SlideShare a Scribd company logo
1 of 21
Download to read offline
Demystifying
A/B Testing
Simplified Success for Your Campaigns
1
Speaker
HEIDI PAUER
Strategist
Lifecycle Marketing
98%
2
Agenda
● Why testing is important
● Testing strategies to use right now
● How to take action
● Case studies
● 5 checks for success
3
Why Testing Is Important
4
Why A/B Testing Is Important
Percent of
companies that
perform A/B testing
on their email
campaigns
59%
Average revenue per
unique visitor can
increase by
up to 50%
50%
Email conversion
can improve by up to
49% from
conducting A/B
tests
49%
5
Sources: EnterpriseApps Today, VWO, Campaign Monitor
Testing Tips
DEFINE YOUR GOALS
● What are you looking to achieve from this test?
○ Higher click rates, higher conversion rates, drive incremental revenue, etc.
EXECUTE TRUE A/B SPLITS
● Resist the temptation to test more than one variable at a time
● Compare a test variation against a control group
● Avoid multivariate testing as it tends to introduce too much complexity and potential for erroneous results
SET IT UP FOR SUCCESS
● Use a large enough sample size so you are able to see results. Typically we recommend each group be at least
10K subscribers
● Run any single test at least 4-5 times as this helps uncover trends and reduces noise
● Know what you are measuring and do not test just because
6
Testing Strategies To Use
Right Now
7
What To Test
Testing Time
● Time of day & try testing offset times
● Day of the week
● Frequency testing
● Campaign duration
● Seasonal timing
Creative Tests
● Short vs. long templates
● Reformatting the layout
● Use of product imagery - lifestyle vs studio
● Text link vs button CTA
Dynamic Content
● Product Recommendations vs Static
● Adding behavioral content to campaigns
○ Reminder Banners recently viewed or
carted products
○ Loyalty Status
8
Creating Variations
9
Testing Ideas
● Subject line variations can include
personalization, length, emojis or $ vs %
● Sender names can include brand, status,
personalization
● CTA can include design, placement, copy,
etc.
● Personalization can vary in sender name,
subject line and even email creative
● Timing can vary based on time of day,
timezone or day of week
Shop Now Try it on!
I’m in
Discover
VS
Screenshot
Screenshot
10
Testing Opportunities
● Timing: test the best time of day to send your
messages
○ This will differ from what you see in email
● Frequency: test how often you’re sending
● Message content: test different variations of your
message content. Ex: SMS vs MMS
● Call-to-action: test different copy in your CTA or test
asking for a reply vs. clicking a CTA link
● Personalization: test personal elements such as using
recipient's name, location or content based on their
consumer behavior
Overall, SMS testing is an important part of optimizing your
mobile marketing campaigns. By testing different elements
of your text messages, you can improve your engagement
rates and drive better results.
What Can We Do With SMS?
How To Take Action
11
Setup Within Your
Platform
12
● Most platforms include A/B test functionality
○ If not, ensure that you randomly split
your list
● Tests should be run on similar types of sends
to avoid skewed results due to promo or high
impact content
● Groups should be static throughout the test
vs randomized for every send.
● Reduce potential noise by sending at the
same time, from the same IP and domain, etc
Analyzing Your Results
13
● Allow enough time for results to compile
● Run all results through a statistical significance
calculator
○ Recommend using a 95% confidence interval
● Only use calculated metrics to determine winner
● Run tests multiple times to confirm results
● Implement winning strategy based on data, iterate, and
optimize
Case Studies
14
Screenshot
Screenshot
Onsite Overlays
● During sitewide sales Sand Cloud tested having their
overlays match the onsite promotions vs a shopping
spree giveaway.
● Hypothesis: Giveaway would win as it was providing
an additional incentive vs what was already advertised
on the website.
○ Spoiler Alert: We were wrong!
● Matching the sitewide offer
○ +15% increase in CTR
○ +13% increase in Email Sign Ups
○ +25% Increase in SMS Sign Ups
15
Challenge: Brooks Running US wanted to determine what types of content should be
linked in their redesigned email header to generate more engagement.
Solution & Results: Tinuiti ran a series of A/B tests that found having links to
“Women’s” and “Men’s” categories rather than “Shoes” and “Apparel” led to a 64%
increase in click rates while also improving revenue per delivery by 10%.
Brooks Running US Optimizes Its New
Header Through A/B Testing + 64%
Increase in Click
Through Rate
+ 10%
Increase in Rev/Del
Screenshot
Back to the Basics
Simple Letter Format
A/B tested sending an email in a letter formant
from the CMO & Co-Founder at Sand Cloud vs
our standard designed Sale Email to our active
email subscribers.
Results
● +17% increase in Open Rate
● +123% increase in Click Rate
● +106% increase in Revenue/Delivered
17
5 Checks for Success
18
5 Checks for Success
Demystifying A/B Testing: Checks for Success
Don’t over complicate it
Build your test to only have two variables so you are running a true A/B test and
eliminating extra noise that could skew your results.
Know what you are measuring
Have a true variable you are testing against and DO NOT test just because. This will
lead you to having results for that specific email or text, but will not lead you with
any actionable metrics that you can use for future campaigns.
Set it up for Success
Randomize your audience, have a sizeable list to test, and reduce potential noise by
sending at the same time, from the same IP and domain,
Give your test time run
Run the same test across multiple campaigns and make sure you are checking for
statistical significance. We recommend a 95% confidence interval.
Re-evaluate results
As your subscriber lists grow, test again as your audience preferences may change
over time
19
Q&A
20
Thank you!

