lifetime value in new format
TRANSCRIPT
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Database Marketing and Lifetime ValueArthur Middleton HughesVice President / Solutions ArchitectKnowledgeBase Marketing, Inc. DMA Tuesday, October 18, 20052:00 3:00 PMGeorgia World Congress CenterAtlanta, GeorgiaDMA Saturday, October 15, 20052:30 3:40 PMGeorgia World Congress CenterAtlanta, Georgia
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What KnowledgeBase Marketing Does
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MarketingDatabaseData AccessAnd AnalysisSoftwareCustomer Transactions
Marketing Staff -Access By WebInputs from Retail, Phone, WebHow a modern database system worksAppendedDataWebsiteModel
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Marketing Databases and Operational Databases
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Daily updating permits greater customer contact and service
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Possible direction of things to come
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What is a relational database?A method of storing an unlimited amount of data about customers in a way that makes it easy to retrieve it, modify it, add to it, create new fields, etc. A relational database consists of fields, tables, and records. A field is the smallest structure (the atom) of the relational database.: A last name, a date, a dollar amount, a product number. A table is the chief structure in a relational database. It represents a single specific subject which can be either an object or an event. Object: Customers. Event Orders. Records are unique instances of the subject of the table. An example is Bill Jones, one of the records in the Customers table.
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Tables are related through keysTables are related to each other by keys. Each has a unique primary key (PK). A foreign key (FK) is the primary key of another table that it is related to.
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Users access their databases through the web. They can run queries to get reports from their databases
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Compared with newcomers, Long term customers: Buy more per yearBuy higher priced optionsBuy more oftenAre less price sensitiveAre less costly to serveAre more loyalHave a higher lifetime value
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Retention is the way to measure loyalty
Retain01
0.5
0.7
0.8
0.85
0.9
Years as a customer
Percentage Retained from Previous Year
Sheet1
50%
70%
80%
85%
90%
Sheet2
Sheet3
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Retention pays better than acquisition
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Two Kinds of Database PeopleConstructors
People who build databases Merge/Purge, Hardware, SoftwareCreators
People who understand strategy Build loyalty and repeat salesYou need both kinds!
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What doesnt work:Treating all customers alikeThis 28% lost 22% of the banks profits!Bank Customers by Profitability
Fig 13-1
176%
282%
386%
490%
592%
694%
Bank Profitability
5550.7966712675
4440.2482277602
3330.1582554487
2220.0151534356
111-0.2183079119
Households
% Households
Total Profit
% Profits
Bank Profitability2
5%0.7966712675
11%0.2482277602
28%0.1582554487
28%0.0151534356
28%-0.2183079119
Total Profit
% Profits
Fig 13-3
SegmentHouseholds% HouseholdsTotal Profit% Profits
520,1265%$11,180,79179.67%
446,70611%$3,483,72424.82%
3118,27328%$2,221,01815.83%
2119,80428%$212,6691.52%
1118,39428%-$3,063,817-21.83%
Total423,303100%$14,034,385100%
Fig 13-4
579.67%
424.82%
315.83%
21.52%
1-21.83%
Fig 13-6
CHECK &HOMECREDITMUTUALTOTAL
SAVINGSEQUITYCARDFUNDS
Revenue
Net interest$210$248-$280$0$178
Fees$18$18$396$1,500$1,932
Total Revenue$228$266$116$1,500$2,110
Expenses
Amort.Sales Costs$20$120$67$75$282
Acc. Maint.$30$75$40$900$1,045
Transact Cost$193$21$0$30$244
Allocated Overhead$0$0$0$0$0
Total Expenses$243$216$107$1,005$1,571
Loss Provision$0$23$160$0$183
Net Income-$15$27-$151$495$356
Taxes-$6$11-$60$198$143
NI After Taxes-$9$16-$91$297$213
Cost of Capital$1$49$32$68$150
NIACC-$10-$33-$123$229$63
Annual revenue and costs for typical bank customer having these products
Fig 13-9
Cardholders Ranked By Likelihood to Churn
ABCDE
TotalActualPercentCumulative
ScoreBaseAttritionAttritionBase
95.03,3151,61948.843,315
90.015,0143,97426.4718,329
85.026,3784,85818.4244,707
80.039,9237,13917.8884,630
75.032,8745,22615.90117,504
70.033,9266,18218.22151,430
65.053,5366,99213.06204,966
60.071,5949,27412.95276,560
55.034,8702,7097.77311,430
50.018,7339074.84330,163
45.012,8444123.21343,007
40.09,8335135.22352,840
35.07,4002233.02360,240
30.06,4112053.20366,651
25.02,355743.16369,006
20.0464.000.00369,470
15.032.000.00369,502
Totals369,50256,67211.28369,502
Fig 13-10
Year 1Year 2Year 3
Card Members13,4331141810048
Retention Rate85.00%88.00%92.00%
Annual Profitability$241$248$255
Total Revenue$3,237,353$2,831,676$2,562,210
Acquisition Cost $80$1,074,640$0$0
Marketing Costs $8$107,464$91,344$80,383
Total Costs$1,182,104$91,344$80,383
Profit$2,055,249$2,740,332$2,481,827
Discount Rate1.001.201.44
Net Present Value Profit$2,055,249$2,283,610$1,723,491
Cumulative NPV Profit$2,055,249$4,338,859$6,062,350
Lifetime Value$153.00$323.00$451.30
Fig 13-11
Lifetime Value of 276,560 Cardholders Most Likely To Churn
ABCDE
AverageCumulativeTotal
LifetimeNumberCumulativePercentLifetime
ValueMembersMembersMembersValue
$637.2417,72317,7236.41%$11,293,800
$550.0011,33429,05710.51%$5,628,700
$500.0012,83341,89015.15%$6,416,500
$450.0013,43355,32320.00%$6,044,850
$400.0015,53470,85725.62%$6,213,600
$350.0018,55689,41332.33%$6,494,600
$300.0020,356109,76939.69%$6,106,800
$250.0025,543135,31248.93%$6,385,750
$200.0031,456166,76860.30%$6,291,200
$150.0035,993202,76173.32%$5,398,950
$100.0041,789244,55088.43%$4,178,900
$50.0026,578271,12898.04%$1,328,900
