lean analytics: a short summary

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Jan König Lean Startup Meetup Karlsruhe @einkoenig 22.04.2013

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I gave this presentation about the Lean Analytics book at the Lean Startup Meetup in Karlsruhe. Follow my blog for updates: http://jan-koenig.com/blog/ Or Twitter: https://twitter.com/einkoenig

TRANSCRIPT

Page 1: Lean Analytics: A short summary

Jan König Lean Startup Meetup Karlsruhe @einkoenig 22.04.2013

Page 2: Lean Analytics: A short summary

source: O’Reilly

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book content

additional stuff

group discussion?

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Book Parts

1 Stop Lying to Yourself

2 Finding the Right Metric for the Right Time

3 Lines in the Sand

4 Putting Lean Analytics to Work

won’t be covered tonight

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Stop Lying to Yourself 1

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Data? Lean Startup? I just go with my gut feeling.

(too) many people

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watch it here: http://www.ted.com/talks/tali_sharot_the_optimism_bias.html

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Follow the Lean model, and it becomes increasingly hard to lie,

especially to yourself.

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Instincts are experiments. Data is proof.

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Do hosts with professional photography get more business?

image by mark sebastian / flickr

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Gut instinct Professional photography helps Airbnb’s business

Concierge MVP 20 photographers in the field

Test results Two to three times more bookings!

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You are not building a product. You are building a tool to learn

what product to build.

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Finding the Right Metric 2

for right now !

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Good Metrics?

image by kevin dooley / flickr

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image by flopper/ flickr

comparative

image by wikia.com

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understandable

image by Jeff Kubina / flickr

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rate or ratio

image by Gabe Photos / flickr

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changes the way you behave

image by will ockenden / flickr

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image by 55Laney69 / flickr

The One Metric That Matters

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1 answers the most important question you have

2 forces you to draw a line in the sand

3 focuses the entire company

4 inspires a culture of experimentation

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Should you really focus on one metric?

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Restaurant’s Effectiveness Metrics

Delivery Usage Customer Satisfaction Possible Interpretation

Crazy! Time to look at other metrics to improve your business.

Source: Klubeck, “Metrics”, page 149f

Great food and a loyal, but very small customer base. Maybe a bad location.

“The only game in town.” Or a product customers need but don’t want.

OK, something is wrong here. You know that.

with Triangulation

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Restaurant’s Effectiveness Metrics

Customer Satisfaction Possible Interpretation

good

Source: Klubeck, “Metrics”, page 149f

good

bad

bad

without Triangulation

Delivery Usage Customer Satisfaction Possible Interpretation

focus on

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ratio = staff costs

gross revenues

image by Giorgio Montersino / flickr

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What Business are you in?

E-Commerce SaaS Free Mobile App

Media Site User-Generated

Content Two-Sided

Marketplaces

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What Stage are you at?

Empathy Stickiness Virality

Revenue Scale

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What is your OMTM?

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Lines in the Sand 3

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One of the most challenging things for a startup to do:

find a relevant number against which to compare yourself.

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Some interesting bottom lines

Growth 5% (revenue or active users)

Engaged Visitors 30% monthly users 10% daily users

Mailing List Effectiveness 20-30% open rate 5% click-throughs

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image by Robert Scoble / flickr

Should you ask for billing information upfront?

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Trial users

Subscribers

Churn 1st perriod

End to end

2%

50%

up to 40%

0.6%

10%

15%

up to 20%

1.2%

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Questions?