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1 de 35
PRACTICAL ATTRIBUTION
2
TWEET WITH ME
@TheGoldenDan
#ISUM15
#PracticalAttribution
3
BFO is an award winning, analytically-
driven digital marketing agency
obsessed with helping advertisers drive
more revenue, more cost effectively
through a broad offering of solutions.
• Avg. 7 years experience
• 40 Team Members & Growing
• Offices in Chicago, Miami,
Raleigh & London (Next Month)
4
BEEN
THERE
DONE
THATBFO has extensive
experience working with a
variety of medium to large
clients, and a track record of
success in many verticals and
executing against multiple
marketing goals.
5
MY ATTRIBUTION STORY
6
THE
HOSPITAL
?
7
THE
MUSIC?
8
THE
INSPIRATION
?
9
THE
WEDDING?
10
THE
FIRST
DATE?
11
THE
INTRODUCER
?
12
THE
GRANDMA?
SHOW OF HANDS
13
14
WHY
CROSS-
CHANNEL
ATTRIBUTIO
N
Source: Emarketer survey of 179 analytics managers.
15
MOST
COMMON
ATTRIBUTIO
N METHODS
16
WHAT
ACTIONS
DO YOU
TAKE?
17
WHICH
CHANNELS
BENEFIT
FROM
ATTRIBUTIO
N?
18
MEME
TIME
19
MEME
TIME
Still using last click only attribution?
#MarketingSins #ISUM15
#PracticalAttribution
20
BEFOR
E WE
BEGIN
Defining Attribution
• Online to Offline (MCA – O2S): In this model the goal is to understand which digital
marketing channels contributed to a particular offline conversion.
• Multi-Channel Attribution (MCA- AMS): Understanding attribution across multiple
screens and advertising channels (TV, Print, Digital)
• Multi-Channel Attribution (AMS - ADC): Understanding attribution across digital
channels and touchpoints (Search, Display, Social, Mobile)
• Post Conversion Attribution: Measuring phone calls and post-lead downstream sales
through CRM integration.
Source: Kaushik.net
21
Attribution is the science of using advanced analytics to allocate
proportional credit to each marketing touch point across all online and off-
line channels, leading to a desired customer action.
– Forbes.com 12/02/14
22
ATTRIBUTIO
N
PLATFORMS
Large list of market-
leading customized
attribution
platforms.
#NoEndorsements
23
THE
GOOGILY
FOCUS
#1 digital analytics
platform by a long
shot.
Sometimes I’m biased… but it doesn’t
mean I’m not right! #ISUM15 #DataWins
#PracticalAttribution
24
GOOGLE
ANALYTICS
PREMIUM
• Data Driven
Attribution in GA
Premium allows
us to determine
the best paths to
conversion.
• Integrating
DoubleClick with
GA Premium
allows for new
optimization
opportunities,
better attribution
reporting by
including view
through
conversions.
• Data Driven Attribution
• View Through Attribution
Attribution Defined: Sample Flow
With Multi-Channel-Attribution Across-Digital Channels (MCA-ADC) the
objective is to go beyond looking at the last click and get a stronger picture
of all activity prior to the conversion.
25
Google
Search
Client Site
Social/
Display
Landing
Page
Direct
Navigation
SEMConversion
What a conversion might look like across multiple channels:
The default models
give SEM 100% of
the credit.
Standard Attribution Models: GA/DFA
Models
First Interaction: 100% credit is applied to the first channel used prior to conversion.
Linear: 100% credit is applied equally to the all channels.
Position Based: 40% credit is applied to first interaction, 40% to last interaction & 20%
spread across all middle interactions.
Last Non-Direct Click: 100% credit is applied to the last channel used prior to
conversion, as long as that Channel is not Direct. This is the default attribution in Google
Analytics standard reports.
Time Decay: Credit is applied in descending percentages, depending on count of
channels.