$0.005,432276,560100.00%$0
Fig 13-12
Credit Card Retention Budget Calculation Chart
CDEFGHIJK
InducementsMembersDollarsDollarsAttritionEstimatedEstimatedAverageTotal$ Gained
SelectedBudgetedPerReductionAttritionReductionLifetimeLTV GainPer $ Spent
(Max 20,000 / line)(Col C * Col E)MemberPercent(18% of Col C)(Col G * Col F)Value(Col H * Col I)(Col J / Col D)
Increased Credit Line20,000$157,600$7.8814.00%3,600504$531$267,624$1.70
Upgrade to Gold2,000$25,040$12.5221.00%36076$531$40,144$1.60
Cash Advance Checks20,000$70,000$3.506.50%3,600234$531$124,254$1.78
Reduce Interest Rate7,323$204,971$27.9949.00%1,318646$531$342,967$1.67
Reduce Annual Fee2,000$70,000$35.0060.00%360216$531$114,696$1.64
Waive Annual Fee2,000$80,000$40.0069.00%360248$531$131,900$1.65
Provide Air Miles2,000$90,000$45.0072.00%360259$531$137,635$1.53
Total55,323$697,6119,9582,183$531$1,159,220$1.66
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Marketing to Customer Segments
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Examples of Profitable StrategiesNewslettersSurveys and ResponsesLoyalty ProgramsCustomer and Technical ServicesFriendly, interesting interactive web siteEvent Driven Communications
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What proves that relationship building works?Manufacturer of building productsCatalog sent to 45,000 contractorsPrevious policy: wait for the ordersTest: pick 1,200 customers, split into test of 600 and control of 600Two person pilot program build relationship with test customers to see the results
Credit: Hunter Business Direct
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What did they offer?Follow up on bids and quotesSchedule product trainingAsk about customer needsNew Product informationThey did not offer discounts
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Change in the number of orders
Orders
0.82
1.12
Control vs Test Groups
Change in number of orders
Sheet1
82%
112%
Sheet2
Sheet3
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Change in the Average Order Size
OrderSize
0.86
1.14
Control vs Test Group
Change in average order size
Sheet1
86%
114%
Sheet2
Sheet3
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Total revenue gain: $2.6 million dollars
Revenue
0.7
1.27
Control vs Test Group
Change in total revenue
Sheet1
70%
127%
Sheet2
Sheet3
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This stuff works!Building a relationship with customers can be highly profitableUsing a database to recreate the old family grocer is a winning strategyBusiness to business relationship marketing is the way to go
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Lifetime Value
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How Lifetime Value is used to direct retention strategyWe need to know the value of our customers, so as to properly target our sales and retention effortsWe need to discriminate among our customers to acquire and retain the best
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What is lifetime value?Net present value of the profit to be realized on the average new customer during a given number of years.To compute it, you must be able to track customers from year to year.Main use: To evaluate strategy.
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Lets look at a retail operation
Before and after a loyalty programLets begin with a retention building communication
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Examples of Profitable StrategiesNewslettersSurveys and ResponsesLoyalty ProgramsCustomer ServicesMembership cards and status levelsEvent Driven Communications
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Event driven communication:Dear Mr. Hughes:
I would like to remind you that your wife Helenas birthday is coming up in two weeks on November 5th. We have the perfect gift for her in stock.
As you know, she loves Liz Claiborne clothing. We have an absolutely beautiful new suit in blue, her favorite color, in a fourteen, her size, priced at $232.00.
If you like, I can gift wrap the suit at no extra charge and deliver it to you next week, so that you will have it in plenty of time for her birthday. Or, I can put it aside so you can come in to pick it up. Please call me at (703) 754-4470 to let me know which youd prefer.
Sincerely yours, Robin Baumgartner Robin Baumgartner, Store ManagerRidgeway Fashions Leesburg, VA 22069
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LTV Before New Strategies
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Discount Rate Basic FormulaMarket Rate of Interest...5%Assume Risk (Double rate)...10%Years = n Interest = iFormula: D = (1 + i)nCalculation of rate after 2 years: D = (1 + .10)2 = (1.10)2 = 1.21
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LTV Before New Strategies
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New Retention StrategiesBirthday ClubCommunicate with themGive them premiums if they shop a lotLets see what could happen
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LTV With New Strategies
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Effect of adoption of new strategiesThis is the effect of a few strategies. Later we will see the cumulative effect of many strategies
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How to use lifetime valueCompute a base lifetime valueDream up a new retention building strategy. Estimate the benefits and costsDetermine whether your new lifetime value goes up or goes downDont undertake any new strategy until you can prove it will be successful
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Who is going to defect?Besides LTV, you can develop a model that predicts which customers are most likely to leave.Putting that model with LTV you can refocus your entire retention strategyYou create a Risk Revenue Matrix
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Focus retention programs on A and B: 44% of your customers.
