data analytics for startups - tetuan valley startup school fall 2014

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Metrics: because everything counts Justo Hidalgo @justohidalgo Tetuan Valley Startup School Fall November 12th, , 2014

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Page 1: Data Analytics for Startups - Tetuan Valley Startup School Fall 2014

Metrics:

because everything

countsJusto Hidalgo

@justohidalgoTetuan Valley Startup School Fall

November 12th, , 2014

Page 2: Data Analytics for Startups - Tetuan Valley Startup School Fall 2014
Page 3: Data Analytics for Startups - Tetuan Valley Startup School Fall 2014

Hi!

■ Co-founder, • Business Dev, Data Analytics

■ Data Integration and Management,

Product Strategy and Innovation

■ Ph.D. in Computer Science on Data

Integration and Web Automation

■ Ergo: Love Data

■ @justohidalgo

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A service to read and discover digital books that

works on any device

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@justohidalgo

Page 6: Data Analytics for Startups - Tetuan Valley Startup School Fall 2014

Metrics

Conclusions

Eat pizza

My goals today

Page 7: Data Analytics for Startups - Tetuan Valley Startup School Fall 2014

Metric

■ A metric is a number.

■ PERIOD

■ OK, a Count or a Ratio.

■ But a number.

■ PERIOD

7

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AARRR

Acquire Activate Retain Refer Get Revenue

SEO

SEM

Campaigns

Email

Blogs

Landing

Page

Product

Features

Content

(blogs,

articles,

…)

Emails

Alerts

Campaigns

Emails

Shopping

cart

Subscriptions

Lead Gen

traffic social business

Page 9: Data Analytics for Startups - Tetuan Valley Startup School Fall 2014

Traffic Metrics

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How do people find your site?

Acquisition

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@justohidalgo

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@justohidalgo

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15 seconds in “La

1”

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MetricsNumber of visits Distributions (per browser, region,

…)

Number of page views

Bounce rate

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How sticky is your site?

AActivation

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Metrics

40000

45000

50000

55000

60000

65000

70000

75000

80000

85000

Time per page

Time on site

# Sign ins!!! Recency (time since user did

something meaningful)

(and churn as well!!!)

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Biggest Apple Reseller in Spain

1-year subscription to24s per iPad/Mac purchased

@justohidalgo

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Why do users come back?

AARetention

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32

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Number of unique/returning visitors

Visits over time

Average session time

Metrics. The standard ones…

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D/WAU: Daily/Weekly Active

Users

MAU: Monthly Active Users

Stickiness =

… engagement…

D/WAU

MAU

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# Active readers

# Books read per user

Pages read per active

reader per month

… but also domain-specific!!!

Pages read per

paid user per

month

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Users becoming digital librarians

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Social Metrics

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Do people talk about your site?

AARReferral

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Amplification rate:

• (#shares, #RTs, …)

K-Factor = AR *

conversion rate

• = 1: steady state

• > 1: growth

➤ 1.4 < x < 2.1 => hot &

viral!!!

• < 1: decline

Virality

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@justohidalgo

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Business Metrics

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Do you make money?

AARRRevenue

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24s or White Label

MOBILE CARRIERS

24symbols.com

D2C

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Lifetime Value =

100%

LTV

Sourc

e: http://b

log.k

issm

etr

ics.c

om

/how

-to-c

alc

ula

te-lifetim

e-v

alu

e/

Churn rateARPU *

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CAC Ratio=

Bessemer: average ratio of SaaS companies = 0.6

Customer Acquisition Costgross margin per customer

sales/marketing costs per customer

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Of course, LTV > CAC

But, moreover: LTV > 3x CAC

LTV vs CAC

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Conclusions

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@justohidalgo

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2. Have someone taking care of it

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DATA SCIENCE

SO EASY A CAVEMAN CAN DO IT

#ELS2014

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AND NOW…

BUSINESS-SAVVY!!!

@justohidalgo

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3. Only measure what you truly care about

@justohidalgo

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But again, choose right

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4. Don’t be data-

driven…

… be data-

informed…

#ELS2014

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… but VERY

DATA-

INFORMED!

#ELS2014

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5. Beware vanity metrics…

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… they may hide an awful truth

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Thanks for your time!

@justohidalgo

Justo Hidalgo

http://www.loscuentosdelabuelo.com

[email protected]

Page 66: Data Analytics for Startups - Tetuan Valley Startup School Fall 2014

CreditsOlivier Guin, from The Noun Project

Dima Yagnyuk, from The Noun Project

Redesign from Otl Aicher’s icon, from The Noun Project

Axsys, from The Noun Project

Monika Ciapala, from The Noun Project

Rob Schill, from The Noun Project

Martin Karachorov, from The Noun Project

Alexandre Mendes, from The Noun Project

All other icons from The Noun Project

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