Last AdWords Click: 100% credit is applied to the last known AdWords click. This will
most likely line up with Adwords pixel conversion tracking.
Last Interaction/Floodlight: 100% credit is applied to the last channel. (Default)
26
27
Goals/KPIs: Conversion Growth (GA)
1. Email – Negative
changes in both
comparisons indicates
the need to move budget
elsewhere.
2. Social – Positive
changes indicate Social
is converting higher in
comparison models and
is worthy of additional
budget.
3. Paid Search – Similar to
Social in positive change,
but we see Paid Media is
a “Closer” so we might
invest in “Starters” and
see if Paid picks up more
conversions.
Comparisons to our base model, Last Interaction, show indications of
where we might Grow Total Conversions.
28
KNOW THIS GUY?
Non-Brand keywords are the @JohnStockton
of digital marketing #Assists
#PracticalAttribution
#ISUM15
29
What can you do with it?
• “Assisted Conversions”, or in between first and last, give the team the ability to know
where the help is coming from between “First Interaction” & “Last Interaction” without
studying thousands of click paths.
• Use bid rules to reward high “assist” keywords
• Tips for Using Assisted Conversions
• Non-Brand Keywords
• Social Ads
Assisted Conversions
30
What will we learn?
• Including Path Length with Attribution will allow the team to study how media mix
impacts the number of steps to conversion.
Purchase Path Length
31
Purchase Path Duration
How long is your customer buying cycle?
Attribution Pitfalls to Avoid
32
1. Multiple Measurement Platforms
2. Multiple Measurement Methods
• Mixing View Through & Click Through
3. Forgetting about The Real World
• Phone Calls
• Foot Traffic
• TV or Offline Driving to Online
4. Ignoring Secondary Actions
• Store Locator
• eBook Downloads
• Coupon Prints
Time to get started
33
1. Look At Your Own Data
2. Define Your Key Business Challenge
3. Ask The Right Questions
• Customer Acquisition?
• Growth vs Efficiency?
• Lead Quality Attribution?
Do This Tomorrow
34
1. Test Different Models!
2. Pick One!
3. Learn. Adjust. Repeat.
#LastClickLoses #NotReally but there’s more
to #attribution! Pick a model and get started
#PracticalAttribution
#ISUM15
STAY IN TOUCH
dan@befoundonline.com
http://www.linkedin.com/dangolden
@thegoldendan

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Dan Golden's Internet Summit 2015 Presentation - Practical Attribution

  • 3. 3 BFO is an award winning, analytically- driven digital marketing agency obsessed with helping advertisers drive more revenue, more cost effectively through a broad offering of solutions. • Avg. 7 years experience • 40 Team Members & Growing • Offices in Chicago, Miami, Raleigh & London (Next Month)
  • 4. 4 BEEN THERE DONE THATBFO has extensive experience working with a variety of medium to large clients, and a track record of success in many verticals and executing against multiple marketing goals.
  • 19. 19 MEME TIME Still using last click only attribution? #MarketingSins #ISUM15 #PracticalAttribution
  • 21. Defining Attribution • Online to Offline (MCA – O2S): In this model the goal is to understand which digital marketing channels contributed to a particular offline conversion. • Multi-Channel Attribution (MCA- AMS): Understanding attribution across multiple screens and advertising channels (TV, Print, Digital) • Multi-Channel Attribution (AMS - ADC): Understanding attribution across digital channels and touchpoints (Search, Display, Social, Mobile) • Post Conversion Attribution: Measuring phone calls and post-lead downstream sales through CRM integration. Source: Kaushik.net 21 Attribution is the science of using advanced analytics to allocate proportional credit to each marketing touch point across all online and off- line channels, leading to a desired customer action. – Forbes.com 12/02/14
  • 22. 22 ATTRIBUTIO N PLATFORMS Large list of market- leading customized attribution platforms. #NoEndorsements
  • 23. 23 THE GOOGILY FOCUS #1 digital analytics platform by a long shot. Sometimes I’m biased… but it doesn’t mean I’m not right! #ISUM15 #DataWins #PracticalAttribution
  • 24. 24 GOOGLE ANALYTICS PREMIUM • Data Driven Attribution in GA Premium allows us to determine the best paths to conversion. • Integrating DoubleClick with GA Premium allows for new optimization opportunities, better attribution reporting by including view through conversions. • Data Driven Attribution • View Through Attribution
  • 25. Attribution Defined: Sample Flow With Multi-Channel-Attribution Across-Digital Channels (MCA-ADC) the objective is to go beyond looking at the last click and get a stronger picture of all activity prior to the conversion. 25 Google Search Client Site Social/ Display Landing Page Direct Navigation SEMConversion What a conversion might look like across multiple channels: The default models give SEM 100% of the credit.
