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BRIGHT IDEAS
START HERE.
2015 SUMMIT MONTREAL | JULY
29+30
Creating an Ad Testing Framework
BRIGHT IDEAS
START HERE.
©2015 All rights reserved 2ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
MEET THE SPEAKERS
Stewart Sullivan
Campaign Manager
Display, Acquisio
Brad Geddes
Co-founder,
AdAlysis
Sandra Jimenez
Campaign Manager
Display, Acquisio
Ryan Saurer
Director of Strategic
Partnerships, Boost
Media
BRIGHT IDEAS
START HERE.
2015 SUMMIT MONTREAL | JULY
29+30
Creative (Testing) Matters
BRIGHT IDEAS
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©2015 All rights reserved 4ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
The Current State of Search Messaging
ADCOPY
KEYWORDS
KEYWORDS BIDS AD COPY
BRIGHT IDEAS
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©2015 All rights reserved 5ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
The Current State of Search Messaging
ADCOPY
KEYWORDS
KEYWORDS BIDS AD COPY
BRIGHT IDEAS
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©2015 All rights reserved 6ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Examining an Account
0.00%
2.00%
4.00%
6.00%
8.00%
10.00%
12.00%
0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100%
Healthier Account
High Volume,
High Opportunity
Low Volume,
Limited Opportunity
% of Ad Groups
%ofSpend
BRIGHT IDEAS
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©2015 All rights reserved 7ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
A Strong Testing Culture
Gather
information
DATA
ANALYSIS
INSIGHTS
Interpret
findings
Apply
analyses
BRIGHT IDEAS
START HERE.
©2015 All rights reserved 8ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
A Strong Testing Culture
Gather
information
DATA
ANALYSIS
INSIGHTS
Interpret
findings
Apply
analyses
BRIGHT IDEAS
START HERE.
©2015 All rights reserved 9ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
A Strong Testing Culture
Gather
information
DATA
ANALYSIS
INSIGHTS
Interpret
findings
Apply
analyses
BRIGHT IDEAS
START HERE.
©2015 All rights reserved 10ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
A Strong Testing Culture
Gather
information
DATA
ANALYSIS
INSIGHTS
Interpret
findings
Apply
analyses
BRIGHT IDEAS
START HERE.
©2015 All rights reserved 11ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
{Keyword: Optimize Your Creative}
Increased Profitability, Time Savings,
& Better Customer Insights. Try Now !
BoostMedia.com/CreativeMatters
Value Proposition
Risk
Mitigation
D1
Punctuation
Call to Action
URL Suffix
Features
URL
Benefits
Capitalization
Headline
Body Lines
Display URL
DKI
BRIGHT IDEAS
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©2015 All rights reserved 12ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Specifics: pricing, # of styles
Key differences
Benefits of product or service
Keyword alignment
Calls to action
Special offers
Risk mitigation
Synonyms within the ad
Punctuation
Display URL
10 Elements to Test
1
2
3
4
5
6
7
8
9
1
0
BRIGHT IDEAS
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©2015 All rights reserved 13ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
The Boost Methodology
1. Run a test
2. Challenger outperforms incumbent
3. Declare challenger winner
1. Realized incremental value
Primary Success
Metrics
Secondary Success
Metrics
• Clicks (CTR)
• Conversions (CPI)
• Revenue (RPI)
• CPA
• CPC
• Positioning
• Impression Share
• MPI
BRIGHT IDEAS
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©2015 All rights reserved 14ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Lexical Analysis
Top Performing Words (by CTR)
always
money
range
orlando
lincoln
tampa
straight
moment
mobile
suit
spur
huge
group
site
saving
redeem
one
early
try
three
heartbest
earth
dads
largeofficial
orland
savings
small
thanks
tree
way
mom
make
CTR
Having insight on exactly which
words and phrases resonate
with your target audience is
crucial to optimizing ad creative.
2.00% 15.00%
BRIGHT IDEAS
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©2015 All rights reserved 15ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Case Study: Digital Marketing Agency
Challenge: Like many marketing agencies, this agency is often under pressure to quickly produce hundreds
or even thousands of ad creative ideas to support client promotions.
Outcomes: This agency drove major increases in CPI, ROAS, and RPI. Additionally, they were able to
augment their search business and add a travel client, with which they garnered a 49% CTR.
RESULTS: +379%
RPI
+399%
ROAS
+112%
CPI
Retail Client
BRIGHT IDEAS
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©2015 All rights reserved 16ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Contact Me:
Ryan.Saurer@BoostMedia.com
Download our Whitepaper on Creative Optimization:
http://bit.ly/UnlockingPaidSearch
BRIGHT IDEAS
START HERE.
2015 SUMMIT MONTREAL | JULY
29+30
Thank you!
BRIGHT IDEAS
START HERE.
2015 SUMMIT MONTREAL | JULY
29+30
Creating an Ad Testing Framework
BRIGHT IDEAS
START HERE.
©2015 All rights reserved 19ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Optimization & Testing - Display Advertising
Diving Into the Granularity of a Display
Campaign
BRIGHT IDEAS
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©2015 All rights reserved 20ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Overview
 Variables to Test
 Ad Frequency, Recency & Day Parting
 Placement, Fold, Ad Format & Ad Size
 Technology & Mobile
 Video
 Summary
BRIGHT IDEAS
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©2015 All rights reserved 21ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Ad Format
Fold
Placement
Creative
Operating
System
Browser
Device Type
Operating
System
User Day of
Week
User Hour of
Day
Recency
Sales Cycle
Frequency
Supply
Source
Site
Category
Site
Country
State/Region
DMA
City/Town
Variables to Test
BRIGHT IDEAS
START HERE.