More Related Content

Similar to Webinar_ Demystifying A_B Testing_ Simplified Success for Your Campaigns (1).pdf

Testing Strategies
Testing StrategiesTesting Strategies
Testing StrategiesHP2009
 
Optimizing Your Key Conversion Points: 5 Things You Might’ve Missed
Optimizing Your Key Conversion Points: 5 Things You Might’ve MissedOptimizing Your Key Conversion Points: 5 Things You Might’ve Missed
Optimizing Your Key Conversion Points: 5 Things You Might’ve MissedTinuiti
 
The 2017 eCommerce Marketer's Virtual Summit - Optimizing Your Key Conversion...
The 2017 eCommerce Marketer's Virtual Summit - Optimizing Your Key Conversion...The 2017 eCommerce Marketer's Virtual Summit - Optimizing Your Key Conversion...
The 2017 eCommerce Marketer's Virtual Summit - Optimizing Your Key Conversion...Trustpilot
 
SAMPLE SIZE – The indispensable A/B test calculation that you’re not making
SAMPLE SIZE – The indispensable A/B test calculation that you’re not makingSAMPLE SIZE – The indispensable A/B test calculation that you’re not making
SAMPLE SIZE – The indispensable A/B test calculation that you’re not makingZack Notes
 
Cross channel testing insights and recommendations - jump - oct 12 2011 - w...
Cross channel testing   insights and recommendations - jump - oct 12 2011 - w...Cross channel testing   insights and recommendations - jump - oct 12 2011 - w...
Cross channel testing insights and recommendations - jump - oct 12 2011 - w...Craig Sullivan
 
Widemile and Microsoft Multivariate Testing Case Study
Widemile and Microsoft Multivariate Testing Case StudyWidemile and Microsoft Multivariate Testing Case Study
Widemile and Microsoft Multivariate Testing Case StudyWidemile
 
Definition of A/B testing and Case Studies by Optimizely
Definition of A/B testing and Case Studies by OptimizelyDefinition of A/B testing and Case Studies by Optimizely
Definition of A/B testing and Case Studies by OptimizelyRusseWeb
 
Andreas Reiffen - SMX London Slidedeck
Andreas Reiffen - SMX London SlidedeckAndreas Reiffen - SMX London Slidedeck
Andreas Reiffen - SMX London SlidedeckCrealytics
 
Creative Ad Testing for Top Performance on Facebook & Instagram Webinar
Creative Ad Testing for Top Performance on Facebook & Instagram WebinarCreative Ad Testing for Top Performance on Facebook & Instagram Webinar
Creative Ad Testing for Top Performance on Facebook & Instagram WebinarTinuiti
 
Website Optimization Without a Committee: Using Testing to Make Decisions
Website Optimization Without a Committee: Using Testing to Make DecisionsWebsite Optimization Without a Committee: Using Testing to Make Decisions
Website Optimization Without a Committee: Using Testing to Make DecisionsEarthbound Media Group
 
Create Successful Campaign with AB Testing
Create Successful Campaign with AB Testing Create Successful Campaign with AB Testing
Create Successful Campaign with AB Testing NotifyVisitors
 
Conversion Rate Optimisation: The Science Behind Turning Visitors Into Customers
Conversion Rate Optimisation: The Science Behind Turning Visitors Into CustomersConversion Rate Optimisation: The Science Behind Turning Visitors Into Customers
Conversion Rate Optimisation: The Science Behind Turning Visitors Into CustomersWeb Marketing ROI
 
DV 2016: Building a Culture of Testing and Optimization
DV 2016: Building a Culture of Testing and OptimizationDV 2016: Building a Culture of Testing and Optimization
DV 2016: Building a Culture of Testing and OptimizationTealium
 
How to build an effective conversion program on a budget
 How to build an effective conversion program on a budget  How to build an effective conversion program on a budget
How to build an effective conversion program on a budget Joni Lindgren
 
How to Effectively Experiment in PM by LendingTree Sr PM
How to Effectively Experiment in PM by LendingTree Sr PMHow to Effectively Experiment in PM by LendingTree Sr PM
How to Effectively Experiment in PM by LendingTree Sr PMProduct School
 
How To Maximise ROI With Creative Optimization
How To Maximise ROI With Creative OptimizationHow To Maximise ROI With Creative Optimization
How To Maximise ROI With Creative OptimizationironSource
 
Strategies for Effective AB Testing PPT.pptx
Strategies for Effective AB Testing PPT.pptxStrategies for Effective AB Testing PPT.pptx
Strategies for Effective AB Testing PPT.pptxAbijith52
 
DIGITAL MARKETING COURSE IN BANGALORE
DIGITAL MARKETING COURSE IN BANGALORE DIGITAL MARKETING COURSE IN BANGALORE
DIGITAL MARKETING COURSE IN BANGALORE Abijith52
 
