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Unique test database
reveals gold nuggets
Fiona McPhee
Why do we test?
Huge database of test
results
No guarantees – nothing
stays the same
Short-term vs. Long-term
World of myths to bust
Testing for over 12 years
Keep In Mind
Have a test strategy & hypothesis for each
Does it have a chance of being valid?
Can you do anything with the potential
results?
Have a control group & test group(s)
Have a test budget
A / B
??
What is affecting
response
Digital: What has and
hasn’t worked
Channels: Direct Mail,
Digital, Phone
What is affecting
income
Testing Propositions &
Language
What is on the horizon?
% $
The biggest things that influence response rates
Asking
Audience
Contact Rates / Open rates
Ability to contact in future
Should we ask?
In a direct mail survey test the
inclusion of an ask at the end of
the survey significantly
increased response rate, return
on investment and net income.
Test Segment Mailed # Resp Resp Rate Avg Gift
Gross
Income
Net Income ROI
Ask 4847 285 5.9% $49.55 $14,123 -$2,308 0.86
No Ask 4855 198 4.1% $57.23 $11,331 -$5,127 0.69
Should we make specific asks?
In a direct mail appeal test we asked in
the copy and on the response
mechanism against just on the response
mechanism. The ask in copy and on the
response mechanism significantly
increased response rate
Test Segment Mailed # Resp Income Response Rate AvgGift
Ask in Copy & RM 5248 354 $18,818.00 6.75% $ 53.16
Ask on RM Only 5248 299 $17,765.20 5.70% $ 59.42
This is a sample text.
Insert your desired text here.
Sample text
The low multiplier
significantly increased
response rate for a direct
mail regular giving
conversion ask
Test Segment Mailed # RG Resp RG Resp Rate
Avg Annual RG
Value
Annual Value
High Ask 2,241 59 2.6% $246.10 $14,520
Low Ask 2,242 95 4.2% $171.66 $16,308
How high should we ask?
Audience Testing
Mail: Response highest from
most recent
Phone: Variables such as
channel and pay type also
have significant impact
Warm
Strong responders
There is a cost to
swapping
Charity Givers
Mail: Quality of data
critical
Phone: Your own
leads can increase
response
Tepid
Cheap = cheap
Know what you are
testing
Cold
ResponseRates
Direct Mail Phone Online
Face to Face Media Other
0%
25%
50%
75%
100%
0%
25%
50%
75%
100%
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
MailabilityRate
Contact Rates
Contact Rates
Charity A: ~40k
RGs
Year 1 Year 2 Year 3
# Campaigns /
Batches
1 2 5
Conversations 6,960 12,828 19,685
Upgrades 2,288 4,840 5,827
Yr 5 Net Income $1,086,000 $2,719,000 $2,907,000
Charity B: ~16k RGs Year 1 Year 2
# Campaigns / Batches 1 2
Conversations 5,174 10,901
Upgrades 2,070 4,197
Yr 5 Net Income $1,141,000 $1,977,000
Contact detail capture: Digital Lead Generation
Mandatory
=
Less sign ups
Higher quality
90% to call
Not Mandatory
=
More volume
25% phone opt
out
0
500
1,000
1,500
2,000
2,500
3,000
0%
10%
20%
30%
40%
50%
60%
70%
Addr1 Addr1
Email
Addr1
Email
Landline
Addr1
Email
Landline
Mobile
Addr1
Email
Mobile
Addr1
Landline
Addr1
Mobile
Email Email
Landline
Email
Mobile
2nd Gift Rate (Year 1) Recruits
Base:2009 - 2014 Recruits
Multi-contact opportunity
donors have the highest
second gift rates. No
address sees much lower
conversion.
