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Use the Right Metric
 For the Right Job
    Adam Holden-Bache
        Dela Quist
       Luke Glasner
      Ryan Hofmann
Difference in Metrics
Traditional Metrics vs. EEC SAME Project Metrics

  Traditional:        EEC SAME:

  Delivered           Accepted           Accepted = Any email not
                                         rejected by a server

  Open                Render             Render = Total number of
                                         times an HTML email is
                                         displayed (full open or preview
                                         pane)
Accepted vs. Delivered
• Accepted means the email reached the recipient’s server, not just
  that it left the sender’s server
• Accepted does not include bounces, Delivered does
• Accepted does include messages delivered to spam/junk or those
  that are missing, as those messages were not bounced
Render vs. Open
• A Render identifies an HTML open with images on. An Open could
  mean a view of any message such as HTML with images off or even
  a text message that received a click-through.

• Total Confirmed Opens includes renders PLUS counts from clicks
  on any link in messages such as HTML images off or a text version.
When to use SAME Metrics
•   When accuracy matters
•   When knowing if you reached the inbox matters
•   When HTML vs. non-HTML views is important
•   When comparing campaign metrics to other campaign metrics
SAME Metrics Goals

• Common set of industry-wide metrics definitions
• Establish usable benchmarks for marketers
• Allow for consistent metrics reporting across
  platforms
• Provide accuracy for metrics shared between
  platforms
Life Cycle Email Marketing




   eMarketer, "Keeping Customers Loyal with Targeted Email" February 14,2011
   http://www.emarketer.co/Article.aspx?R=1008233&dsNav=Rpp:25,Ro:-1,N:706-405&xsrc=GeographyPanel
Life Cycle Email Marketing
 A Lifecycle email program starts
  with the Welcome Message

 Post Purchase Programs help to
  build engagement and increase
  loyalty, great for selling
  consumables.

 A lifecycle program typically ends
  with a Win-Back effort before
  giving up on the customer

      eMarketer, "Customer Lifecycle Email Campaigns See Better Engagement"
      June 30,2011 http://www.emarketer.tv/Article.aspx?R=1008471
Life Cycle Email Marketing
Common goals of a lifecycle program:
• Move prospects along the sales cycle to
  customers
• Increase order rates or re-order rates
• Increase customer loyalty
• Increase value of customer
• Increase lifespan of customer
Begin by mapping the life cycle of an email
customer or the steps in the sales process.
Life Cycle Email Marketing
Use engagement indicators, such as purchases or site logins, in addition to
opens and clicks when determining to remove a subscriber.
 Often subscribers that are reading, but do not respond are not captured in open/click metrics.




                                                                                Remove
                                                                              Emotionally
                                                                             Unsubscribed?
Calculate Your Subscriber Lifespan
 Determine segment or overall subscriber average lifespan in 3 steps:

   1. For each subscriber, calculate the number of days between join
      date & date of most recent open/click = lifespan of the subscriber
      (you can also use weeks or months).
   2. Use excel to find the mean (average) and standard deviation for
      lifespan either overall or by segment.
   3. Take your mean 2 standard deviations, this range represents
      the lifespan of 95% of subscribers.
 Once you find your range for average lifespan, you’ve discovered two
    points in time for time based engagement triggers.

Tip: If your standard deviation is large (above 7-10 units) then you
    may wish to use a confidence interval of the mean instead.
Metrics to Track in a Lifecycle Program
 • Re-order rate of email program members vs. average
   company re-order rate or re-order rate of non-members.
 • Determine your Email Lifespan: Join Date – Date of most
   recent action driven by email (click, open, site login, etc.)
 • Compare performance for subscribers in the lifecycle email
   program vs. those not in the program. Is the difference
   Significant?
 • Use the Analysis ToolPack in Excel to run the tests.
   http://office.microsoft.com/en-us/excel-help/about-
   statistical-analysis-tools-HP005203873.aspx.
 • Aim for a confidence level above 90%.
Influence of Email
•   Last-Click Attribution
     – Indicator of how well your email campaigns do at   Email Subscribers
       directly converting subscribers
                                                           Email Openers
•   Revenue Participation Attribution
     – Subscribers who opened or clicked through the       Email Clickers
       email, but whose last click came through another
       channel such as search, display or affiliates
                                                               Email
     – How big is your gap between Last Click and
       Revenue Participation?                                Last-Click
     – Does your email program have a better value
       proposition vs. other channels?
•   Impression Attribution
     – Subscribers who do not open or click and come to
       your site (or store) through other channels
     – Impression effect of just being in the inbox