Advance Your Advertising Strategy with Customer Lifetime Value Data Webinar
Advance Your Advertising Strategy with Customer Lifetime Value Data WebinarAdvance Your Advertising Strategy with Customer Lifetime Value Data Webinar
Advance Your Advertising Strategy with Customer Lifetime Value Data WebinarTinuiti
 

Similar to Webinar_ Demystifying A_B Testing_ Simplified Success for Your Campaigns (1).pdf (20)

Testing Strategies
Testing StrategiesTesting Strategies
Testing Strategies
 
Optimizing Your Key Conversion Points: 5 Things You Might’ve Missed
Optimizing Your Key Conversion Points: 5 Things You Might’ve MissedOptimizing Your Key Conversion Points: 5 Things You Might’ve Missed
Optimizing Your Key Conversion Points: 5 Things You Might’ve Missed
 
The 2017 eCommerce Marketer's Virtual Summit - Optimizing Your Key Conversion...
The 2017 eCommerce Marketer's Virtual Summit - Optimizing Your Key Conversion...The 2017 eCommerce Marketer's Virtual Summit - Optimizing Your Key Conversion...
The 2017 eCommerce Marketer's Virtual Summit - Optimizing Your Key Conversion...
 
SAMPLE SIZE – The indispensable A/B test calculation that you’re not making
SAMPLE SIZE – The indispensable A/B test calculation that you’re not makingSAMPLE SIZE – The indispensable A/B test calculation that you’re not making
SAMPLE SIZE – The indispensable A/B test calculation that you’re not making
 
Cross channel testing insights and recommendations - jump - oct 12 2011 - w...
Cross channel testing   insights and recommendations - jump - oct 12 2011 - w...Cross channel testing   insights and recommendations - jump - oct 12 2011 - w...
Cross channel testing insights and recommendations - jump - oct 12 2011 - w...
 
Widemile and Microsoft Multivariate Testing Case Study
Widemile and Microsoft Multivariate Testing Case StudyWidemile and Microsoft Multivariate Testing Case Study
Widemile and Microsoft Multivariate Testing Case Study
 
Definition of A/B testing and Case Studies by Optimizely
Definition of A/B testing and Case Studies by OptimizelyDefinition of A/B testing and Case Studies by Optimizely
Definition of A/B testing and Case Studies by Optimizely
 
Andreas Reiffen - SMX London Slidedeck
Andreas Reiffen - SMX London SlidedeckAndreas Reiffen - SMX London Slidedeck
Andreas Reiffen - SMX London Slidedeck
 
Creative Ad Testing for Top Performance on Facebook & Instagram Webinar
Creative Ad Testing for Top Performance on Facebook & Instagram WebinarCreative Ad Testing for Top Performance on Facebook & Instagram Webinar
Creative Ad Testing for Top Performance on Facebook & Instagram Webinar
 
Website Optimization Without a Committee: Using Testing to Make Decisions
Website Optimization Without a Committee: Using Testing to Make DecisionsWebsite Optimization Without a Committee: Using Testing to Make Decisions
Website Optimization Without a Committee: Using Testing to Make Decisions
 
Create Successful Campaign with AB Testing
Create Successful Campaign with AB Testing Create Successful Campaign with AB Testing
Create Successful Campaign with AB Testing
 
Conversion Rate Optimisation: The Science Behind Turning Visitors Into Customers
Conversion Rate Optimisation: The Science Behind Turning Visitors Into CustomersConversion Rate Optimisation: The Science Behind Turning Visitors Into Customers
Conversion Rate Optimisation: The Science Behind Turning Visitors Into Customers
 
DV 2016: Building a Culture of Testing and Optimization
DV 2016: Building a Culture of Testing and OptimizationDV 2016: Building a Culture of Testing and Optimization
DV 2016: Building a Culture of Testing and Optimization
 
How to build an effective conversion program on a budget
 How to build an effective conversion program on a budget  How to build an effective conversion program on a budget
How to build an effective conversion program on a budget
 
How to Effectively Experiment in PM by LendingTree Sr PM
How to Effectively Experiment in PM by LendingTree Sr PMHow to Effectively Experiment in PM by LendingTree Sr PM
How to Effectively Experiment in PM by LendingTree Sr PM
 
How To Maximise ROI With Creative Optimization
How To Maximise ROI With Creative OptimizationHow To Maximise ROI With Creative Optimization
How To Maximise ROI With Creative Optimization
 
The Power of A/B Testing
The Power of A/B TestingThe Power of A/B Testing
The Power of A/B Testing
 
Strategies for Effective AB Testing PPT.pptx
Strategies for Effective AB Testing PPT.pptxStrategies for Effective AB Testing PPT.pptx
Strategies for Effective AB Testing PPT.pptx
 
DIGITAL MARKETING COURSE IN BANGALORE
DIGITAL MARKETING COURSE IN BANGALORE DIGITAL MARKETING COURSE IN BANGALORE
DIGITAL MARKETING COURSE IN BANGALORE
 
Advance Your Advertising Strategy with Customer Lifetime Value Data Webinar
Advance Your Advertising Strategy with Customer Lifetime Value Data WebinarAdvance Your Advertising Strategy with Customer Lifetime Value Data Webinar
Advance Your Advertising Strategy with Customer Lifetime Value Data Webinar
 