Address & Mobile
potentially an age thing
Information
provided by
donors can be
increased over
time
Information
provided by
donors can be
increased over
time
The biggest things that influence income
Asking
Longer is better
Tangible
Asking
Test
Segment
Qty Mailed Resp Resp Rate Ave Gift
Net
Income
ROI
Ask 9,831 1,858 19.9% $57.02 $93,610 8.59
No Ask in
Copy nor
RM
4,240 648 15.3% $47.81 $25,641 5.80
Is longer better?
That longer appeal
letters will generate a
lower response
8 campaigns – 6 charities
2 significant results for
response
Only resulted in significantly higher income on
one occasion
Test Mailed Resp# RR% AV G Net Return
4pp 9,415 2,554 27.1% $59.03 $124,769 5.80
2pp 9,415 2,287 24.3% $57.44 $106,129 5.21
For an individual test though
Likely to be marginal
difference
Any cost of 4pp vs. 2pp
Would have to be less
than that.
4pp Generates more
large gifts & consistently
more income
Gross Income per ‘000 mailed
An average of an extra $1 per
donor mailed
Is longer better?
Is Tied better?
That asking for Tied funds
(vs. General funds) will not
increase RR% or Av Gift
Significant result on RR%
Average gift higher for Tied funds but not
enough to outweigh lower RR% across the
campaign
Test Mailed Response RR% AV G
General 17,324 2,826 16.31% $50.06
Tied 17,325 2,661 15.36% $45.62
“If I can not raise $100,000, I will
have to cut X service.”
Vs.
“If I can not raise $100,000, we will
have to consider cutting the X
program and others like it.”
More Gold?
World largest single mass of Gold, 630 pounds
Testing Propositions
Three propositions vying for supremacy
Two taken to the phones with warm
donors
One significantly out pulled the other half way
through calling
01
02
03
Welcome to Stroke Foundation Life Savers.
Thank you for taking the time to speak with one of
the team recently and thank you so much for making
the wonderful decision to join Life Savers.- helping
us to run a powerful and sustained national
campaign to stop so many people dying needlessly.
Together we can save a life every hour.
Thank you for taking the time to speak with one of
the team recently and thank you so much for making
the wonderful decision to join us in spreading the
message to save lives - helping us to fill in the gaps
in people’s knowledge about stroke.
By choosing to make a monthly donation you are
continuing to change lives and will be helping to
make sure everyone in New Zealand knows how to
reduce the chance of stroke, how to recognise stroke
and what to do if a stroke happens.
Testing Language
Does the use of colloquial language increase response rate?
The use of Kiwi (vs. New Zealand) language in variable copy increased
response rates. Average gifts were down for the colloquial test group – did
we put off posher donors?
Less formal language positively impacting response. Finding the right tone in
relation to each appeal / story important and we are looking at
testing/adaptation for the Mid-Value Donor program.
01
02
03
Test Segment
Mailed
Cash Avg
Gift
RG Avg Gift
Comb
ROI
Comb
RR%
Kiwi 26,534 $46 $13 3.04 4.21%
New Zealand 26,454 $57 $14 3.04 3.83%
Digital: Direct to Donation
10 years ago it
worked
Early adopters
getting results
Integrating
warm was
getting traction
Asking to get
married before
the first date?
Digital: Direct to Donation
Too high a
barrier to
donating as first
interaction
10 years ago it
worked
Now: Wall to Wall
advertising
Lifeline
STEP 1 – Drive to Petition
Facebook – best performing creative, Step 1 – Petition
1 2 3
Lead Acquisition
Signatures: 65,027
Email opt-ins: 31,609
Phone opt-ins: 8,838
Some of the things we are testing in the digi space now
• Digital to phone
• Digital to digitalConversion Step
• Petition
• Survey
• Pledge
Lead Sources
• Targeting within mediaMedia
• Link Ad
• Canvas
• Carousels
• Video Slideshows
Format
• Stories
• Images
• Subject lines
Creative
Channel Integration
Does the provision of online options increase survey
response?
Including both the launch email and the post email had the most
significant impact on Survey response. The emails had no significant
impact on financial donations to the Survey.