Sheet1
Probability of Leaving Soon
LTVHighMediumLow
HighPriority APriority BPriority C
MediumPriority BPriority BPriority C
LowPriority CPriority CPriority C
Sheet2
Sheet3
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Using Risk Revenue MatrixTelecom company sent special messages to priorities A and B.Ignored customers in priority CResult: Boost in retention and profits
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Using lifetime value to get budget approvalDatabase marketing budgets are usually carved from somewhere elseYou have to prove that you will make better use of the funds than the othersLifetime value can supply testable numbers that CFOs can understandBase your budget on solid numbers backed up by valid tests
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What your new budget will buy
11.01
NumberResponseSalesAverage
OffersRateResponsesConversionSalesSaleSales
Currently100,000,0002.00%2,000,00030%600,000$260$156,000,000
Warehouse100,000,0002.10%2,100,00030%630,000$260$163,800,000
Increase100,00030,000$7,800,000
11.02
IncreasedProfitIncreased
SalesRateProfits
Annual Warehouse Benefits$7,800,00030%$2,340,000
Annual Warehouse Costs$3,500,000
Loss from warehouse$1,160,000
11.03
80%
IncreasedProfitIncreased
SalesRateProfits
Data Mart Benefits$6,240,00030%$1,872,000
Data Mart Costs$800,000
Gain from Data Mart$1,072,000
11.04
StepsCost
Warehouse Build$6,000,000
Over Three Years$2,000,000
Annual Maintenance$500,000
Customer Communications$1,000,000
Total$3,500,000
11.05
LifetimeLikelihood of Defection
ValueHighMediumLow
HighPriority APriority BPriority C
MediumPriority BPriority BPriority C
LowPriority CPriority CPriority C
11.06
LeadsConv.One TimeConv.Two TimeAnnualTotal
RateBuyersRateBuyersRevenueRevenue
Present500,00030%150,00050%75,000$200$15,000,000
With Customer Management500,00036%180,00060%108,000$240$25,920,000
Cost of Customer Management$4,000,000
Net Increased Return$6,920,000
11.07, 08, 09
Year 1Year 2Year 3
Retention Rate40%45%50%
Customers200,00080,00036,000
Visits Per Year1.41.61.8
Spending Per Visit$50$60$70
Revenue$14,000,000$7,680,000$4,536,000
Cost Percentage50%49%48%
Costs$7,000,000$3,763,200$2,177,280
Acquisition Cost $32$6,400,000
Total Costs$13,400,000$3,763,200$2,177,280
Profit$600,000$3,916,800$2,358,720
Discount Rate11.121.32
NPV Profit$600,000$3,497,143$1,786,909
Cum NPV Profie$600,000$4,097,143$5,884,052
Lifetime Value$3.00$20.49$29.42
Fig 11.07
Year 1Year 2Year 3
Retention Rate50%60%65%
Customers200,000100,00060,000
Visits Per Year1.622.4
Spending Per Visit$55$70$80
Revenue$17,600,000$14,000,000$11,520,000
Cost Percentage50%49%48%
Costs$8,800,000$6,860,000$5,529,600
Acquisition Cost $32$6,400,000
Database Costs$500,000$250,000$150,000
Loyalty Program$5.00$8.00$10.00
Loyalty Costs$1,600,000$1,600,000$1,440,000
Total Costs$17,300,000$8,710,000$7,119,600
Profit$300,000$5,290,000$4,400,400
Discount Rate11.121.32
NPV Profit$300,000$4,723,214$3,333,636
Cum NPV Profie$300,000$5,023,214$8,356,851
Lifetime Value$1.50$25.12$41.78
Fig 11.08
Year 1Year 2Year 3
Old LTV$3.00$20.49$29.42
New LTV$1.50$25.12$41.78
Change-$1.50$4.63$12.36
With 200,000 members-$300,000$926,071$2,472,799
Fig 11.09
10.11
ConversationsMessagesResponses
TotalActiveSentOpenedQuestions
Zap Registrant Surveys55167921553
Zap Registrant Non Buyers3002072095010
Buyers Invited to Training43017012300
CSR Survey2195142772368149
Corporate Billing Contract Usage1371414700
10.12
Likelihood of Playing in these events
SaturdayWednesdayTuesdayThursday
Gold LottoGold LottoOz LottoPowerball
Jane Smith95.00%2.00%2.00%1.00%
John Brown23.00%25.00%27.00%25.00%
Pat Johnson65.00%31.00%3.00%1.00%
10.13
Second Year Performance
ConversionOrders PerProfit Per
PercentCustomerCustomer
Team78.60%4.1$282.24
Non Team46.60%1.14$30.15
GC84.50%3.86$212.72