More from VWO

Fueling A_B experiments with behavioral insights (1).pdf
Fueling A_B experiments with behavioral insights (1).pdfFueling A_B experiments with behavioral insights (1).pdf
Fueling A_B experiments with behavioral insights (1).pdfVWO
 
Research and Discovery Tools for Experimentation - 17 Apr 2024 - v 2.3 (1).pdf
Research and Discovery Tools for Experimentation - 17 Apr 2024 - v 2.3 (1).pdfResearch and Discovery Tools for Experimentation - 17 Apr 2024 - v 2.3 (1).pdf
Research and Discovery Tools for Experimentation - 17 Apr 2024 - v 2.3 (1).pdfVWO
 
Life between variants by Tomas Voves.pdf
Life between variants by Tomas Voves.pdfLife between variants by Tomas Voves.pdf
Life between variants by Tomas Voves.pdfVWO
 
Message-Market Fit VWO Workshop by Daphne tideman
Message-Market Fit VWO Workshop by Daphne tidemanMessage-Market Fit VWO Workshop by Daphne tideman
Message-Market Fit VWO Workshop by Daphne tidemanVWO
 
A_B Testing Personalized Meditation Recommendations.pdf
A_B Testing Personalized Meditation Recommendations.pdfA_B Testing Personalized Meditation Recommendations.pdf
A_B Testing Personalized Meditation Recommendations.pdfVWO
 
Converting with Comedy: Research Parallels for CRO
Converting with Comedy: Research Parallels for CROConverting with Comedy: Research Parallels for CRO
Converting with Comedy: Research Parallels for CROVWO
 
Unifying feature management with experiments - Server Side Webinar (1).pdf
Unifying feature management with experiments - Server Side Webinar (1).pdfUnifying feature management with experiments - Server Side Webinar (1).pdf
Unifying feature management with experiments - Server Side Webinar (1).pdfVWO
 
Run more experiments with fewer resources
Run more experiments with fewer resourcesRun more experiments with fewer resources
Run more experiments with fewer resourcesVWO
 
Crafting High-Converting eCommerce Landing Pages
Crafting High-Converting eCommerce Landing PagesCrafting High-Converting eCommerce Landing Pages
Crafting High-Converting eCommerce Landing PagesVWO
 
Diseñando según la regulación actual de cookies para lograr más conversión
Diseñando según la regulación actual de cookies para lograr más conversiónDiseñando según la regulación actual de cookies para lograr más conversión
Diseñando según la regulación actual de cookies para lograr más conversiónVWO
 
VWO - Mark de Winter - Run more experiments with fewer resources.pdf
VWO - Mark de Winter - Run more experiments with fewer resources.pdfVWO - Mark de Winter - Run more experiments with fewer resources.pdf
VWO - Mark de Winter - Run more experiments with fewer resources.pdfVWO
 
Turn Website Visits into Conversions (2).pdf
Turn Website Visits into Conversions (2).pdfTurn Website Visits into Conversions (2).pdf
Turn Website Visits into Conversions (2).pdfVWO
 
Principales obstáculos de la experimentación y cómo abordarlos en StartUps...
Principales obstáculos de la experimentación y cómo abordarlos en StartUps...Principales obstáculos de la experimentación y cómo abordarlos en StartUps...
Principales obstáculos de la experimentación y cómo abordarlos en StartUps...VWO
 
Understand user struggles. Optimize mobile app UX.
Understand user struggles. Optimize mobile app UX.Understand user struggles. Optimize mobile app UX.
Understand user struggles. Optimize mobile app UX.VWO
 
Turn Website Visits into Conversions (1).pdf
Turn Website Visits into Conversions (1).pdfTurn Website Visits into Conversions (1).pdf
Turn Website Visits into Conversions (1).pdfVWO
 
Converting with Comedy: Research Parallels for CRO
Converting with Comedy: Research Parallels for CROConverting with Comedy: Research Parallels for CRO
Converting with Comedy: Research Parallels for CROVWO
 
Optimizing Mobile App UX for better engagement & conversions.pptx
Optimizing Mobile App UX for better engagement & conversions.pptxOptimizing Mobile App UX for better engagement & conversions.pptx
Optimizing Mobile App UX for better engagement & conversions.pptxVWO
 
Optimizing Mobile App UX for better engagement & conversions.pdf
Optimizing Mobile App UX for better engagement & conversions.pdfOptimizing Mobile App UX for better engagement & conversions.pdf
Optimizing Mobile App UX for better engagement & conversions.pdfVWO
 
7 puntos clave y prácticos en todo proyecto de CRO
7 puntos clave y prácticos en todo proyecto de CRO7 puntos clave y prácticos en todo proyecto de CRO
7 puntos clave y prácticos en todo proyecto de CROVWO
 
Tackling Conversion Problems with Personalization | VWO Webinars
Tackling Conversion Problems with Personalization | VWO WebinarsTackling Conversion Problems with Personalization | VWO Webinars
Tackling Conversion Problems with Personalization | VWO WebinarsVWO
 

More from VWO (20)

Fueling A_B experiments with behavioral insights (1).pdf
Fueling A_B experiments with behavioral insights (1).pdfFueling A_B experiments with behavioral insights (1).pdf
Fueling A_B experiments with behavioral insights (1).pdf
 