Email integration had a positive impact on the key objective of the appeal.
Continuing to increase email penetration rates and testing email execution
needed.
01
02
03
Ask Tests
Level change
against each
other
Fixed string
against
calculated
Number of
asks
Type of asks
Combining
NL/Survey
with an ask
Highlight asks
Reversing
sequence
Other than
ask1 in copy,
no ask in copy
My choice on
RM
Having no calculated
asks on RM and copy
suppresses the
response and results in
lower average gift
Numbers of asks in copy
– insignificant outcomes
Adding ask at end of
survey increases
response rate
5 Charities, 6 tests, 1
significant
Number of Asks
Ask Testing
Sample text
Highlight asks
Insignificant
Reverse Sequence Ask 2 As Main
Lowers Response but
appears to increase
average gift
Insignificant Significant
Direct Mail Pack
Additions Testing
Does inclusion of a premium (Note pad) vs no premium uplift
response rate?
Inclusion of a Notepad Premium uplifted response rate to the appeal –
however due to the higher cost of this pack, ROI is lower
Premiums continue to uplift response, however cost and audience needs to
be carefully balanced to make it a valid option going forward
01
02
03
Pack Additions Testing
Significant higher response rate
and net income
Include a Calendar
Significantly lower
average gift
More responded
Significantly higher response rate
and average gift
Include an
Involvement Device
Significantly lower net
income
Sample text
Significantly higher response rate
Post It Notes
Increased net income
Significantly lower response rate &
net income
Adding Newsletter
Higher average gift
with newsletter
More responded More responded Less responded
What is on the horizon?
1
2 Splitting incorrectly & not
sticking with it
What is it? How do you
provide it? How can you
test its impact/value?
Measure the income &
retention vs. total cost
over an extended period
of time
3
Stewardship /
Donor Care
Wrong
Right
What is on the horizon?
1
2
Are we under emailing?
Under mailing? Under
communicating
What is appropriate?
What is effective?
One channel / more
channels? Or is it all too
much?
3
Frequency of Contact
Too Little?
Too Much?
fiona.mcphee@paretofundraising.com

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Direct marketing case studies that revealed “Gold nugget” learnings for better fundraising results

  • 1. Unique test database reveals gold nuggets Fiona McPhee
  • 2.
  • 3. Why do we test? Huge database of test results No guarantees – nothing stays the same Short-term vs. Long-term World of myths to bust Testing for over 12 years
  • 4. Keep In Mind Have a test strategy & hypothesis for each Does it have a chance of being valid? Can you do anything with the potential results? Have a control group & test group(s) Have a test budget A / B ??
  • 5. What is affecting response Digital: What has and hasn’t worked Channels: Direct Mail, Digital, Phone What is affecting income Testing Propositions & Language What is on the horizon? % $
  • 6. The biggest things that influence response rates Asking Audience Contact Rates / Open rates Ability to contact in future
  • 7. Should we ask? In a direct mail survey test the inclusion of an ask at the end of the survey significantly increased response rate, return on investment and net income. Test Segment Mailed # Resp Resp Rate Avg Gift Gross Income Net Income ROI Ask 4847 285 5.9% $49.55 $14,123 -$2,308 0.86 No Ask 4855 198 4.1% $57.23 $11,331 -$5,127 0.69
  • 8. Should we make specific asks? In a direct mail appeal test we asked in the copy and on the response mechanism against just on the response mechanism. The ask in copy and on the response mechanism significantly increased response rate Test Segment Mailed # Resp Income Response Rate AvgGift Ask in Copy & RM 5248 354 $18,818.00 6.75% $ 53.16 Ask on RM Only 5248 299 $17,765.20 5.70% $ 59.42
  • 9. This is a sample text. Insert your desired text here. Sample text The low multiplier significantly increased response rate for a direct mail regular giving conversion ask Test Segment Mailed # RG Resp RG Resp Rate Avg Annual RG Value Annual Value High Ask 2,241 59 2.6% $246.10 $14,520 Low Ask 2,242 95 4.2% $171.66 $16,308 How high should we ask?
