Become a Web 2.0 Jedi: How to Use the Force of Product & Marketing Metrics to Optimize Your Business Web 2.0 Expo Apr 3, 2009 #w2e   #metrics
Startup Metrics for Pirates: AARRR!  Web 2.0 Expo SF April 2009 Dave McClure, Founders Fund http://www.foundersfund.com/   http://500hats.typepad.com/ http://slideshare.net/dmc500hats/
Startup Metrics: The Basics Measure Stuff.  Keep It Simple. 5 Steps: Startup Metrics for Pirates ( AARRR !) 3 Metrics Frameworks + 3 Roles (CEO, Dev/Product, Marketing) Iterate & Optimize. Feedback Loop. (Loop. Loop.) One Step at a Time.  The “Ass vs. Face” Issue. Appendix   (we won’t have time) Activation Retention Acquisition Referral Revenue
Web 2.0: Hell  Yes , Good Times. # Users, Bandwidth =  Bigger. Lower Startup Costs =  Badder. PPC, E-Com $ Growing =  Uncut. Collect  Usage Metrics  in  Real-Time Decisions  Based on  Measured  User Behavior
The Startup Metrics Religion Progress ≠ Features ( Less   =  More ) Focus on  User Experience Measure  Conversion ; Compare 2+ Options Fast, Frequent  Iteration  (+  Feedback Loop ) Keep it  Simple  &  Actionable
Optimize  4  Happiness  (both User + Business) Define  States of User + Business Value Prioritize   (Estimate) Relative Value of Each State Move   Users: Lower Value -> Higher Value Optimize  for User Happiness / Business $$$ Achieve   Low Cost + High Value @ Scale $$$
Discover Meaning Keywords, Images, Call-to-Action Top 10 - 100 words Your Brand / Products Customer Needs / Benefits Competitor’s Brand / Products Semantic Equivalents Misspellings Relevant images People Products Problems Solutions Call-to-Action Words Images Context Button/Link Emotion Result Positive? Negative? Neutral (= Death) A/B test & Iterate
Startup Metrics for Pirates:  AARRR! A cquisition:   users come to site from various  channels A ctivation:  users enjoy 1 st  visit: " happy ” experience R etention:  users  come back , visit site multiple times R eferral:  users like product enough to  refer others R evenue:  users conduct some  monetization  behavior (note: If you’re in a hurry,  watch 5 min video after slide 23) AARRR !
AARRR!: 5-Step Startup Metrics Model Website.com R evenue $$$ Biz Dev Ads, Lead Gen, Subscriptions, ECommerce A CQUISITION SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains R etention Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
Q: What’s My Business Model? Can be one of the following: Get Users  (= Acquisition, Referral) Drive Usage  (= Activation, Retention) Make Money  (= Revenue*) * ideally  profitable   revenue Note:  eventually  need to turn  Users / Usage  ->  Money
Just Gimme the GOOD Metrics. Users, Pages, Clicks, Emails, $$$...? Q: Which of these is best?  How do you know? 1,000,000 one-time, unregistered unique visitors 500,000 visitors who view 2+ pages / stay 10+ sec 200,000 visitors who clicked on a link or button 20,000 registered users w/ email address 2,000 passionate fans who refer 5+ users / mo. 1,000 monthly subscribers @ $5/mo the  good  stuff.
3 Core Models: biz model, conversion dashboard, mktg channels Define  1-Page Biz Model : customer segments + desired actions / behaviors Identify critical  Conversion Events & Dashboard  for each segment & prioritize Test & develop  Marketing Channels ; measure Volume (#), Cost ($), Conv (%) Optimize   product & marketing using  Fast Iteration  Cycles &  A/B Testing
Role: Founder/CEO Q: Which Metrics? Why? A: Focus on  Critical Few Actionable  Metrics (if you don’t use the metric to make a decision, it’s not actionable) Hypothesize Customer Lifecycle Target ~3-5 Conversion Events  (tip: Less = More) Test, Measure, Iterate to Improve
The 1-Page Business Model (Users + Conversions + Priorities) Q1: What  types  of people use your website?  Visitor  = Average User / Buyer Contributor  = Content Contributor / Seller Distributor  = Passionate Fan (unpaid) / Affiliate (paid) Q2: What  actions  could they take to help  you   or  them   ?