©2015 All rights reserved 22ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Ad Frequency, Recency & Day Parting
 Changing Ad Frequency
 Adjusting Ad Serving Times based on Recency Window
 User Time of Day & Day of Week
BRIGHT IDEAS
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©2015 All rights reserved 23ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Example – Recency Data
BRIGHT IDEAS
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©2015 All rights reserved 24ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Placement, Fold, Ad Format & Ad Size
 Verticals & Blacklisting: Changing, Adding or Removing inventory
 Flash ads VS Static ads
 160x600, 300x250 and 728x90 represent approx. 65% of inventory on the exchanges
 Above the Fold Vs Below the Fold
BRIGHT IDEAS
START HERE.
©2015 All rights reserved 25ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Technology & Mobile
 Optimize by:
 Device Type
 Operating System
 Browser
 Model
 +900 testing combinations!
 Mobile Channel Targeting: In-App, Mobile-Optimized Web and Mobile Web
BRIGHT IDEAS
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©2015 All rights reserved 26ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Example – OS Data
OS Family
Impressions Bid
On
Impressions
Won
Win Rate Cost Avg Bid eCPM Clicks CTR eCPC CTC-1 VTC-1 TC-1 eCPA TC-1
Android 212,615 17,609 8.28% 14.69$ 0.64$ 0.83$ 22 0.125% 0.67$ 0 0 0
iOS 108,475 6,987 6.44% 7.44$ 0.74$ 1.07$ 12 0.172% 0.62$ 1 0 1 7.44$
Linux 147,786 9,587 6.49% 12.99$ 0.95$ 1.35$ 12 0.125% 1.08$ 3 1 4 3.25$
OSX 3,840,302 133,686 3.48% 215.30$ 0.97$ 1.61$ 113 0.085% 1.91$ 28 21 49 4.39$
Other 22,091 1,466 6.64% 1.73$ 1.06$ 1.18$ 4 0.273% 0.43$ 0 0 0
Windows 9,574,927 422,654 4.41% 646.36$ 0.99$ 1.53$ 489 0.116% 1.32$ 88 46 134 4.82$
WindowsPhone 6,246 570 9.13% 0.40$ 0.49$ 0.70$ 2 0.351% 0.20$ 0 0 0
(blank) 23,217 345 1.49% 0.74$ 0.82$ 2.13$ 0 0.000% 0 0 0
Grand Total 13,935,659 592,904 4.25% 899.65$ 0.97$ 1.52$ 654 0.110% 1.38$ 120 68 188 4.79$
BRIGHT IDEAS
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©2015 All rights reserved 27ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Video
 Small player VS Large player
 Video length – 15s, 30s & 60s inventory
 Skippable VS Non-Skippable
 Quality –User generated, Professional or Prosumer
 Video Completion Rate
BRIGHT IDEAS
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©2015 All rights reserved 28ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Summary
 More levers to test than other mediums (Search, Email, Social)
 Small Changes, Big Differences
 Ongoing process –Don’t set it and forget it!
 Make sure you have access to granular levers
 Testing a Managed Service
BRIGHT IDEAS
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2015 SUMMIT MONTREAL | JULY
29+30
Thank you!
BRIGHT IDEAS
START HERE.
2015 SUMMIT MONTREAL | JULY
29+30
Creating Scientific Ad Tests
BRIGHT IDEAS
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©2015 All rights reserved 31ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
About Me
Let’s Connect
@bgTheory
in/ewhisper
Founder, Certified Knowledge
Co-Founder, AdAlysis
Author, Advanced Google AdWords
Brad Geddes
BRIGHT IDEAS
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©2015 All rights reserved 32ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Ad Testing is Improvement and/or Insights
BRIGHT IDEAS
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©2015 All rights reserved 33ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
A/B Testing – Known as Single Ad Group Testing
BRIGHT IDEAS
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©2015 All rights reserved 34ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Multi-Ad Group Testing
Idea 1
Idea 2
Idea 3
Idea 4
Idea 5
BRIGHT IDEAS
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©2015 All rights reserved 35ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Use Cases
Single Ad Group Testing
Insights within an ad group
-Best for high traffic ad groups
-Best for Brand ad groups
-Good for other ad groups after
you’ve done some multi-ad
group testing for global
insights
Multi-Ad Group Testing
Insights across a segment
-Best for template created
ads
-Best for small data accounts
-Best for market research
BRIGHT IDEAS
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©2015 All rights reserved 36ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Quick Market Research Example
BRIGHT IDEAS
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©2015 All rights reserved 37ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Rush Shipping Vs Fast Shipping
Ad CTR Conv Rate CPI Avg Order
Fast & Free
Shipping
4.96% 4.22% 0.209% $71.32
Rush Shipping 5.13% 4.32% 0.225% $357.91
BRIGHT IDEAS
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©2015 All rights reserved 38ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Segmenting by Consumer Type: B2B vs B2C
Type Ad CTR Conv Rate RPI
B2B Fast & Free
Shipping
2.31% 3.46% 0.286328
B2B Rush Shipping 5.47% 5.30% 1.037939
B2C Fast & Free
Shipping
4.02% 4.73% 0.137408
B2C Rush Shipping 1.96% 3.05% 0.043392
BRIGHT IDEAS
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©2015 All rights reserved 39ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Apply Insights to Ad Writing
 Segment by B2B vs B2C
 For B2B – use ‘rush shipping’
 For B2C – use ‘free shipping’
 Next Steps:
 Examine the branded terms, RLSAs and remarketing lists and see if there’s a good way to match the
shipping type to the ads.
