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HALF THE MONEY I SPEND ON
ADVERTISING IS WASTED, THE
TROUBLE IS I DON’T KNOW
WHICH HALF.
JOHN WANAMAKER
Which vendor or vendors do you or your clients use for attribution?
Download the full APAC Econsultancy study on the ‘State of Media Attribution’ http://data.li/apac-mastudy 5
Google
Adobe
Datalicious
ClearSaleing
Marin Software
Kenshoo
50%
56%
44%
52%
31%
8%
13%
6%
8%
6%
16%
0%
Company respondents Agency respondents
MARKETING
MEASUREMENT
NIRVANA
8
Channel Investment ROMI Return
Brand Equity
Baseline
($100) n/a $40
Offline
TV, print, outdoor, etc
$7 330% $30
Direct
Direct mail, email, etc
$1 400% $5
Online
Search, display, social, etc
$2 1150% $25
What do you/your clients regard as the benefits of marketing attribution?
9
Better allocation
of budgets
across channels
Better understanding
of how digital
channels work
together
Insights into
consumer and
customer behaviour
Better understanding of
digital / offline
interactions
More accountability
for marketing
79%
72% 74%
59%
71%
54%
65%
50%
65%
58%
Company respondents Agency respondents
Download the full APAC Econsultancy study on the ‘State of Media Attribution’ http://data.li/apac-mastudy
What has been the primary impact of attribution on you/client spending?
Download the full APAC Econsultancy study on the ‘State of Media Attribution’ http://data.li/apac-mastudy 10
Increases in
spending across all
digital marketing
channels
Increase in spending
on some digital
marketing channels
No impact on digital
marketing spending
Decrease in spending
on some digital
marketing channels
Decrease in spending
across all digital
channels
11%
40%
30%
11% 9%
3%
54%
15% 19%
9%
Company respondents Agency respondents
MEDIA
ATTRIBUTION
APPROACHES
12
TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 CONVERSION
DISPLAY: $0 EMAIL: $0 SEARCH: $100 $100
DISPLAY: $100 EMAIL: $0 SEARCH: $0 $100
DISPLAY: $33 EMAIL: $33 SEARCH: $33 $100
DISPLAY: $30 EMAIL: $20 SEARCH: $50 $100
PATH TO
PURCHASE
LAST CLICK
ATTRIBUTION
FIRST CLICK
ATTRIBUTION
EVEN
ATTRIBUTION
CUSTOM
ATTRIBUTION
How would you rate the effectiveness of your attribution method?
Download the full APAC Econsultancy study on the ‘State of Media Attribution’ http://data.li/apac-mastudy 13
Very effective Somewhat effective Somewhat ineffective Very ineffective
Custom
modelling
First touch
or click
Position-based/
‘Time decay’
View-through Even allocation
(linear)
5%
41%
14%
41%
58%
27%
64%
15% 14%
56%
12%
6%
28%
73%
11%
27%
14
VS
TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N CONVERSION
TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N CONVERSION
LAST CLICK
ATTRIBUTION
CUSTOM,
ALGORITHMIC
0% 0% 0% 100%
45% 15% 10% 30%
DEVELOPING
ATTRIBUTION
MODELS
17
TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N ???
TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N CONVERSION
TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N CONVERSION
TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N CONVERSION
DISPLAY
INFLUENCES
OTHER CHANNELS
Facebook and Display ad click responses compared to search responses
19
DISPLAY
CLICKS ONLY
DISPLAY PRECEDING
(& LEADING TO) SEARCH
9.44x
ALL CHANNELS
REACH UNIQUE
AUDIENCES
21
100%
25%
34%
7%
17%
17%
All paths
Multi-channel
paths
Only SEM
Only eDM
Only Other
Display
Only
Facebook
% of converting paths
DISPLAY
INFLUENCES
CONVERSIONS
Conversion rate uplight from multiple display ad impressions
23
7.18
7.16
Facebook Other display
Uplift in
Conversion
Rate
CHANNELS BEING
OVER/UNDER-
VALUED
Other Referrals
Swing in revenue by channel
25
The results from our recent
media attribution study with
Facebook, which is the largest
of its kind globally right now,
have shown that last click
attribution is highly inaccurate
and significantly undervalues
certain media channels. As a
result, any media optimisation
decisions based on last click
attribution are likely to lead to
ineffective if not outright
dangerous budgeting
decisions.