TeachStreet Metrics v1: Eye Chart Madness
TeachStreet 1-Page Business Model: Teachers & Students Teachers Students Activation Claim Profile Add Class Contact Teacher View 3 Pages Retention Visit 1x/mo for 3 mo’s Visit 1x/mo for 3 mo’s  Referral Request Review Suggest Teacher
TeachStreet: 45-day Claim Rates ( Seattle ,  Portland )
Role: Product / Engineering Q: What Features to Build?  Why?  When are you “Done”? A:  Easy-to-Find ,  Fun / Useful ,  Unique  Features that   Increase Conversion   (stop iterating when increase decelerates) Wireframes = Conversion Steps Measure, A/B Test, Iterate FAST (daily/weekly) Optimize for Conversion Improvement 80% on existing feature optimization 20% on new feature development
Example Conversion Dashboard (note: *not* actuals… your mileage may vary) Stage Conversion Status Conv.  % Est. Value (*not* cost) Acquisition Visitors -> Site/Widget/Landing Page (2+ pages, 10+ sec, 1+ clicks = don’t abandon) 60% $.05 Activation “ Happy” 1 st  Visit; Usage/Signup (clicks/time/pages, email/profile reg, feature usage) 15% $.25 Retention Users Come Back; Multiple Visits (1-3x visits/mo; email/feed open rate / CTR) 5% $1 Referral Users Refer Others (cust sat >=8; viral K factor > 1; ) 1% $5 Revenue Users Pay / Generate $$$ (first txn, break-even, target profitability) 2% $50
Role: Marketing / Sales Q: What channels?  Which users?  Why? A: High  Volume  (#), Low  Cost  ($), High  Conv  (%) Design & Test Multiple Marketing Channels + Campaigns Select & Focus on Best-Performing Channels & Themes Optimize for conversion to target CTAs, not just site/landing page Match/Drive channel cost to/below revenue potential Low-Hanging Fruit:  Blogs SEO/SEM Landing Pages Automated Emails
Example Marketing Channels PR Contest Biz Dev Direct Marketing Radio / TV / Print Dedicated Sales Telemarketing Email SEO / SEM Blogs / Bloggers Viral / Referral Affiliate / CPA Widgets / Apps LOLCats ;)
M AARRR keting Plan Marketing Plan = Target Customer Acquisition Channels 3 Important Factors =  Volume  (#),  Cost  ($),  Conversion  (%) Measure conversion to target customer actions Test audience segments, campaign themes, Call-To-Action ( CTA s)  [Gradually] Match Channel Costs =>  Revenue Potential  Increase Vol. & Conversion, Decrease Cost, Optimize for Revenue Potential Avg Txn Value ( ATV ), Ann Rev Per User ( ARPU ), Cust Lifetime Value ( CLV ) Design channels that (eventually) cost  <20-50%  of target ATV, ARPU, CLV Consider Costs, Scarce Resource Tradeoffs Actual $ expenses Marketing time & resources Product/Engineering time & resources Cashflow timing of expense vs. revenue, profit
One Step at a Time. Make a Good Product : Activation & Retention Market the Product : Acquisition & Referral Make Money : Revenue & Profitability “ You probably can’t save your  Ass  and your  Face  at the same time…  choose carefully .”  – DMC
Summary Measure Stuff.  Keep It Simple. 5 Steps: Startup Metrics for Pirates ( AARRR !) 3 Items: Biz Model, Conversion, Mktg Channels Iterate & Optimize. Feedback Loop. (Loop. Loop). One Step at a Time.
Links & Resources Additional References: “ Influence: The Psychology of Persuasion ”, Robert Cialdini (book) “ Putting the Fun in Functional ”, Amy Jo Kim (etech 2006 preso) “ Futuristic Play ”, Andrew Chen (blog) “ Don’t Make Me Think ”, Steve Krug (book) “ Designing for the Social Web ”, Joshua Porter (book, website) “ Startup Lessons Learned ”, Eric Ries (blog) “ Customer Development Methodology ” Steve Blank (presentation,  blog ) “ Startup- Marketing.com ”, Sean Ellis (blog)
Dan Olsen CEO, YourVersion Web 2.0 Expo Apr 3, 2009 How to Use the Force of Metrics to Optimize your Web 2.0 Product
The Force of Metrics is Real The Force of Metrics? Really?
Approaching Your Product and Business as an Optimization Exercise Given reality as it exists today, optimize our results subject to our resource constraints. Copyright © 2009 Olsen Solutions LLC
Profit =  Revenue  - Cost Define the Equation of your Business “Peeling the Onion” Unique Visitors   x  Ad Revenue per Visitor Impressions/Visitor   x  Effective CPM / 1000 Visits/Visitor  x  Pageviews/Visit  x  Impressions/PV New Visitors  + Returning Visitors Invited Visitors  + Uninvited Visitors # of Users Sending Invites  x  Invites Sent/User  x  Invite Conversion Rate Copyright © 2009 Olsen Solutions LLC
Need third-party analytic tools PLUS home-grown metrics Track each metric as daily time series How to Track Your Metrics Create ratios from primary metrics:  X / Y Example:  How good is your registration page? Okay: # of registered users per day Better: registration conversion rate = # registered users / # uniques to reg page Copyright © 2009 Olsen Solutions LLC Date Unique Visitors Page views Ad Revenue New User Sign-ups … 4/24/08 10,100 29,600 25 490 4/25/08 10,500 27,100 24 480 …
Analyzing the Value of Product Ideas   Importance and Satisfaction To offer a good customer value proposition: Meet  High Importance  needs with  High Satisfaction Copyright © 2009 Olsen Solutions LLC See  Anthony Ulwick’s   “What Customers Want” Bad Great
Prioritizing Product Ideas by ROI Copyright © 2009 Olsen Solutions LLC Investment (developer-weeks) Return (Value Created) Idea C Idea B Idea D Idea A Idea F 1 1 2 3 4 2 3 4 ?
Marrying UI Design with Metrics Think of “Ease of use” as distinct from the functionality User Interface elements matter Position Layout Size Color Font Text copy Interaction design Navigation
Improving Signup Page Conversion Copyright © 2009 Olsen Solutions LLC
Improving Sign In/Registration Flow Copyright © 2009 Olsen Solutions LLC Open Account Sign in Account Selection Register 56% 44% Forget Password Registration Process 45% drop off (20% of total) 36% overall drop off for this step 70% (32% of Total) 17% drop off (10% of total) 20% drop off (6% of total) 30% (14% of Total) 80% (26% of Total) 55% (24% of Total) 64% of Total Change Password 83% (46% of Total)
Redesigned User Flow Improved Registration Conversion Rate Copyright © 2009 Olsen Solutions LLC 37% improvement in conversion rate Released New Design
Optimization through Iteration: Continuous Improvement Copyright © 2009 Olsen Solutions LLC Measure the metric Analyze the metric Identify top opportunities to improve Design & develop  the enhancement Launch the enhancement Learning Gaining knowledge: Market Customer Domain Usability
Summary: Using the Force of Metrics Define what success means Equation of your business Customer value proposition Instrument your site and track key metrics Identify opportunities and prioritize by ROI Launch, learn, and iterate Copyright © 2009 Olsen Solutions LLC
[email_address] @danolsen www.yourversion.com May the Force of Metrics be with you!