Non GC39.10%0.73$12.13
10.14
10.15
4.100
1.143
-
0.500
1.000
1.500
2.000
2.500
3.000
3.500
4.000
4.500
Team
Non Team
Team vs Non Team
Orders per customer
In the Second Year
3.857
0.727
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0.500
1.000
1.500
2.000
2.500
3.000
3.500
4.000
Goal ClubNon Club
Goal Club vs
Non Club
Orders Per
MBD004223EC.xls
Basic Data
Eurosport buyers January 1999 - June 2001
Life Time Value Study
MultiConv.OrdersSalesGrossGMPromoCost PerPromoPromosTotalContrib.% 2 YrAd
CustomersBuyersPercentOrdersPer. Cust.DollarsPer Cust$AOSMarginPercentCostMailingCountPer CustContrib.Per Cust.ContribRatio
First 3 month Performance
Team30,09312,34341.0%22,2740.740$3,852,825$128.03$172.97$1,584,87941.0%$40,520$0.4983,0472.76$1,544,357$51.3218.2%0.014
Non Team180,45838,34621.0%51,3800.285$3,505,384$19.42$68.22$1,657,12047.0%$225,718$0.47476,9532.64$1,431,404$7.9326.3%0.083
GC50,13222,12744.0%37,6250.751$4,973,628$99.21$132.19$2,110,58542.0%$69,454$0.47146,5172.90$2,041,135$40.7219.1%0.018
Non GC160,41928,56218.0%36,0290.225$2,384,582$14.86$66.19$1,131,41547.0%$196,788$0.47416,4902.60$934,629$5.8348.1%0.106
Avg Cust210,55150,68924.0%73,6540.350$7,358,208$34.95$99.90$3,242,00444.0%$266,240$0.47563,0072.70$2,975,765$14.1321.8%0.046
First 6 month Performance
Team26,48713,56351.2%29,7081.122$4,938,634$186.46$166.24$2,049,66941.5%$71,696$0.47153,8405.81$1,977,972$74.6826.5%0.019
Non Team159,38443,04727.0%64,4750.405$4,550,331$28.55$70.58$2,144,03247.1%$398,174$0.47845,6365.31$1,745,860$10.9536.3%0.112
GC45,21925,35756.1%51,9421.149$6,788,515$150.13$130.69$2,898,16442.7%$125,751$0.47267,3615.91$2,772,416$61.3128.8%0.024
Non GC140,65231,25322.2%42,2410.300$2,700,455$19.20$63.93$1,295,54048.0%$344,119$0.47732,1155.21$951,420$6.7655.8%0.163
Avg Cust185,87156,61030.5%94,1830.507$9,488,969$51.05$100.75$4,193,70244.2%$469,871$0.47999,4765.38$3,723,833$20.0330.9%0.063
First Year Performance
Team19,49613,26368.0%42,6262.186$7,303,357$374.61$171.34$3,030,34841.5%$124,705$0.46274,03014.06$2,905,643$149.0452.8%0.022
Non Team118,83245,05037.9%84,4050.710$6,400,160$53.86$75.83$2,980,69246.6%$709,566$0.461,538,11412.94$2,271,128$19.1163.4%0.142
GC35,33026,14274.0%76,9982.179$10,418,291$294.89$135.31$4,425,29442.5%$229,540$0.46501,68514.20$4,195,757$118.7655.8%0.028
Non GC102,99832,17131.2%50,0330.486$3,285,226$31.90$65.66$1,585,74648.3%$604,732$0.461,310,45912.72$981,014$9.5278.5%0.236
Avg Cust138,32858,31342.2%127,0310.918$13,703,520$99.07$107.88$6,011,04243.9%$834,271$0.461,812,14413.10$5,176,772$37.4257.7%0.078
Second Year Performance
Team8,1956,43878.6%33,5984.100$5,883,979$718.00$175.13$2,420,04841.1%$107,120$0.46233,79328.53$2,312,926$282.24100.0%0.023
Non Team51,24223,90046.6%58,5671.143$4,644,979$90.65$79.31$2,150,69846.3%$605,678$0.471,299,44525.36$1,545,021$30.15100.0%0.167
GC15,64013,21784.5%60,3283.857$8,374,103$535.43$138.81$3,536,30642.2%$209,430$0.46455,76329.14$3,326,876$212.72100.0%0.032
Non GC43,79717,12139.1%31,8370.727$2,154,855$49.20$67.68$1,034,44148.0%$503,371$0.471,077,47524.60$531,070$12.13100.0%0.299
Avg Cust59,43730,33851.0%92,1651.551$10,528,958$177.14$114.24$4,570,74543.4%$712,797$0.461,533,23825.80$3,857,945$64.91100.0%0.087
Orders Per Customer
4.0998169616
1.1429491433
Team vs Non TeamOrders per customerIn the Second Year
Gold Club
3.8572890026
0.7269219353
Gold Club vs Non Club Orders Per Customer in the Second Year
Two year
Team8,1956,43878.6%33,5984.100$5,883,979$718.00$175.13$2,420,04841.1%$107,120$0.46233,79328.53$2,312,926$282.24100.0%0.023
Non Team51,24223,90046.6%58,5671.143$4,644,979$90.65$79.31$2,150,69846.3%$605,678$0.471,299,44525.36$1,545,021$30.15100.0%0.167
GC15,64013,21784.5%60,3283.857$8,374,103$535.43$138.81$3,536,30642.2%$209,430$0.46455,76329.14$3,326,876$212.72100.0%0.032