 Can we change the landing page to match the shipping?
BRIGHT IDEAS
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©2015 All rights reserved 40ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
How to Start Testing
BRIGHT IDEAS
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©2015 All rights reserved 41ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Determine Your Segments
Basic Segments:
• Your brand
• 3rd party brands
• Products
• Informational
• Long tail
• By buying cycle entrance
• Etc…
Ad Type:
• Text ads
• DSAs
• Image ads
• Call only ads
• HSAs
• etc…
Devices:
• Mobile
• Desktops
• All
BRIGHT IDEAS
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©2015 All rights reserved 42ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Define Your Testing Metrics
Metric Best Usage
CTR: Click Through Rate Max Traffic (note: CPI is usually still better)
Conversion rate Most conversions from landing page
CPI: Conversion per Impression Most conversions possible
CPA: Cost per Conversion Lowering cost per conversion
ROAS: Return on Ad Spend Hitting ROAS goals
RPI: Revenue per Impression Maximizing revenue
BRIGHT IDEAS
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©2015 All rights reserved 43ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
What Minimum Data To Define
Metric Impressions Clicks Conversions Timeframe
CTR Yes Optional Yes
CPA Yes Yes
Conversion rate Optional Yes Yes
CPI Yes Optional Yes
ROAS Yes Yes
RPI Yes Optional Yes
BRIGHT IDEAS
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©2015 All rights reserved 44ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Define Minimum Data
Impressions Clicks Conversions
Low Traffic 350 300 7
Mid Traffic 750 500 13
High Traffic 1000 1000 20
Well known brand terms 100,000 10,000 100 - 1000
The MINIMUM Data – It’s OK to have HIGHER Minimums
BRIGHT IDEAS
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©2015 All rights reserved 45ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Define Minimum Confidence Levels
Term Type Minimum Confidence
Long Tail Keywords 90%
Mid data terms 90% – 95%
3rd Party Brands you Sell 90% (small brands) to 95% (large brands)
Top Keywords (the ones you watch daily) 95% - 99%
Your Brad Terms 99%
BRIGHT IDEAS
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©2015 All rights reserved 46ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Define Maximum Data
 Option 1:
 3 months
 Option 2:
 Define maximums for each metric
 Define timeframes
BRIGHT IDEAS
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©2015 All rights reserved 47ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Test by Device (if appropriate)
Count of Ad
Row Labels Mobile All Effective Device
Ad Group 1 2 All
Ad Group 2 None
Ad Group 3 1 2 Mobile/Desktop
Ad Group 4 3 1 Mobile/Desktop
Ad Group 5 10 All
Ad Group 6 2 6 Mobile/Desktop
Ad Group 7 1 7 Mobile/Desktop
Ad Group 8 1 6 Mobile/Desktop
Ad Group 9 7 All
BRIGHT IDEAS
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©2015 All rights reserved 48ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Note: Google Changes Ad Formats on Mobile Devices
BRIGHT IDEAS
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©2015 All rights reserved 49ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Actions
 If below minimum data, wait.
 If above minimum, calculate confidence factors
 If below minimum confidence – wait
 If above minimum confidence – take action
 If above maximum data and a test has no results, take action
 Action = Pausing loser OR pausing loser & creating new challenger
 In the case of multi-ad group testing: Replace entire string with a new pattern to test
 (optional): Use insight in other areas, such as email, landing pages, etc
BRIGHT IDEAS
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©2015 All rights reserved 50ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
See Ad Testing Results in Acquisio
BRIGHT IDEAS
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©2015 All rights reserved 51ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
At AdAlysis…
We want everyone to do what they do best!
People = Creativity
Computers = Math, statistics, and pattern recognition
BRIGHT IDEAS
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©2015 All rights reserved 52ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
AdAlysis
• Single ad group tests automatically created
• (optional) Define minimum data
• (optional) Define confidence factors
• Test up to 6 metrics
• Get alerts when there are no results
• Test patterns or labels across ad groups
• See global insights
• Support for AdWords & Bing Ads
• Works with text, rich media, DSAs, customizers, etc
• Only work on actionable data
BRIGHT IDEAS
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©2015 All rights reserved 53ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
Recap
 Determine what you want to test:
 Single ad group
 Multi-ad group
 Define:
 Testing metrics
 Minimum data
 Maximum data
 Segments
 Confidence levels per segment
 Run Your test
 When you reach minimum data:
 Run confidence calculations
 If winners & losers – take action
 If no winners – wait
 When you reach max data
 Pause test and reset
 When you have winners in Multi-Ad
Group testing:
 Apply that data to other channels
BRIGHT IDEAS
START HERE.
©2015 All rights reserved 54ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit
If You’re Interested in Learning More About AdAlysis
 Contact your Acquisio Rep
 The AdAlysis connector is Free
 Learn More
 AdAlysis.com
 FREE 30 Day Trial
 Contact Brad Geddes
 http://adalysis.com/contact/
 Twitter: @bgTheory
 LinkedIN: /in/ewhisper
BRIGHT IDEAS
START HERE.
2015 SUMMIT MONTREAL | JULY
29+30
Thank you! Questions?