•   Measure and benchmark with each of these
    attribution methodologies to understand
    gaps and opportunities
Attribution: Knowing Where To Look




DMA / fast.MAP Email Tracking Study
Attribution: Email’s Nudge Effect
Attribution: Sales Via Email From Send Time
Attribution: Sales Via Email From Last Click
Reach & Frequency




Client sent one email per month, except in May and August when they sent two
Reach & Frequency: Open Rates Don’t Matter
Reach & Frequency: Open Rates Don’t Matter
60.00%


50.00%


40.00%

                                                                                                                   Open Reach
30.00%
                                                                                                                   Click Reach
                                                                                                                   Open Rate
20.00%
                                                                                                                   Click Rate
10.00%


 0.00%
         1   2   3   4   5   6     7       8       9       10       11   12   13   14   15   16    17        18

                                 16,000

                                 14,000

                                 12,000

                                 10,000

                                  8,000                                                                                                              Previous Openers
                                                                                                                                                     New Openers
                                  6,000

                                  4,000

                                  2,000

                                       -
                                               1       2        3    4    5   6    7    8    9    10    11    12    13   14      15   16   17   18
Reach & Frequency: Impact On Sales
Reach & Frequency: Impact On Sales
Reach & Frequency: Impact On Web Traffic
Value of a Subscribed Lead/Prospect
Do you want answers to the following questions?
–    Which subscription source is my most/least profitable?
–    How much am I willing to spend to generate a new lead?
–    How long does it take for a lead generation efforts to break even?
–    How valuable are subscribers who sign-up on my website?
–    How have site changes impacted the volume of onsite signups per
     day?
–    How have new business processes increased in-store signups per
     day?
–    How does the value of a subscriber change over time? For a lead
     that subscribes today, how valuable do I expect them to be in 3
     months? 1 year? 2 years? 5 years?
Methodology
Step 1                               Step 1 Example SQL
Identify all email addresses         SELECT emailAddress
that were a lead or a                     ,customerId
prospect on the date that                 ,emailSubscriptionDate
they subscribed to your email             ,firstOrderDate
communications.                           ,subscriptionSource
                                          ,acquisitionCost
                                     FROM …
                                     WHERE ((emailSubscriptionDate <
                                     firstOrderDate)
                                          OR firstOrderDate IS NULL)

•   If you have a defined cost-per-lead for any specific subscription sources, this would be
    the acquisition cost.
•   The acquisition cost for onsite, in-store, or other company sources (excluding
    sweepstakes) should be considered a sunk cost, and calculated as $0.00.
•   If you don’t know the subscription source for any of your subscribers, you may leave
    that out of the analysis, but you should start collecting this data ASAP for future use.
Methodology
Step 2                         Step 2 Example SQL
Sum the historical             SELECT emailAddress
revenues, gross profits and       ,emailSubscriptionDate
acquisition costs and net         ,subscriptionSource
profit from all email             ,SUM(itemQty * price) AS revenue
addresses identified in Step      ,revenue - SUM(costs) AS grossProfit
1.                                ,SUM(acquisitionCost) AS acquisitionCost
                                  ,grossProfit - AS netProfit
                               FROM step1SampleDataset
                                  …
                               GROUP BY 1, 2, 3