Non GC43,79717,12139.1%31,8370.727$2,154,855$49.20$67.68$1,034,44148.0%$503,371$0.471,077,47524.60$531,070$12.13100.0%0.299
Avg Cust59,43730,33851.0%92,1651.551$10,528,958$177.14$114.24$4,570,74543.4%$712,797$0.461,533,23825.80$3,857,945$64.91100.0%0.087
Orders
Per Cust
Team4.100
Non Team1.143
- 0
Gold Club3.857
Non Club0.727
Sheet3
MBD00421B31.xls
Basic Data
Eurosport buyers January 1999 - June 2001
Life Time Value Study
MultiConv.OrdersSalesGrossGMPromoCost PerPromoPromosTotalContrib.% 2 YrAd
CustomersBuyersPercentOrdersPer. Cust.DollarsPer Cust$AOSMarginPercentCostMailingCountPer CustContrib.Per Cust.ContribRatio
First 3 month Performance
Team30,09312,34341.0%22,2740.740$3,852,825$128.03$172.97$1,584,87941.0%$40,520$0.4983,0472.76$1,544,357$51.3218.2%0.014
Non Team180,45838,34621.0%51,3800.285$3,505,384$19.42$68.22$1,657,12047.0%$225,718$0.47476,9532.64$1,431,404$7.9326.3%0.083
GC50,13222,12744.0%37,6250.751$4,973,628$99.21$132.19$2,110,58542.0%$69,454$0.47146,5172.90$2,041,135$40.7219.1%0.018
Non GC160,41928,56218.0%36,0290.225$2,384,582$14.86$66.19$1,131,41547.0%$196,788$0.47416,4902.60$934,629$5.8348.1%0.106
Avg Cust210,55150,68924.0%73,6540.350$7,358,208$34.95$99.90$3,242,00444.0%$266,240$0.47563,0072.70$2,975,765$14.1321.8%0.046
First 6 month Performance
Team26,48713,56351.2%29,7081.122$4,938,634$186.46$166.24$2,049,66941.5%$71,696$0.47153,8405.81$1,977,972$74.6826.5%0.019
Non Team159,38443,04727.0%64,4750.405$4,550,331$28.55$70.58$2,144,03247.1%$398,174$0.47845,6365.31$1,745,860$10.9536.3%0.112
GC45,21925,35756.1%51,9421.149$6,788,515$150.13$130.69$2,898,16442.7%$125,751$0.47267,3615.91$2,772,416$61.3128.8%0.024
Non GC140,65231,25322.2%42,2410.300$2,700,455$19.20$63.93$1,295,54048.0%$344,119$0.47732,1155.21$951,420$6.7655.8%0.163
Avg Cust185,87156,61030.5%94,1830.507$9,488,969$51.05$100.75$4,193,70244.2%$469,871$0.47999,4765.38$3,723,833$20.0330.9%0.063
First Year Performance
Team19,49613,26368.0%42,6262.186$7,303,357$374.61$171.34$3,030,34841.5%$124,705$0.46274,03014.06$2,905,643$149.0452.8%0.022
Non Team118,83245,05037.9%84,4050.710$6,400,160$53.86$75.83$2,980,69246.6%$709,566$0.461,538,11412.94$2,271,128$19.1163.4%0.142
GC35,33026,14274.0%76,9982.179$10,418,291$294.89$135.31$4,425,29442.5%$229,540$0.46501,68514.20$4,195,757$118.7655.8%0.028
Non GC102,99832,17131.2%50,0330.486$3,285,226$31.90$65.66$1,585,74648.3%$604,732$0.461,310,45912.72$981,014$9.5278.5%0.236
Avg Cust138,32858,31342.2%127,0310.918$13,703,520$99.07$107.88$6,011,04243.9%$834,271$0.461,812,14413.10$5,176,772$37.4257.7%0.078
Second Year Performance
Team8,1956,43878.6%33,5984.100$5,883,979$718.00$175.13$2,420,04841.1%$107,120$0.46233,79328.53$2,312,926$282.24100.0%0.023
Non Team51,24223,90046.6%58,5671.143$4,644,979$90.65$79.31$2,150,69846.3%$605,678$0.471,299,44525.36$1,545,021$30.15100.0%0.167
GC15,64013,21784.5%60,3283.857$8,374,103$535.43$138.81$3,536,30642.2%$209,430$0.46455,76329.14$3,326,876$212.72100.0%0.032
Non GC43,79717,12139.1%31,8370.727$2,154,855$49.20$67.68$1,034,44148.0%$503,371$0.471,077,47524.60$531,070$12.13100.0%0.299
Avg Cust59,43730,33851.0%92,1651.551$10,528,958$177.14$114.24$4,570,74543.4%$712,797$0.461,533,23825.80$3,857,945$64.91100.0%0.087
Orders Per Customer
4.0998169616
1.1429491433
Team vs Non TeamOrders per customerIn the Second Year
Goal Club
3.8572890026
0.7269219353
Goal Club vs Non Club Orders Per Customer in the Second Year
Two year
Team8,1956,43878.6%33,5984.100$5,883,979$718.00$175.13$2,420,04841.1%$107,120$0.46233,79328.53$2,312,926$282.24100.0%0.023
Non Team51,24223,90046.6%58,5671.143$4,644,979$90.65$79.31$2,150,69846.3%$605,678$0.471,299,44525.36$1,545,021$30.15100.0%0.167
GC15,64013,21784.5%60,3283.857$8,374,103$535.43$138.81$3,536,30642.2%$209,430$0.46455,76329.14$3,326,876$212.72100.0%0.032
