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@MarkIrvine89 #pubcon
3 Strategies Anyone can use to Measure the Success Beyond The Last Click
Convert The Extra Point
@MarkIrvine89 #pubcon
Meet Mark Irvine
• Data Scientist at Wordstream in
Boston, MA
• Researches industry trends in PPC
• Been working Paid Search for 3 Years
• Before PPC Life, worked with NESN,
ESPN, & CBS Sports
@MarkIrvine89
@MarkIrvine89 #pubcon
The MLB was dominated by teams with
big pockets – who focused strongly on
buying players around a small set of
metrics.
The Oakland Athletics GM, Billy Beane,
found himself with a small budget, a
gutted team, and a radical idea.
Moneyball – Baseball in 2001
@MarkIrvine89 #pubcon
A Focus on New Metrics
Last Season’s Stats Recruit A Recruit B Recruit C
Age 22 25 31
HR 8 8 4
RBI 18 21 12
BA .313 .291 .222
On Base % .312 .321 .431
3 imaginary recruits
The focus of most MLB
General Managers
The focus of the
Oakland office
@MarkIrvine89 #pubcon
The 2002
Oakland A’s
won as many
games as the
New York
Yankees – with
only a third
their budget
Oakland A’s take 20 game winning streak
@MarkIrvine89 #pubcon
Small advertisers can’t afford to compete
by looking at all the same metrics –
They need to play smarter.
@MarkIrvine89 #pubcon
New Media Playing With Old Metrics
Metric Shopping Specific Product
Keywords
Broader
“Top of the Funnel”
Keywords
Click Volume 3,293 5,598 8,905
CTR 1.56% 2.96% 1.02%
CPA $92 $101 $233
Conversion Rate 1.86% 3.05% 0.65%
Conversions 61 170 58
Case study SMB
Account:
Initial Reaction:
Pause /pull back campaign!
@MarkIrvine89 #pubcon
Campaigns Provide Value Beyond CPA
 This campaign
produced a lot of
traffic – but
rarely ever
converted.
100
120
140
160
180
200
220
240
260
2,000 3,000 4,000 5,000 6,000 7,000 8,000 9,000 10,000
ConversionsFromAllOtherCampaigns
Clicks in Poor Campaign
Original Performance
Original Performance
@MarkIrvine89 #pubcon
Campaigns Provide Value Beyond CPA
 Without making
major changes to
any other
campaign, we
saw conversions
from other
campaigns begin
to fall off as a
result.100
120
140
160
180
200
220
240
260
2,000 3,000 4,000 5,000 6,000 7,000 8,000 9,000 10,000
ConversionsFromAllOtherCampaigns
Clicks in Poor Campaign
So We Pulled Back on the Campaign
Original Performance
Pulling Back on Poor
Performing Campaign
@MarkIrvine89 #pubcon
Campaigns Provide Value Beyond CPA
 In this case, not only did reducing this “poor converting”
campaign reduce direct conversions. It also:
• Reduced the search interest in other campaigns by
10%.
• Reduced the conversion rate in other search campaigns
by 26%.
• Reduced the conversion rate of all website traffic by
12%.
• Total online sales suffered an 18% drop.
@MarkIrvine89 #pubcon
Token Funnel Slide
These searchers
Become prospects
Become customers*! *But not always in
1 click
@MarkIrvine89 #pubcon
Attribution is Critical
89%
Of marketers
believe
attribution is
important.
Source: AdRoll
@MarkIrvine89 #pubcon
But Most Aren’t Thinking With It
But
66%
of marketers
use a single-
touch
attribution
model
Source: AdRoll
@MarkIrvine89 #pubcon
We all say we value attribution,
but we clearly don’t know how to.
@MarkIrvine89 #pubcon
Attribution Hat Trick
Today’s 3 Goals:
1. Discover Full Funnel Insight with
Conversion Paths
2. Choosing the Right Attribution Model
3. Attributing Online Action to Offline
Marketing
@MarkIrvine89 #pubcon
Follow Conversion Paths
#1:
Keep your eye on
the ball
@MarkIrvine89 #pubcon
Different Campaigns Need to Play Different Positions
 Some assist.
