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A STARTUP’S GUIDE TO
LEAD SEGMENTATION
Ashley Minogue, Go-To-Market Strategist
Getting started with lead segmentation in one
day.
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 2
WE CAN ALL AGREE...
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 3
NOT ALL LEADS ARE CREATED
EQUAL.
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 4
AND THERE ARE MANY WAYS
TO SCORE & SEGMENT LEADS
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 5
YOU PROBABLY DON’T HAVE
AN ARMY OF DATA SCIENTISTS
(OR EVEN AN ANALYST) TO
HELP OUT.
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 6
EVEN STILL, A SIMPLE
FRAMEWORK CAN HELP YOU
GET STARTED IN JUST ONE
DAY.
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 7
YES, ONE DAY.
LET’S GET STARTED.
CREATE 4 LEAD SEGMENTS
BASED ON FIT &
ENGAGEMENT
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 9
DRUM UP INTEREST TOP PRIORITY
NOT A GOOD FIT LOW TOUCH
HIGH
HIGH ENGAGEMENTLOW ENGAGEMENT
FIT
(Demographics&Firmographics)
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 10
• High fit, but not engaged or showing signs of intent
• Try phone calls or off-site retargeting to win-back interest
1. DRUM UP INTEREST.
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 11
• The ideal customer – high fit & highly engaged
• When resources are tight, this is the segment you put above the rest.
Leverage high touch campaigns.
2. TOP PRIORITY
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 12
• Low fit (doesn’t fit target criteria) & not showing signs of intent
• Remove from funnel or nurture with automated campaigns
3. NOT A GOOD FIT
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 13
• Lower fit, but they are showing signs of engagement
• Move them through the funnel with limited resources – automated
campaigns & self-service
4. LOW TOUCH
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 14
NEXT, DETERMINE A SHORT
LIST OF PARAMETERS
CORRELATED WITH FIT &
ENGAGEMENT
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 15
• # of website views
• Last website visit
• # of emails opened
• # of meaningful phone conversation
• ….
• Industry
• Company size
• Role / Level
• Location
• ….
FIT ENGAGEMENT
The Golden Rule: Start simple & iterate over time.
Draft parameters based on your hypotheses of what impacts lead quality and then validate
with opportunity creation and win-rate analyses based on ~6 months of data. Don’t have
clean data? Invest in a one-time data enrichment.
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 16
THEN, ASSIGN POINT VALUES
FOR HIGH/MEDIUM/LOW
CRITERIA FOR EACH
PARAMETER
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 17
HIGH (+100) MEDIUM (+50) LOW (+0)
FIT
Industry
Retail, Hospitality Education, Internet All other
Company size 500+ 50-500 <50
…
ENGAGEMENT
Website visits last
last 30 days
2+ <2 None
Emails opened
last 30 days
2+ <2 None
…
FOR EXAMPLE
PUTTING IT ALL TOGETHER
Rolling out lead segmentation in 5 simple steps.
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 19
Using 6 month data set, assign determined point values per individual
lead
STEP 1
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 20
Sum scores to determine fit & engagement score per lead & analyze
distribution of fit & engagement scores across data set
STEP 2
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 21
Use median score as initial threshold of high vs. low fit & engagement
STEP 3
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 22
Analyze historical win-rate for 4 segments to validate whether scores
indicate quality & fit
STEP 4
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 23
If segmentation passes initial validation, roll-out segments (ideally
automated) & test SDR/Marketing segment-specific campaigns
STEP 5
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 24
17%
37%
34%
12%
Drum up interest Top priority
Low touch Not a good fit
Lead Segment % of Total
Based on 6 month historical data
Lead Distribution by Fit & Engagement Score
Based on 6 month historical data
SAMPLE OUTPUT OF LEAD SEGMENTATION ANALYSIS
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 25
DON’T FORGET…
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 26
1. SET UP A PLAN TO TRACK
RESULTS
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 27
2. ANALYZE IMPACT VIA
REGRESSION ANALYSIS
Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 28
3. ITERATE ACCORDINGLY
WANT MORE ON LEAD
SEGMENTATION?
Be sure to check out OpenView Labs.
LEARN MORE

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A Startup's Guide to Lead Segmentation

  • 1. A STARTUP’S GUIDE TO LEAD SEGMENTATION Ashley Minogue, Go-To-Market Strategist Getting started with lead segmentation in one day.
