaushik
Head of Strategic Analytics, Google
31
A lack of competitive differentiation
● What happens if the majority/all merchants switch
to Smart Shopping?
● How is it possible to differentiate in the future?
● How will Google manage the auction when
everybody uses the same approach?
● Bear in mind that channel saturation is rising
Opposing S-curves
TIME
RATE
DifferentiationAdoption
32
A lack of competitive differentiation
● Google could assume full control of the auction,
i.e. no bidding
● Deep learning models would work with sampled or
modeled valuations
● (Possible) result: “fair”, as-is flow of conversion value
Truthful auctions?
source: DeepMind UK @ arXiv (PDF)
READ MORE >>
33
Breaking News
source: Neil Andrew
Can Google out-Amazon Amazon?
Buy on Google is on its way – fast
● Marketplace Pulse reports >100% YoY growth in BoG sellers
● Zero-commission model is a huge USP to sellers and will ease entry to EU markets
36
Buy box: what you need to know
● Placement based on price, shipping, and CX
● KPIs include win-loss analysis with root causes
● Automated repricing has been spotted in the API
○ Rule type “Win Buy Box” allows automated
discounting within a range
○ Future rule types or strategies are left open
Reporting, recommendations, and repricing
37
Adopting early and executing well could give you a
lasting competitive advantage
Your mission, should you choose to accept it
● Be a reliable partner to Google
● Build or buy a compatible order
management system
● Support Google’s mission to deliver low
prices and great availability
● Prevent order errors like stockouts and
shipment delays
● Cultivate great reviews
Implications for retailers & brands
/in/mikeppc#SMX
And agencies too ;-)
Key takeaways
Right now, time-based comparisons are risky at best
Q4 will bring massive volume – with core targeting challenges
Google will present revenue opportunities that will test your independence
Mike Ryan
mike.ryan@smarter-ecommerce.com
/in/mikeppc
Thank You
Reach out any time

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Through the 2020 Looking-Glass: Google Shopping Trends in a Year of Global Crisis – Q4 and Beyond

  • 1. Through the 2020 Looking-Glass Google Shopping Trends in a Year of Global Crisis – Q4 and Beyond
  • 2. About me mike.ryan@smarter-ecommerce.com | +43 699 14111 309 | /in/mikeppc Mike Ryan Product Mgmt Lead, smec ● 10 years experience in retail operations ● warehousing, delivery, purchasing, electronic catalog ● sold everything and moved to Austria for love ● reinvented myself in marketing and product /in/mikeppc#SMX
  • 3. Agenda I. KPI development in Europe II. 2020 holiday outlook III. Looking further: Google’s product strategy IV. Implications for retailers & brands
  • 4. KPI development in Europe /in/mikeppc#SMX
  • 5. Look familiar? ● Merkle reports that in Q2, advertisers were unable or unwilling to spend on high CPCs ● Lockdown measures meant radical changes consumer behavior – yielding increased clicks → What about Europe? Merkle DMR, Q2 2020 source: Merkle
  • 6. At the aggregate level, lockdown measures produced a bubble in Shopping conversions – and the future is unclear
  • 7. KPI Benchmarking ● Funnel metrics are all elevated YoY, but a bubble is clearly visible ● Conversions peaked fastest, most broadly, and highest Funnel values 7
  • 8. KPI Benchmarking ● CTR has increased slightly over time, but remains subdued YoY ● Conv. rate saw an immediate YoY uplift, then slowly deflated Funnel rates 8
  • 9. KPI Benchmarking ● At an aggregate level, CPC largely trended down YoY during the COVID-19 lockdown ● Learn more at smec Market Observer (free data studio report, no email wall, no sales blah blah) Ø CPC 9
  • 10. Know how to measure We recommend the following views on your data: ● Daily development ○ what is happening right now? ○ watch for spikes and collapses – reactive ● Last 14 days vs. previous period ○ how is my strategy playing out? ○ look for effectiveness and adaptations – active ● Year-over-year ○ how does this compare to business-as-usual? ○ use this to (try to) plan ahead – proactive Measuring and benchmarking are more complex than ever 10 This heatmap displays seasonal cost development for top-level product types
  • 12. It’s fair to expect the biggest Q4 ever for ecommerce, but it might also be the bumpiest ever
  • 13. The changing the shape of Europe’s holiday peak ● Black Friday increasingly consolidates demand ● This Holiday-as-an-event mindset will likely be dampened in 2020 ○ Newly-online shoppers ○ Less viable as an offline strategy ○ Extremely stressful to supply chains ○ Partly diluted by Amazon Prime Day? source: Google Trends
  • 14. 2020 2020 prediction in a nutshell Time ConsumerActivity 2019 ● There will be more shoppers online than ever before, resulting in a broader and higher seasonal peak than 2019
  • 15. The tricky part: You might not see those beautiful holiday conversion rates
  • 16. 2019: how it looked 2019 exhibited a classic peak-season pattern: ● Pre-season/onset: Conv. rate dropped while impressions grew, a likely indicator of increased browsing ● Consumer volume and intent peaked from late November through the first half of December 1 2 1 2
  • 17. 2020: how it might look
  • 18. 2020: how it might look 2020 could be a season of extremes: ● Impressions are starting about 15% higher and conv. rate about 10% lower ● Volume is likely to peak sooner, higher, and more broadly due to behavorial changes ● Conversion rates might generally stay down YoY but experience an intense spike ● This spike might end earlier depending of the capacity of supply chains and delivery services ● Public health and policy will be huge wildcards