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Creating an ad testing framework final

  • 1. BRIGHT IDEAS START HERE. 2015 SUMMIT MONTREAL | JULY 29+30 Creating an Ad Testing Framework
  • 2. BRIGHT IDEAS START HERE. ©2015 All rights reserved 2ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit MEET THE SPEAKERS Stewart Sullivan Campaign Manager Display, Acquisio Brad Geddes Co-founder, AdAlysis Sandra Jimenez Campaign Manager Display, Acquisio Ryan Saurer Director of Strategic Partnerships, Boost Media
  • 3. BRIGHT IDEAS START HERE. 2015 SUMMIT MONTREAL | JULY 29+30 Creative (Testing) Matters
  • 4. BRIGHT IDEAS START HERE. ©2015 All rights reserved 4ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit The Current State of Search Messaging ADCOPY KEYWORDS KEYWORDS BIDS AD COPY
  • 5. BRIGHT IDEAS START HERE. ©2015 All rights reserved 5ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit The Current State of Search Messaging ADCOPY KEYWORDS KEYWORDS BIDS AD COPY
  • 6. BRIGHT IDEAS START HERE. ©2015 All rights reserved 6ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Examining an Account 0.00% 2.00% 4.00% 6.00% 8.00% 10.00% 12.00% 0% 5% 10% 15% 20% 25% 30% 35% 40% 45% 50% 55% 60% 65% 70% 75% 80% 85% 90% 95% 100% Healthier Account High Volume, High Opportunity Low Volume, Limited Opportunity % of Ad Groups %ofSpend
  • 7. BRIGHT IDEAS START HERE. ©2015 All rights reserved 7ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit A Strong Testing Culture Gather information DATA ANALYSIS INSIGHTS Interpret findings Apply analyses
  • 8. BRIGHT IDEAS START HERE. ©2015 All rights reserved 8ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit A Strong Testing Culture Gather information DATA ANALYSIS INSIGHTS Interpret findings Apply analyses
  • 9. BRIGHT IDEAS START HERE. ©2015 All rights reserved 9ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit A Strong Testing Culture Gather information DATA ANALYSIS INSIGHTS Interpret findings Apply analyses
  • 10. BRIGHT IDEAS START HERE. ©2015 All rights reserved 10ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit A Strong Testing Culture Gather information DATA ANALYSIS INSIGHTS Interpret findings Apply analyses
  • 11. BRIGHT IDEAS START HERE. ©2015 All rights reserved 11ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit {Keyword: Optimize Your Creative} Increased Profitability, Time Savings, & Better Customer Insights. Try Now ! BoostMedia.com/CreativeMatters Value Proposition Risk Mitigation D1 Punctuation Call to Action URL Suffix Features URL Benefits Capitalization Headline Body Lines Display URL DKI
  • 12. BRIGHT IDEAS START HERE. ©2015 All rights reserved 12ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Specifics: pricing, # of styles Key differences Benefits of product or service Keyword alignment Calls to action Special offers Risk mitigation Synonyms within the ad Punctuation Display URL 10 Elements to Test 1 2 3 4 5 6 7 8 9 1 0
  • 13. BRIGHT IDEAS START HERE. ©2015 All rights reserved 13ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit The Boost Methodology 1. Run a test 2. Challenger outperforms incumbent 3. Declare challenger winner 1. Realized incremental value Primary Success Metrics Secondary Success Metrics • Clicks (CTR) • Conversions (CPI) • Revenue (RPI) • CPA • CPC • Positioning • Impression Share • MPI
  • 14. BRIGHT IDEAS START HERE. ©2015 All rights reserved 14ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Lexical Analysis Top Performing Words (by CTR) always money range orlando lincoln tampa straight moment mobile suit spur huge group site saving redeem one early try three heartbest earth dads largeofficial orland savings small thanks tree way mom make CTR Having insight on exactly which words and phrases resonate with your target audience is crucial to optimizing ad creative. 2.00% 15.00%
  • 15. BRIGHT IDEAS START HERE. ©2015 All rights reserved 15ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Case Study: Digital Marketing Agency Challenge: Like many marketing agencies, this agency is often under pressure to quickly produce hundreds or even thousands of ad creative ideas to support client promotions. Outcomes: This agency drove major increases in CPI, ROAS, and RPI. Additionally, they were able to augment their search business and add a travel client, with which they garnered a 49% CTR. RESULTS: +379% RPI +399% ROAS +112% CPI Retail Client
  • 16. BRIGHT IDEAS START HERE. ©2015 All rights reserved 16ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Contact Me: Ryan.Saurer@BoostMedia.com Download our Whitepaper on Creative Optimization: http://bit.ly/UnlockingPaidSearch
  • 17. BRIGHT IDEAS START HERE. 2015 SUMMIT MONTREAL | JULY 29+30 Thank you!
