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Metrics the matter
#Innovation Consultant @Talent Garden
# Start-ups and Growth Hacking
# Founder @Skillando Digital Volunteering
Filippo Scorza
🦶 My journey
Engineering Design Startup
Amyko
Startup
Whataform
Digital
Volunteer
Skillando
Faculty
Talent
Garden
Corporate
Innovation
Molti side projects - Blogging @filipposcorza.com
Vanitymetric?
Nothanks!
💎 Metrics that matter
Actionablemetric!
💎 Metrics that matter
Anactionablemetricisonethat
tiesspecificandrepeatable
actionstoobservedresults:
conversion,registration,share,
checkout…
💎 Metrics that matter
CAC
Customer Acquisition Cost
💎 CAC
CACcanbecalculatedbysimply
dividingallthecostsspenton
acquiringmorecustomers
(marketingexpenses)bythe
numberofcustomersacquiredin
theperiodthemoneywasspent.
💎 CAC
💎 CAC
Marketing investment: 100$
Customers acquired: 100 Customers
CAC: 1 $/customer
💎 CAC commons’ mistakes
•Consider the cost per lead and not
cost per acquisition
•Failing to include all the costs
incurred in user acquisition such as
referral fees, credits, or discounts
💎 CAC valuation
•Great Business = CAC Payback < 6 months
•Nice Business = CAC Payback equal to 1 year
•Low Business = CAC Payback > 1 Year
•Unstable business = CAC Payback never
reached
LTV
Lifetime value
💎 LTV
LTV is a prediction of the net
profit attributed to the entire
future relationship with a
customer
(Avg Monthly Revenue per Customer *
Contribution Margin per Customer) ÷
Monthly Churn Rate
💎 LTV
💎 LTV
Monthly Customer Revenue: 100$
Customer Gross Margin: 25% margin
Customer Churn Rate: 5%
LTV: 500$
💎 CAC vs LTV
•Instable businesses: CAC > LTV
•Nice Business: LTV / CAC > 3x
•Good Business: LTV/CAC >5x
•Great Business: LTV/CAC >7x
COHORT
Analysis
💎 Cohort
Is a subset of behavioral
analytics that takes the data from a
given data set (e.g. an e-
commerce platform, web
application, or online game) and
rather than looking at all users as
one unit, it breaks them into related
groups for analysis.
💎 Cohort
A good cohort analysis
helps reveal how users
engage with the product
over time
💎 Cohort
Investors especially
appreciate this because it
gives a clear picture of the
evolution of engagement,
repetition, product,
business
💎 Cohort
• Pick the right set of metrics rather than a vanity metric (like app downloads)
• Pick the right period for a cohort — this will be typically be a day, a week, or a month
depending on the business (shorter time periods typically make sense for younger
businesses, and longer ones for more mature businesses)
• Period 1 (day, week, or month) — 100% of install base takes some action that is a
leading indicator for revenue, such as buying a product, listing a product, sharing a
photo, etc.
• Period 2 — calculate the % of install base that is still engaging in that action a week or
month later
• Repeat the analysis for every subsequent cohort to see how behavior has evolved over
the lifetime of each cohort
💎 Cohort
What if we don’t
have enough data?
💎 Cohort
If you are developing a new
product or service you
should start with what you
have: research, interviews,
competitive analysis and
assumptions.
💎 Cohort
👋 That’s all folks: hello@filipposcorza.com

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