Dogster, Inc. Case Study Ted Rheingold blog.dogster.com /  @tedr   How actionable metrics informed us we were chasing our tail the wrong key results yet still guided us to the primary objective … bacon making money
 
Dogster, Inc. Sites & Services Dogster.com, Catster.com, Snuzzy.com Togethertag.com 5 year old profitable business. No VC, Angel only Primary Revenue Source Directly sold ad inventory Secondary Sources User  subscriptions Virtual currency Together Tag (Physical dog & cat ID tags w/ always-on web connecting service)
Marketing Initiative Feb ‘07 Goal: 2,000 New Registrants a Day Marketed sites via AdSense and BlogAds At launch we linked ads to our homepages Quickly made a general landing page with intro info and big link to register Then made dynamic  landing with relevant text  and  registration form. This significantly increased percentage of ad clickers that became registrants
LANDING PAGE Welcome
Landing Page Cute Overload
LANDING PAGE Daily Candy
LADING PAGE Dog Info
REGISTRATION PAGE -Activate
Quantitative Success Doesn’t  Mean Qualitative Success We hit key result of 2k registrants a day BUT only 60% were activating Only 8% we’re making profile pages vs. 80% that found site on their own Real members were generating a $4 ARPU, these were worth $0.10
Actionable Results Within 3 months we halted all ad spending. We were sitting on a treasure trove of what topics engaged pet people the most. We could drive a lot of uniques to our sites and advertisers love uniques
HOMEPAGE - Current
CRAZY EGG Searchers
Dogster Search Traffic
Ted Rheingold   Top Dog, Dogster, Inc. blog.dogster.com twitter: @tedr Web2Expo - 2009
Questions?  #metrics @davemcclure  @danolsen  @tedr
Appendix
Startup Metrics Activation
Website.com Activation Criteria: 10-30+ seconds 2-3+ page views 3-5+ clicks 1 key feature usage do LOTS of  landing  page  &  A/B tests  –  make lots of dumb  guesses &  iterate FAST Activation SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains
Activation What do users do on their first visit? Example Activation Goals Click on something! Account sign up / Emails Referrals / Tell a friend Widgets / Embeds Low Bounce Rate Activation Tips Less is more Focus on user experience / usability Provide incentives & call to actions Test and iterate continuously
Activation What do users do on their first visit? Key Metrics to Track Pages per visit Time on site Conversions
Activation Tools Crazy Egg (Visual Click Mapping) http:// crazyegg.com   Google Website Optimizer (A/B & Multivariate Testing) http:// google.com/websiteoptimizer   Marketo.com (B2B Lead Generation Management) http:// marketo.com   Resources Experimentation and Testing: A Primer kaushik.net/avinash/2006/05/experimentation-and-testing-a-primer.html Landing Page Design Toolbox: 100 Tips & Tools http://tinyurl.com/326co6   Landing Page Tutorials & Case Studies http:// www.copyblogger.com /landing-pages/   101 Easy Easy to use Google Website Optimizer http://conversion-rate-experts.com/articles/101-google-website-optimizer-tips/
Startup Metrics Retention
Website.com Automated emails: lifecycle emails @ +3, +7, +30d  status / “best of” weekly/monthly “ something happened” emails BUT:  make it  easy  to unsubscribe Tip on emails: > 80% or more on  SUBJECT LINE < 20% or less on BODY TEXT Retention SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
Cohort Analysis: Distrib of Visits over Time Rate of Decay Effective Customer Lifecycle Retention Methods Automated Emails * Track open rate / CTR / Quantity RSS / News Feeds * Track % viewed / CTR / Quantity Widgets / Embeds * Track impressions / CTR / Quantity Retention How do users come back? How often?
Example Retention Goals 1 - 3+ visits per month 20% open rate / 2% CTR High deliverability / Low spam rating Long customer life cycle / Low decay Identify fanatics and cheerleaders Retention Tips Email is simple and it works BUT make unsubscribe easy 80% subject line / 20% body text ACTUALLY 99% subject line / 1% body text Fanatics = virality + affiliate channel (bloggers?) Retention How do users come back? How often?
Retention How do users come back? How often? Key Metrics to Track Source Quantity Conversions Visitor Loyalty Session Length
Retention Tools Campaign Monitor / MailChimp (email newsletter software) campaignmonitor.com / mailchimp.com TriggerMail (site-centric email management) triggermail.net Litmus (email and website design testing - clients / browsers) litmusapp.com Resources 30 free HTML email templates campaignmonitor.com/resources/templates.aspx Best Practices in Writing Email Subject Lines mailchimp.com/resources/best-practices-in-writing-email-subject-lines.phtml Learning Viral: Viral Emails of Tagged.com okdork.com/2008/04/10/learning-viral-studying-taggedcom/
Startup Metrics Acquisition
Website.com Marketing Channels: largest-volume (#)  lowest-cost ($) best-performing (%)  Acquisition SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains
Acquisition Where are users coming from? Acquisition Methods SEO / SEM Blogs Email Social Media & Social Networks Domains
Acquisition Keyword Vocabulary Top 10 - 100 words Your Brand / Products Customer Needs / Benefits Competitor’s Brand / Products Semantic Equivalents Misspellings Things to analyze Sources Volume Cost Conversion
Acquisition Where are users coming from? Key Metrics to Track Quantity (#) Cost ($) Conversions (%) Example
Acquisition Tools Google Analytics (web analytics) google.com/analytics Google Keyword Tool (keyword research tool) adwords.google.com/select/KeywordToolExternal SEO Book Tools (SEO related tools) tools.seobook.com Resources SEO Book Blog seobook.com/blog The Social Media Manual: Read Before You Play searchengineland.com/071120-144401.php Strategies to ruthlessly acquire users andrewchen.typepad.com/andrew_chens_blog/2007/04/10_obvious_stra.html
Startup Metrics Referral
Website.com Focus on driving referrals * after * users have a “ happy ” experience; avg score >=  8 out of 10 Referral Acquisition SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains Retention Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
Referral How do users refer others? Referral Methods Send to Friend: Email / IM Social Media Widgets / Embeds Affiliates
Referral Viral Growth Factor Viral Growth Factor =  X  *  Y  *  Z X = % of users who invite other people Y = average # of people that they invited Z = % of users who accepted an invitation A viral growth factor > 1 means an exponential organic user acquisition.