  • 26. Standard Attribution Models: GA/DFA Models First Interaction: 100% credit is applied to the first channel used prior to conversion. Linear: 100% credit is applied equally to the all channels. Position Based: 40% credit is applied to first interaction, 40% to last interaction & 20% spread across all middle interactions. Last Non-Direct Click: 100% credit is applied to the last channel used prior to conversion, as long as that Channel is not Direct. This is the default attribution in Google Analytics standard reports. Time Decay: Credit is applied in descending percentages, depending on count of channels. Last AdWords Click: 100% credit is applied to the last known AdWords click. This will most likely line up with Adwords pixel conversion tracking. Last Interaction/Floodlight: 100% credit is applied to the last channel. (Default) 26
  • 27. 27 Goals/KPIs: Conversion Growth (GA) 1. Email – Negative changes in both comparisons indicates the need to move budget elsewhere. 2. Social – Positive changes indicate Social is converting higher in comparison models and is worthy of additional budget. 3. Paid Search – Similar to Social in positive change, but we see Paid Media is a “Closer” so we might invest in “Starters” and see if Paid picks up more conversions. Comparisons to our base model, Last Interaction, show indications of where we might Grow Total Conversions.
  • 28. 28 KNOW THIS GUY? Non-Brand keywords are the @JohnStockton of digital marketing #Assists #PracticalAttribution #ISUM15
  • 29. 29 What can you do with it? • “Assisted Conversions”, or in between first and last, give the team the ability to know where the help is coming from between “First Interaction” & “Last Interaction” without studying thousands of click paths. • Use bid rules to reward high “assist” keywords • Tips for Using Assisted Conversions • Non-Brand Keywords • Social Ads Assisted Conversions
  • 30. 30 What will we learn? • Including Path Length with Attribution will allow the team to study how media mix impacts the number of steps to conversion. Purchase Path Length
  • 31. 31 Purchase Path Duration How long is your customer buying cycle?
  • 32. Attribution Pitfalls to Avoid 32 1. Multiple Measurement Platforms 2. Multiple Measurement Methods • Mixing View Through & Click Through 3. Forgetting about The Real World • Phone Calls • Foot Traffic • TV or Offline Driving to Online 4. Ignoring Secondary Actions • Store Locator • eBook Downloads • Coupon Prints
  • 33. Time to get started 33 1. Look At Your Own Data 2. Define Your Key Business Challenge 3. Ask The Right Questions • Customer Acquisition? • Growth vs Efficiency? • Lead Quality Attribution?
  • 34. Do This Tomorrow 34 1. Test Different Models! 2. Pick One! 3. Learn. Adjust. Repeat. #LastClickLoses #NotReally but there’s more to #attribution! Pick a model and get started #PracticalAttribution #ISUM15

Notas del editor

  1. Anybody in the room already using a custom attribution model? Anybody in the room using an advanced attribution platform?
  2. Show example
  3. Show example
  4. Show example
  5. Show example
  6. Show example
  7. Show example
  8. Show example
  9. Show example
  10. Remember…. View through isn’t bad for optimization.
  11. Show example
  12. Show example