Non GC43,79717,12139.1%31,8370.727$2,154,855$49.20$67.68$1,034,44148.0%$503,371$0.471,077,47524.60$531,070$12.13100.0%0.299
Avg Cust59,43730,33851.0%92,1651.551$10,528,958$177.14$114.24$4,570,74543.4%$712,797$0.461,533,23825.80$3,857,945$64.91100.0%0.087
Orders
Per Cust
Team4.100
Non Team1.143
- 0
Goal Club3.857
Non Club0.727
Sheet3
-
How you got there
11.01
NumberResponseSalesAverage
OffersRateResponsesConversionSalesSaleSales
Currently100,000,0002.00%2,000,00030%600,000$260$156,000,000
Warehouse100,000,0002.10%2,100,00030%630,000$260$163,800,000
Increase100,00030,000$7,800,000
11.02
IncreasedProfitIncreased
SalesRateProfits
Annual Warehouse Benefits$7,800,00030%$2,340,000
Annual Warehouse Costs$3,500,000
Loss from warehouse$1,160,000
11.03
80%
IncreasedProfitIncreased
SalesRateProfits
Data Mart Benefits$6,240,00030%$1,872,000
Data Mart Costs$800,000
Gain from Data Mart$1,072,000
11.04
StepsCost
Warehouse Build$6,000,000
Over Three Years$2,000,000
Annual Maintenance$500,000
Customer Communications$1,000,000
Total$3,500,000
11.05
LifetimeLikelihood of Defection
ValueHighMediumLow
HighPriority APriority BPriority C
MediumPriority BPriority BPriority C
LowPriority CPriority CPriority C
11.06
LeadsConv.One TimeConv.Two TimeAnnualTotal
RateBuyersRateBuyersRevenueRevenue
Present500,00030%150,00050%75,000$200$15,000,000
With Customer Management500,00036%180,00060%108,000$240$25,920,000
Cost of Customer Management$4,000,000
Net Increased Return$6,920,000
11.07, 08, 09
Year 1Year 2Year 3
Retention Rate40%45%50%
Customers200,00080,00036,000
Visits Per Year1.41.61.8
Spending Per Visit$50$60$70
Revenue$14,000,000$7,680,000$4,536,000
Cost Percentage50%49%48%
Costs$7,000,000$3,763,200$2,177,280
Acquisition Cost $32$6,400,000
Total Costs$13,400,000$3,763,200$2,177,280
Profit$600,000$3,916,800$2,358,720
Discount Rate11.121.32
NPV Profit$600,000$3,497,143$1,786,909
Cum NPV Profie$600,000$4,097,143$5,884,052
Lifetime Value$3.00$20.49$29.42
Fig 11.07
Year 1Year 2Year 3
Retention Rate50%60%65%
Customers200,000100,00060,000
Visits Per Year1.622.4
Spending Per Visit$55$70$80
Revenue$17,600,000$14,000,000$11,520,000
Cost Percentage50%49%48%
Costs$8,800,000$6,860,000$5,529,600
Acquisition Cost $32$6,400,000
Database Costs$500,000$250,000$150,000
Loyalty Program$5.00$8.00$10.00
Loyalty Costs$1,600,000$1,600,000$1,440,000
Total Costs$17,300,000$8,710,000$7,119,600
Profit$300,000$5,290,000$4,400,400
Discount Rate11.121.32
NPV Profit$300,000$4,723,214$3,333,636
Cum NPV Profie$300,000$5,023,214$8,356,851
Lifetime Value$1.50$25.12$41.78
Fig 11.08
Year 1Year 2Year 3
Old LTV$3.00$20.49$29.42
New LTV$1.50$25.12$41.78
Change-$1.50$4.63$12.36
With 200,000 members-$300,000$926,071$2,472,799
Fig 11.09
10.11
ConversationsMessagesResponses
TotalActiveSentOpenedQuestions
Zap Registrant Surveys55167921553
Zap Registrant Non Buyers3002072095010
Buyers Invited to Training43017012300
CSR Survey2195142772368149
Corporate Billing Contract Usage1371414700
10.12
Likelihood of Playing in these events
SaturdayWednesdayTuesdayThursday
Gold LottoGold LottoOz LottoPowerball
Jane Smith95.00%2.00%2.00%1.00%
John Brown23.00%25.00%27.00%25.00%
Pat Johnson65.00%31.00%3.00%1.00%
10.13
Second Year Performance
ConversionOrders PerProfit Per
PercentCustomerCustomer
Team78.60%4.1$282.24
Non Team46.60%1.14$30.15
GC84.50%3.86$212.72
Non GC39.10%0.73$12.13
10.14
10.15
4.100
1.143
-
0.500
1.000
1.500
2.000
2.500
3.000
3.500
4.000
4.500
Team
Non Team
Team vs Non Team
Orders per customer
In the Second Year
3.857
0.727
-
0.500
1.000
1.500
2.000
2.500
3.000
3.500
4.000
Goal ClubNon Club
Goal Club vs
Non Club
Orders Per
MBD004223EC.xls
Basic Data
Eurosport buyers January 1999 - June 2001
Life Time Value Study
MultiConv.OrdersSalesGrossGMPromoCost PerPromoPromosTotalContrib.% 2 YrAd
CustomersBuyersPercentOrdersPer. Cust.DollarsPer Cust$AOSMarginPercentCostMailingCountPer CustContrib.Per Cust.ContribRatio
