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The Online Laboratory:
Perfecting Your Outreach
Through Email Testing
#NNOnlineLab
WHO ARE YOU?
• Ben Betz
– Online Strategy Manager, People For the
American Way
• Damien Shirley
– Account Executive, Chapman Cubine
Adams + Hussey
WHAT IS AN EMAIL TEST?
• Send multiple versions of an email
• Identical except for a single test variable
• To a random, representative sample of your
email list
• Measuring which version performs better
• Goal: Try a new approach and see if it works
VS.
WHY SHOULD I TEST?
• Every email list is different
• There are best practices, but they don’t
always apply to every email list.
• You may know how your supporters
respond to your emails, but not why
• If you’re not testing, you’re guessing
• You might be leaving something on the
table
• Bottom line: Test to optimize your email
engagement.
WHAT DO I NEED TO GET
STARTED?
• Email list
• Email platform (CRM)
– Many have built-in testing modules
• Email messaging program
• Confidence calculator
WHAT SHOULD I TEST?
• Anything
• Test approaches that could improve
your email performance
– Let your data guide you
• Make your tests scalable
• Think outside the inbox
WHAT SHOULD I TEST: TESTING
IDEAS
• Sender
• Send time
• Send date
• Subject line
• Personalization
• Callout box position
• Callout box image
• Salutation
• Signer
• Length
• Tone
• Landing page
• Landing page
layout
HOW DO I TEST?
• Components:
– Control and test email versions
• Only difference: your test variable
• Only one test variable at a time
– Control and test audiences
• Random, representative samples of your list
– Bottom line: the only difference between
email versions should be the variable
you’re testing
HOW DO I TEST: TEST TYPES
• A/B split test
– One control email variant & one test email
variant
– Most common
– Easiest to set up
Control Test
• Multivariate Test
– One control email variant & multiple test
email variants
– Still only one test variable
– Better for larger lists
Control Test 1 Test 2
HOW DO I TEST: TEST TYPES
• Pre-Launch Test
– Send your control and test variant(s) to
small segments of your email list
– Launch the winning version to the rest of
your list
– Takes more time to set up
Control Test
To Full List
HOW DO I TEST: TEST TYPES
HOW OFTEN SHOULD I TEST?
• Always
• Or, as often as you can
• Continue until you get significant
results
HOW DO I KNOW WHAT WON?
• Check your data
• Use a confidence calculator
–Determine statistical significance
–Calculate your confidence interval
HOW DO I KNOW WHAT WON?
• What if neither variant wins?
–No significant difference: go with
your preference
–Mixed results: prioritize your metrics
WHAT NOW?
• Apply your results
• Plan your next test
• Build a testing library
• Embrace failure
• You’re not done yet: retesting
– No set schedule
– Let your data guide you
WHAT TO TEST: MEMBER DRIVE
• Test idea: Test including a member
drive versus standard renewal
messaging.
• Test type: A/B split test
• Control: Standard renewal messages.
• Test: Messages included the member
drive goal for new or renewed
members.
Standard Renewal Member Drive
WHAT TO TEST: MEMBER DRIVE
• Results:
– The member drive test had a higher
clickthrough rate.
– The member drive also test generated more
revenue per donor.
– Using a confidence calculator, we
determined that both of these results were
statistically significant.
• Recommendation:
– Include member drives in future renewal
campaigns.
WHAT TO TEST: MEMBER DRIVE
WHAT TO TEST: EMAIL LAYOUT
Personalized Member Invoice
vs. Standard Email Format
Invoice was the winner
WHAT TO TEST: CALLOUT BOX
IMAGE
Member Card
had a higher
clickthrough rate
Thermometer
had a higher response
rate (winner)
WHAT TO TEST: SENDER
• Testing campaign-y names as sender
versus names of staff
– Stop GOP Witch Hunts vs. NAME, PFAW
– Overturning Citizens United vs. NAME,
PFAW
– PFAW Membership Director vs. NAME,
PFAW
WHAT TO TEST: MESSAGE
• Message A vs. Message B
• Roll out a message to smaller segment
of the email list to test its strength prior
to full-list launch
QUESTIONS?

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The Online Laboratory: Perfecting Your Outreach Through Email Testing

  • 1. The Online Laboratory: Perfecting Your Outreach Through Email Testing #NNOnlineLab
  • 2. WHO ARE YOU? • Ben Betz – Online Strategy Manager, People For the American Way • Damien Shirley – Account Executive, Chapman Cubine Adams + Hussey
  • 3. WHAT IS AN EMAIL TEST? • Send multiple versions of an email • Identical except for a single test variable • To a random, representative sample of your email list • Measuring which version performs better • Goal: Try a new approach and see if it works VS.
  • 4. WHY SHOULD I TEST? • Every email list is different • There are best practices, but they don’t always apply to every email list. • You may know how your supporters respond to your emails, but not why • If you’re not testing, you’re guessing • You might be leaving something on the table • Bottom line: Test to optimize your email engagement.
  • 5. WHAT DO I NEED TO GET STARTED? • Email list • Email platform (CRM) – Many have built-in testing modules • Email messaging program • Confidence calculator
  • 6. WHAT SHOULD I TEST? • Anything • Test approaches that could improve your email performance – Let your data guide you • Make your tests scalable • Think outside the inbox
  • 7. WHAT SHOULD I TEST: TESTING IDEAS • Sender • Send time • Send date • Subject line • Personalization • Callout box position • Callout box image • Salutation • Signer • Length • Tone • Landing page • Landing page layout
  • 8. HOW DO I TEST? • Components: – Control and test email versions • Only difference: your test variable • Only one test variable at a time – Control and test audiences • Random, representative samples of your list – Bottom line: the only difference between email versions should be the variable you’re testing
  • 9. HOW DO I TEST: TEST TYPES • A/B split test – One control email variant & one test email variant – Most common – Easiest to set up Control Test
  • 10. • Multivariate Test – One control email variant & multiple test email variants – Still only one test variable – Better for larger lists Control Test 1 Test 2 HOW DO I TEST: TEST TYPES
  • 11. • Pre-Launch Test – Send your control and test variant(s) to small segments of your email list – Launch the winning version to the rest of your list – Takes more time to set up Control Test To Full List HOW DO I TEST: TEST TYPES
  • 12. HOW OFTEN SHOULD I TEST? • Always • Or, as often as you can • Continue until you get significant results
  • 13. HOW DO I KNOW WHAT WON? • Check your data • Use a confidence calculator –Determine statistical significance –Calculate your confidence interval
  • 14. HOW DO I KNOW WHAT WON? • What if neither variant wins? –No significant difference: go with your preference –Mixed results: prioritize your metrics
  • 15. WHAT NOW? • Apply your results • Plan your next test • Build a testing library • Embrace failure • You’re not done yet: retesting – No set schedule – Let your data guide you
  • 16. WHAT TO TEST: MEMBER DRIVE • Test idea: Test including a member drive versus standard renewal messaging. • Test type: A/B split test • Control: Standard renewal messages. • Test: Messages included the member drive goal for new or renewed members.
  • 17. Standard Renewal Member Drive WHAT TO TEST: MEMBER DRIVE
  • 18. • Results: – The member drive test had a higher clickthrough rate. – The member drive also test generated more revenue per donor. – Using a confidence calculator, we determined that both of these results were statistically significant. • Recommendation: – Include member drives in future renewal campaigns. WHAT TO TEST: MEMBER DRIVE
  • 19. WHAT TO TEST: EMAIL LAYOUT Personalized Member Invoice vs. Standard Email Format Invoice was the winner
  • 20. WHAT TO TEST: CALLOUT BOX IMAGE Member Card had a higher clickthrough rate Thermometer had a higher response rate (winner)
  • 21. WHAT TO TEST: SENDER • Testing campaign-y names as sender versus names of staff – Stop GOP Witch Hunts vs. NAME, PFAW – Overturning Citizens United vs. NAME, PFAW – PFAW Membership Director vs. NAME, PFAW
  • 22. WHAT TO TEST: MESSAGE • Message A vs. Message B • Roll out a message to smaller segment of the email list to test its strength prior to full-list launch