Research and Discovery Tools for Experimentation - 17 Apr 2024 - v 2.3 (1).pdf
Research and Discovery Tools for Experimentation - 17 Apr 2024 - v 2.3 (1).pdfResearch and Discovery Tools for Experimentation - 17 Apr 2024 - v 2.3 (1).pdf
Research and Discovery Tools for Experimentation - 17 Apr 2024 - v 2.3 (1).pdf
 
Life between variants by Tomas Voves.pdf
Life between variants by Tomas Voves.pdfLife between variants by Tomas Voves.pdf
Life between variants by Tomas Voves.pdf
 
Message-Market Fit VWO Workshop by Daphne tideman
Message-Market Fit VWO Workshop by Daphne tidemanMessage-Market Fit VWO Workshop by Daphne tideman
Message-Market Fit VWO Workshop by Daphne tideman
 
A_B Testing Personalized Meditation Recommendations.pdf
A_B Testing Personalized Meditation Recommendations.pdfA_B Testing Personalized Meditation Recommendations.pdf
A_B Testing Personalized Meditation Recommendations.pdf
 
Converting with Comedy: Research Parallels for CRO
Converting with Comedy: Research Parallels for CROConverting with Comedy: Research Parallels for CRO
Converting with Comedy: Research Parallels for CRO
 
Unifying feature management with experiments - Server Side Webinar (1).pdf
Unifying feature management with experiments - Server Side Webinar (1).pdfUnifying feature management with experiments - Server Side Webinar (1).pdf
Unifying feature management with experiments - Server Side Webinar (1).pdf
 
Run more experiments with fewer resources
Run more experiments with fewer resourcesRun more experiments with fewer resources
Run more experiments with fewer resources
 
Crafting High-Converting eCommerce Landing Pages
Crafting High-Converting eCommerce Landing PagesCrafting High-Converting eCommerce Landing Pages
Crafting High-Converting eCommerce Landing Pages
 
Diseñando según la regulación actual de cookies para lograr más conversión
Diseñando según la regulación actual de cookies para lograr más conversiónDiseñando según la regulación actual de cookies para lograr más conversión
Diseñando según la regulación actual de cookies para lograr más conversión
 
VWO - Mark de Winter - Run more experiments with fewer resources.pdf
VWO - Mark de Winter - Run more experiments with fewer resources.pdfVWO - Mark de Winter - Run more experiments with fewer resources.pdf
VWO - Mark de Winter - Run more experiments with fewer resources.pdf
 
Turn Website Visits into Conversions (2).pdf
Turn Website Visits into Conversions (2).pdfTurn Website Visits into Conversions (2).pdf
Turn Website Visits into Conversions (2).pdf
 
Principales obstáculos de la experimentación y cómo abordarlos en StartUps...
Principales obstáculos de la experimentación y cómo abordarlos en StartUps...Principales obstáculos de la experimentación y cómo abordarlos en StartUps...
Principales obstáculos de la experimentación y cómo abordarlos en StartUps...
 
Understand user struggles. Optimize mobile app UX.
Understand user struggles. Optimize mobile app UX.Understand user struggles. Optimize mobile app UX.
Understand user struggles. Optimize mobile app UX.
 
Turn Website Visits into Conversions (1).pdf
Turn Website Visits into Conversions (1).pdfTurn Website Visits into Conversions (1).pdf
Turn Website Visits into Conversions (1).pdf
 
Converting with Comedy: Research Parallels for CRO
Converting with Comedy: Research Parallels for CROConverting with Comedy: Research Parallels for CRO
Converting with Comedy: Research Parallels for CRO
 
Optimizing Mobile App UX for better engagement & conversions.pptx
Optimizing Mobile App UX for better engagement & conversions.pptxOptimizing Mobile App UX for better engagement & conversions.pptx
Optimizing Mobile App UX for better engagement & conversions.pptx
 
Optimizing Mobile App UX for better engagement & conversions.pdf
Optimizing Mobile App UX for better engagement & conversions.pdfOptimizing Mobile App UX for better engagement & conversions.pdf
Optimizing Mobile App UX for better engagement & conversions.pdf
 
7 puntos clave y prácticos en todo proyecto de CRO
7 puntos clave y prácticos en todo proyecto de CRO7 puntos clave y prácticos en todo proyecto de CRO
7 puntos clave y prácticos en todo proyecto de CRO
 
Tackling Conversion Problems with Personalization | VWO Webinars
Tackling Conversion Problems with Personalization | VWO WebinarsTackling Conversion Problems with Personalization | VWO Webinars
Tackling Conversion Problems with Personalization | VWO Webinars
 

Recently uploaded

DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdf
DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdfDIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdf
DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdfmayanksharma0441
 
定制(ULV毕业证书)拉文大学毕业证成绩单原版一比一
定制(ULV毕业证书)拉文大学毕业证成绩单原版一比一定制(ULV毕业证书)拉文大学毕业证成绩单原版一比一
定制(ULV毕业证书)拉文大学毕业证成绩单原版一比一s SS
 
The Skin Games 2024 25 - Sponsorship Deck
The Skin Games 2024 25 - Sponsorship DeckThe Skin Games 2024 25 - Sponsorship Deck
The Skin Games 2024 25 - Sponsorship DeckToluwanimi Balogun
 
