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Data-Driven Marketing
Startup Marketing Bootcamp
Cambridge, MA - October 2010

by David Cancel - @dcancel
“In God we trust; all others must bring data.”

                - W. Edwards Deming
David Cancel
@dcancel
Who am I




    Companies   Advisor   Investor
http://www.performable.com/
@performable
The Problem:
98% of the people who visit your site, leave never
to return.
2%
“The average conversion rate in the United States of
 America whether you're selling elephants or iPods.”
            Avinash Kaushik - Analytics Evangelist, Google
The Solution:
Our software helps you find, engage and convert
more of your website visitors into customers.
Performable Analytics
Online Marketing is shifting.
Online Marketing Paradigm Shift



       Outbound
 • “Visitors” not People
 • Display & Search Advertising
 • What’s a Conversion?
 • Website
 • Get more Pageviews




      1st Generation
Online Marketing Paradigm Shift



       Outbound                           Inbound
 • “Visitors” not People          • “Leads” not People
 • Display & Search Advertising   • Content Generation
 • What’s a Conversion?           • SEO Black Magic Hacks
 • Website                        • Convert via Brute Force
 • Get more Pageviews             • Acquisition not Conversion
                                  • Website + Social Media
                                  • Get more Leads




      1st Generation                   2nd Generation
Online Marketing Paradigm Shift



       Outbound                           Inbound                       Lifecycle
 • “Visitors” not People          • “Leads” not People           • People & Customers
 • Display & Search Advertising   • Content Generation           • The Message is the Product
 • What’s a Conversion?           • SEO Black Magic Hacks        • Service not Marketing
 • Website                        • Convert via Brute Force      • Referrals not Affiliates
 • Get more Pageviews             • Acquisition not Conversion   • Conversion not Acquisition
                                  • Website + Social Media       • Your Brand is Everywhere
                                  • Get more Leads               • Get more Customers




      1st Generation                   2nd Generation                3rd Generation
by Joshua Porter




Outbound     Inbound                        Lifecycle
Marketing    Marketing                      Marketing




        Internet Marketing 3.0   Different Goal
Customer
                                    Analytics




                      Relevant                  Customer
                      Marketing                  Service




Components of Lifecycle Marketing
http://www.flickr.com/photos/joao_trindade/4363149160/
Optimize your startup for learning by creating a
      data-driven marketing framework.
Analytics & A/B Testing are also not the answer.
Use quantitative & qualitative data
  to test YOUR assumptions.
A/B Testing. Multivariate Testing. Huh?
Multivariate Testing is Useless.
You are way too small to matter.
The point of testing is to prove or disprove
           assumptions quickly.
Multivariate testing leads to a non-gratifying
  experience because it takes too long.
The vast majority of sites should only use A/B
          testing. This means you.
Shameless Plug:
                  Learn by example
   ABTests.com
Always Be Testing Just Don’t be Stupid.
The Local Maxima Problem

                             A Better Design




 Your Design
 Optimized at Local Maxima

             Current




                                               by Joshua Porter
Optimize your startup for learning not data.
The 3 Steps to Data-Driven Startup Enlightenment
Data-Driven Startup Checklist

 ★   Operating Dashboard

 ★   Conversion Funnel Analysis

 ★   Cohort Analysis
Skip the fancy shit and use Google Spreadsheet.
                Ghettofabulous.
Step 1: The Operating Dashboard.
A single place for your entire team
to see where you suck the most.
Fictional




Company-wide dashboard   Everyone! Including interns.
Every initiative has to map
to positive changes in these numbers.
Kill all features that don’t improve
       your operating metrics.
Only move to the second step after you’ve
  mastered the Operating Dashboard.
Step 2: Conversion Funnels
Metrics are fun, but Funnels kick ass.
Fancy   Forget pretty visualizations
Pretty   Wasted time
Keep it raw & ugly   Do this tomorrow morning.
Monitor your funnel weekly to see how changes
         are impacting your business.
If you aren’t doing this you are
implementing lots of useless features.
Features that will waste your precious time.
Step 3: Cohort Analysis
This is the “shot caller” of all analyses. Respect.
Cohort Analysis   by Fred Wilson (post)
Without a cohort analysis you are flying blind.
Is your churn going up or down?
You don’t have a clue until you’ve
     done a cohort analysis.
Cohort analytics is in closed beta.
  Apply at Performable.com.
Focus on your customers. Not data.
Only one thing matters.
Does anyone care about your product?
Remember that your goal is simple!
Happy Customers
Thank You!
David Cancel
Twitter: performable
http://www.performable.com

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Data-Driven Marketing Startup Bootcamp