First 3 month Performance
Team30,09312,34341.0%22,2740.740$3,852,825$128.03$172.97$1,584,87941.0%$40,520$0.4983,0472.76$1,544,357$51.3218.2%0.014
Non Team180,45838,34621.0%51,3800.285$3,505,384$19.42$68.22$1,657,12047.0%$225,718$0.47476,9532.64$1,431,404$7.9326.3%0.083
GC50,13222,12744.0%37,6250.751$4,973,628$99.21$132.19$2,110,58542.0%$69,454$0.47146,5172.90$2,041,135$40.7219.1%0.018
Non GC160,41928,56218.0%36,0290.225$2,384,582$14.86$66.19$1,131,41547.0%$196,788$0.47416,4902.60$934,629$5.8348.1%0.106
Avg Cust210,55150,68924.0%73,6540.350$7,358,208$34.95$99.90$3,242,00444.0%$266,240$0.47563,0072.70$2,975,765$14.1321.8%0.046
First 6 month Performance
Team26,48713,56351.2%29,7081.122$4,938,634$186.46$166.24$2,049,66941.5%$71,696$0.47153,8405.81$1,977,972$74.6826.5%0.019
Non Team159,38443,04727.0%64,4750.405$4,550,331$28.55$70.58$2,144,03247.1%$398,174$0.47845,6365.31$1,745,860$10.9536.3%0.112
GC45,21925,35756.1%51,9421.149$6,788,515$150.13$130.69$2,898,16442.7%$125,751$0.47267,3615.91$2,772,416$61.3128.8%0.024
Non GC140,65231,25322.2%42,2410.300$2,700,455$19.20$63.93$1,295,54048.0%$344,119$0.47732,1155.21$951,420$6.7655.8%0.163
Avg Cust185,87156,61030.5%94,1830.507$9,488,969$51.05$100.75$4,193,70244.2%$469,871$0.47999,4765.38$3,723,833$20.0330.9%0.063
First Year Performance
Team19,49613,26368.0%42,6262.186$7,303,357$374.61$171.34$3,030,34841.5%$124,705$0.46274,03014.06$2,905,643$149.0452.8%0.022
Non Team118,83245,05037.9%84,4050.710$6,400,160$53.86$75.83$2,980,69246.6%$709,566$0.461,538,11412.94$2,271,128$19.1163.4%0.142
GC35,33026,14274.0%76,9982.179$10,418,291$294.89$135.31$4,425,29442.5%$229,540$0.46501,68514.20$4,195,757$118.7655.8%0.028
Non GC102,99832,17131.2%50,0330.486$3,285,226$31.90$65.66$1,585,74648.3%$604,732$0.461,310,45912.72$981,014$9.5278.5%0.236
Avg Cust138,32858,31342.2%127,0310.918$13,703,520$99.07$107.88$6,011,04243.9%$834,271$0.461,812,14413.10$5,176,772$37.4257.7%0.078
Second Year Performance
Team8,1956,43878.6%33,5984.100$5,883,979$718.00$175.13$2,420,04841.1%$107,120$0.46233,79328.53$2,312,926$282.24100.0%0.023
Non Team51,24223,90046.6%58,5671.143$4,644,979$90.65$79.31$2,150,69846.3%$605,678$0.471,299,44525.36$1,545,021$30.15100.0%0.167
GC15,64013,21784.5%60,3283.857$8,374,103$535.43$138.81$3,536,30642.2%$209,430$0.46455,76329.14$3,326,876$212.72100.0%0.032
Non GC43,79717,12139.1%31,8370.727$2,154,855$49.20$67.68$1,034,44148.0%$503,371$0.471,077,47524.60$531,070$12.13100.0%0.299
Avg Cust59,43730,33851.0%92,1651.551$10,528,958$177.14$114.24$4,570,74543.4%$712,797$0.461,533,23825.80$3,857,945$64.91100.0%0.087
Orders Per Customer
4.0998169616
1.1429491433
Team vs Non TeamOrders per customerIn the Second Year
Gold Club
3.8572890026
0.7269219353
Gold Club vs Non Club Orders Per Customer in the Second Year
Two year
Team8,1956,43878.6%33,5984.100$5,883,979$718.00$175.13$2,420,04841.1%$107,120$0.46233,79328.53$2,312,926$282.24100.0%0.023
Non Team51,24223,90046.6%58,5671.143$4,644,979$90.65$79.31$2,150,69846.3%$605,678$0.471,299,44525.36$1,545,021$30.15100.0%0.167
GC15,64013,21784.5%60,3283.857$8,374,103$535.43$138.81$3,536,30642.2%$209,430$0.46455,76329.14$3,326,876$212.72100.0%0.032
Non GC43,79717,12139.1%31,8370.727$2,154,855$49.20$67.68$1,034,44148.0%$503,371$0.471,077,47524.60$531,070$12.13100.0%0.299
Avg Cust59,43730,33851.0%92,1651.551$10,528,958$177.14$114.24$4,570,74543.4%$712,797$0.461,533,23825.80$3,857,945$64.91100.0%0.087
Orders
Per Cust
Team4.100
Non Team1.143
- 0
Gold Club3.857
Non Club0.727
Sheet3
MBD00421B31.xls
Basic Data
Eurosport buyers January 1999 - June 2001
Life Time Value Study
MultiConv.OrdersSalesGrossGMPromoCost PerPromoPromosTotalContrib.% 2 YrAd
CustomersBuyersPercentOrdersPer. Cust.DollarsPer Cust$AOSMarginPercentCostMailingCountPer CustContrib.Per Cust.ContribRatio
