SlideShare uma empresa Scribd logo
1 de 20
Baixar para ler offline
Using data to
                               understand your
                                customer base

                            Luke Coleman
                            @ltcoleman



Saturday, February 23, 13
Small Data vs. Big Data
                     •      All data is the same, cost
                            is the only factor

                     •      You could lease the IBM
                            350 for $3,200 per
                            month

                     •      First consumer 5mb
                            hard drive in the 1980’s
                            was well over $3000




Saturday, February 23, 13
Analytics to understand
                      your customer
                     • Analytics is the discovery and
                            communication of meaningful patterns in
                            data
                     • These patterns allow you to understand
                            your customers
                     • What is the most popular analytics
                            platform?


Saturday, February 23, 13
Google Analytics

                     • Google owns your data
                     • Premium costs ~150k / year
                     • Google deals with hosting your analytics
                            solution ( capacity issues )




Saturday, February 23, 13
Piwik
                     • Piwik is the major open source alternative
                            to Google Analytics
                     • You host the solution
                     • You own the data
                     • Free
                     • More flexibility
Saturday, February 23, 13
Test Flight App

                     •      iOS SDK

                     •      Beta testing

                     •      Analyze usage through
                            checkpoints & feedback

                     •      Crash reports




Saturday, February 23, 13
TestFlight LIVE

                     •      Crash reports

                     •      Engagement

                     •      Usage data

                     •      Revenue




Saturday, February 23, 13
TestFlight LIVE

                     •      Crash reports

                     •      Engagement

                     •      Usage data

                     •      Revenue




Saturday, February 23, 13
Analytics with A/B
                                 testing


           • What is A / B testing?
           • Without data, how useful would A / B testing be?
           • Optimizely
Saturday, February 23, 13
A / B testing
                     •      What do you normally
                            want to test?

                            •   The call to action’s
                                wording, size, color,
                                and placement

                            •   Headline or product
                                description

                            •   Form’s length and
                                types of fields


Saturday, February 23, 13
A / B testing

                     • Layout and style of website
                     • Product pricing and promotional offers
                     • Images
                     • Amount of text

Saturday, February 23, 13
A / B testing
                     • Smashing Mag : Ultimate Guide
                     • Obama campaign
                     • Obama digital team used ~500 a / b tests
                            over 20 months
                     • Increased donation conversions by 49% and
                            sign up conversions by 161%


Saturday, February 23, 13
Obama form test




Saturday, February 23, 13
Obama form test




Saturday, February 23, 13
Obama headline test




Saturday, February 23, 13
Obama headline test




Saturday, February 23, 13
Obama image test




Saturday, February 23, 13
Obama image test




Saturday, February 23, 13
A / B testing
                     • Obama digital team analyzed their data and
                            gained valuable insights into UX/ UI best
                            practices
                     • Many times people want to second guess
                            the results
                     • As long as your data pool is large enough,
                            the data does not lie


Saturday, February 23, 13
Q &A




                            Follow me! @ltcoleman
Saturday, February 23, 13

Mais conteúdo relacionado

Destaque

2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by HubspotMarius Sescu
 
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTExpeed Software
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)contently
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024Albert Qian
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsKurio // The Social Media Age(ncy)
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summarySpeakerHub
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next Tessa Mero
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best PracticesVit Horky
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project managementMindGenius
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...RachelPearson36
 

Destaque (20)

2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot2024 State of Marketing Report – by Hubspot
2024 State of Marketing Report – by Hubspot
 
Everything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPTEverything You Need To Know About ChatGPT
Everything You Need To Know About ChatGPT
 
Product Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage EngineeringsProduct Design Trends in 2024 | Teenage Engineerings
Product Design Trends in 2024 | Teenage Engineerings
 
How Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental HealthHow Race, Age and Gender Shape Attitudes Towards Mental Health
How Race, Age and Gender Shape Attitudes Towards Mental Health
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Skeleton Culture Code
Skeleton Culture CodeSkeleton Culture Code
Skeleton Culture Code
 
PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024PEPSICO Presentation to CAGNY Conference Feb 2024
PEPSICO Presentation to CAGNY Conference Feb 2024
 
Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)Content Methodology: A Best Practices Report (Webinar)
Content Methodology: A Best Practices Report (Webinar)
 
How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024How to Prepare For a Successful Job Search for 2024
How to Prepare For a Successful Job Search for 2024
 
Social Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie InsightsSocial Media Marketing Trends 2024 // The Global Indie Insights
Social Media Marketing Trends 2024 // The Global Indie Insights
 
Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024Trends In Paid Search: Navigating The Digital Landscape In 2024
Trends In Paid Search: Navigating The Digital Landscape In 2024
 
5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary5 Public speaking tips from TED - Visualized summary
5 Public speaking tips from TED - Visualized summary
 
ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd ChatGPT and the Future of Work - Clark Boyd
ChatGPT and the Future of Work - Clark Boyd
 
Getting into the tech field. what next
Getting into the tech field. what next Getting into the tech field. what next
Getting into the tech field. what next
 
Google's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search IntentGoogle's Just Not That Into You: Understanding Core Updates & Search Intent
Google's Just Not That Into You: Understanding Core Updates & Search Intent
 
How to have difficult conversations
How to have difficult conversations How to have difficult conversations
How to have difficult conversations
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Time Management & Productivity - Best Practices
Time Management & Productivity -  Best PracticesTime Management & Productivity -  Best Practices
Time Management & Productivity - Best Practices
 
The six step guide to practical project management
The six step guide to practical project managementThe six step guide to practical project management
The six step guide to practical project management
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 

Barcamp conway 2013

  • 1. Using data to understand your customer base Luke Coleman @ltcoleman Saturday, February 23, 13
  • 2. Small Data vs. Big Data • All data is the same, cost is the only factor • You could lease the IBM 350 for $3,200 per month • First consumer 5mb hard drive in the 1980’s was well over $3000 Saturday, February 23, 13
  • 3. Analytics to understand your customer • Analytics is the discovery and communication of meaningful patterns in data • These patterns allow you to understand your customers • What is the most popular analytics platform? Saturday, February 23, 13
  • 4. Google Analytics • Google owns your data • Premium costs ~150k / year • Google deals with hosting your analytics solution ( capacity issues ) Saturday, February 23, 13
  • 5. Piwik • Piwik is the major open source alternative to Google Analytics • You host the solution • You own the data • Free • More flexibility Saturday, February 23, 13
  • 6. Test Flight App • iOS SDK • Beta testing • Analyze usage through checkpoints & feedback • Crash reports Saturday, February 23, 13
  • 7. TestFlight LIVE • Crash reports • Engagement • Usage data • Revenue Saturday, February 23, 13
  • 8. TestFlight LIVE • Crash reports • Engagement • Usage data • Revenue Saturday, February 23, 13
  • 9. Analytics with A/B testing • What is A / B testing? • Without data, how useful would A / B testing be? • Optimizely Saturday, February 23, 13
  • 10. A / B testing • What do you normally want to test? • The call to action’s wording, size, color, and placement • Headline or product description • Form’s length and types of fields Saturday, February 23, 13
  • 11. A / B testing • Layout and style of website • Product pricing and promotional offers • Images • Amount of text Saturday, February 23, 13
  • 12. A / B testing • Smashing Mag : Ultimate Guide • Obama campaign • Obama digital team used ~500 a / b tests over 20 months • Increased donation conversions by 49% and sign up conversions by 161% Saturday, February 23, 13
  • 13. Obama form test Saturday, February 23, 13
  • 14. Obama form test Saturday, February 23, 13
  • 15. Obama headline test Saturday, February 23, 13
  • 16. Obama headline test Saturday, February 23, 13
  • 17. Obama image test Saturday, February 23, 13
  • 18. Obama image test Saturday, February 23, 13
  • 19. A / B testing • Obama digital team analyzed their data and gained valuable insights into UX/ UI best practices • Many times people want to second guess the results • As long as your data pool is large enough, the data does not lie Saturday, February 23, 13
  • 20. Q &A Follow me! @ltcoleman Saturday, February 23, 13