  • 18. BRIGHT IDEAS START HERE. 2015 SUMMIT MONTREAL | JULY 29+30 Creating an Ad Testing Framework
  • 19. BRIGHT IDEAS START HERE. ©2015 All rights reserved 19ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Optimization & Testing - Display Advertising Diving Into the Granularity of a Display Campaign
  • 20. BRIGHT IDEAS START HERE. ©2015 All rights reserved 20ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Overview  Variables to Test  Ad Frequency, Recency & Day Parting  Placement, Fold, Ad Format & Ad Size  Technology & Mobile  Video  Summary
  • 21. BRIGHT IDEAS START HERE. ©2015 All rights reserved 21ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Ad Format Fold Placement Creative Operating System Browser Device Type Operating System User Day of Week User Hour of Day Recency Sales Cycle Frequency Supply Source Site Category Site Country State/Region DMA City/Town Variables to Test
  • 22. BRIGHT IDEAS START HERE. ©2015 All rights reserved 22ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Ad Frequency, Recency & Day Parting  Changing Ad Frequency  Adjusting Ad Serving Times based on Recency Window  User Time of Day & Day of Week
  • 23. BRIGHT IDEAS START HERE. ©2015 All rights reserved 23ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Example – Recency Data
  • 24. BRIGHT IDEAS START HERE. ©2015 All rights reserved 24ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Placement, Fold, Ad Format & Ad Size  Verticals & Blacklisting: Changing, Adding or Removing inventory  Flash ads VS Static ads  160x600, 300x250 and 728x90 represent approx. 65% of inventory on the exchanges  Above the Fold Vs Below the Fold
  • 25. BRIGHT IDEAS START HERE. ©2015 All rights reserved 25ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Technology & Mobile  Optimize by:  Device Type  Operating System  Browser  Model  +900 testing combinations!  Mobile Channel Targeting: In-App, Mobile-Optimized Web and Mobile Web
  • 26. BRIGHT IDEAS START HERE. ©2015 All rights reserved 26ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Example – OS Data OS Family Impressions Bid On Impressions Won Win Rate Cost Avg Bid eCPM Clicks CTR eCPC CTC-1 VTC-1 TC-1 eCPA TC-1 Android 212,615 17,609 8.28% 14.69$ 0.64$ 0.83$ 22 0.125% 0.67$ 0 0 0 iOS 108,475 6,987 6.44% 7.44$ 0.74$ 1.07$ 12 0.172% 0.62$ 1 0 1 7.44$ Linux 147,786 9,587 6.49% 12.99$ 0.95$ 1.35$ 12 0.125% 1.08$ 3 1 4 3.25$ OSX 3,840,302 133,686 3.48% 215.30$ 0.97$ 1.61$ 113 0.085% 1.91$ 28 21 49 4.39$ Other 22,091 1,466 6.64% 1.73$ 1.06$ 1.18$ 4 0.273% 0.43$ 0 0 0 Windows 9,574,927 422,654 4.41% 646.36$ 0.99$ 1.53$ 489 0.116% 1.32$ 88 46 134 4.82$ WindowsPhone 6,246 570 9.13% 0.40$ 0.49$ 0.70$ 2 0.351% 0.20$ 0 0 0 (blank) 23,217 345 1.49% 0.74$ 0.82$ 2.13$ 0 0.000% 0 0 0 Grand Total 13,935,659 592,904 4.25% 899.65$ 0.97$ 1.52$ 654 0.110% 1.38$ 120 68 188 4.79$
  • 27. BRIGHT IDEAS START HERE. ©2015 All rights reserved 27ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Video  Small player VS Large player  Video length – 15s, 30s & 60s inventory  Skippable VS Non-Skippable  Quality –User generated, Professional or Prosumer  Video Completion Rate
  • 28. BRIGHT IDEAS START HERE. ©2015 All rights reserved 28ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Summary  More levers to test than other mediums (Search, Email, Social)  Small Changes, Big Differences  Ongoing process –Don’t set it and forget it!  Make sure you have access to granular levers  Testing a Managed Service
  • 29. BRIGHT IDEAS START HERE. 2015 SUMMIT MONTREAL | JULY 29+30 Thank you!
  • 30. BRIGHT IDEAS START HERE. 2015 SUMMIT MONTREAL | JULY 29+30 Creating Scientific Ad Tests
  • 31. BRIGHT IDEAS START HERE. ©2015 All rights reserved 31ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit About Me Let’s Connect @bgTheory in/ewhisper Founder, Certified Knowledge Co-Founder, AdAlysis Author, Advanced Google AdWords Brad Geddes
  • 32. BRIGHT IDEAS START HERE. ©2015 All rights reserved 32ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Ad Testing is Improvement and/or Insights
  • 33. BRIGHT IDEAS START HERE. ©2015 All rights reserved 33ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit A/B Testing – Known as Single Ad Group Testing
  • 34. BRIGHT IDEAS START HERE. ©2015 All rights reserved 34ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Multi-Ad Group Testing Idea 1 Idea 2 Idea 3 Idea 4 Idea 5
  • 35. BRIGHT IDEAS START HERE. ©2015 All rights reserved 35ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Use Cases Single Ad Group Testing Insights within an ad group -Best for high traffic ad groups -Best for Brand ad groups -Good for other ad groups after you’ve done some multi-ad group testing for global insights Multi-Ad Group Testing Insights across a segment -Best for template created ads -Best for small data accounts -Best for market research
  • 36. BRIGHT IDEAS START HERE. ©2015 All rights reserved 36ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Quick Market Research Example
  • 37. BRIGHT IDEAS START HERE. ©2015 All rights reserved 37ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Rush Shipping Vs Fast Shipping Ad CTR Conv Rate CPI Avg Order Fast & Free Shipping 4.96% 4.22% 0.209% $71.32 Rush Shipping 5.13% 4.32% 0.225% $357.91
  • 38. BRIGHT IDEAS START HERE. ©2015 All rights reserved 38ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Segmenting by Consumer Type: B2B vs B2C Type Ad CTR Conv Rate RPI B2B Fast & Free Shipping 2.31% 3.46% 0.286328 B2B Rush Shipping 5.47% 5.30% 1.037939 B2C Fast & Free Shipping 4.02% 4.73% 0.137408 B2C Rush Shipping 1.96% 3.05% 0.043392
  • 39. BRIGHT IDEAS START HERE. ©2015 All rights reserved 39ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Apply Insights to Ad Writing  Segment by B2B vs B2C  For B2B – use ‘rush shipping’  For B2C – use ‘free shipping’  Next Steps:  Examine the branded terms, RLSAs and remarketing lists and see if there’s a good way to match the shipping type to the ads.  Can we change the landing page to match the shipping?