  • 19. 2020: implications & actions Precision and execution will be key: ● Query targeting to appear in the right auctions ● Audience lists must be in tip-top shape ● Device-specific bidding is a must ● Get your feed in fighting condition ● Opt in to Showcase Shopping for high funnel ● Switch to DDA sooner rather than later ● Be there with your budget – don’t get limited ● More competitors than ever
  • 21. Google wants to simplify Shopping and move toward end-to-end control of the environment
  • 22. Merchant & consumer adoption of Shopping Time Rateofadoption INNOVATORS EARLY ADOPTERS EARLY MAJORITY LATE MAJORITY LATE ADOPTERS ● To grow, Shopping needs to efficiently tap late adopters, i.e. SMB merchants ● To hold ground against Amazon, Google must also run demand gen on the Shopping property ● Here they face large brand, logistics, and CX hurdles SHOP PING 1 2 3 1 2 3 22
  • 23. Merchant & consumer adoption of Shopping Time Rateofadoption INNOVATORS EARLY ADOPTERS EARLY MAJORITY LATE MAJORITY LATE ADOPTERS ● To grow, Shopping needs to efficiently tap late adopters, i.e. SMB merchants ● To hold ground against Amazon, Google must also run demand gen on the Shopping property ● Here they face large brand, logistics, and CX hurdles SHOP PING 1 2 3 1 2 3 23
  • 25. What happened? ● The Surfaces Across Google program is expanding to include the Shopping tab ● Impressions will be determined via algorithm, clicks will be free ● Spun as a COVID-19 action, but widely interpreted as a move against Amazon (1, 2, 3, 4) Not unprecedented READ MORE >> image credit: Google Ads Help Community 25
  • 26. Much ado about nothing? ● The click share of the Shopping tab is unknown, but many estimate it around 10% (not me) ● The best real estate in the tab will be still be paid ● While the conv. rate might be higher, the AOV might be lower Direct reporting is limited image credit: Google Merchant Center Help READ MORE >> 26
  • 27. Smart Shopping: the path of least resistance?
  • 28. Smart Shopping Campaigns vs. Standard Shopping Smart Shopping Campaigns Standard Shopping Campaigns Placements Google Search ✓ ✓ Shopping Tab ✓ ✓ GDN ✓ ~ Formats Shopping Ads ✓ ✓ Display Ads ✓ Local Inventory Ads ✓ Dynamic Remarketing ✓ Dynamic Prospecting ✓ Smart Shopping Campaigns Standard Shopping Campaigns Settings Location modifiers ~ ✓ Device modifiers ✓ Campaign Priorities ✓ Remarketing Lists ✓ Negative Keyword Lists ✓ Ad Schedule ✓ Reporting Placement ~ ✓ Audience ✓ Search Terms ✓ Shopping Performance ~ ✓ Due to fundamentally different placement & format mix, these campaign types are not comparable 28
  • 29. 2015 vs. Now Flashback 2015* Now (using SSC)** 29 AREAS OF ACTIVITY Campaign setup/management 5.0% Reporting 10% Coffee 80.0% Strategic goal-setting 5.0% ? AREAS OF ACTIVITY Coffee 5.0% Campaign setup & mgmt 5.0% Bid management 45.0% Reporting 10.0% Negative KW 10.0% Strategic goal-setting 5.0% Modifier Management 10.0% Device-specific changes 10.0% *not real data **also not real data :-)
  • 30. A lack of competitive differentiation ● The default/Google-recommended lack of segmentation is highly problematic and puts too much pressure on ROAS 30
  • 31. Detour: ROAS & KPI surrogation ● ROAS is a readily available, easily calculated, and standardized ● But it is connected to top-line revenue instead of bottom-line revenue ● It is not the same thing as profit “Return on Ad Spend. It is a navel-gazing, advertising-centric metric. It is not a business metric.” —Avinash Kaushik Head of Strategic Analytics, Google 31
  • 32. A lack of competitive differentiation ● What happens if the majority/all merchants switch to Smart Shopping? ● How is it possible to differentiate in the future? ● How will Google manage the auction when everybody uses the same approach? ● Bear in mind that channel saturation is rising Opposing S-curves TIME RATE DifferentiationAdoption 32
  • 33. A lack of competitive differentiation ● Google could assume full control of the auction, i.e. no bidding ● Deep learning models would work with sampled or modeled valuations ● (Possible) result: “fair”, as-is flow of conversion value Truthful auctions? source: DeepMind UK @ arXiv (PDF) READ MORE >> 33
  • 36. Buy on Google is on its way – fast ● Marketplace Pulse reports >100% YoY growth in BoG sellers ● Zero-commission model is a huge USP to sellers and will ease entry to EU markets 36
  • 37. Buy box: what you need to know ● Placement based on price, shipping, and CX ● KPIs include win-loss analysis with root causes ● Automated repricing has been spotted in the API ○ Rule type “Win Buy Box” allows automated discounting within a range ○ Future rule types or strategies are left open Reporting, recommendations, and repricing 37
  • 38. Adopting early and executing well could give you a lasting competitive advantage
  • 39. Your mission, should you choose to accept it ● Be a reliable partner to Google ● Build or buy a compatible order management system ● Support Google’s mission to deliver low prices and great availability ● Prevent order errors like stockouts and shipment delays ● Cultivate great reviews
  • 40. Implications for retailers & brands /in/mikeppc#SMX And agencies too ;-)
  • 41. Key takeaways Right now, time-based comparisons are risky at best Q4 will bring massive volume – with core targeting challenges Google will present revenue opportunities that will test your independence