 They create new
opportunities
with new
audiences and
bring them
closer to your
goal.
 Some convert.
 They work with
your core audience
and bring them
directly to your
goal.
@MarkIrvine89 #pubcon
We Need To Use Smarter Metrics
 Conversion paths available on the Campaign, Ad Group, Keyword,
& Search Query levels!
@MarkIrvine89 #pubcon
Different Campaigns Need to Play Different Positions
 These are your
assisted
conversions.
 They create new
opportunities
with new
audiences and
bring them
closer to your
goal.
 These are your
direct
conversions
(last click).
 They work with
your core audience
and bring them
directly to your
goal.
@MarkIrvine89 #pubcon
Valuing Campaigns For What They’re Worth
 Assisted conversions can be integrated into your
decision metrics:
@MarkIrvine89 #pubcon
Choosing The Right Attribution Model
#2:
Know the Rules of
the Game
@MarkIrvine89 #pubcon
Not All Assists Are Worth The Same
Individual assists worth
LESS
Individual assists
worth MORE
@MarkIrvine89 #pubcon
Not All Assists Are Worth The Same
Individual assists worth
LESS
Individual assists
worth MORE
Products or services with
a short buying cycle
or low profit margins on advertising.
Products or services with
a long buying cycle
or high profit margins on advertising.
@MarkIrvine89 #pubcon
Google Attribution Models
Model First Click Value Middle Clicks Value Last Click Value
Last Interaction
(Default for Google Analytics)
0% 0% 100%
Last Non-Direct Click 0% 100% (All on the last
non-direct click)
0% (If Direct)
Last AdWords Click
(Default for AdWords)
0% 100% (All on the last
AdWords click)
0% (If not AdWords)
First Interaction 100% 0% 0%
Linear Equal Equal Equal
Time Decay Least More Most
Position Based 40% 20% (Split Evenly) 40%
Data Driven
(Available within GA Premium
– soon to be rolled out further)
Based on source Based on source Based on source
@MarkIrvine89 #pubcon
Position Based
 Position based modeling heavily values the first and last
clicks
 Ideal when your campaigns are designed to educate about
your product.
 Great for when you’re trying to create a demand for your
niche.
@MarkIrvine89 #pubcon
Time Decay
 Time Decay modeling heavily values the most recent
clicks.
 Ideal when your campaigns are designed to differentiate
yourself from competitors.
 Great if you have several campaigns targeting the same
users while they’re evaluating their potential purchase.
@MarkIrvine89 #pubcon
Comparing Models
@MarkIrvine89 #pubcon
Work Other Channels Into Your Model
#3:
Be a Team
Player
@MarkIrvine89 #pubcon
We Live in A Multi-Device World
@MarkIrvine89 #pubcon
Offline Media Creates Online Action
0%
100%
200%
300%
400%
500%
600%
700%
Shareoftypicalactivewebsiteusers
Time
Website Visitors Following Regional TV Buy
Active Website Visitors
2:29 – 6x active users
1:55 - Ad
airs
2:02 – 6x active
users
2:23 – Traffic
10% Elevated.
Ad airs.
2:46 – Traffic
20% Elevated.
@MarkIrvine89 #pubcon
Think Mobile First
@MarkIrvine89 #pubcon
We’re Looking At Multiple Screens – At the Same Time!
 Source: “The New Multi-
Screen World Study”,
 Think With Google, 2012
Mobile users are
3x more likely
to respond to a
commercial
@MarkIrvine89 #pubcon
Recap
1. Use Conversion Paths & Assisted
Conversion metrics to fully value your
campaigns.