TAM AdEx 2023 Cross Media Advertising Recap - Auto Sector
TAM AdEx 2023 Cross Media Advertising Recap - Auto SectorTAM AdEx 2023 Cross Media Advertising Recap - Auto Sector
TAM AdEx 2023 Cross Media Advertising Recap - Auto SectorSocial Samosa
 
Call Girls In Aerocity Delhi ❤️8860477959 Good Looking Escorts In 24/7 Delhi NCR
Call Girls In Aerocity Delhi ❤️8860477959 Good Looking Escorts In 24/7 Delhi NCRCall Girls In Aerocity Delhi ❤️8860477959 Good Looking Escorts In 24/7 Delhi NCR
Call Girls In Aerocity Delhi ❤️8860477959 Good Looking Escorts In 24/7 Delhi NCRlizamodels9
 
(Generative) AI & Marketing: - Out of the Hype - Empowering the Marketing M...
(Generative) AI & Marketing: - Out of the Hype - Empowering the Marketing M...(Generative) AI & Marketing: - Out of the Hype - Empowering the Marketing M...
(Generative) AI & Marketing: - Out of the Hype - Empowering the Marketing M...Hugues Rey
 
2024 SEO Trends for Business Success (WSA)
2024 SEO Trends for Business Success (WSA)2024 SEO Trends for Business Success (WSA)
2024 SEO Trends for Business Success (WSA)Jomer Gregorio
 
GreenSEO April 2024: Join the Green Web Revolution
GreenSEO April 2024: Join the Green Web RevolutionGreenSEO April 2024: Join the Green Web Revolution
GreenSEO April 2024: Join the Green Web RevolutionWilliam Barnes
 
Forecast of Content Marketing through AI
Forecast of Content Marketing through AIForecast of Content Marketing through AI
Forecast of Content Marketing through AIRinky
 
VIP Call Girls In Green Park 9654467111 Escorts Service
VIP Call Girls In Green Park 9654467111 Escorts ServiceVIP Call Girls In Green Park 9654467111 Escorts Service
VIP Call Girls In Green Park 9654467111 Escorts ServiceSapana Sha
 
Best Persuasive selling skills presentation.pptx
Best Persuasive selling skills  presentation.pptxBest Persuasive selling skills  presentation.pptx
Best Persuasive selling skills presentation.pptxMasterPhil1
 
BrightonSEO - Addressing SEO & CX - CMDL - Apr 24 .pptx
BrightonSEO -  Addressing SEO & CX - CMDL - Apr 24 .pptxBrightonSEO -  Addressing SEO & CX - CMDL - Apr 24 .pptx
BrightonSEO - Addressing SEO & CX - CMDL - Apr 24 .pptxcollette15
 
What I learned from auditing over 1,000,000 websites - SERP Conf 2024 Patrick...
What I learned from auditing over 1,000,000 websites - SERP Conf 2024 Patrick...What I learned from auditing over 1,000,000 websites - SERP Conf 2024 Patrick...
What I learned from auditing over 1,000,000 websites - SERP Conf 2024 Patrick...Ahrefs
 
pptx.marketing strategy of tanishq. pptx
pptx.marketing strategy of tanishq. pptxpptx.marketing strategy of tanishq. pptx
pptx.marketing strategy of tanishq. pptxarsathsahil
 
The 10 Most Influential CMO's Leading the Way of Success, 2024 (Final file) (...
The 10 Most Influential CMO's Leading the Way of Success, 2024 (Final file) (...The 10 Most Influential CMO's Leading the Way of Success, 2024 (Final file) (...
The 10 Most Influential CMO's Leading the Way of Success, 2024 (Final file) (...CIO Business World
 
Do More with Less: Navigating Customer Acquisition Challenges for Today's Ent...
Do More with Less: Navigating Customer Acquisition Challenges for Today's Ent...Do More with Less: Navigating Customer Acquisition Challenges for Today's Ent...
Do More with Less: Navigating Customer Acquisition Challenges for Today's Ent...Search Engine Journal
 
The Pitfalls of Keyword Stuffing in SEO Copywriting
The Pitfalls of Keyword Stuffing in SEO CopywritingThe Pitfalls of Keyword Stuffing in SEO Copywriting
The Pitfalls of Keyword Stuffing in SEO CopywritingJuan Pineda
 
ASO Process: What is App Store Optimization
ASO Process: What is App Store OptimizationASO Process: What is App Store Optimization
ASO Process: What is App Store OptimizationAli Raza
 
Exploring The World Of Adult Ad Networks.pdf
Exploring The World Of Adult Ad Networks.pdfExploring The World Of Adult Ad Networks.pdf
Exploring The World Of Adult Ad Networks.pdfmarcuslary231
 
What are the 4 characteristics of CTAs that convert?
What are the 4 characteristics of CTAs that convert?What are the 4 characteristics of CTAs that convert?
What are the 4 characteristics of CTAs that convert?Juan Pineda
 

Recently uploaded (20)

DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdf
DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdfDIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdf
DIGITAL MARKETING STRATEGY_INFOGRAPHIC IMAGE.pdf
 
