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Metrics that Matter 
Poornima Vijayashanker 
EIR @ 500 Startups 
October 21, 2014 
1
Agenda 
• What are metrics and analytics 
• Methods of collecting metrics 
• Types of metrics 
• One metric that matters 
2
What are metrics? 
3
“ 
A business metric is any type of 
measurement used to gauge some 
quantifiable component of a company’s 
performance such as ROI, churn rate, etc. 
” 
4
“ 
Analytics is the discovery and 
communication of meaningful 
patterns in data. 
” 
5
Why do we need 
analytics & metrics? 
6
Uncertainty. 
7
A startup is an 
experiment. 
8
Experiments needs a 
hypothesis & results! 
9
Vanity metrics. 
10
Almost anything you read on 
TechCrunch. 
11
“ We send out 10M emails daily! 
” 
“ We received 1M likes overnight! 
” 
12
What are good 
metrics? 
13
1. Comparative 
2. Understandable 
3. Ratio 
14
What will I do differently based on 
this information? 
- Lean Analytics 
” 
“ 
15
Total sign ups - Vanity Metric 
vs. 
Total active user - Actionable Metric 
16
Qualitative vs. Quantitative 
17
Sometimes 
you have to 
pick up the 
phone! 
18
KPIs: Key Performance Indicator 
19
Leading vs. Lagging 
20
Cohort 
A/B 
Multivariate 
Similar groups over time. 
Lots of data. 
Testing all variables at once. 
21
Average revenue for 5 months as we add features, and 
refine product. 
January February March April May 
Total 
Customers 1,000 2,000 3,000 4,000 5,000 
Avg Revenue 
Per Customer $5.00 $4.50 $4.33 $4.25 $4.50 
Table 2-1 from Lean Analytics. 
22
What is this data 
telling us? 
23
Cohort Analysis of revenue data. Horizontal axis 
are cohorts (e.g. January cohort). 
Month of Use 
January February March April May 
New Users 1000 1000 1000 1000 1000 
Total Users 1000 2000 3000 4000 5000 
Month 1 $5.00 $3.00 Cohort $2.00 Analysis 
$1.00 $0.50 
Month 2 $6.00 $4.00 $2.00 $1.00 
Month 3 $7.00 $6.00 $5.00 
Month 4 $8.00 $7.00 
Month 5 $9.00 
Table 2-2 from Lean Analytics. 
Spending 
less 
initially. 
Spending 
increases. 
24
AARRR 
25
Marketing 
Metrics 
Product 
Metrics 
Customer 
Metrics 
Pricing 
Metrics 
26
Marketing 
Metrics 
Product 
Metrics 
Customer 
Metrics 
Pricing 
Metrics 
27
Need to figure out appropriate metric for each. 
website 
Market Channels 
e-mail campaigns 
offline 
social media 
28
Possible Reach in Channel 
Actual Reach 
Sign Up for Trial 
Active 
Paying 
Long Term Paying 
Funnel per Channel 
29
Marketing 
Metrics 
Product 
Metrics 
Customer 
Metrics 
Pricing 
Metrics 
30
Sign up for product 
Try out product 
Actively use product 
Convert to Paid 
Refer more users 
Funnel for Product 
31
Funnel depends on type of product. 
32
Services that are used constantly but with a 
specific purpose. 
Daily 
33
Frequently used products with a number of use 
cases. 
Daily 
34
Less frequently used product with a specific use 
case. 
Yearly? Possibly monthly. 
35
Frequency of use (engagement), 
use case, and appeal impact 
adoption. 
36
What features trigger 
conversions? 
37
How can you create an 
experience that will 
set off those triggers? 
38
Install it! 
39
• Understand place of features in your product. 
• Look at the frequency of their usage. 
• Does one feature lead to the usage of another 
• Can you constrain UX to improve adoption? 
• Can issues reported or requests be monetized? 
40
Marketing 
Metrics 
Product 
Metrics 
Customer 
Metrics 
Pricing 
Metrics 
41
•# of customers 
•Recency 
•Retention Rate (churn rate) 
•LTV (lifetime value) 
•Customer Acquisition Costs 
•Customer Profitability 
•Net Promoter Score 
42
•Prospects 
•First-time Buyers 
•Early Repeat Buyers 
•Core Customers 
•Core Defectors 
43
Oh it ain’t no lie, your 
churn rates make the 
users go BYE BYE BYE! 
“ 
” - Sean P. 
44
One metric that matters. 
45
• Most important question you have. 
• Draw a line. 
• Focuses entire company. 
• Encourages a culture of experimentation & small 
failures. 
46
•How many new customers do you need? 
•How many new customers per week (per 
acquisition channel) do you think define a level of 
success? 
• Level of success being that which gets you to 
the next stage. 
47
Take a snapshot today! 
Marketing & product. 
48
Marketing activities change. 
$0 $1K 
$5K $10K 
$10K $100K 
Customer costs change. 
49
Exercise! 
50
Exercise #1 
• Come up with 1 metric. 
• Ask yourself, “How will our current activities 
meet or achieve that metric?” 
• Cut out the activities that don’t or put 
them on the back burner. 
• Email me your metric and activities 
(poornima@500.co) or come to my office 
hours on Friday @ 12-1pm. 
51
Review 
• What are metrics and analytics 
• Methods of collecting metrics 
• Types of metrics 
• One metric that matters 
52
Appendix. 
53
Metrics based on business model 
• E-Commerce Site 
• Get to shopping cart. 
• Reduce abandonment! 
• SaaS 
• Monthly subscription 
• Conversion v. cancellation rate 
• Marketplace 
• transaction fee 
• connecting buyers & sellers 
• Mobile App 
• discovery 
• in-app purchases 
• upgrading to paid app 
• Media 
• engagement with content 
54