  • 40. BRIGHT IDEAS START HERE. ©2015 All rights reserved 40ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit How to Start Testing
  • 41. BRIGHT IDEAS START HERE. ©2015 All rights reserved 41ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Determine Your Segments Basic Segments: • Your brand • 3rd party brands • Products • Informational • Long tail • By buying cycle entrance • Etc… Ad Type: • Text ads • DSAs • Image ads • Call only ads • HSAs • etc… Devices: • Mobile • Desktops • All
  • 42. BRIGHT IDEAS START HERE. ©2015 All rights reserved 42ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Define Your Testing Metrics Metric Best Usage CTR: Click Through Rate Max Traffic (note: CPI is usually still better) Conversion rate Most conversions from landing page CPI: Conversion per Impression Most conversions possible CPA: Cost per Conversion Lowering cost per conversion ROAS: Return on Ad Spend Hitting ROAS goals RPI: Revenue per Impression Maximizing revenue
  • 43. BRIGHT IDEAS START HERE. ©2015 All rights reserved 43ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit What Minimum Data To Define Metric Impressions Clicks Conversions Timeframe CTR Yes Optional Yes CPA Yes Yes Conversion rate Optional Yes Yes CPI Yes Optional Yes ROAS Yes Yes RPI Yes Optional Yes
  • 44. BRIGHT IDEAS START HERE. ©2015 All rights reserved 44ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Define Minimum Data Impressions Clicks Conversions Low Traffic 350 300 7 Mid Traffic 750 500 13 High Traffic 1000 1000 20 Well known brand terms 100,000 10,000 100 - 1000 The MINIMUM Data – It’s OK to have HIGHER Minimums
  • 45. BRIGHT IDEAS START HERE. ©2015 All rights reserved 45ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Define Minimum Confidence Levels Term Type Minimum Confidence Long Tail Keywords 90% Mid data terms 90% – 95% 3rd Party Brands you Sell 90% (small brands) to 95% (large brands) Top Keywords (the ones you watch daily) 95% - 99% Your Brad Terms 99%
  • 46. BRIGHT IDEAS START HERE. ©2015 All rights reserved 46ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Define Maximum Data  Option 1:  3 months  Option 2:  Define maximums for each metric  Define timeframes
  • 47. BRIGHT IDEAS START HERE. ©2015 All rights reserved 47ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Test by Device (if appropriate) Count of Ad Row Labels Mobile All Effective Device Ad Group 1 2 All Ad Group 2 None Ad Group 3 1 2 Mobile/Desktop Ad Group 4 3 1 Mobile/Desktop Ad Group 5 10 All Ad Group 6 2 6 Mobile/Desktop Ad Group 7 1 7 Mobile/Desktop Ad Group 8 1 6 Mobile/Desktop Ad Group 9 7 All
  • 48. BRIGHT IDEAS START HERE. ©2015 All rights reserved 48ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Note: Google Changes Ad Formats on Mobile Devices
  • 49. BRIGHT IDEAS START HERE. ©2015 All rights reserved 49ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Actions  If below minimum data, wait.  If above minimum, calculate confidence factors  If below minimum confidence – wait  If above minimum confidence – take action  If above maximum data and a test has no results, take action  Action = Pausing loser OR pausing loser & creating new challenger  In the case of multi-ad group testing: Replace entire string with a new pattern to test  (optional): Use insight in other areas, such as email, landing pages, etc
  • 50. BRIGHT IDEAS START HERE. ©2015 All rights reserved 50ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit See Ad Testing Results in Acquisio
  • 51. BRIGHT IDEAS START HERE. ©2015 All rights reserved 51ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit At AdAlysis… We want everyone to do what they do best! People = Creativity Computers = Math, statistics, and pattern recognition
  • 52. BRIGHT IDEAS START HERE. ©2015 All rights reserved 52ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit AdAlysis • Single ad group tests automatically created • (optional) Define minimum data • (optional) Define confidence factors • Test up to 6 metrics • Get alerts when there are no results • Test patterns or labels across ad groups • See global insights • Support for AdWords & Bing Ads • Works with text, rich media, DSAs, customizers, etc • Only work on actionable data
  • 53. BRIGHT IDEAS START HERE. ©2015 All rights reserved 53ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit Recap  Determine what you want to test:  Single ad group  Multi-ad group  Define:  Testing metrics  Minimum data  Maximum data  Segments  Confidence levels per segment  Run Your test  When you reach minimum data:  Run confidence calculations  If winners & losers – take action  If no winners – wait  When you reach max data  Pause test and reset  When you have winners in Multi-Ad Group testing:  Apply that data to other channels
  • 54. BRIGHT IDEAS START HERE. ©2015 All rights reserved 54ACQUISIO 2015 SUMMIT MONTREAL – JULY 29+30 #ACQsummit If You’re Interested in Learning More About AdAlysis  Contact your Acquisio Rep  The AdAlysis connector is Free  Learn More  AdAlysis.com  FREE 30 Day Trial  Contact Brad Geddes  http://adalysis.com/contact/  Twitter: @bgTheory  LinkedIN: /in/ewhisper
  • 55. BRIGHT IDEAS START HERE. 2015 SUMMIT MONTREAL | JULY 29+30 Thank you! Questions?