Referral Tools Gigya (social media distribution & tracking tool) gigya.com ShareThis / AddThis (sharing buttons) sharethis.com / addthis.com GetMyContacts (PHP contacts importing & invitation software) getmycontacts.com Resources Seven Ways to GO VIRAL lsvp.wordpress.com/2007/03/02/seven-ways-to-go-viral/ What’s your viral loop? Understanding the engine of adoption andrewchen.typepad.com/andrew_chens_blog/2007/07/whats-your-vira.html Metrics: Where Users Come From slideshare.net/guest2968b8/rockyou-snap-summit-32508
Startup Metrics Revenue
Website.com Revenue This is the part *you*  still have to figure out…  (we  don’t know jack  about your business) R evenue $$$ Biz Dev Ads, Lead Gen, Subscriptions, ECommerce Acquisition SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains Retention Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
Revenue How do you make money? Revenue Tips Don’t Rely on AdSense (only) Start Free => 2% “ Freemium ” Subscription / Recurring transactions Qualify your customers -> Lead generation (arbitrage) Sell something! (physical or virtual)
Revenue Resources & Tools Revenue Metrics (Andrew Chen) http://tinyurl.com/47r63a How to Create a Profitable “Freemium” Startup (Andrew Chen) http://tinyurl.com/8z9ygk   2008 Affiliate Marketing Review (Scott Jangro) http://tinyurl.com/86wak4
Be Bold.  Be Humble. Stuff That Matters: Passion  for Problem/Solution  + Hypothesis of  Customer Lifecycle 1-page Business Model : Prioritized List of (Users + Conversions) Critical, Few, Actionable   Metrics + Dashboard of  Measured  User Behavior 1-pg Marketing Plan : (Channels + Campaigns) * (Volume, Cost, Conv %) Velocity of (Product  Execution  + Cycle Time of  Testing ) *  Iteration 20% Inspiration   + 80% Perspiration Long-term:  Audacity + Creative Inspiration Short-term:  Humility + Analytic Rigor
Passion  vs.  Precision “ Solve a Problem” =  Passion “ Optimize the Solution” =   Precision BUT: Precision” is Illusion; “data” is fuzzy Collecting & Interpreting data takes time & effort Keep Metrics  Simple  &  Actionable Long-term:  Audacity + Creative Inspiration Short-term:  Humility + Analytic Rigor
Types of Measurement Qualitative : Usability Testing / Session Monitoring Watch users,  guess problems & solutions from small # of users Quantitative : Traffic Analysis / User Engagement Track users, usage, conv %'s for empirical sample # of users Comparative : A/B, Multivariate Testing Compare what users do in one scenario vs another Measure which copy/graphics/UI are most effective Competitive : Monitoring & Tracking Competitors Track competitor activity & compare against yours (if possible) Compare channels, keyword traffic, demographics, user sat, etc.
Design, Optimize for  Conversion
Kano Model: User Needs & Satisfaction Copyright © 2008 Olsen Solutions LLC User Satisfaction User Dissatisfaction Performance (more is better) Delighter (wow) Need not met Need fully met Must Have Needs & features migrate over time
Olsen’s Hierarchy of Web User Needs (adapted from Maslow) Copyright © 2008 Olsen Solutions LLC Is the site up when I want to use it? Is the site fast enough? Does the functionality work? Does the functionality meet my needs? Customer’s Perspective What does it mean to us? Uptime Page Load Time Absence of Bugs Feature Set Usability & Design Decreasing Dissatisfaction Increasing Satisfaction How easy to use is it?
Adding Metrics and Optimization to your Product Process Copyright © 2008 Olsen Solutions LLC Plan Design Develop Business Objectives Product Objectives Prioritized Feature List Scoping Requirements & Design Code Test Launch Site Level Feature Level Optimize Metrics & User Feedback
Using Metrics to Optimize the Equation of your Business What are the metrics for your business? Where is current value for each metric?  How many resources to “move” each metric? Developer-hours, time, money Which metrics have highest ROI opportunities? Copyright © 2008 Olsen Solutions LLC Return Investment Return Investment Return Investment Metric A Good ROI Metric B Bad ROI Metric C Great ROI

How to be a Web 2.0 Metrics Jedi (Web 2.0 Expo, April 2009)

  • 1.
    Become a Web2.0 Jedi: How to Use the Force of Product & Marketing Metrics to Optimize Your Business Web 2.0 Expo Apr 3, 2009 #w2e #metrics
  • 2.
