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Are you eating only a part of your pie?
Firing your Entire Sales Engine with Data
Ekta Grover
Bloomreach, Inc
https://www.linkedin.com/in/ektagrover @ektagrover
The views expressed here are solely mine & do not reflect my employer’s opinions/sales strategy
National Sales Convention, 2016
23rd May, 2016, Kuala Lumpur , Malaysia
alignment
Image source https://henrithibodeau.files.wordpress.com/2015/05/right_brain_left_brain.jpg
Structure for this talk
Changing business landscape
Sales primer 101
The two facets to growth
Lead qualification
Hot lead models
The new paradigm for Business growth
Quantitative assessment of
your current sales footprint
Sales rep run rate & pipeline velocity
Image source : http://www.measuringflower.com/
The Business landscape is
changing
Increasing choices, pricing mix
larger voice regardless of the size of Business
Customers buy outcomes
Your job is to build in product stickiness by deliberate
design AND make your customers successful
stepping back
high-volume, low-value transactional environments
low-volume, high-value transactional environments
Quantity vs. quality of the pipeline
where in the funnel are your challenges
Sales primer 101
Sell more
And do so at a lower cost
Profit=Revenue - Cost
First the paradigm
Aggregate
Benchmark
Identify
Act
Revenue
Acquiring Customers
Retaining Customers
Monetizing Customers
http://www.forentrepreneurs.com/saas-metrics-2/
Understanding what’s
happening with your Business
CAC 6000 $
MRR 500 $
http://www.forentrepreneurs.com/saas-metrics-2/
Understanding what’s
happening with your Business
.. but you can’t solve the problem
by (just) adding more customers
The more customers you add
More interesting Business questions
How many customers can
you afford to onboard ?
the lower the valley
When in time should you onboard them ?
If you knew the costs, can you pick
up a winning mix ?
affect of lowering CAC
The lower your CAC,
the faster the time to profitability
Multiple customers
CAC 6000 $
MRR 500 $
On boarded 100 customers
Growth rate 2%
Churn rate 1%
Customer lifetime= 1/customer churn rate
Insight # 1
lower your CAC
Add more MRR from same customer
reducing time to profitability
Keep negative(or lower) churn
Insight # 2 : Customer churn
4% churn = 48% of revenue
1% churn = 12% of revenue
The higher your churn, the harder your sales engine should work
Sustainable profitability
Monetizing customers
Adding just 10% MRR from
existing customers
Effectively recovering the
CAC sooner
Cost
More effective marketing spends
Better lead qualification /quality of pipeline
Outcome driven sales on boarding programs
Leading best-in-class sales effectiveness
Data they need to succeed & course correct
Effect of channel on customer lifetime, CAC, MRR
Hot lead models & customer segmentation
This means choosing the right channel can free up
costs you could use more effectively
Qualifying your leads
Goal : Determine sales readiness
phase in the buying cycle
Interest they show in your business
overall fit with your business
Explicit and Implicit scoring
Qualifying your leads
Hot lead models
Golden rule : Start with a customer that has a need
Hot lead models
Budget
Authority
Need
Timing
“If our solution solves your needs, will funding be available to move it forward?”
contact rate with decision makers, how is your prospect based in its immediate ecosystem, demographic data
vertical , no employees, growth parameters (industry, competitors, market share, customers of your prospect)
likelihood of purchase , fit of your solution to their current problems (agnostic of price point )
If they had a strong likelihood to purchase, how much time will it realistically take to close
f(score) =a1*x1+a2*x2+a3*x3+a4*x4
peer group evaluations (early adopters, social proof ) , actual behavioral data-points
competitive environment, incumbent deployed competitive solutions and CSAT with those
trigger events like expansion, fresh source of funding
Layered qualification model
customer1
customer2
customer3
customer5
CAC
Score
..and other dimensions we discussed earlier
customer4
An intensive prospect qualification opens a lot of opportunities
Multi-axis pricing
Forces to reveal hidden preferences & needs
Determine how people value different attributes
Better positioning & product differentiation
What we know so far
Make existing customer successful and on-board
customers most likely to be successful
On board them at the right time & at right cost
Monetize them proactively to reap the benefits of negative churn
Synthesizing sales territory,
quota & success
Government
Enterprise
Small Business
Medium
Business
Understand how your most
successful customers look like
Your costs & revenue streams
from these customers
Brick & Mortar
yield & productivity of sales
teams
Quantitative assessment
Open Opportunities
Closed Opportunities
Average Deal Size
Win Rate
Sales Cycle
too broad, too many verticals
Goal := which accounts will buy & when
Where in the funnel is the problem ?
Insightsquared.com: Why you didn't hit your number
How many open opportunities
your team needs ?
Team’s win rate : 15% ~ 1 in 6 deals convert
Quarterly goal $1 million
Average Deal Size $10,000
Need 600 good-opportunities to start with
Understanding the pipeline
Total value of pipeline
in next 90 days is
70,800$
How much is in line with your run rate goals, after accounting the team’s win rates
pipeline strength & stage
permeation over time
Qualifying more opportunities,
but downstream pipeline is not growing
Likewise for downstream
metrics
The new sales paradigm
Farm don’t hunt !