Editor's Notes

  1. So why does creative matter? And why do you care? In a typical paid search account, you have your keywords, your bids, and your creative. We call these the 3 pillars of optimization. You choose your keywords based on your product or service, and strategize based on the number of search queries for that keyword. Typically your bid managers, such as Acquisio, will take care of segmenting your audience and reaching the right people at the right price. However, the final pillar, creative, is left to chance. We often spend so much time focusing on keywords and bids, that we forget about the actual messaging for the consumer. We are delivering messaging that is not right for the audience nor is it segmented to market to our customers.
  2. Instead, this is what we want to attain – a highly optimized part of our search account that delivers messaging to our customers that actually resonates with them. Ad copy is the last mile of the marketing cloud and we should give it the attention it deserves.
  3. This is your typical account. There are dozens if not hundreds of ad groups in your account. The long tail of your account is the majority of your ad groups. They probably make up about 10% of your revenue. This is the short tail of your account. It accounts for fewer ad groups, but makes up about 90% of the revenue in your account. By focusing on this portion of your account and ignoring the long tail, you might potentially be leaving money on the table. The main opportunity for you here is to focus on the long tail of the account to squeeze out incremental revenue across these ad groups. By constantly testing and optimizing your creative, you are gaining the competitive advantage by focusing on the ad groups that others are not, and generating ROI on your entire account. Ryan – frame this in the mind of an agency. For example, if your client makes $500M per year on paid search, they are missing out on $50M. This is a potential opportunity for you to use creative optimization to your advantage and generate extra revenue for your client. BTW – the blue in the middle signifies a “healthy” account, where you are optimizing across all ad groups.
  4. So that brings us to testing your ads. Now that we have discussed the state of the industry, we can talk about how to test my ad creative and gain the competitive edge and generate up to 20% or more revenue on your paid search campaigns. A strong testing culture facilitates decisions based off of actual data rather than a “gut” feeling. While you can still take into account qualitative data, metrics reinforce these decisions. An example of a strong testing culture is Google – (speak to your experience there) The advent of increasingly sophisticated technology enables companies to track, measure and quantify virtually every aspect of their operations, giving rise to a culture of data-driven decision making. The greater the volume of data available, increasingly granular decisions can be made based on this information. Just as scientists rely on evidence to prove or disprove their theories, data-driven marketers rely on data to inform their decisions. The most successful companies realize that no detail is too small to be overlooked within a testing culture. Everything can be quantified, and evangelists of the testing culture know that basing business decisions on hard data is the only way to succeed in an increasingly volatile business environment.
  5. So that brings us to testing your ads. Now that we have discussed the state of the industry, we can talk about how to test my ad creative and gain the competitive edge and generate up to 20% or more revenue on your paid search campaigns. A strong testing culture facilitates decisions based off of actual data rather than a “gut” feeling. While you can still take into account qualitative data, metrics reinforce these decisions. An example of a strong testing culture is Google – (speak to your experience there) The advent of increasingly sophisticated technology enables companies to track, measure and quantify virtually every aspect of their operations, giving rise to a culture of data-driven decision making. The greater the volume of data available, increasingly granular decisions can be made based on this information. Just as scientists rely on evidence to prove or disprove their theories, data-driven marketers rely on data to inform their decisions. The most successful companies realize that no detail is too small to be overlooked within a testing culture. Everything can be quantified, and evangelists of the testing culture know that basing business decisions on hard data is the only way to succeed in an increasingly volatile business environment.
  6. So that brings us to testing your ads. Now that we have discussed the state of the industry, we can talk about how to test my ad creative and gain the competitive edge and generate up to 20% or more revenue on your paid search campaigns. A strong testing culture facilitates decisions based off of actual data rather than a “gut” feeling. While you can still take into account qualitative data, metrics reinforce these decisions. An example of a strong testing culture is Google – (speak to your experience there) The advent of increasingly sophisticated technology enables companies to track, measure and quantify virtually every aspect of their operations, giving rise to a culture of data-driven decision making. The greater the volume of data available, increasingly granular decisions can be made based on this information. Just as scientists rely on evidence to prove or disprove their theories, data-driven marketers rely on data to inform their decisions. The most successful companies realize that no detail is too small to be overlooked within a testing culture. Everything can be quantified, and evangelists of the testing culture know that basing business decisions on hard data is the only way to succeed in an increasingly volatile business environment.
  7. Rinse and repeat constantly to achieve the best results
  8. So how do we create a testing framework around the ad elements that we want to test? Let’s first examine the creative elements that you want to be optimizing in your paid search ads.