  • 10. Audience Testing Mail: Response highest from most recent Phone: Variables such as channel and pay type also have significant impact Warm Strong responders There is a cost to swapping Charity Givers Mail: Quality of data critical Phone: Your own leads can increase response Tepid Cheap = cheap Know what you are testing Cold ResponseRates
  • 11. Direct Mail Phone Online Face to Face Media Other 0% 25% 50% 75% 100% 0% 25% 50% 75% 100% 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 MailabilityRate Contact Rates
  • 12. Contact Rates Charity A: ~40k RGs Year 1 Year 2 Year 3 # Campaigns / Batches 1 2 5 Conversations 6,960 12,828 19,685 Upgrades 2,288 4,840 5,827 Yr 5 Net Income $1,086,000 $2,719,000 $2,907,000 Charity B: ~16k RGs Year 1 Year 2 # Campaigns / Batches 1 2 Conversations 5,174 10,901 Upgrades 2,070 4,197 Yr 5 Net Income $1,141,000 $1,977,000
  • 13. Contact detail capture: Digital Lead Generation Mandatory = Less sign ups Higher quality 90% to call Not Mandatory = More volume 25% phone opt out
  • 14. 0 500 1,000 1,500 2,000 2,500 3,000 0% 10% 20% 30% 40% 50% 60% 70% Addr1 Addr1 Email Addr1 Email Landline Addr1 Email Landline Mobile Addr1 Email Mobile Addr1 Landline Addr1 Mobile Email Email Landline Email Mobile 2nd Gift Rate (Year 1) Recruits Base:2009 - 2014 Recruits Multi-contact opportunity donors have the highest second gift rates. No address sees much lower conversion. Address & Mobile potentially an age thing Information provided by donors can be increased over time
  • 15. Information provided by donors can be increased over time
  • 16. The biggest things that influence income Asking Longer is better Tangible
  • 17. Asking Test Segment Qty Mailed Resp Resp Rate Ave Gift Net Income ROI Ask 9,831 1,858 19.9% $57.02 $93,610 8.59 No Ask in Copy nor RM 4,240 648 15.3% $47.81 $25,641 5.80
  • 18. Is longer better? That longer appeal letters will generate a lower response 8 campaigns – 6 charities 2 significant results for response Only resulted in significantly higher income on one occasion Test Mailed Resp# RR% AV G Net Return 4pp 9,415 2,554 27.1% $59.03 $124,769 5.80 2pp 9,415 2,287 24.3% $57.44 $106,129 5.21
  • 19. For an individual test though Likely to be marginal difference Any cost of 4pp vs. 2pp Would have to be less than that. 4pp Generates more large gifts & consistently more income Gross Income per ‘000 mailed An average of an extra $1 per donor mailed Is longer better?
  • 20. Is Tied better? That asking for Tied funds (vs. General funds) will not increase RR% or Av Gift Significant result on RR% Average gift higher for Tied funds but not enough to outweigh lower RR% across the campaign Test Mailed Response RR% AV G General 17,324 2,826 16.31% $50.06 Tied 17,325 2,661 15.36% $45.62 “If I can not raise $100,000, I will have to cut X service.” Vs. “If I can not raise $100,000, we will have to consider cutting the X program and others like it.”
  • 21. More Gold? World largest single mass of Gold, 630 pounds
  • 22. Testing Propositions Three propositions vying for supremacy Two taken to the phones with warm donors One significantly out pulled the other half way through calling 01 02 03 Welcome to Stroke Foundation Life Savers. Thank you for taking the time to speak with one of the team recently and thank you so much for making the wonderful decision to join Life Savers.- helping us to run a powerful and sustained national campaign to stop so many people dying needlessly. Together we can save a life every hour. Thank you for taking the time to speak with one of the team recently and thank you so much for making the wonderful decision to join us in spreading the message to save lives - helping us to fill in the gaps in people’s knowledge about stroke. By choosing to make a monthly donation you are continuing to change lives and will be helping to make sure everyone in New Zealand knows how to reduce the chance of stroke, how to recognise stroke and what to do if a stroke happens.
