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Lead Scoring
Program
Visma Software AB
Gunilla Thulin Bengtsson
Vision
Marketing drives an automated
lead process from MQL into the
sales process (solution selling)
Agenda
● Preparation
● Lead Score Model
● Nurturing
● SQL to sales organisation
● Follow up and tuning
● Results
Preparation
Preparation
Marketing
Agree on
● Profile Data
● Behaviour
● Where to send identified SQLs
Sales
Lead Score
Model
Profile data
Some examples of profile data that we use:
● Company data
○ Size (number of employees)
○ Revenue
○ Industry - Based on the Swedish Standard Industrial Classification (SNI)
● Personal data
○ Title
Profile data - example
● Title - maximum 25%
○ CFO 25%
○ Controller 25%
○ Chief Accountant 25%
○ CEO 25%
○ Owner/board member 25%
○ Other (not empty) 12%
● Revenue (MSEK) - maximum 25%
○ 50-100 15%
○ 100-500 25%
○ 500- 15%
● Industry - 50% - all equally important
○ Real estate company
○ Electricity suppliers
○ Insurance companies
Explanations:
Title can give maximum 25% of the total profile score. All listed titles
give maximum defined score. Any other title on the contact gives
50% och the 25%.
Revenue can also give maximum 25%, which the defined sweet spot
gives. Companies with a revenue of 50-100 MSEK and over 500
MSEK are also interesting but give a little less (15%)
Industry is the most important criteria and the defined industries
give 50% of the total profile score
Profile data collection
● Company data
○ Automatic collection of company information on forms
■ Requiring company name on forms gives a set of company data e.g.
organization number, revenue etc.
● Personal data
○ Titles
■ A predefined set of titles are now used in drop-down lists on forms
■ All old title data were cleaned and only the predefined titles are used
Engagement
● Top Funnel
○ Blog posts
○ Web page visits
○ General guides
● Middle Funnel
○ More web page visits
○ Guides specific to the solution
● Bottom funnel
○ Webinar
○ Trial
○ Demo
○ Price information
○ Reference cases
○ Contact form
Engagement - example
● ToFu 20%
○ 1 web page visit 14 days 20%
○ Relevant blog posts 12 months 20%
● MiFu 30%
○ Relevant guide 30 days 30%
○ Customer Cases 30 days 30%
○ 2 web page visits 14 days 30%
○ 3 web page visits 30 days 30%
● BoFu 50%
○ Trial 1 month 50%
○ Webinar 1 month 50%
○ Demo/contact 1 month 50%
○ 3 web page visits 14 day 38%
○ Price information 1 month 50%
○ Detailed functionality 1 month 50%
Engagement - challenges
● Find a reusable model
○ Our solution: ToFu/MiFu/BoFu “groups”
Lead Score Model
BEHAVIOUR
PROFILE
1 2 3 4
A SQL SQL
B SQL
C
D
Threshold values
Threshold values are the minimum score that
a contact needs to have to move from one
level to the next. Below an example on how
the values can be calculated:
● Profile threshold values
○ C: Minimum score > 0
○ B: Industry + lowest revenue fit
○ A: Industry + revenue + title fit
● Engagement threshold values
○ 3: Lowest engagement ⇒ we know that the
contact has done “something” related to this
model
○ 2: ToFu+MiFu engagement
○ 1: BoFu engagement
ENGAGEMENT
PROFILE
1 2 3 4
A SQL SQL
B SQL
C
D
Testing before launch
● Test
○ Profile scoring
○ Engagement scoring
○ Threshold values
● First lead score model - almost 20 versions before launch
○ Learning by doing
● Next models - just a few versions
Nuturing
Nurturing goal
BEHAVIOUR
PROFILE
1 2 3 4
A
B
C
D
Communication depending on score
SQL. Sent to sales
1. Adapted communication depending
on profile and behaviour
2. No communication - no fit based on
existing profile data
3. No communication - Shown
behaviour is not relevant for this
model
BEHAVIOUR
PROFILE
1 2 3 4
A SQL SQL
B SQL
C
D
2
31
● Segment: Engagement score 1, 2 or 3
○ Excluded:
■ Already customer for this solution
■ Partners
■ Visma employees
● SQL check
○ For lead score A1, A2 or B1, the contact is added to an SQL
list (Shared List)
● A number of mails aimed to move the contact to
a higher lead score are sent
○ Dynamic content based on profile score for downloads
Nurture flow - example
Dynamic content based on profile score
● The CTA button “Hämta rapporten” is dynamic
content
○ Default: Link to form on visma.se
○ If profile score is A or B a blind form submit is used to
display the report directly
Send SQL to
Sales
SQL Program
● Segment: SQL list
(Contact added to list in nurture flow)
● Filter away unwanted
contacts (customers, Visma etc)
● Form submit to send an
SQL notification to the
sales organisation
Send SQL to sales - form submit
Notification Configuration
Email Header Form Notification (from settings)
Follow up and
tuning
Follow-up and tuning
● Part of monthly meeting between sales, marketing and product
development
● Follow up on
○ Lead score dashboard
○ Number of SQLs sent to sales
○ Quality of SQLs
● Tuning based on quality
○ Are the companies a fit? (profile)
○ Are the contacts interested enough? (engagement)
● Example of tuning
○ Change company revenue span
○ Change of thresholds
○ New assets that needs to be added to model
Results
...so far
Result so far
● 50% cost reduction to generate an SQL
● Increased number of SQLs
● Reduced CAC (Customer Acquisition Cost) payback time
Vision
Marketing drives an automated
lead process from MQL into the
sales process (solution selling)
YES
Respect
Reliability
Innovation
Competence
Team spirit