  • 2. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 2 WE CAN ALL AGREE...
  • 3. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 3 NOT ALL LEADS ARE CREATED EQUAL.
  • 4. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 4 AND THERE ARE MANY WAYS TO SCORE & SEGMENT LEADS
  • 5. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 5 YOU PROBABLY DON’T HAVE AN ARMY OF DATA SCIENTISTS (OR EVEN AN ANALYST) TO HELP OUT.
  • 6. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 6 EVEN STILL, A SIMPLE FRAMEWORK CAN HELP YOU GET STARTED IN JUST ONE DAY.
  • 7. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 7 YES, ONE DAY. LET’S GET STARTED.
  • 8. CREATE 4 LEAD SEGMENTS BASED ON FIT & ENGAGEMENT
  • 9. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 9 DRUM UP INTEREST TOP PRIORITY NOT A GOOD FIT LOW TOUCH HIGH HIGH ENGAGEMENTLOW ENGAGEMENT FIT (Demographics&Firmographics)
  • 10. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 10 • High fit, but not engaged or showing signs of intent • Try phone calls or off-site retargeting to win-back interest 1. DRUM UP INTEREST.
  • 11. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 11 • The ideal customer – high fit & highly engaged • When resources are tight, this is the segment you put above the rest. Leverage high touch campaigns. 2. TOP PRIORITY
  • 12. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 12 • Low fit (doesn’t fit target criteria) & not showing signs of intent • Remove from funnel or nurture with automated campaigns 3. NOT A GOOD FIT
  • 13. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 13 • Lower fit, but they are showing signs of engagement • Move them through the funnel with limited resources – automated campaigns & self-service 4. LOW TOUCH
  • 14. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 14 NEXT, DETERMINE A SHORT LIST OF PARAMETERS CORRELATED WITH FIT & ENGAGEMENT
  • 15. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 15 • # of website views • Last website visit • # of emails opened • # of meaningful phone conversation • …. • Industry • Company size • Role / Level • Location • …. FIT ENGAGEMENT The Golden Rule: Start simple & iterate over time. Draft parameters based on your hypotheses of what impacts lead quality and then validate with opportunity creation and win-rate analyses based on ~6 months of data. Don’t have clean data? Invest in a one-time data enrichment.
  • 16. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 16 THEN, ASSIGN POINT VALUES FOR HIGH/MEDIUM/LOW CRITERIA FOR EACH PARAMETER
  • 17. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 17 HIGH (+100) MEDIUM (+50) LOW (+0) FIT Industry Retail, Hospitality Education, Internet All other Company size 500+ 50-500 <50 … ENGAGEMENT Website visits last last 30 days 2+ <2 None Emails opened last 30 days 2+ <2 None … FOR EXAMPLE
  • 18. PUTTING IT ALL TOGETHER Rolling out lead segmentation in 5 simple steps.
  • 19. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 19 Using 6 month data set, assign determined point values per individual lead STEP 1
  • 20. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 20 Sum scores to determine fit & engagement score per lead & analyze distribution of fit & engagement scores across data set STEP 2
  • 21. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 21 Use median score as initial threshold of high vs. low fit & engagement STEP 3
  • 22. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 22 Analyze historical win-rate for 4 segments to validate whether scores indicate quality & fit STEP 4
  • 23. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 23 If segmentation passes initial validation, roll-out segments (ideally automated) & test SDR/Marketing segment-specific campaigns STEP 5
  • 24. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 24 17% 37% 34% 12% Drum up interest Top priority Low touch Not a good fit Lead Segment % of Total Based on 6 month historical data Lead Distribution by Fit & Engagement Score Based on 6 month historical data SAMPLE OUTPUT OF LEAD SEGMENTATION ANALYSIS
  • 25. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 25 DON’T FORGET…
  • 26. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 26 1. SET UP A PLAN TO TRACK RESULTS
  • 27. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 27 2. ANALYZE IMPACT VIA REGRESSION ANALYSIS
  • 28. Proprietary and Confidential ©2017 OpenView Investments, LLC. All Rights Reserved 28 3. ITERATE ACCORDINGLY
  • 29. WANT MORE ON LEAD SEGMENTATION? Be sure to check out OpenView Labs. LEARN MORE