  • 23. Testing Language Does the use of colloquial language increase response rate? The use of Kiwi (vs. New Zealand) language in variable copy increased response rates. Average gifts were down for the colloquial test group – did we put off posher donors? Less formal language positively impacting response. Finding the right tone in relation to each appeal / story important and we are looking at testing/adaptation for the Mid-Value Donor program. 01 02 03 Test Segment Mailed Cash Avg Gift RG Avg Gift Comb ROI Comb RR% Kiwi 26,534 $46 $13 3.04 4.21% New Zealand 26,454 $57 $14 3.04 3.83%
  • 24. Digital: Direct to Donation 10 years ago it worked Early adopters getting results Integrating warm was getting traction Asking to get married before the first date?
  • 25. Digital: Direct to Donation Too high a barrier to donating as first interaction 10 years ago it worked Now: Wall to Wall advertising
  • 26. Lifeline STEP 1 – Drive to Petition
  • 27. Facebook – best performing creative, Step 1 – Petition 1 2 3
  • 28. Lead Acquisition Signatures: 65,027 Email opt-ins: 31,609 Phone opt-ins: 8,838
  • 29. Some of the things we are testing in the digi space now • Digital to phone • Digital to digitalConversion Step • Petition • Survey • Pledge Lead Sources • Targeting within mediaMedia • Link Ad • Canvas • Carousels • Video Slideshows Format • Stories • Images • Subject lines Creative
  • 30. Channel Integration Does the provision of online options increase survey response? Including both the launch email and the post email had the most significant impact on Survey response. The emails had no significant impact on financial donations to the Survey. Email integration had a positive impact on the key objective of the appeal. Continuing to increase email penetration rates and testing email execution needed. 01 02 03
  • 31. Ask Tests Level change against each other Fixed string against calculated Number of asks Type of asks Combining NL/Survey with an ask Highlight asks Reversing sequence Other than ask1 in copy, no ask in copy My choice on RM
  • 32. Having no calculated asks on RM and copy suppresses the response and results in lower average gift Numbers of asks in copy – insignificant outcomes Adding ask at end of survey increases response rate 5 Charities, 6 tests, 1 significant Number of Asks
  • 33. Ask Testing Sample text Highlight asks Insignificant Reverse Sequence Ask 2 As Main Lowers Response but appears to increase average gift Insignificant Significant
  • 34. Direct Mail Pack Additions Testing Does inclusion of a premium (Note pad) vs no premium uplift response rate? Inclusion of a Notepad Premium uplifted response rate to the appeal – however due to the higher cost of this pack, ROI is lower Premiums continue to uplift response, however cost and audience needs to be carefully balanced to make it a valid option going forward 01 02 03
  • 35. Pack Additions Testing Significant higher response rate and net income Include a Calendar Significantly lower average gift More responded Significantly higher response rate and average gift Include an Involvement Device Significantly lower net income Sample text Significantly higher response rate Post It Notes Increased net income Significantly lower response rate & net income Adding Newsletter Higher average gift with newsletter More responded More responded Less responded
  • 36. What is on the horizon? 1 2 Splitting incorrectly & not sticking with it What is it? How do you provide it? How can you test its impact/value? Measure the income & retention vs. total cost over an extended period of time 3 Stewardship / Donor Care Wrong Right
  • 37. What is on the horizon? 1 2 Are we under emailing? Under mailing? Under communicating What is appropriate? What is effective? One channel / more channels? Or is it all too much? 3 Frequency of Contact Too Little? Too Much?