Targeting Your Digital Audiences: Multichannel Segmentation Strategies
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Transcript of Targeting Your Digital Audiences: Multichannel Segmentation Strategies
JESSIE LAMB
TARGETING YOUR DIGITAL AUDIENCES Multichannel Segmentation Strategies
Senior Web Analyst
ANNE BELL-FYSH Digital Marketing Strategist
Types of digital segmentation TARGETING YOUR DIGITAL AUDIENCES
Predictive with ongoing optimization
Dynamic messaging streams Messaging triggered by behavior, dynamic content based upon engagement
List based Past behavior, expressed interest, channel and/or some demographic data
RFM: recency, frequency, monetary value
One-size fits all
We could do better • The same people responding over and over again.
• Some people not responding at all to certain campaigns.
• We had the data, we just needed to look.
Case study: End of Year campaigns TARGETING YOUR DIGITAL AUDIENCES
Segmentation strategy Behavior-based
Target previous engagers in email and social
Non-donors and donors new-to-file given multiple offers
Do not re-offer asks that a donor has consistently not engaged with
Nimble response to engagement. If a particular audience is not engaging, give them something else
Test! Make sure we are able to measure and report back
With several closely timed campaigns, we wanted to find out if better segmentation could improve results overall.
What we tried – Past engagers TARGETING YOUR DIGITAL AUDIENCES
Target previous symbolic gift givers
Target people who have never received offer
Target those most likely to give through Mercy Corps symbolic gifts program.
Social Media
Support email strategy
Target previous symbolic gift givers with Facebook news feed and right column ads
What we tried – Non-engagers TARGETING YOUR DIGITAL AUDIENCES
Start End of Year messaging for non-Gifts purchasers earlier
Don’t send them offers they have not responded to
Send something different to people who have received the Mercy Corps Gifts offer in the past and not responded.
Social Media
No special targeting
What we tried – New to file TARGETING YOUR DIGITAL AUDIENCES
Give subscribers a chance to engage with multiple offers
Test pivoting to different offer early if one is not working
Provide multiple offers to new donors, followers and subscribers.
Social Media
No special targeting
Paid acquisition
Paid acquisition channels primarily given End of Year messaging
Overall combined email and social revenue increased 30%
Mercy Corps Gifts campaign revenue decreased by 17%, but End of Year revenue more than made up the difference
Email and social engaged 15% more donors while also raising average gift 11%
Results: Overall lift TARGETING YOUR DIGITAL AUDIENCES
Combined Revenue
Email and social revenue
FY15 FY16
30%
Past Mercy Corps Gifts donors performed exceptionally well, raising more than $2 per email sent
Email subscribers pivoted to new messaging in A/B test gave 90% more gifts than those continuing in original message stream
Results: Email engagement TARGETING YOUR DIGITAL AUDIENCES
Donations
Donation lift in email test
Control
Test
90%
Pivot more quickly or suppress non-responders
Actual testing and increased segmentation in social could improve outcomes
Test best offer for non-segmented audiences by channel
Look for indicators to help improve results from newer audiences
Results: Room for growth TARGETING YOUR DIGITAL AUDIENCES
Revenue per email
Revenue per delivered: End of Year starter message
End of Year only
End of Year & MC Gifts
86%
Segmentation by behavior works
Roll out segmentation strategies to additional campaigns / channels
Test into messaging streams and pivot strategies
Continue data analysis and monitoring for predictive indicators
Learnings and next steps TARGETING YOUR DIGITAL AUDIENCES
Case Study: Partners In Mercy
Create target audiences using donor segment email lists
Craft specific messaging for each target audience
Utilize Facebook custom audience tools to target each new audience segment
Monitor and manage tactics based on audience response
Measure response and report on outcome
TARGETING YOUR DIGITAL AUDIENCES
Partners In Mercy are an incredibly valuable audience, but are also very elusive. Our goal was to acquire new PIMs while testing audience segmentation and targeting tools within Facebook. Strategy
Those not connected to Mercy Corps, but are likely to engage with us and our offer
Introduction to Mercy Corps and our work
around the world
Look-a-like audience modeling based on our
current donors and Partners In Mercy
What we tried – The right audience & message
TARGETING YOUR DIGITAL AUDIENCES
An audience with a strong and deep connection, who might like to deepen their
commitment
A $1 challenge—if all our Partners In Mercy give just
$1 more a month, the change we can make
would be amazing
Custom audience of current Partners In Mercy
Those with a strong connection to Mercy Corps,
who are likely to deepen that relationship by
becoming a monthly donor
The benefits of monthly giving to the beneficiaries
and the donor
Custom audience of current and lapsed donors
Audience Segments
Facebook Targeting
Message
Message: Turn your compassion into action, help families in need each month AND get a free tote bag!
