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Brad GeddesFounder, Certified KnowledgeFounder, AdAlysisAuthor, Advanced Google AdWords
@bgTheory
Creating an Ad Testing Framework
MnSearch Summit
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014
@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
@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…
COPYRIGHT CERTIFIED KNOWLEDGE 2014 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)
• etc…
@bgTheory
Ask The Big Questions First
COPYRIGHT ADALYSIS 10 @bgTheory
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 headlinesCall us vs Learn More CTAsBrand vs Non-Brand HeadlinesRush 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 15
Use Pivot Tables or Software to Analyze the Data
Idea 1Idea 2Idea 3Idea 4Idea 5
COPYRIGHT CERTIFIED KNOWLEDGE 2014 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…
@bgTheory
You Now Have Answers to Big Questions
COPYRIGHT CERTIFIED KNOWLEDGE 2015 17 @bgTheory
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 testingEasiest to start with your top ad groups (by impressions)
@bgTheoryCOPYRIGHT CERTIFIED KNOWLEDGE 2014 18
Next Steps
@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% $357.91
@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
COPYRIGHT CERTIFIED KNOWLEDGE 2014 23
•Segment by B2B vs B2CFor 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
@bgTheory
You Now Have Answers to Big Questions
@bgTheoryCOPYRIGHT ADALYSIS 25
Campaign Changes w/ New Extensions
Pre-Extension Changes Post-Extension Changes
@bgTheoryCOPYRIGHT ADALYSIS 30
Easy Effective Device Analysis
Count of Ad
Row Labels Mobile All
Ad Group 1 2Ad Group 2Ad Group 3 1 2Ad Group 4 3 1Ad Group 5 10Ad Group 6 2 6Ad Group 7 1 7Ad Group 8 1 6Ad Group 9 7
@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 groupsSegment 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
@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 ADALYSIS 36
Learn the Pivot Table AnalysisNote: 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 groupsTest mobile as appropriate
•Repeat forever
@bgTheoryCOPYRIGHT ADALYSIS 37
Recap