2. Find an Attribution Model that aligns with
your marketing goals
3. Value other channels for their contribution

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Convert the Extra Point - 3 Strategies Anyone Can Use to Measure the Success Beyond The Last Click

  • 1. @MarkIrvine89 #pubcon 3 Strategies Anyone can use to Measure the Success Beyond The Last Click Convert The Extra Point
  • 2. @MarkIrvine89 #pubcon Meet Mark Irvine • Data Scientist at Wordstream in Boston, MA • Researches industry trends in PPC • Been working Paid Search for 3 Years • Before PPC Life, worked with NESN, ESPN, & CBS Sports @MarkIrvine89
  • 3. @MarkIrvine89 #pubcon The MLB was dominated by teams with big pockets – who focused strongly on buying players around a small set of metrics. The Oakland Athletics GM, Billy Beane, found himself with a small budget, a gutted team, and a radical idea. Moneyball – Baseball in 2001
  • 4. @MarkIrvine89 #pubcon A Focus on New Metrics Last Season’s Stats Recruit A Recruit B Recruit C Age 22 25 31 HR 8 8 4 RBI 18 21 12 BA .313 .291 .222 On Base % .312 .321 .431 3 imaginary recruits The focus of most MLB General Managers The focus of the Oakland office
  • 5. @MarkIrvine89 #pubcon The 2002 Oakland A’s won as many games as the New York Yankees – with only a third their budget Oakland A’s take 20 game winning streak
  • 6. @MarkIrvine89 #pubcon Small advertisers can’t afford to compete by looking at all the same metrics – They need to play smarter.
  • 7. @MarkIrvine89 #pubcon New Media Playing With Old Metrics Metric Shopping Specific Product Keywords Broader “Top of the Funnel” Keywords Click Volume 3,293 5,598 8,905 CTR 1.56% 2.96% 1.02% CPA $92 $101 $233 Conversion Rate 1.86% 3.05% 0.65% Conversions 61 170 58 Case study SMB Account: Initial Reaction: Pause /pull back campaign!
  • 8. @MarkIrvine89 #pubcon Campaigns Provide Value Beyond CPA  This campaign produced a lot of traffic – but rarely ever converted. 100 120 140 160 180 200 220 240 260 2,000 3,000 4,000 5,000 6,000 7,000 8,000 9,000 10,000 ConversionsFromAllOtherCampaigns Clicks in Poor Campaign Original Performance Original Performance
  • 9. @MarkIrvine89 #pubcon Campaigns Provide Value Beyond CPA  Without making major changes to any other campaign, we saw conversions from other campaigns begin to fall off as a result.100 120 140 160 180 200 220 240 260 2,000 3,000 4,000 5,000 6,000 7,000 8,000 9,000 10,000 ConversionsFromAllOtherCampaigns Clicks in Poor Campaign So We Pulled Back on the Campaign Original Performance Pulling Back on Poor Performing Campaign
  • 10. @MarkIrvine89 #pubcon Campaigns Provide Value Beyond CPA  In this case, not only did reducing this “poor converting” campaign reduce direct conversions. It also: • Reduced the search interest in other campaigns by 10%. • Reduced the conversion rate in other search campaigns by 26%. • Reduced the conversion rate of all website traffic by 12%. • Total online sales suffered an 18% drop.
  • 11. @MarkIrvine89 #pubcon Token Funnel Slide These searchers Become prospects Become customers*! *But not always in 1 click
  • 12. @MarkIrvine89 #pubcon Attribution is Critical 89% Of marketers believe attribution is important. Source: AdRoll
  • 13. @MarkIrvine89 #pubcon But Most Aren’t Thinking With It But 66% of marketers use a single- touch attribution model Source: AdRoll
  • 14. @MarkIrvine89 #pubcon We all say we value attribution, but we clearly don’t know how to.
  • 15. @MarkIrvine89 #pubcon Attribution Hat Trick Today’s 3 Goals: 1. Discover Full Funnel Insight with Conversion Paths 2. Choosing the Right Attribution Model 3. Attributing Online Action to Offline Marketing
  • 16. @MarkIrvine89 #pubcon Follow Conversion Paths #1: Keep your eye on the ball
  • 17. @MarkIrvine89 #pubcon Different Campaigns Need to Play Different Positions  Some assist.  They create new opportunities with new audiences and bring them closer to your goal.  Some convert.  They work with your core audience and bring them directly to your goal.