Target audience: look-a-like audiences
Ad type: Facebook News Feed ads
Targeted audience size: 300,000
Audience: New to Mercy Corps TARGETING YOUR DIGITAL AUDIENCES
Message: Join our Partners In Mercy team today to help families in need each month AND receive a free tote bag
Target audience: Current and lapsed donors
Ad type: Facebook Promoted Post
Target audience size: 50,000
Audience: Connected to Mercy Corps but not a PIM
TARGETING YOUR DIGITAL AUDIENCES
Message: If every Partner In Mercy increased their gift by just $1 a month, we would have an additional $180K to help families in need
Target audience: current Partners In Mercy
Ad type: Facebook Promoted Posts
Target audience size: 5,700
Audience: Current PIMs TARGETING YOUR DIGITAL AUDIENCES
95% of the audience was served an ad
A small fraction of the audience became a PIM, but we found that people were more likely to make a one time gift
Average gift amount: $132
Social media users comments were positive and supported Mercy Corps and our work
Results: New to Mercy Corps TARGETING YOUR DIGITAL AUDIENCES
60% of the audience was served the Promoted Post
This audience had a lower than expected conversion rate
44% of those converted were lapsed donors
2 of the lapsed donors hadn’t given in at least 10 years
Social engagement was very high and the sentiment was positive
Results: Connected to Mercy Corps but not PIMs
TARGETING YOUR DIGITAL AUDIENCES
Just over half the audience was served the Promoted Post
1% of the audience increased their monthly donation
Additional annual revenue lift: 1%
81% upgraded beyond $1
Average upgrade amount: $5.50
Social conversation encouraged other PIMs to upgrade and comments were overwhelmingly positive
Results: PIM audience TARGETING YOUR DIGITAL AUDIENCES
“Go ahead and increase my monthly donation by the dollar! Hope everyone does the same”
Partner In Mercy Facebook Fan
Targeting custom audiences with tailored messaging does work and can lift overall results
Facebook Promoted Post can be extremely cost effective when used to target custom audiences
Testing is essential, start your testing today!
Learnings and next steps TARGETING YOUR DIGITAL AUDIENCES
Future opportunities TARGETING YOUR DIGITAL AUDIENCES
Custom Audiences
Interest based marketing
Omni channel marketing
Automation
Retargeting pixels Testing and predictive modeling Advanced segmentation Persona creation
Topic engagement research Dynamic content streams
Correlating messages at all touch points Testing topics and pivot points
Triggered messages Custom audience building
Challenges and considerations TARGETING YOUR DIGITAL AUDIENCES
Resources Platform limitations
Internal Comms
Obstacles
Staff, budget and time Too many targeting and segmentation options Expertise
Data integration Multiple platforms required Privacy concerns Lack of access to data
Not personalization Scope creep and scalability Difficulty communicating with non-technical teammates
Time to statistical significance Going down the rabbit hole Too much granularity Tests don’t usually win
Getting started TARGETING YOUR DIGITAL AUDIENCES
How to get started with digital channel segmentation:
Google Analytics demographic tools
Google Analytics retargeting tools
Use any data available to look for behavioral patterns and cohorts
Consider a tracking tool like KISSmetrics
Monitor results and assign analysis to someone on your team
If it’s not working, stop doing it. Try something else
Read up on predictive modeling. Even if you can’t have an analyst on your team, you should understand the concept
Test your ideas
Use your email file to start your custom audiences
Use Facebook and Twitter pixels to build custom audiences
Think about messaging — what do these custom audiences want to hear from you
Create an audience strategy and measure results
Use Facebook and Twitter ads manager
Start with a small budget and test, test, test
Monitor campaigns and make adjustments on the fly to maximize budget and results
Always review results against your strategy
Getting started TARGETING YOUR DIGITAL AUDIENCES
Getting started with custom audiences and social media ad targeting: