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Brad Geddes
Founder, Certified Knowledge
Founder, AdAlysis
Author, Advanced Google
AdWords
@bgTheory
Creating an Ad Testing
Framework
MnSearch Summit
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
Creating an Ad Testing Framework
Single vs Multi-Ad Group Testing
@bgTheoryCopyright AdAlysis
@bgTheoryCOPYRIGHT ADALYSIS 3
A/B Testing – Known as Single Ad Group
Testing
@bgTheoryCOPYRIGHT ADALYSIS 4
Multi-Ad Group Testing
Idea 1
Idea 2
Idea 3
Idea 4
Idea 5
@bgTheoryCOPYRIGHT ADALYSIS 5
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
Creating an Ad Testing Framework
The Brainstorm
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 7
Research Your Initial Ad Ideas
Ad Ideas Inspirations
• Social mentions
• Customer support inquiries
• Your forums
• Company reviews
• Competitive research
• Brainstorming
• Previous Marketing Efforts
• Customer onboarding interview
• Search query data
• Etc…
• Are consumers price sensitive? (discounts,
prices in ads)
• Does Location matter? (use geographies in
ads)
• Does shipping matter? (Free or Rush shipping)
• Is selection important? (large, exclusive,
variety, etc)
• How much does quality matter? (cheap, luxury)
• What’s your best CTA? (Call, Shop, Find,
Discover, etc)
• Should your display URL be products, geo,
CTAs, or something else?
• Do we need to pre-qualify clicks? (b2b vs b2c)
@bgTheoryCopyright Certified Knowledge 2014 8
Ask The Big Questions First
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 9
Optional: Spreadsheets, Keyword Density,
Tag Clouds
@bgTheoryCopyright AdAlysis 10
Determine How You Want to Segment
Ad Tests
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
Creating an Ad Testing Framework
Start With Multi-Ad Group
Testing
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
• Examples:
GEO vs Non-GEO headlines
Call us vs Learn More CTAs
Brand vs Non-Brand Headlines
Rush vs Free Shipping
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
List Out Your Ad Tests
12
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
Multi-Ad Group Testing Setup
Ad Group D2
1 Rush Shipping!
1 Free Shipping!
1 Price $
2 Rush Shipping!
2 Free Shipping!
2 Price $
3 Rush Shipping!
3 Free Shipping!
3 Price $
Etc… Etc…
13
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 14
(Optional) Label Ads for Easy Filtering
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 15
Use Pivot Tables or Software to Analyze
the Data
Idea 1
Idea 2
Idea 3
Idea 4
Idea 5
•Don’t use brand names in non-branded ad
groups
•GEOs increase CPI; break out campaigns by
GEO
•Call Us works best on a mobile device
•Learn more works best on a desktop device
•Etc…
@bgTheoryCopyright Certified Knowledge 2014 16
You Now Have Answers to Big
Questions
@bgTheoryCopyright Certified Knowledge 2015 17
If a “Losing Line” is an Outlier for
CTR/CPA:
Test it as an ad extension
•If you have more big questions to answer; do
more rounds of multi-ad group testing
•If not; then move to A/B testing
Easiest to start with your top ad groups (by
impressions)
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 18
Next Steps
Creating an Ad Testing Framework
Quick Case Study
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 201419
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 20
Using Your Customer’s Words
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 21
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% $357.9
1
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 22
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
•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?
Test it to see if it makes a difference
@bgTheoryCopyright Certified Knowledge 2014 23
You Now Have Answers to Big
Questions
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 24
Outlier Data is Good for Extension
Testing
@bgTheoryCOPYRIGHT ADALYSIS 25
Campaign Changes w/ New
Extensions
Pre-Extension Changes Post-Extension Changes
Creating an Ad Testing Framework
Mobile Ad Testing
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
@bgTheoryCOPYRIGHT ADALYSIS 27
You Can’t Ignore Mobile
@bgTheoryCOPYRIGHT ADALYSIS 28
Google Often Changes How Ads Are
Displayed on Mobile
@bgTheoryCOPYRIGHT ADALYSIS 29
Mobile Preferred Ads
@bgTheoryCOPYRIGHT ADALYSIS 30
Easy Effective Device Analysis
Count of
Ad
Row Labels Mobile All
Ad Group
1 2
Ad Group
2
Ad Group
3 1 2
Ad Group
4 3 1
Ad Group
5 10
Ad Group
6 2 6
Ad Group
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 31
If on Mobile: Segment Ideas by Device
Mobile CTR Desktop CTR
Call Us 11.2% (includes
calls)
5.2%
Contact Us 4.1% 6.9%
Example.com/Things 4.2% 5.3%
M.example.com/things
(or
example.com/mobile)
8.2% N/A
Find the Nearest Store 7.6% 4.5%
Shop Now 2.1% 5.8%
•Simple option:
Just flip d1 & d2 and test as usual
•Start with multi-ad group testing for CTA and
other minor changes
•For single ad group testing, start with your top
mobile ad groups
Segment by device and start with most impressions
on mobile devices
•If you’re ignoring mobile, remove -100% bid
modifiers on brand terms and start with your
brand keywords
@bgTheoryCOPYRIGHT ADALYSIS 32
Getting Started With Mobile Testing
Creating an Ad Testing Framework
Image Ad Testing
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 34
What’s Your Theme?
• List Your Themes
• Create a label per theme
• Examine how each theme performs
• Pick your winning theme and continue
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 35
Test Your Main Themes in Contrasting
Colors
@bgTheoryCOPYRIGHT ADALYSIS 36
Learn the Pivot Table Analysis
Note: Old AdWords UI – Analysis is still the same
https://youtu.be/0IBbNO0v-8c
•Start with a big brainstorm / research session
to gather ad ideas
•Determine your ad testing segments
•Ask the ‘big questions’ first through multi-ad
group testing
•Use that data to create rules around ad creation
•Move to A/B testing on your top ad groups
Test mobile as appropriate
•Repeat forever
@bgTheoryCOPYRIGHT ADALYSIS 37
Recap
Founder, Certified Knowledge
Co-Founder, AdAlysis
Author, Advanced Google
AdWords
Brad Geddes
Thank You! MnSearch Summit
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 201538
Let’s Connect
@bgTheory
in/ewhisper Powerful Ad Testing Made Si
Ad Testing
Software
Learn PPC
PPC Training & Tools

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Create an Ad Testing Framework with Multi-Ad Group and A/B Testing

  • 1. Brad Geddes Founder, Certified Knowledge Founder, AdAlysis Author, Advanced Google AdWords @bgTheory Creating an Ad Testing Framework MnSearch Summit @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
  • 2. Creating an Ad Testing Framework Single vs Multi-Ad Group Testing @bgTheoryCopyright AdAlysis
  • 3. @bgTheoryCOPYRIGHT ADALYSIS 3 A/B Testing – Known as Single Ad Group Testing
  • 4. @bgTheoryCOPYRIGHT ADALYSIS 4 Multi-Ad Group Testing Idea 1 Idea 2 Idea 3 Idea 4 Idea 5
  • 5. @bgTheoryCOPYRIGHT ADALYSIS 5 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
  • 6. Creating an Ad Testing Framework The Brainstorm @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
  • 7. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 7 Research Your Initial Ad Ideas Ad Ideas Inspirations • Social mentions • Customer support inquiries • Your forums • Company reviews • Competitive research • Brainstorming • Previous Marketing Efforts • Customer onboarding interview • Search query data • Etc…
  • 8. • Are consumers price sensitive? (discounts, prices in ads) • Does Location matter? (use geographies in ads) • Does shipping matter? (Free or Rush shipping) • Is selection important? (large, exclusive, variety, etc) • How much does quality matter? (cheap, luxury) • What’s your best CTA? (Call, Shop, Find, Discover, etc) • Should your display URL be products, geo, CTAs, or something else? • Do we need to pre-qualify clicks? (b2b vs b2c) @bgTheoryCopyright Certified Knowledge 2014 8 Ask The Big Questions First
  • 9. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 9 Optional: Spreadsheets, Keyword Density, Tag Clouds
  • 10. @bgTheoryCopyright AdAlysis 10 Determine How You Want to Segment Ad Tests 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
  • 11. Creating an Ad Testing Framework Start With Multi-Ad Group Testing @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