• Due to the major variations in how individual businesses calculate
  revenue, costs, gross profit, and allocate marketing spend, this has
  been simplified to illustrate the basic calculation.
Methodology
Step 3                         Step 3 Example SQL
Sum the revenue and net        SELECT emailSubscriptionDate
profit by email subscription      ,subscriptionSource
date by subscription source.      ,COUNT(emailAddress) AS countEmails
                                  ,SUM(revenue) AS revenue
                                  ,SUM(netProfit) AS netProfit
                               FROM step2sampleDataset
                               GROUP BY 1, 2

• The resulting data set from step 3 can then be exported into an Excel pivot
  table or other BI or statistical application for analysis, trending, etc.
How long does it take for a lead
            generation source to break even?




•   Leads from Week 32 are now breaking even at Week 52; it takes about 20
    weeks for leads from Lead Source A to break even and start generating
    positive net profit
•   How does this compare to other sources?
•   What can we do to get this down to 13 weeks?
How valuable are subscribers
       that signup on my website?
                    Time Since      Average Net
                    Email Signup    Profit Per Email
                    90 Days         $0.24
                    180 Days        $0.52
                    1 Year          $1.08
                    2 Years         $1.88
                    5 Years         $8.97



• After 1 year, onsite email signups have generated $1.08 in net profit
  per email address
• Now that you know the value, what can you do with it?
How have site design changes impacted
     the volume of onsite email signups?




•   Week 7: New footer design with more prominent signup form: +73%
•   Week 16: Signup form added to New Untracked homepage: +19%
•   Weeks 25-32: Lost NU homepage form placement: -18%
•   Weeks 44-52: Seasonal traffic increase, no changes
Setting & Achieving Subscriber Goals
• What is your goal for onsite subscribers?
• Set a target:
  – % increase over your current baseline, or
  – Benchmark to 3% of monthly site visitors
• Make the plan
  – List of website projects to achieve the target
• Measure your progress
  – Develop automated reporting to track your subscriber growth
    against your target
• Optimize
  – Better creative, stronger calls-to-action, enhanced site
    placement, improved program value proposition
Thanks For Attending Today
Questions, Comments or Feedback? Contact Us.


Adam Holden-Bache                    Dela Quist
@AdamHoldenBache                     @DelaQuist
adam.holden-bache@masstransmit.com   dela@alchemyworx.com
704-706-2670 x200                    678-954-4762


Luke Glasner                         Ryan Hofmann
@Lukes_Tweets                        @ryanhofmann
lglasner@glasner.com                 rhofmann@responsys.com
201-855-MAIL (6245)                  Ryan’s Number

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Use the Right Metric for the Right Job