  9. There are 10 creative elements to test in your paid search ads. The first element is specifics: this could be the SKU, different pricing, number of styles, anything that might draw the search user to the ad. Secondly, key difference within the ad matter. Ads are moving targets, so you need to make sure you are differentiating your messaging from one ad to the next (speak to ad fatigue here). The third element is the benefits of the product or service. Perry Marshall, author of “The Ultimate Guide to Google AdWords” and the world’s most frequently quoted AdWords expert, recommends that ad copy should emphasize the benefits first. This is because, according to Perry, consumers don’t want to buy products or services – they want to solve problems. By highlighting the benefits of your product first, you can appeal to users’ emotions and offer them a way to solve their problem. When creating your ads, take into account features and benefits so that it can help you identify opportunities to highlight your products or service in a way that appeals to prospective customers, and craft a compelling call to action that will make them want to click your ad. Many advertisers overlook the importance of this stage in their eagerness to launch a campaign, but the more time you take to create strong PPC ads, the greater your CTR will be. The fourth is keyword alignment. Make sure your keywords align with your product or service, and are consistent with your landing page content. This requires a high level understanding of your consumers’ needs and wants. Fifth is the CTA. Prompting your potential customers to do something is essential – but so is differentiating your ads from the competition. One way to do this is by including unconventional calls to action. Too often, advertisers “ask for the sale” by using boring, unimaginative calls to action such as “buy now.” However, calls to action like this are all too familiar to consumers and rarely have the desired effect. Instead of using dry, bland sales talk, experiment with unusual calls to action that will capture your prospects’ attention and get them to click. • Highlight testimonials (“Read the rave reviews we got!”) • Be highly specific about cost savings (“Lower your costs by...”) • Make prospects use their imagination (“Imagine your wedding in...”) • Show off satisfied customers (“Jim Rice trusted us – see who else did”) • Include a bonus offer (“Plus Free Friendly Travel Advice!”) • Appeal to their impatience (“Get an Answer Right Now”) Special offers can offset seasonality issues. For example, a solid promotion around Christmas decorations in the summertime can generate extra revenue that you thought would be impossible to attain during this time. Seventh, risk mitigation can be tested, and not even if you own a business with high liability (ex: 30-Day Money Back Guarantee). Eighth you want to test synonyms within an ad to make sure that you’re not overusing cliché words or phrases. Punctuation is also an interesting element to test – we have seen exclamation points work really well with some of our clients’ ads. Lastly, the display URL should be tested to account for microsites or for tier 2 or tier 3 locations. Once you test one ad, you can then scale testing across all of your ad groups.
  10. So how do you test ads at scale? Boost has a unique methodology that ensures stability across all ad groups. The good news is that this can be replicated with your own writers. You can write an ad, and submit that ad to a “contest” where you try and challenge that ad with your own writing. Therefore, you can only beat yourself one time – once 90% confidence is achieved you can declare a winner. Then you can see the incremental value achieved from each ad.
  11. At Boost we use word bubbles to determine the word or words that is optimizing your creative. Lexical analysis allows you to visualize which words are having incremental impact on your CTR.
  12. Like many marketing agencies, iProspect often finds itself under pressure to quickly produce hundreds or even thousands of ad creative ideas to support client promotions. But the reality is that it’s nearly impossible to churn out this volume of creative at high quality while managing all other aspects of multiple client engagements. This is especially true in an agency setting where in-house copywriting teams often gravitate to long-form, illustrious ads rather than short ad creative. Yet to be effective, promotional copy requires the same level of attention as longer-form ads. With Boost, this agency was able to have an endless stream of fresh ad creative for its client without putting a strain on agency resources. This agency was able to win more new Search business with an automated platform that could optimize ad creative. For their other retail client, this agency delivered a 399% increase on ROAS, which opened up the door for new business with that client.
  13. Thanks for listening to my presentation. Don’t forget to download our whitepaper on the bit.ly here, which offers great tips for testing and optimization beyond what you saw here. You can come see me after the Q&A or contact me via email.
  14. Q&A
  15. Like most forms of digital advertising, display advertising allows us to make constant changes as we gain insight from the performance of the campaign. Yet, there’s a difference with display you can get more granular. The basics are – monitor, test, analyze, adjust You can run 2 different ads and then compare the results, but you could do the same kind of testing to evaluate the ad exchanges, size of creative, sites, etc.
  16. These are the key areas we focus on: Our reporting makes all variables appear independent for ease of use. In reality, some variables in our reporting are highly correlated (site + supply vendor). NEED to keep this in mind
  17. A very important lever for optimizing display campaigns is the frequency that our ads are being exposed to unique individuals and for how long after an event. Need to find the right combination between the number of ads shown per user and the recency (window of opportunity) - recency describes the opportunity window for marketers to connect to the customers. Look for patterns between early morning hours, working hours, and early evening
  18.  We can bid higher on the most recent (and most valuable) cookies and bid lower as the cookie's life goes on, efficiently spending the budget as best as possible. Other companies bid evenly on all cookies, thereby not paying the optimum price for each individual cookie.
  19. Finding more networks or publishers similar to the existing inventory that is working for us, and conversely, removing the networks and publishers that are not working for us is a crucial process Below the fold placement is not something to fear. There’s a lot of very high quality BTF inventory. Strong performance on placements below the fold points to an engaged reader
  20. mobile and tablet inventory – it’s much more likely to drive clicks than PC inventory Mac users tend to be younger, more tech savvy and could be more affluent users
  21. Small Changes, Big Differences – Anything can dramatically affect test results, so avoid making too many adjustments at once Make sure your platform or Managed Service has granular bidding capabilities Something that you could see as an insignificant change can dramatically affect your test results. Avoid making too many adjustments at once Don’t underestimate the effects of small adjustments. It’s not easy to manage cross-channel and cross-device campaigns. It takes a performance marketing expert to do so. Unless you’re one of those learn-the-hard-way kind of types, benefit from a fully managed service like ours. Managing display campaigns it’s not as simple as it appears