    Startup Metrics forPirates: AARRR! Web 2.0 Expo SF April 2009 Dave McClure, Founders Fund http://www.foundersfund.com/ http://500hats.typepad.com/ http://slideshare.net/dmc500hats/
  • 3.
    Startup Metrics: TheBasics Measure Stuff. Keep It Simple. 5 Steps: Startup Metrics for Pirates ( AARRR !) 3 Metrics Frameworks + 3 Roles (CEO, Dev/Product, Marketing) Iterate & Optimize. Feedback Loop. (Loop. Loop.) One Step at a Time. The “Ass vs. Face” Issue. Appendix (we won’t have time) Activation Retention Acquisition Referral Revenue
  • 4.
    Web 2.0: Hell Yes , Good Times. # Users, Bandwidth = Bigger. Lower Startup Costs = Badder. PPC, E-Com $ Growing = Uncut. Collect Usage Metrics in Real-Time Decisions Based on Measured User Behavior
  • 5.
    The Startup MetricsReligion Progress ≠ Features ( Less = More ) Focus on User Experience Measure Conversion ; Compare 2+ Options Fast, Frequent Iteration (+ Feedback Loop ) Keep it Simple & Actionable
  • 6.
    Optimize 4 Happiness (both User + Business) Define States of User + Business Value Prioritize (Estimate) Relative Value of Each State Move Users: Lower Value -> Higher Value Optimize for User Happiness / Business $$$ Achieve Low Cost + High Value @ Scale $$$
  • 7.
    Discover Meaning Keywords,Images, Call-to-Action Top 10 - 100 words Your Brand / Products Customer Needs / Benefits Competitor’s Brand / Products Semantic Equivalents Misspellings Relevant images People Products Problems Solutions Call-to-Action Words Images Context Button/Link Emotion Result Positive? Negative? Neutral (= Death) A/B test & Iterate
  • 8.
    Startup Metrics forPirates: AARRR! A cquisition: users come to site from various channels A ctivation: users enjoy 1 st visit: &quot; happy ” experience R etention: users come back , visit site multiple times R eferral: users like product enough to refer others R evenue: users conduct some monetization behavior (note: If you’re in a hurry, watch 5 min video after slide 23) AARRR !
  • 9.
    AARRR!: 5-Step StartupMetrics Model Website.com R evenue $$$ Biz Dev Ads, Lead Gen, Subscriptions, ECommerce A CQUISITION SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains R etention Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
  • 10.
    Q: What’s MyBusiness Model? Can be one of the following: Get Users (= Acquisition, Referral) Drive Usage (= Activation, Retention) Make Money (= Revenue*) * ideally profitable revenue Note: eventually need to turn Users / Usage -> Money
  • 11.
    Just Gimme theGOOD Metrics. Users, Pages, Clicks, Emails, $$$...? Q: Which of these is best? How do you know? 1,000,000 one-time, unregistered unique visitors 500,000 visitors who view 2+ pages / stay 10+ sec 200,000 visitors who clicked on a link or button 20,000 registered users w/ email address 2,000 passionate fans who refer 5+ users / mo. 1,000 monthly subscribers @ $5/mo the good stuff.
  • 12.
    3 Core Models:biz model, conversion dashboard, mktg channels Define 1-Page Biz Model : customer segments + desired actions / behaviors Identify critical Conversion Events & Dashboard for each segment & prioritize Test & develop Marketing Channels ; measure Volume (#), Cost ($), Conv (%) Optimize product & marketing using Fast Iteration Cycles & A/B Testing
  • 13.
    Role: Founder/CEO Q:Which Metrics? Why? A: Focus on Critical Few Actionable Metrics (if you don’t use the metric to make a decision, it’s not actionable) Hypothesize Customer Lifecycle Target ~3-5 Conversion Events (tip: Less = More) Test, Measure, Iterate to Improve
  • 14.
    The 1-Page BusinessModel (Users + Conversions + Priorities) Q1: What types of people use your website? Visitor = Average User / Buyer Contributor = Content Contributor / Seller Distributor = Passionate Fan (unpaid) / Affiliate (paid) Q2: What actions could they take to help you or them ?
  • 15.
    TeachStreet Metrics v1:Eye Chart Madness
  • 16.
    TeachStreet 1-Page BusinessModel: Teachers & Students Teachers Students Activation Claim Profile Add Class Contact Teacher View 3 Pages Retention Visit 1x/mo for 3 mo’s Visit 1x/mo for 3 mo’s Referral Request Review Suggest Teacher
  • 17.
    TeachStreet: 45-day ClaimRates ( Seattle , Portland )
  • 18.
    Role: Product /Engineering Q: What Features to Build? Why? When are you “Done”? A: Easy-to-Find , Fun / Useful , Unique Features that Increase Conversion (stop iterating when increase decelerates) Wireframes = Conversion Steps Measure, A/B Test, Iterate FAST (daily/weekly) Optimize for Conversion Improvement 80% on existing feature optimization 20% on new feature development
  • 19.
    Example Conversion Dashboard(note: *not* actuals… your mileage may vary) Stage Conversion Status Conv. % Est. Value (*not* cost) Acquisition Visitors -> Site/Widget/Landing Page (2+ pages, 10+ sec, 1+ clicks = don’t abandon) 60% $.05 Activation “ Happy” 1 st Visit; Usage/Signup (clicks/time/pages, email/profile reg, feature usage) 15% $.25 Retention Users Come Back; Multiple Visits (1-3x visits/mo; email/feed open rate / CTR) 5% $1 Referral Users Refer Others (cust sat >=8; viral K factor > 1; ) 1% $5 Revenue Users Pay / Generate $$$ (first txn, break-even, target profitability) 2% $50
  • 20.