% change in revenue - multi-touch attribution vs last-click attribution
When switching from last-click to multi-touch attribution
Display
Retargeting
Display Facebook
Other Display
Paid Search (SEM)
Direct
Organic Search
(SEO)
Email
2371%
911%
749%
2%
2%
-3%
-10%
-25%
830% average
MEDIA MIX
IMBALANCED
AS RESULT
Typical share of ad spend by channel compared to ROAS
27
Typical
ROAS
(Multi-touch
attribution model)
Typical share of spend
Display Facebook
Display retargeting
Paid Search (SEM)
Other Display
ACROSS
AND WITHIN
CHANNELS
29
Direct (Offline media/
existing brand equity)
SEO
Other referral
eDM
SEM
Display Facebook
Display Facebook
custom audiences
Display retargeting
Display performance
Display mobile
Display contextual
Display behavioural
Display awareness
N/A - not tracked in this study
N/A - no digital ad spend
N/A - no digital ad spend
N/A - no digital ad spend
N/A - no digital ad spend$1,020k
$1,059k
$66k
$117k
$236k
$60k
$63k
$40k
$25k
$17k
$12k
$5k
$1.34
$1.75
$3.39
$2.22
$1.20
$1.03
Revenue ROAS ($1 = Neutral)
$0.41
$0.48
UK DATA
SUPPORTS
IMBALANCE
31
Channel
or platform
Spending
(millions)
Share of
total spend
Share of
media time
Delta
Offline total £11,956 62% 51% +11%
Online total £7,194 38% 49% -11%
Mobile display £769 33% 48% -15%
Desktop display £1,504 67% 52% +15%
Mobile search £937 31% 38% +7%
Desktop search £2,085 69% 62% -7%
RESULTS OF
ATTRIBUTION
ADOPTION
Which digital channels have seen an increased budget as a result?
Download the full APAC Econsultancy study on the ‘State of Media Attribution’ http://data.li/apac-mastudy 33
Company respondents Agency respondents
Display advertising
Paid search
Social media advertising
(display on Facebook, etc.)
SEO
Content marketing
Social media marketing
Affiliate marketing
Mobile apps
Email
Video
64%
55%
41%
41%
36%
27%
23%
18%
18%
14%
50%
38%
47%
32%
27%
24%
12%
12%
12%
29%
Festival of Marketing Datalicious Marketing Attribution

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Festival of Marketing Datalicious Marketing Attribution

  • 1.
  • 2. HALF THE MONEY I SPEND ON ADVERTISING IS WASTED, THE TROUBLE IS I DON’T KNOW WHICH HALF. JOHN WANAMAKER
  • 3. Which vendor or vendors do you or your clients use for attribution? Download the full APAC Econsultancy study on the ‘State of Media Attribution’ http://data.li/apac-mastudy 5 Google Adobe Datalicious ClearSaleing Marin Software Kenshoo 50% 56% 44% 52% 31% 8% 13% 6% 8% 6% 16% 0% Company respondents Agency respondents
  • 5. 8 Channel Investment ROMI Return Brand Equity Baseline ($100) n/a $40 Offline TV, print, outdoor, etc $7 330% $30 Direct Direct mail, email, etc $1 400% $5 Online Search, display, social, etc $2 1150% $25
  • 6. What do you/your clients regard as the benefits of marketing attribution? 9 Better allocation of budgets across channels Better understanding of how digital channels work together Insights into consumer and customer behaviour Better understanding of digital / offline interactions More accountability for marketing 79% 72% 74% 59% 71% 54% 65% 50% 65% 58% Company respondents Agency respondents Download the full APAC Econsultancy study on the ‘State of Media Attribution’ http://data.li/apac-mastudy
  • 7. What has been the primary impact of attribution on you/client spending? Download the full APAC Econsultancy study on the ‘State of Media Attribution’ http://data.li/apac-mastudy 10 Increases in spending across all digital marketing channels Increase in spending on some digital marketing channels No impact on digital marketing spending Decrease in spending on some digital marketing channels Decrease in spending across all digital channels 11% 40% 30% 11% 9% 3% 54% 15% 19% 9% Company respondents Agency respondents