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Lead scoring program Eloqua

  • 1. Lead Scoring Program Visma Software AB Gunilla Thulin Bengtsson
  • 2. Vision Marketing drives an automated lead process from MQL into the sales process (solution selling)
  • 3. Agenda ● Preparation ● Lead Score Model ● Nurturing ● SQL to sales organisation ● Follow up and tuning ● Results
  • 5. Preparation Marketing Agree on ● Profile Data ● Behaviour ● Where to send identified SQLs Sales
  • 7. Profile data Some examples of profile data that we use: ● Company data ○ Size (number of employees) ○ Revenue ○ Industry - Based on the Swedish Standard Industrial Classification (SNI) ● Personal data ○ Title
  • 8. Profile data - example ● Title - maximum 25% ○ CFO 25% ○ Controller 25% ○ Chief Accountant 25% ○ CEO 25% ○ Owner/board member 25% ○ Other (not empty) 12% ● Revenue (MSEK) - maximum 25% ○ 50-100 15% ○ 100-500 25% ○ 500- 15% ● Industry - 50% - all equally important ○ Real estate company ○ Electricity suppliers ○ Insurance companies Explanations: Title can give maximum 25% of the total profile score. All listed titles give maximum defined score. Any other title on the contact gives 50% och the 25%. Revenue can also give maximum 25%, which the defined sweet spot gives. Companies with a revenue of 50-100 MSEK and over 500 MSEK are also interesting but give a little less (15%) Industry is the most important criteria and the defined industries give 50% of the total profile score
  • 9. Profile data collection ● Company data ○ Automatic collection of company information on forms ■ Requiring company name on forms gives a set of company data e.g. organization number, revenue etc. ● Personal data ○ Titles ■ A predefined set of titles are now used in drop-down lists on forms ■ All old title data were cleaned and only the predefined titles are used
  • 10. Engagement ● Top Funnel ○ Blog posts ○ Web page visits ○ General guides ● Middle Funnel ○ More web page visits ○ Guides specific to the solution ● Bottom funnel ○ Webinar ○ Trial ○ Demo ○ Price information ○ Reference cases ○ Contact form
  • 11. Engagement - example ● ToFu 20% ○ 1 web page visit 14 days 20% ○ Relevant blog posts 12 months 20% ● MiFu 30% ○ Relevant guide 30 days 30% ○ Customer Cases 30 days 30% ○ 2 web page visits 14 days 30% ○ 3 web page visits 30 days 30% ● BoFu 50% ○ Trial 1 month 50% ○ Webinar 1 month 50% ○ Demo/contact 1 month 50% ○ 3 web page visits 14 day 38% ○ Price information 1 month 50% ○ Detailed functionality 1 month 50%
  • 12. Engagement - challenges ● Find a reusable model ○ Our solution: ToFu/MiFu/BoFu “groups”
  • 13. Lead Score Model BEHAVIOUR PROFILE 1 2 3 4 A SQL SQL B SQL C D
  • 14. Threshold values Threshold values are the minimum score that a contact needs to have to move from one level to the next. Below an example on how the values can be calculated: ● Profile threshold values ○ C: Minimum score > 0 ○ B: Industry + lowest revenue fit ○ A: Industry + revenue + title fit ● Engagement threshold values ○ 3: Lowest engagement ⇒ we know that the contact has done “something” related to this model ○ 2: ToFu+MiFu engagement ○ 1: BoFu engagement ENGAGEMENT PROFILE 1 2 3 4 A SQL SQL B SQL C D
  • 15. Testing before launch ● Test ○ Profile scoring ○ Engagement scoring ○ Threshold values ● First lead score model - almost 20 versions before launch ○ Learning by doing ● Next models - just a few versions
  • 18. Communication depending on score SQL. Sent to sales 1. Adapted communication depending on profile and behaviour 2. No communication - no fit based on existing profile data 3. No communication - Shown behaviour is not relevant for this model BEHAVIOUR PROFILE 1 2 3 4 A SQL SQL B SQL C D 2 31
  • 19. ● Segment: Engagement score 1, 2 or 3 ○ Excluded: ■ Already customer for this solution ■ Partners ■ Visma employees ● SQL check ○ For lead score A1, A2 or B1, the contact is added to an SQL list (Shared List) ● A number of mails aimed to move the contact to a higher lead score are sent ○ Dynamic content based on profile score for downloads Nurture flow - example
  • 20. Dynamic content based on profile score ● The CTA button “Hämta rapporten” is dynamic content ○ Default: Link to form on visma.se ○ If profile score is A or B a blind form submit is used to display the report directly
  • 22. SQL Program ● Segment: SQL list (Contact added to list in nurture flow) ● Filter away unwanted contacts (customers, Visma etc) ● Form submit to send an SQL notification to the sales organisation
  • 23. Send SQL to sales - form submit
  • 24. Notification Configuration Email Header Form Notification (from settings)
  • 26. Follow-up and tuning ● Part of monthly meeting between sales, marketing and product development ● Follow up on ○ Lead score dashboard ○ Number of SQLs sent to sales ○ Quality of SQLs ● Tuning based on quality ○ Are the companies a fit? (profile) ○ Are the contacts interested enough? (engagement) ● Example of tuning ○ Change company revenue span ○ Change of thresholds ○ New assets that needs to be added to model
  • 28. Result so far ● 50% cost reduction to generate an SQL ● Increased number of SQLs ● Reduced CAC (Customer Acquisition Cost) payback time
  • 29. Vision Marketing drives an automated lead process from MQL into the sales process (solution selling) YES