    Role: Marketing /Sales Q: What channels? Which users? Why? A: High Volume (#), Low Cost ($), High Conv (%) Design & Test Multiple Marketing Channels + Campaigns Select & Focus on Best-Performing Channels & Themes Optimize for conversion to target CTAs, not just site/landing page Match/Drive channel cost to/below revenue potential Low-Hanging Fruit: Blogs SEO/SEM Landing Pages Automated Emails
  • 21.
    Example Marketing ChannelsPR Contest Biz Dev Direct Marketing Radio / TV / Print Dedicated Sales Telemarketing Email SEO / SEM Blogs / Bloggers Viral / Referral Affiliate / CPA Widgets / Apps LOLCats ;)
  • 22.
    M AARRR ketingPlan Marketing Plan = Target Customer Acquisition Channels 3 Important Factors = Volume (#), Cost ($), Conversion (%) Measure conversion to target customer actions Test audience segments, campaign themes, Call-To-Action ( CTA s) [Gradually] Match Channel Costs => Revenue Potential Increase Vol. & Conversion, Decrease Cost, Optimize for Revenue Potential Avg Txn Value ( ATV ), Ann Rev Per User ( ARPU ), Cust Lifetime Value ( CLV ) Design channels that (eventually) cost <20-50% of target ATV, ARPU, CLV Consider Costs, Scarce Resource Tradeoffs Actual $ expenses Marketing time & resources Product/Engineering time & resources Cashflow timing of expense vs. revenue, profit
  • 23.
    One Step ata Time. Make a Good Product : Activation & Retention Market the Product : Acquisition & Referral Make Money : Revenue & Profitability “ You probably can’t save your Ass and your Face at the same time… choose carefully .” – DMC
  • 24.
    Summary Measure Stuff. Keep It Simple. 5 Steps: Startup Metrics for Pirates ( AARRR !) 3 Items: Biz Model, Conversion, Mktg Channels Iterate & Optimize. Feedback Loop. (Loop. Loop). One Step at a Time.
  • 25.
    Links & ResourcesAdditional References: “ Influence: The Psychology of Persuasion ”, Robert Cialdini (book) “ Putting the Fun in Functional ”, Amy Jo Kim (etech 2006 preso) “ Futuristic Play ”, Andrew Chen (blog) “ Don’t Make Me Think ”, Steve Krug (book) “ Designing for the Social Web ”, Joshua Porter (book, website) “ Startup Lessons Learned ”, Eric Ries (blog) “ Customer Development Methodology ” Steve Blank (presentation, blog ) “ Startup- Marketing.com ”, Sean Ellis (blog)
  • 26.
    Dan Olsen CEO,YourVersion Web 2.0 Expo Apr 3, 2009 How to Use the Force of Metrics to Optimize your Web 2.0 Product
  • 27.
    The Force ofMetrics is Real The Force of Metrics? Really?
  • 28.
    Approaching Your Productand Business as an Optimization Exercise Given reality as it exists today, optimize our results subject to our resource constraints. Copyright © 2009 Olsen Solutions LLC
  • 29.
    Profit = Revenue - Cost Define the Equation of your Business “Peeling the Onion” Unique Visitors x Ad Revenue per Visitor Impressions/Visitor x Effective CPM / 1000 Visits/Visitor x Pageviews/Visit x Impressions/PV New Visitors + Returning Visitors Invited Visitors + Uninvited Visitors # of Users Sending Invites x Invites Sent/User x Invite Conversion Rate Copyright © 2009 Olsen Solutions LLC
  • 30.
    Need third-party analytictools PLUS home-grown metrics Track each metric as daily time series How to Track Your Metrics Create ratios from primary metrics: X / Y Example: How good is your registration page? Okay: # of registered users per day Better: registration conversion rate = # registered users / # uniques to reg page Copyright © 2009 Olsen Solutions LLC Date Unique Visitors Page views Ad Revenue New User Sign-ups … 4/24/08 10,100 29,600 25 490 4/25/08 10,500 27,100 24 480 …
  • 31.
    Analyzing the Valueof Product Ideas Importance and Satisfaction To offer a good customer value proposition: Meet High Importance needs with High Satisfaction Copyright © 2009 Olsen Solutions LLC See Anthony Ulwick’s “What Customers Want” Bad Great
  • 32.
    Prioritizing Product Ideasby ROI Copyright © 2009 Olsen Solutions LLC Investment (developer-weeks) Return (Value Created) Idea C Idea B Idea D Idea A Idea F 1 1 2 3 4 2 3 4 ?
  • 33.
    Marrying UI Designwith Metrics Think of “Ease of use” as distinct from the functionality User Interface elements matter Position Layout Size Color Font Text copy Interaction design Navigation
  • 34.
    Improving Signup PageConversion Copyright © 2009 Olsen Solutions LLC
  • 35.
    Improving Sign In/RegistrationFlow Copyright © 2009 Olsen Solutions LLC Open Account Sign in Account Selection Register 56% 44% Forget Password Registration Process 45% drop off (20% of total) 36% overall drop off for this step 70% (32% of Total) 17% drop off (10% of total) 20% drop off (6% of total) 30% (14% of Total) 80% (26% of Total) 55% (24% of Total) 64% of Total Change Password 83% (46% of Total)
  • 36.
    Redesigned User FlowImproved Registration Conversion Rate Copyright © 2009 Olsen Solutions LLC 37% improvement in conversion rate Released New Design
  • 37.