  • 9. 12 TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 CONVERSION DISPLAY: $0 EMAIL: $0 SEARCH: $100 $100 DISPLAY: $100 EMAIL: $0 SEARCH: $0 $100 DISPLAY: $33 EMAIL: $33 SEARCH: $33 $100 DISPLAY: $30 EMAIL: $20 SEARCH: $50 $100 PATH TO PURCHASE LAST CLICK ATTRIBUTION FIRST CLICK ATTRIBUTION EVEN ATTRIBUTION CUSTOM ATTRIBUTION
  • 10. How would you rate the effectiveness of your attribution method? Download the full APAC Econsultancy study on the ‘State of Media Attribution’ http://data.li/apac-mastudy 13 Very effective Somewhat effective Somewhat ineffective Very ineffective Custom modelling First touch or click Position-based/ ‘Time decay’ View-through Even allocation (linear) 5% 41% 14% 41% 58% 27% 64% 15% 14% 56% 12% 6% 28% 73% 11% 27%
  • 11. 14 VS TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N CONVERSION TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N CONVERSION LAST CLICK ATTRIBUTION CUSTOM, ALGORITHMIC 0% 0% 0% 100% 45% 15% 10% 30%
  • 12.
  • 14. 17 TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N ??? TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N CONVERSION TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N CONVERSION TOUCHPOINT 1 TOUCHPOINT 2 TOUCHPOINT 3 TOUCHPOINT N CONVERSION
  • 16. Facebook and Display ad click responses compared to search responses 19 DISPLAY CLICKS ONLY DISPLAY PRECEDING (& LEADING TO) SEARCH 9.44x
  • 18. 21 100% 25% 34% 7% 17% 17% All paths Multi-channel paths Only SEM Only eDM Only Other Display Only Facebook % of converting paths
  • 20. Conversion rate uplight from multiple display ad impressions 23 7.18 7.16 Facebook Other display Uplift in Conversion Rate
  • 22. Other Referrals Swing in revenue by channel 25 The results from our recent media attribution study with Facebook, which is the largest of its kind globally right now, have shown that last click attribution is highly inaccurate and significantly undervalues certain media channels. As a result, any media optimisation decisions based on last click attribution are likely to lead to ineffective if not outright dangerous budgeting decisions. % change in revenue - multi-touch attribution vs last-click attribution When switching from last-click to multi-touch attribution Display Retargeting Display Facebook Other Display Paid Search (SEM) Direct Organic Search (SEO) Email 2371% 911% 749% 2% 2% -3% -10% -25% 830% average
  • 24. Typical share of ad spend by channel compared to ROAS 27 Typical ROAS (Multi-touch attribution model) Typical share of spend Display Facebook Display retargeting Paid Search (SEM) Other Display
  • 26. 29 Direct (Offline media/ existing brand equity) SEO Other referral eDM SEM Display Facebook Display Facebook custom audiences Display retargeting Display performance Display mobile Display contextual Display behavioural Display awareness N/A - not tracked in this study N/A - no digital ad spend N/A - no digital ad spend N/A - no digital ad spend N/A - no digital ad spend$1,020k $1,059k $66k $117k $236k $60k $63k $40k $25k $17k $12k $5k $1.34 $1.75 $3.39 $2.22 $1.20 $1.03 Revenue ROAS ($1 = Neutral) $0.41 $0.48
  • 28. 31 Channel or platform Spending (millions) Share of total spend Share of media time Delta Offline total £11,956 62% 51% +11% Online total £7,194 38% 49% -11% Mobile display £769 33% 48% -15% Desktop display £1,504 67% 52% +15% Mobile search £937 31% 38% +7% Desktop search £2,085 69% 62% -7%
  • 30. Which digital channels have seen an increased budget as a result? Download the full APAC Econsultancy study on the ‘State of Media Attribution’ http://data.li/apac-mastudy 33 Company respondents Agency respondents Display advertising Paid search Social media advertising (display on Facebook, etc.) SEO Content marketing Social media marketing Affiliate marketing Mobile apps Email Video 64% 55% 41% 41% 36% 27% 23% 18% 18% 14% 50% 38% 47% 32% 27% 24% 12% 12% 12% 29%