  • 1. Use the Right Metric For the Right Job Adam Holden-Bache Dela Quist Luke Glasner Ryan Hofmann
  • 2. Difference in Metrics Traditional Metrics vs. EEC SAME Project Metrics Traditional: EEC SAME: Delivered Accepted Accepted = Any email not rejected by a server Open Render Render = Total number of times an HTML email is displayed (full open or preview pane)
  • 3. Accepted vs. Delivered • Accepted means the email reached the recipient’s server, not just that it left the sender’s server • Accepted does not include bounces, Delivered does • Accepted does include messages delivered to spam/junk or those that are missing, as those messages were not bounced
  • 4. Render vs. Open • A Render identifies an HTML open with images on. An Open could mean a view of any message such as HTML with images off or even a text message that received a click-through. • Total Confirmed Opens includes renders PLUS counts from clicks on any link in messages such as HTML images off or a text version.
  • 5. When to use SAME Metrics • When accuracy matters • When knowing if you reached the inbox matters • When HTML vs. non-HTML views is important • When comparing campaign metrics to other campaign metrics
  • 6. SAME Metrics Goals • Common set of industry-wide metrics definitions • Establish usable benchmarks for marketers • Allow for consistent metrics reporting across platforms • Provide accuracy for metrics shared between platforms
  • 7. Life Cycle Email Marketing eMarketer, "Keeping Customers Loyal with Targeted Email" February 14,2011 http://www.emarketer.co/Article.aspx?R=1008233&dsNav=Rpp:25,Ro:-1,N:706-405&xsrc=GeographyPanel
  • 8. Life Cycle Email Marketing  A Lifecycle email program starts with the Welcome Message  Post Purchase Programs help to build engagement and increase loyalty, great for selling consumables.  A lifecycle program typically ends with a Win-Back effort before giving up on the customer eMarketer, "Customer Lifecycle Email Campaigns See Better Engagement" June 30,2011 http://www.emarketer.tv/Article.aspx?R=1008471
  • 9. Life Cycle Email Marketing Common goals of a lifecycle program: • Move prospects along the sales cycle to customers • Increase order rates or re-order rates • Increase customer loyalty • Increase value of customer • Increase lifespan of customer Begin by mapping the life cycle of an email customer or the steps in the sales process.
  • 10. Life Cycle Email Marketing Use engagement indicators, such as purchases or site logins, in addition to opens and clicks when determining to remove a subscriber.  Often subscribers that are reading, but do not respond are not captured in open/click metrics. Remove Emotionally Unsubscribed?
  • 11. Calculate Your Subscriber Lifespan Determine segment or overall subscriber average lifespan in 3 steps: 1. For each subscriber, calculate the number of days between join date & date of most recent open/click = lifespan of the subscriber (you can also use weeks or months). 2. Use excel to find the mean (average) and standard deviation for lifespan either overall or by segment. 3. Take your mean 2 standard deviations, this range represents the lifespan of 95% of subscribers. Once you find your range for average lifespan, you’ve discovered two points in time for time based engagement triggers. Tip: If your standard deviation is large (above 7-10 units) then you may wish to use a confidence interval of the mean instead.
  • 12. Metrics to Track in a Lifecycle Program • Re-order rate of email program members vs. average company re-order rate or re-order rate of non-members. • Determine your Email Lifespan: Join Date – Date of most recent action driven by email (click, open, site login, etc.) • Compare performance for subscribers in the lifecycle email program vs. those not in the program. Is the difference Significant? • Use the Analysis ToolPack in Excel to run the tests. http://office.microsoft.com/en-us/excel-help/about- statistical-analysis-tools-HP005203873.aspx. • Aim for a confidence level above 90%.
  • 13. Influence of Email • Last-Click Attribution – Indicator of how well your email campaigns do at Email Subscribers directly converting subscribers Email Openers • Revenue Participation Attribution – Subscribers who opened or clicked through the Email Clickers email, but whose last click came through another channel such as search, display or affiliates Email – How big is your gap between Last Click and Revenue Participation? Last-Click – Does your email program have a better value proposition vs. other channels? • Impression Attribution – Subscribers who do not open or click and come to your site (or store) through other channels – Impression effect of just being in the inbox • Measure and benchmark with each of these attribution methodologies to understand gaps and opportunities
  • 14. Attribution: Knowing Where To Look DMA / fast.MAP Email Tracking Study
  • 16. Attribution: Sales Via Email From Send Time