Farm don’t hunt ! by Guy Nirpaz
Would love to engage
https://www.linkedin.com/in/ektagrover @ektagrover
ekta1007@gmail.com

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National Sales Convention, Kuala Lumpur

  • 1. Are you eating only a part of your pie? Firing your Entire Sales Engine with Data Ekta Grover Bloomreach, Inc https://www.linkedin.com/in/ektagrover @ektagrover The views expressed here are solely mine & do not reflect my employer’s opinions/sales strategy National Sales Convention, 2016 23rd May, 2016, Kuala Lumpur , Malaysia
  • 3. Structure for this talk Changing business landscape Sales primer 101 The two facets to growth Lead qualification Hot lead models The new paradigm for Business growth Quantitative assessment of your current sales footprint Sales rep run rate & pipeline velocity Image source : http://www.measuringflower.com/
  • 4. The Business landscape is changing Increasing choices, pricing mix larger voice regardless of the size of Business Customers buy outcomes Your job is to build in product stickiness by deliberate design AND make your customers successful
  • 5. stepping back high-volume, low-value transactional environments low-volume, high-value transactional environments Quantity vs. quality of the pipeline where in the funnel are your challenges
  • 6. Sales primer 101 Sell more And do so at a lower cost Profit=Revenue - Cost
  • 8. Revenue Acquiring Customers Retaining Customers Monetizing Customers http://www.forentrepreneurs.com/saas-metrics-2/
  • 9. Understanding what’s happening with your Business CAC 6000 $ MRR 500 $ http://www.forentrepreneurs.com/saas-metrics-2/
  • 11. .. but you can’t solve the problem by (just) adding more customers The more customers you add More interesting Business questions How many customers can you afford to onboard ? the lower the valley When in time should you onboard them ? If you knew the costs, can you pick up a winning mix ?
  • 12. affect of lowering CAC The lower your CAC, the faster the time to profitability
  • 13. Multiple customers CAC 6000 $ MRR 500 $ On boarded 100 customers Growth rate 2% Churn rate 1% Customer lifetime= 1/customer churn rate
  • 14. Insight # 1 lower your CAC Add more MRR from same customer reducing time to profitability Keep negative(or lower) churn
  • 15. Insight # 2 : Customer churn 4% churn = 48% of revenue 1% churn = 12% of revenue The higher your churn, the harder your sales engine should work Sustainable profitability
  • 16. Monetizing customers Adding just 10% MRR from existing customers
  • 18. Cost More effective marketing spends Better lead qualification /quality of pipeline Outcome driven sales on boarding programs Leading best-in-class sales effectiveness Data they need to succeed & course correct Effect of channel on customer lifetime, CAC, MRR Hot lead models & customer segmentation This means choosing the right channel can free up costs you could use more effectively
  • 19. Qualifying your leads Goal : Determine sales readiness phase in the buying cycle Interest they show in your business overall fit with your business Explicit and Implicit scoring
  • 20. Qualifying your leads Hot lead models Golden rule : Start with a customer that has a need
  • 21. Hot lead models Budget Authority Need Timing “If our solution solves your needs, will funding be available to move it forward?” contact rate with decision makers, how is your prospect based in its immediate ecosystem, demographic data vertical , no employees, growth parameters (industry, competitors, market share, customers of your prospect) likelihood of purchase , fit of your solution to their current problems (agnostic of price point ) If they had a strong likelihood to purchase, how much time will it realistically take to close f(score) =a1*x1+a2*x2+a3*x3+a4*x4 peer group evaluations (early adopters, social proof ) , actual behavioral data-points competitive environment, incumbent deployed competitive solutions and CSAT with those trigger events like expansion, fresh source of funding
  • 23. An intensive prospect qualification opens a lot of opportunities Multi-axis pricing Forces to reveal hidden preferences & needs Determine how people value different attributes Better positioning & product differentiation
  • 24. What we know so far Make existing customer successful and on-board customers most likely to be successful On board them at the right time & at right cost Monetize them proactively to reap the benefits of negative churn
  • 25. Synthesizing sales territory, quota & success Government Enterprise Small Business Medium Business Understand how your most successful customers look like Your costs & revenue streams from these customers Brick & Mortar yield & productivity of sales teams
  • 26. Quantitative assessment Open Opportunities Closed Opportunities Average Deal Size Win Rate Sales Cycle too broad, too many verticals Goal := which accounts will buy & when Where in the funnel is the problem ? Insightsquared.com: Why you didn't hit your number
  • 27. How many open opportunities your team needs ? Team’s win rate : 15% ~ 1 in 6 deals convert Quarterly goal $1 million Average Deal Size $10,000 Need 600 good-opportunities to start with
  • 28. Understanding the pipeline Total value of pipeline in next 90 days is 70,800$ How much is in line with your run rate goals, after accounting the team’s win rates
  • 29. pipeline strength & stage permeation over time Qualifying more opportunities, but downstream pipeline is not growing
  • 31. The new sales paradigm Farm don’t hunt ! Farm don’t hunt ! by Guy Nirpaz
  • 32. Would love to engage https://www.linkedin.com/in/ektagrover @ektagrover ekta1007@gmail.com