定制(ULV毕业证书)拉文大学毕业证成绩单原版一比一
定制(ULV毕业证书)拉文大学毕业证成绩单原版一比一定制(ULV毕业证书)拉文大学毕业证成绩单原版一比一
定制(ULV毕业证书)拉文大学毕业证成绩单原版一比一
 
The Skin Games 2024 25 - Sponsorship Deck
The Skin Games 2024 25 - Sponsorship DeckThe Skin Games 2024 25 - Sponsorship Deck
The Skin Games 2024 25 - Sponsorship Deck
 
TAM AdEx 2023 Cross Media Advertising Recap - Auto Sector
TAM AdEx 2023 Cross Media Advertising Recap - Auto SectorTAM AdEx 2023 Cross Media Advertising Recap - Auto Sector
TAM AdEx 2023 Cross Media Advertising Recap - Auto Sector
 
Call Girls In Aerocity Delhi ❤️8860477959 Good Looking Escorts In 24/7 Delhi NCR
Call Girls In Aerocity Delhi ❤️8860477959 Good Looking Escorts In 24/7 Delhi NCRCall Girls In Aerocity Delhi ❤️8860477959 Good Looking Escorts In 24/7 Delhi NCR
Call Girls In Aerocity Delhi ❤️8860477959 Good Looking Escorts In 24/7 Delhi NCR
 
(Generative) AI & Marketing: - Out of the Hype - Empowering the Marketing M...
(Generative) AI & Marketing: - Out of the Hype - Empowering the Marketing M...(Generative) AI & Marketing: - Out of the Hype - Empowering the Marketing M...
(Generative) AI & Marketing: - Out of the Hype - Empowering the Marketing M...
 
2024 SEO Trends for Business Success (WSA)
2024 SEO Trends for Business Success (WSA)2024 SEO Trends for Business Success (WSA)
2024 SEO Trends for Business Success (WSA)
 
GreenSEO April 2024: Join the Green Web Revolution
GreenSEO April 2024: Join the Green Web RevolutionGreenSEO April 2024: Join the Green Web Revolution
GreenSEO April 2024: Join the Green Web Revolution
 
Forecast of Content Marketing through AI
Forecast of Content Marketing through AIForecast of Content Marketing through AI
Forecast of Content Marketing through AI
 
VIP Call Girls In Green Park 9654467111 Escorts Service
VIP Call Girls In Green Park 9654467111 Escorts ServiceVIP Call Girls In Green Park 9654467111 Escorts Service
VIP Call Girls In Green Park 9654467111 Escorts Service
 
Best Persuasive selling skills presentation.pptx
Best Persuasive selling skills  presentation.pptxBest Persuasive selling skills  presentation.pptx
Best Persuasive selling skills presentation.pptx
 
BrightonSEO - Addressing SEO & CX - CMDL - Apr 24 .pptx
BrightonSEO -  Addressing SEO & CX - CMDL - Apr 24 .pptxBrightonSEO -  Addressing SEO & CX - CMDL - Apr 24 .pptx
BrightonSEO - Addressing SEO & CX - CMDL - Apr 24 .pptx
 
What I learned from auditing over 1,000,000 websites - SERP Conf 2024 Patrick...
What I learned from auditing over 1,000,000 websites - SERP Conf 2024 Patrick...What I learned from auditing over 1,000,000 websites - SERP Conf 2024 Patrick...
What I learned from auditing over 1,000,000 websites - SERP Conf 2024 Patrick...
 
pptx.marketing strategy of tanishq. pptx
pptx.marketing strategy of tanishq. pptxpptx.marketing strategy of tanishq. pptx
pptx.marketing strategy of tanishq. pptx
 
The 10 Most Influential CMO's Leading the Way of Success, 2024 (Final file) (...
The 10 Most Influential CMO's Leading the Way of Success, 2024 (Final file) (...The 10 Most Influential CMO's Leading the Way of Success, 2024 (Final file) (...
The 10 Most Influential CMO's Leading the Way of Success, 2024 (Final file) (...
 
Do More with Less: Navigating Customer Acquisition Challenges for Today's Ent...
Do More with Less: Navigating Customer Acquisition Challenges for Today's Ent...Do More with Less: Navigating Customer Acquisition Challenges for Today's Ent...
Do More with Less: Navigating Customer Acquisition Challenges for Today's Ent...
 
The Pitfalls of Keyword Stuffing in SEO Copywriting
The Pitfalls of Keyword Stuffing in SEO CopywritingThe Pitfalls of Keyword Stuffing in SEO Copywriting
The Pitfalls of Keyword Stuffing in SEO Copywriting
 
ASO Process: What is App Store Optimization
ASO Process: What is App Store OptimizationASO Process: What is App Store Optimization
ASO Process: What is App Store Optimization
 
Exploring The World Of Adult Ad Networks.pdf
Exploring The World Of Adult Ad Networks.pdfExploring The World Of Adult Ad Networks.pdf
Exploring The World Of Adult Ad Networks.pdf
 
What are the 4 characteristics of CTAs that convert?
What are the 4 characteristics of CTAs that convert?What are the 4 characteristics of CTAs that convert?
What are the 4 characteristics of CTAs that convert?
 