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Lecture 12: Customer Creation - Part IILecture 12: Customer Creation - Part II
Lecture 12: Customer Creation - Part II
 
Lecture 11: Customer Creation - Part I
Lecture 11: Customer Creation - Part ILecture 11: Customer Creation - Part I
Lecture 11: Customer Creation - Part I
 

Metrics that Matter

  • 1. Metrics that Matter Poornima Vijayashanker EIR @ 500 Startups October 21, 2014 1
  • 2. Agenda • What are metrics and analytics • Methods of collecting metrics • Types of metrics • One metric that matters 2
  • 4. “ A business metric is any type of measurement used to gauge some quantifiable component of a company’s performance such as ROI, churn rate, etc. ” 4
  • 5. “ Analytics is the discovery and communication of meaningful patterns in data. ” 5
  • 6. Why do we need analytics & metrics? 6
  • 8. A startup is an experiment. 8
  • 9. Experiments needs a hypothesis & results! 9
  • 11. Almost anything you read on TechCrunch. 11
  • 12. “ We send out 10M emails daily! ” “ We received 1M likes overnight! ” 12
  • 13. What are good metrics? 13
  • 14. 1. Comparative 2. Understandable 3. Ratio 14
  • 15. What will I do differently based on this information? - Lean Analytics ” “ 15
  • 16. Total sign ups - Vanity Metric vs. Total active user - Actionable Metric 16
  • 18. Sometimes you have to pick up the phone! 18
  • 19. KPIs: Key Performance Indicator 19
  • 21. Cohort A/B Multivariate Similar groups over time. Lots of data. Testing all variables at once. 21
  • 22. Average revenue for 5 months as we add features, and refine product. January February March April May Total Customers 1,000 2,000 3,000 4,000 5,000 Avg Revenue Per Customer $5.00 $4.50 $4.33 $4.25 $4.50 Table 2-1 from Lean Analytics. 22
  • 23. What is this data telling us? 23
  • 24. Cohort Analysis of revenue data. Horizontal axis are cohorts (e.g. January cohort). Month of Use January February March April May New Users 1000 1000 1000 1000 1000 Total Users 1000 2000 3000 4000 5000 Month 1 $5.00 $3.00 Cohort $2.00 Analysis $1.00 $0.50 Month 2 $6.00 $4.00 $2.00 $1.00 Month 3 $7.00 $6.00 $5.00 Month 4 $8.00 $7.00 Month 5 $9.00 Table 2-2 from Lean Analytics. Spending less initially. Spending increases. 24
  • 26. Marketing Metrics Product Metrics Customer Metrics Pricing Metrics 26
  • 27. Marketing Metrics Product Metrics Customer Metrics Pricing Metrics 27
  • 28. Need to figure out appropriate metric for each. website Market Channels e-mail campaigns offline social media 28
  • 29. Possible Reach in Channel Actual Reach Sign Up for Trial Active Paying Long Term Paying Funnel per Channel 29
  • 30. Marketing Metrics Product Metrics Customer Metrics Pricing Metrics 30
  • 31. Sign up for product Try out product Actively use product Convert to Paid Refer more users Funnel for Product 31
  • 32. Funnel depends on type of product. 32
  • 33. Services that are used constantly but with a specific purpose. Daily 33
  • 34. Frequently used products with a number of use cases. Daily 34
  • 35. Less frequently used product with a specific use case. Yearly? Possibly monthly. 35
  • 36. Frequency of use (engagement), use case, and appeal impact adoption. 36
  • 37. What features trigger conversions? 37
  • 38. How can you create an experience that will set off those triggers? 38
  • 40. • Understand place of features in your product. • Look at the frequency of their usage. • Does one feature lead to the usage of another • Can you constrain UX to improve adoption? • Can issues reported or requests be monetized? 40
  • 41. Marketing Metrics Product Metrics Customer Metrics Pricing Metrics 41
  • 42. •# of customers •Recency •Retention Rate (churn rate) •LTV (lifetime value) •Customer Acquisition Costs •Customer Profitability •Net Promoter Score 42
  • 43. •Prospects •First-time Buyers •Early Repeat Buyers •Core Customers •Core Defectors 43
  • 44. Oh it ain’t no lie, your churn rates make the users go BYE BYE BYE! “ ” - Sean P. 44
  • 45. One metric that matters. 45
  • 46. • Most important question you have. • Draw a line. • Focuses entire company. • Encourages a culture of experimentation & small failures. 46
  • 47. •How many new customers do you need? •How many new customers per week (per acquisition channel) do you think define a level of success? • Level of success being that which gets you to the next stage. 47
  • 48. Take a snapshot today! Marketing & product. 48
  • 49. Marketing activities change. $0 $1K $5K $10K $10K $100K Customer costs change. 49
  • 51. Exercise #1 • Come up with 1 metric. • Ask yourself, “How will our current activities meet or achieve that metric?” • Cut out the activities that don’t or put them on the back burner. • Email me your metric and activities (poornima@500.co) or come to my office hours on Friday @ 12-1pm. 51
  • 52. Review • What are metrics and analytics • Methods of collecting metrics • Types of metrics • One metric that matters 52
  • 54. Metrics based on business model • E-Commerce Site • Get to shopping cart. • Reduce abandonment! • SaaS • Monthly subscription • Conversion v. cancellation rate • Marketplace • transaction fee • connecting buyers & sellers • Mobile App • discovery • in-app purchases • upgrading to paid app • Media • engagement with content 54