    Optimization through Iteration:Continuous Improvement Copyright © 2009 Olsen Solutions LLC Measure the metric Analyze the metric Identify top opportunities to improve Design & develop the enhancement Launch the enhancement Learning Gaining knowledge: Market Customer Domain Usability
  • 38.
    Summary: Using theForce of Metrics Define what success means Equation of your business Customer value proposition Instrument your site and track key metrics Identify opportunities and prioritize by ROI Launch, learn, and iterate Copyright © 2009 Olsen Solutions LLC
  • 39.
    [email_address] @danolsen www.yourversion.comMay the Force of Metrics be with you!
  • 40.
    Dogster, Inc. CaseStudy Ted Rheingold blog.dogster.com / @tedr How actionable metrics informed us we were chasing our tail the wrong key results yet still guided us to the primary objective … bacon making money
  • 41.
  • 42.
    Dogster, Inc. Sites& Services Dogster.com, Catster.com, Snuzzy.com Togethertag.com 5 year old profitable business. No VC, Angel only Primary Revenue Source Directly sold ad inventory Secondary Sources User subscriptions Virtual currency Together Tag (Physical dog & cat ID tags w/ always-on web connecting service)
  • 43.
    Marketing Initiative Feb‘07 Goal: 2,000 New Registrants a Day Marketed sites via AdSense and BlogAds At launch we linked ads to our homepages Quickly made a general landing page with intro info and big link to register Then made dynamic landing with relevant text and registration form. This significantly increased percentage of ad clickers that became registrants
  • 44.
  • 45.
  • 46.
  • 47.
  • 48.
  • 49.
    Quantitative Success Doesn’t Mean Qualitative Success We hit key result of 2k registrants a day BUT only 60% were activating Only 8% we’re making profile pages vs. 80% that found site on their own Real members were generating a $4 ARPU, these were worth $0.10
  • 50.
    Actionable Results Within3 months we halted all ad spending. We were sitting on a treasure trove of what topics engaged pet people the most. We could drive a lot of uniques to our sites and advertisers love uniques
  • 51.
  • 52.
  • 53.
  • 54.
    Ted Rheingold Top Dog, Dogster, Inc. blog.dogster.com twitter: @tedr Web2Expo - 2009
  • 55.
    Questions? #metrics@davemcclure @danolsen @tedr
  • 56.
  • 57.
  • 58.
    Website.com Activation Criteria:10-30+ seconds 2-3+ page views 3-5+ clicks 1 key feature usage do LOTS of landing page & A/B tests – make lots of dumb guesses & iterate FAST Activation SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains
  • 59.
    Activation What dousers do on their first visit? Example Activation Goals Click on something! Account sign up / Emails Referrals / Tell a friend Widgets / Embeds Low Bounce Rate Activation Tips Less is more Focus on user experience / usability Provide incentives & call to actions Test and iterate continuously
  • 60.
    Activation What dousers do on their first visit? Key Metrics to Track Pages per visit Time on site Conversions
  • 61.
    Activation Tools CrazyEgg (Visual Click Mapping) http:// crazyegg.com Google Website Optimizer (A/B & Multivariate Testing) http:// google.com/websiteoptimizer Marketo.com (B2B Lead Generation Management) http:// marketo.com Resources Experimentation and Testing: A Primer kaushik.net/avinash/2006/05/experimentation-and-testing-a-primer.html Landing Page Design Toolbox: 100 Tips & Tools http://tinyurl.com/326co6 Landing Page Tutorials & Case Studies http:// www.copyblogger.com /landing-pages/ 101 Easy Easy to use Google Website Optimizer http://conversion-rate-experts.com/articles/101-google-website-optimizer-tips/
  • 62.
  • 63.
    Website.com Automated emails:lifecycle emails @ +3, +7, +30d status / “best of” weekly/monthly “ something happened” emails BUT: make it easy to unsubscribe Tip on emails: > 80% or more on SUBJECT LINE < 20% or less on BODY TEXT Retention SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
  • 64.
    Cohort Analysis: Distribof Visits over Time Rate of Decay Effective Customer Lifecycle Retention Methods Automated Emails * Track open rate / CTR / Quantity RSS / News Feeds * Track % viewed / CTR / Quantity Widgets / Embeds * Track impressions / CTR / Quantity Retention How do users come back? How often?
  • 65.
    Example Retention Goals1 - 3+ visits per month 20% open rate / 2% CTR High deliverability / Low spam rating Long customer life cycle / Low decay Identify fanatics and cheerleaders Retention Tips Email is simple and it works BUT make unsubscribe easy 80% subject line / 20% body text ACTUALLY 99% subject line / 1% body text Fanatics = virality + affiliate channel (bloggers?) Retention How do users come back? How often?
  • 66.
    Retention How dousers come back? How often? Key Metrics to Track Source Quantity Conversions Visitor Loyalty Session Length
  • 67.
    Retention Tools CampaignMonitor / MailChimp (email newsletter software) campaignmonitor.com / mailchimp.com TriggerMail (site-centric email management) triggermail.net Litmus (email and website design testing - clients / browsers) litmusapp.com Resources 30 free HTML email templates campaignmonitor.com/resources/templates.aspx Best Practices in Writing Email Subject Lines mailchimp.com/resources/best-practices-in-writing-email-subject-lines.phtml Learning Viral: Viral Emails of Tagged.com okdork.com/2008/04/10/learning-viral-studying-taggedcom/
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  • 69.
    Website.com Marketing Channels:largest-volume (#) lowest-cost ($) best-performing (%) Acquisition SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains
  • 70.
    Acquisition Where areusers coming from? Acquisition Methods SEO / SEM Blogs Email Social Media & Social Networks Domains
  • 71.