  • 17. Attribution: Sales Via Email From Last Click
  • 18. Reach & Frequency Client sent one email per month, except in May and August when they sent two
  • 19. Reach & Frequency: Open Rates Don’t Matter
  • 20. Reach & Frequency: Open Rates Don’t Matter 60.00% 50.00% 40.00% Open Reach 30.00% Click Reach Open Rate 20.00% Click Rate 10.00% 0.00% 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 16,000 14,000 12,000 10,000 8,000 Previous Openers New Openers 6,000 4,000 2,000 - 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18
  • 21. Reach & Frequency: Impact On Sales
  • 22. Reach & Frequency: Impact On Sales
  • 23. Reach & Frequency: Impact On Web Traffic
  • 24. Value of a Subscribed Lead/Prospect Do you want answers to the following questions? – Which subscription source is my most/least profitable? – How much am I willing to spend to generate a new lead? – How long does it take for a lead generation efforts to break even? – How valuable are subscribers who sign-up on my website? – How have site changes impacted the volume of onsite signups per day? – How have new business processes increased in-store signups per day? – How does the value of a subscriber change over time? For a lead that subscribes today, how valuable do I expect them to be in 3 months? 1 year? 2 years? 5 years?
  • 25. Methodology Step 1 Step 1 Example SQL Identify all email addresses SELECT emailAddress that were a lead or a ,customerId prospect on the date that ,emailSubscriptionDate they subscribed to your email ,firstOrderDate communications. ,subscriptionSource ,acquisitionCost FROM … WHERE ((emailSubscriptionDate < firstOrderDate) OR firstOrderDate IS NULL) • If you have a defined cost-per-lead for any specific subscription sources, this would be the acquisition cost. • The acquisition cost for onsite, in-store, or other company sources (excluding sweepstakes) should be considered a sunk cost, and calculated as $0.00. • If you don’t know the subscription source for any of your subscribers, you may leave that out of the analysis, but you should start collecting this data ASAP for future use.
  • 26. Methodology Step 2 Step 2 Example SQL Sum the historical SELECT emailAddress revenues, gross profits and ,emailSubscriptionDate acquisition costs and net ,subscriptionSource profit from all email ,SUM(itemQty * price) AS revenue addresses identified in Step ,revenue - SUM(costs) AS grossProfit 1. ,SUM(acquisitionCost) AS acquisitionCost ,grossProfit - AS netProfit FROM step1SampleDataset … GROUP BY 1, 2, 3 • Due to the major variations in how individual businesses calculate revenue, costs, gross profit, and allocate marketing spend, this has been simplified to illustrate the basic calculation.
  • 27. Methodology Step 3 Step 3 Example SQL Sum the revenue and net SELECT emailSubscriptionDate profit by email subscription ,subscriptionSource date by subscription source. ,COUNT(emailAddress) AS countEmails ,SUM(revenue) AS revenue ,SUM(netProfit) AS netProfit FROM step2sampleDataset GROUP BY 1, 2 • The resulting data set from step 3 can then be exported into an Excel pivot table or other BI or statistical application for analysis, trending, etc.
  • 28. How long does it take for a lead generation source to break even? • Leads from Week 32 are now breaking even at Week 52; it takes about 20 weeks for leads from Lead Source A to break even and start generating positive net profit • How does this compare to other sources? • What can we do to get this down to 13 weeks?
  • 29. How valuable are subscribers that signup on my website? Time Since Average Net Email Signup Profit Per Email 90 Days $0.24 180 Days $0.52 1 Year $1.08 2 Years $1.88 5 Years $8.97 • After 1 year, onsite email signups have generated $1.08 in net profit per email address • Now that you know the value, what can you do with it?
  • 30. How have site design changes impacted the volume of onsite email signups? • Week 7: New footer design with more prominent signup form: +73% • Week 16: Signup form added to New Untracked homepage: +19% • Weeks 25-32: Lost NU homepage form placement: -18% • Weeks 44-52: Seasonal traffic increase, no changes
  • 31. Setting & Achieving Subscriber Goals • What is your goal for onsite subscribers? • Set a target: – % increase over your current baseline, or – Benchmark to 3% of monthly site visitors • Make the plan – List of website projects to achieve the target • Measure your progress – Develop automated reporting to track your subscriber growth against your target • Optimize – Better creative, stronger calls-to-action, enhanced site placement, improved program value proposition
  • 32. Thanks For Attending Today Questions, Comments or Feedback? Contact Us. Adam Holden-Bache Dela Quist @AdamHoldenBache @DelaQuist adam.holden-bache@masstransmit.com dela@alchemyworx.com 704-706-2670 x200 678-954-4762 Luke Glasner Ryan Hofmann @Lukes_Tweets @ryanhofmann lglasner@glasner.com rhofmann@responsys.com 201-855-MAIL (6245) Ryan’s Number