  • 18. @MarkIrvine89 #pubcon We Need To Use Smarter Metrics  Conversion paths available on the Campaign, Ad Group, Keyword, & Search Query levels!
  • 19. @MarkIrvine89 #pubcon Different Campaigns Need to Play Different Positions  These are your assisted conversions.  They create new opportunities with new audiences and bring them closer to your goal.  These are your direct conversions (last click).  They work with your core audience and bring them directly to your goal.
  • 20. @MarkIrvine89 #pubcon Valuing Campaigns For What They’re Worth  Assisted conversions can be integrated into your decision metrics:
  • 21. @MarkIrvine89 #pubcon Choosing The Right Attribution Model #2: Know the Rules of the Game
  • 22. @MarkIrvine89 #pubcon Not All Assists Are Worth The Same Individual assists worth LESS Individual assists worth MORE
  • 23. @MarkIrvine89 #pubcon Not All Assists Are Worth The Same Individual assists worth LESS Individual assists worth MORE Products or services with a short buying cycle or low profit margins on advertising. Products or services with a long buying cycle or high profit margins on advertising.
  • 24. @MarkIrvine89 #pubcon Google Attribution Models Model First Click Value Middle Clicks Value Last Click Value Last Interaction (Default for Google Analytics) 0% 0% 100% Last Non-Direct Click 0% 100% (All on the last non-direct click) 0% (If Direct) Last AdWords Click (Default for AdWords) 0% 100% (All on the last AdWords click) 0% (If not AdWords) First Interaction 100% 0% 0% Linear Equal Equal Equal Time Decay Least More Most Position Based 40% 20% (Split Evenly) 40% Data Driven (Available within GA Premium – soon to be rolled out further) Based on source Based on source Based on source
  • 25. @MarkIrvine89 #pubcon Position Based  Position based modeling heavily values the first and last clicks  Ideal when your campaigns are designed to educate about your product.  Great for when you’re trying to create a demand for your niche.
  • 26. @MarkIrvine89 #pubcon Time Decay  Time Decay modeling heavily values the most recent clicks.  Ideal when your campaigns are designed to differentiate yourself from competitors.  Great if you have several campaigns targeting the same users while they’re evaluating their potential purchase.
  • 28. @MarkIrvine89 #pubcon Work Other Channels Into Your Model #3: Be a Team Player
  • 29. @MarkIrvine89 #pubcon We Live in A Multi-Device World
  • 30. @MarkIrvine89 #pubcon Offline Media Creates Online Action 0% 100% 200% 300% 400% 500% 600% 700% Shareoftypicalactivewebsiteusers Time Website Visitors Following Regional TV Buy Active Website Visitors 2:29 – 6x active users 1:55 - Ad airs 2:02 – 6x active users 2:23 – Traffic 10% Elevated. Ad airs. 2:46 – Traffic 20% Elevated.
  • 32. @MarkIrvine89 #pubcon We’re Looking At Multiple Screens – At the Same Time!  Source: “The New Multi- Screen World Study”,  Think With Google, 2012 Mobile users are 3x more likely to respond to a commercial
  • 33. @MarkIrvine89 #pubcon Recap 1. Use Conversion Paths & Assisted Conversion metrics to fully value your campaigns. 2. Find an Attribution Model that aligns with your marketing goals 3. Value other channels for their contribution

Editor's Notes

  1. Combine this with past slide
  2. Consider removing – think fumble
  3. Fewer words
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  5. Feel free to experiment with different layouts – just be sure the footer is visible in most of your slides.
  6. Feel free to experiment with different layouts – just be sure the footer is visible in most of your slides.
  7. Relate ad to position in attribution
  8. Relate back to SMB assist notion