    Acquisition Keyword VocabularyTop 10 - 100 words Your Brand / Products Customer Needs / Benefits Competitor’s Brand / Products Semantic Equivalents Misspellings Things to analyze Sources Volume Cost Conversion
  • 72.
    Acquisition Where areusers coming from? Key Metrics to Track Quantity (#) Cost ($) Conversions (%) Example
  • 73.
    Acquisition Tools GoogleAnalytics (web analytics) google.com/analytics Google Keyword Tool (keyword research tool) adwords.google.com/select/KeywordToolExternal SEO Book Tools (SEO related tools) tools.seobook.com Resources SEO Book Blog seobook.com/blog The Social Media Manual: Read Before You Play searchengineland.com/071120-144401.php Strategies to ruthlessly acquire users andrewchen.typepad.com/andrew_chens_blog/2007/04/10_obvious_stra.html
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    Website.com Focus ondriving referrals * after * users have a “ happy ” experience; avg score >= 8 out of 10 Referral Acquisition SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains Retention Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
  • 76.
    Referral How dousers refer others? Referral Methods Send to Friend: Email / IM Social Media Widgets / Embeds Affiliates
  • 77.
    Referral Viral GrowthFactor Viral Growth Factor = X * Y * Z X = % of users who invite other people Y = average # of people that they invited Z = % of users who accepted an invitation A viral growth factor > 1 means an exponential organic user acquisition.
  • 78.
    Referral Tools Gigya(social media distribution & tracking tool) gigya.com ShareThis / AddThis (sharing buttons) sharethis.com / addthis.com GetMyContacts (PHP contacts importing & invitation software) getmycontacts.com Resources Seven Ways to GO VIRAL lsvp.wordpress.com/2007/03/02/seven-ways-to-go-viral/ What’s your viral loop? Understanding the engine of adoption andrewchen.typepad.com/andrew_chens_blog/2007/07/whats-your-vira.html Metrics: Where Users Come From slideshare.net/guest2968b8/rockyou-snap-summit-32508
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  • 80.
    Website.com Revenue Thisis the part *you* still have to figure out… (we don’t know jack about your business) R evenue $$$ Biz Dev Ads, Lead Gen, Subscriptions, ECommerce Acquisition SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains Retention Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
  • 81.
    Revenue How doyou make money? Revenue Tips Don’t Rely on AdSense (only) Start Free => 2% “ Freemium ” Subscription / Recurring transactions Qualify your customers -> Lead generation (arbitrage) Sell something! (physical or virtual)
  • 82.
    Revenue Resources &Tools Revenue Metrics (Andrew Chen) http://tinyurl.com/47r63a How to Create a Profitable “Freemium” Startup (Andrew Chen) http://tinyurl.com/8z9ygk 2008 Affiliate Marketing Review (Scott Jangro) http://tinyurl.com/86wak4
  • 83.
    Be Bold. Be Humble. Stuff That Matters: Passion for Problem/Solution + Hypothesis of Customer Lifecycle 1-page Business Model : Prioritized List of (Users + Conversions) Critical, Few, Actionable Metrics + Dashboard of Measured User Behavior 1-pg Marketing Plan : (Channels + Campaigns) * (Volume, Cost, Conv %) Velocity of (Product Execution + Cycle Time of Testing ) * Iteration 20% Inspiration + 80% Perspiration Long-term: Audacity + Creative Inspiration Short-term: Humility + Analytic Rigor
  • 84.
    Passion vs. Precision “ Solve a Problem” = Passion “ Optimize the Solution” = Precision BUT: Precision” is Illusion; “data” is fuzzy Collecting & Interpreting data takes time & effort Keep Metrics Simple & Actionable Long-term: Audacity + Creative Inspiration Short-term: Humility + Analytic Rigor
  • 85.
    Types of MeasurementQualitative : Usability Testing / Session Monitoring Watch users, guess problems & solutions from small # of users Quantitative : Traffic Analysis / User Engagement Track users, usage, conv %'s for empirical sample # of users Comparative : A/B, Multivariate Testing Compare what users do in one scenario vs another Measure which copy/graphics/UI are most effective Competitive : Monitoring & Tracking Competitors Track competitor activity & compare against yours (if possible) Compare channels, keyword traffic, demographics, user sat, etc.
  • 86.
  • 87.
    Kano Model: UserNeeds & Satisfaction Copyright © 2008 Olsen Solutions LLC User Satisfaction User Dissatisfaction Performance (more is better) Delighter (wow) Need not met Need fully met Must Have Needs & features migrate over time
  • 88.
    Olsen’s Hierarchy ofWeb User Needs (adapted from Maslow) Copyright © 2008 Olsen Solutions LLC Is the site up when I want to use it? Is the site fast enough? Does the functionality work? Does the functionality meet my needs? Customer’s Perspective What does it mean to us? Uptime Page Load Time Absence of Bugs Feature Set Usability & Design Decreasing Dissatisfaction Increasing Satisfaction How easy to use is it?
  • 89.
    Adding Metrics andOptimization to your Product Process Copyright © 2008 Olsen Solutions LLC Plan Design Develop Business Objectives Product Objectives Prioritized Feature List Scoping Requirements & Design Code Test Launch Site Level Feature Level Optimize Metrics & User Feedback
  • 90.
    Using Metrics toOptimize the Equation of your Business What are the metrics for your business? Where is current value for each metric? How many resources to “move” each metric? Developer-hours, time, money Which metrics have highest ROI opportunities? Copyright © 2008 Olsen Solutions LLC Return Investment Return Investment Return Investment Metric A Good ROI Metric B Bad ROI Metric C Great ROI