Webinar_ Demystifying A_B Testing_ Simplified Success for Your Campaigns (1).pdf

  • 3. Agenda ● Why testing is important ● Testing strategies to use right now ● How to take action ● Case studies ● 5 checks for success 3
  • 4. Why Testing Is Important 4
  • 5. Why A/B Testing Is Important Percent of companies that perform A/B testing on their email campaigns 59% Average revenue per unique visitor can increase by up to 50% 50% Email conversion can improve by up to 49% from conducting A/B tests 49% 5 Sources: EnterpriseApps Today, VWO, Campaign Monitor
  • 6. Testing Tips DEFINE YOUR GOALS ● What are you looking to achieve from this test? ○ Higher click rates, higher conversion rates, drive incremental revenue, etc. EXECUTE TRUE A/B SPLITS ● Resist the temptation to test more than one variable at a time ● Compare a test variation against a control group ● Avoid multivariate testing as it tends to introduce too much complexity and potential for erroneous results SET IT UP FOR SUCCESS ● Use a large enough sample size so you are able to see results. Typically we recommend each group be at least 10K subscribers ● Run any single test at least 4-5 times as this helps uncover trends and reduces noise ● Know what you are measuring and do not test just because 6
  • 7. Testing Strategies To Use Right Now 7
  • 8. What To Test Testing Time ● Time of day & try testing offset times ● Day of the week ● Frequency testing ● Campaign duration ● Seasonal timing Creative Tests ● Short vs. long templates ● Reformatting the layout ● Use of product imagery - lifestyle vs studio ● Text link vs button CTA Dynamic Content ● Product Recommendations vs Static ● Adding behavioral content to campaigns ○ Reminder Banners recently viewed or carted products ○ Loyalty Status 8
  • 9. Creating Variations 9 Testing Ideas ● Subject line variations can include personalization, length, emojis or $ vs % ● Sender names can include brand, status, personalization ● CTA can include design, placement, copy, etc. ● Personalization can vary in sender name, subject line and even email creative ● Timing can vary based on time of day, timezone or day of week Shop Now Try it on! I’m in Discover VS
  • 10. Screenshot Screenshot 10 Testing Opportunities ● Timing: test the best time of day to send your messages ○ This will differ from what you see in email ● Frequency: test how often you’re sending ● Message content: test different variations of your message content. Ex: SMS vs MMS ● Call-to-action: test different copy in your CTA or test asking for a reply vs. clicking a CTA link ● Personalization: test personal elements such as using recipient's name, location or content based on their consumer behavior Overall, SMS testing is an important part of optimizing your mobile marketing campaigns. By testing different elements of your text messages, you can improve your engagement rates and drive better results. What Can We Do With SMS?
  • 11. How To Take Action 11
  • 12. Setup Within Your Platform 12 ● Most platforms include A/B test functionality ○ If not, ensure that you randomly split your list ● Tests should be run on similar types of sends to avoid skewed results due to promo or high impact content ● Groups should be static throughout the test vs randomized for every send. ● Reduce potential noise by sending at the same time, from the same IP and domain, etc
  • 13. Analyzing Your Results 13 ● Allow enough time for results to compile ● Run all results through a statistical significance calculator ○ Recommend using a 95% confidence interval ● Only use calculated metrics to determine winner ● Run tests multiple times to confirm results ● Implement winning strategy based on data, iterate, and optimize
  • 15. Screenshot Screenshot Onsite Overlays ● During sitewide sales Sand Cloud tested having their overlays match the onsite promotions vs a shopping spree giveaway. ● Hypothesis: Giveaway would win as it was providing an additional incentive vs what was already advertised on the website. ○ Spoiler Alert: We were wrong! ● Matching the sitewide offer ○ +15% increase in CTR ○ +13% increase in Email Sign Ups ○ +25% Increase in SMS Sign Ups 15
  • 16. Challenge: Brooks Running US wanted to determine what types of content should be linked in their redesigned email header to generate more engagement. Solution & Results: Tinuiti ran a series of A/B tests that found having links to “Women’s” and “Men’s” categories rather than “Shoes” and “Apparel” led to a 64% increase in click rates while also improving revenue per delivery by 10%. Brooks Running US Optimizes Its New Header Through A/B Testing + 64% Increase in Click Through Rate + 10% Increase in Rev/Del
  • 17. Screenshot Back to the Basics Simple Letter Format A/B tested sending an email in a letter formant from the CMO & Co-Founder at Sand Cloud vs our standard designed Sale Email to our active email subscribers. Results ● +17% increase in Open Rate ● +123% increase in Click Rate ● +106% increase in Revenue/Delivered 17
  • 18. 5 Checks for Success 18
  • 19. 5 Checks for Success Demystifying A/B Testing: Checks for Success Don’t over complicate it Build your test to only have two variables so you are running a true A/B test and eliminating extra noise that could skew your results. Know what you are measuring Have a true variable you are testing against and DO NOT test just because. This will lead you to having results for that specific email or text, but will not lead you with any actionable metrics that you can use for future campaigns. Set it up for Success Randomize your audience, have a sizeable list to test, and reduce potential noise by sending at the same time, from the same IP and domain, Give your test time run Run the same test across multiple campaigns and make sure you are checking for statistical significance. We recommend a 95% confidence interval. Re-evaluate results As your subscriber lists grow, test again as your audience preferences may change over time 19