  • 12. • Examples: GEO vs Non-GEO headlines Call us vs Learn More CTAs Brand vs Non-Brand Headlines Rush vs Free Shipping @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 List Out Your Ad Tests 12
  • 13. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 Multi-Ad Group Testing Setup Ad Group D2 1 Rush Shipping! 1 Free Shipping! 1 Price $ 2 Rush Shipping! 2 Free Shipping! 2 Price $ 3 Rush Shipping! 3 Free Shipping! 3 Price $ Etc… Etc… 13
  • 14. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 14 (Optional) Label Ads for Easy Filtering
  • 15. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 15 Use Pivot Tables or Software to Analyze the Data Idea 1 Idea 2 Idea 3 Idea 4 Idea 5
  • 16. •Don’t use brand names in non-branded ad groups •GEOs increase CPI; break out campaigns by GEO •Call Us works best on a mobile device •Learn more works best on a desktop device •Etc… @bgTheoryCopyright Certified Knowledge 2014 16 You Now Have Answers to Big Questions
  • 17. @bgTheoryCopyright Certified Knowledge 2015 17 If a “Losing Line” is an Outlier for CTR/CPA: Test it as an ad extension
  • 18. •If you have more big questions to answer; do more rounds of multi-ad group testing •If not; then move to A/B testing Easiest to start with your top ad groups (by impressions) @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 18 Next Steps
  • 19. Creating an Ad Testing Framework Quick Case Study @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 201419
  • 20. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 20 Using Your Customer’s Words
  • 21. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 21 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% $357.9 1
  • 22. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 22 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
  • 23. •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? Test it to see if it makes a difference @bgTheoryCopyright Certified Knowledge 2014 23 You Now Have Answers to Big Questions
  • 24. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 24 Outlier Data is Good for Extension Testing
  • 25. @bgTheoryCOPYRIGHT ADALYSIS 25 Campaign Changes w/ New Extensions Pre-Extension Changes Post-Extension Changes
  • 26. Creating an Ad Testing Framework Mobile Ad Testing @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
  • 27. @bgTheoryCOPYRIGHT ADALYSIS 27 You Can’t Ignore Mobile
  • 28. @bgTheoryCOPYRIGHT ADALYSIS 28 Google Often Changes How Ads Are Displayed on Mobile
  • 30. @bgTheoryCOPYRIGHT ADALYSIS 30 Easy Effective Device Analysis Count of Ad Row Labels Mobile All Ad Group 1 2 Ad Group 2 Ad Group 3 1 2 Ad Group 4 3 1 Ad Group 5 10 Ad Group 6 2 6 Ad Group
  • 31. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 31 If on Mobile: Segment Ideas by Device Mobile CTR Desktop CTR Call Us 11.2% (includes calls) 5.2% Contact Us 4.1% 6.9% Example.com/Things 4.2% 5.3% M.example.com/things (or example.com/mobile) 8.2% N/A Find the Nearest Store 7.6% 4.5% Shop Now 2.1% 5.8%
  • 32. •Simple option: Just flip d1 & d2 and test as usual •Start with multi-ad group testing for CTA and other minor changes •For single ad group testing, start with your top mobile ad groups Segment by device and start with most impressions on mobile devices •If you’re ignoring mobile, remove -100% bid modifiers on brand terms and start with your brand keywords @bgTheoryCOPYRIGHT ADALYSIS 32 Getting Started With Mobile Testing
  • 33. Creating an Ad Testing Framework Image Ad Testing @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
  • 34. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 34 What’s Your Theme? • List Your Themes • Create a label per theme • Examine how each theme performs • Pick your winning theme and continue
  • 35. @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 35 Test Your Main Themes in Contrasting Colors
  • 36. @bgTheoryCOPYRIGHT ADALYSIS 36 Learn the Pivot Table Analysis Note: Old AdWords UI – Analysis is still the same https://youtu.be/0IBbNO0v-8c
  • 37. •Start with a big brainstorm / research session to gather ad ideas •Determine your ad testing segments •Ask the ‘big questions’ first through multi-ad group testing •Use that data to create rules around ad creation •Move to A/B testing on your top ad groups Test mobile as appropriate •Repeat forever @bgTheoryCOPYRIGHT ADALYSIS 37 Recap
  • 38. Founder, Certified Knowledge Co-Founder, AdAlysis Author, Advanced Google AdWords Brad Geddes Thank You! MnSearch Summit @bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 201538 Let’s Connect @bgTheory in/ewhisper Powerful Ad Testing Made Si Ad Testing Software Learn PPC PPC Training & Tools