First 3 month Performance
Team30,09312,34341.0%22,2740.740$3,852,825$128.03$172.97$1,584,87941.0%$40,520$0.4983,0472.76$1,544,357$51.3218.2%0.014
Non Team180,45838,34621.0%51,3800.285$3,505,384$19.42$68.22$1,657,12047.0%$225,718$0.47476,9532.64$1,431,404$7.9326.3%0.083
GC50,13222,12744.0%37,6250.751$4,973,628$99.21$132.19$2,110,58542.0%$69,454$0.47146,5172.90$2,041,135$40.7219.1%0.018
Non GC160,41928,56218.0%36,0290.225$2,384,582$14.86$66.19$1,131,41547.0%$196,788$0.47416,4902.60$934,629$5.8348.1%0.106
Avg Cust210,55150,68924.0%73,6540.350$7,358,208$34.95$99.90$3,242,00444.0%$266,240$0.47563,0072.70$2,975,765$14.1321.8%0.046
First 6 month Performance
Team26,48713,56351.2%29,7081.122$4,938,634$186.46$166.24$2,049,66941.5%$71,696$0.47153,8405.81$1,977,972$74.6826.5%0.019
Non Team159,38443,04727.0%64,4750.405$4,550,331$28.55$70.58$2,144,03247.1%$398,174$0.47845,6365.31$1,745,860$10.9536.3%0.112
GC45,21925,35756.1%51,9421.149$6,788,515$150.13$130.69$2,898,16442.7%$125,751$0.47267,3615.91$2,772,416$61.3128.8%0.024
Non GC140,65231,25322.2%42,2410.300$2,700,455$19.20$63.93$1,295,54048.0%$344,119$0.47732,1155.21$951,420$6.7655.8%0.163
Avg Cust185,87156,61030.5%94,1830.507$9,488,969$51.05$100.75$4,193,70244.2%$469,871$0.47999,4765.38$3,723,833$20.0330.9%0.063
First Year Performance
Team19,49613,26368.0%42,6262.186$7,303,357$374.61$171.34$3,030,34841.5%$124,705$0.46274,03014.06$2,905,643$149.0452.8%0.022
Non Team118,83245,05037.9%84,4050.710$6,400,160$53.86$75.83$2,980,69246.6%$709,566$0.461,538,11412.94$2,271,128$19.1163.4%0.142
GC35,33026,14274.0%76,9982.179$10,418,291$294.89$135.31$4,425,29442.5%$229,540$0.46501,68514.20$4,195,757$118.7655.8%0.028
Non GC102,99832,17131.2%50,0330.486$3,285,226$31.90$65.66$1,585,74648.3%$604,732$0.461,310,45912.72$981,014$9.5278.5%0.236
Avg Cust138,32858,31342.2%127,0310.918$13,703,520$99.07$107.88$6,011,04243.9%$834,271$0.461,812,14413.10$5,176,772$37.4257.7%0.078
Second Year Performance
Team8,1956,43878.6%33,5984.100$5,883,979$718.00$175.13$2,420,04841.1%$107,120$0.46233,79328.53$2,312,926$282.24100.0%0.023
Non Team51,24223,90046.6%58,5671.143$4,644,979$90.65$79.31$2,150,69846.3%$605,678$0.471,299,44525.36$1,545,021$30.15100.0%0.167
GC15,64013,21784.5%60,3283.857$8,374,103$535.43$138.81$3,536,30642.2%$209,430$0.46455,76329.14$3,326,876$212.72100.0%0.032
Non GC43,79717,12139.1%31,8370.727$2,154,855$49.20$67.68$1,034,44148.0%$503,371$0.471,077,47524.60$531,070$12.13100.0%0.299
Avg Cust59,43730,33851.0%92,1651.551$10,528,958$177.14$114.24$4,570,74543.4%$712,797$0.461,533,23825.80$3,857,945$64.91100.0%0.087
Orders Per Customer
4.0998169616
1.1429491433
Team vs Non TeamOrders per customerIn the Second Year
Goal Club
3.8572890026
0.7269219353
Goal Club vs Non Club Orders Per Customer in the Second Year
Two year
Team8,1956,43878.6%33,5984.100$5,883,979$718.00$175.13$2,420,04841.1%$107,120$0.46233,79328.53$2,312,926$282.24100.0%0.023
Non Team51,24223,90046.6%58,5671.143$4,644,979$90.65$79.31$2,150,69846.3%$605,678$0.471,299,44525.36$1,545,021$30.15100.0%0.167
GC15,64013,21784.5%60,3283.857$8,374,103$535.43$138.81$3,536,30642.2%$209,430$0.46455,76329.14$3,326,876$212.72100.0%0.032
Non GC43,79717,12139.1%31,8370.727$2,154,855$49.20$67.68$1,034,44148.0%$503,371$0.471,077,47524.60$531,070$12.13100.0%0.299
Avg Cust59,43730,33851.0%92,1651.551$10,528,958$177.14$114.24$4,570,74543.4%$712,797$0.461,533,23825.80$3,857,945$64.91100.0%0.087
Orders
Per Cust
Team4.100
Non Team1.143
- 0
Goal Club3.857
Non Club0.727
Sheet3
-
Using lifetime value to get budget approvalDatabase marketing budgets are usually carved from somewhere elseYou have to prove that you will make better use of the funds than the othersLifetime value can supply testable numbers that CFOs can understandBase your budget on solid numbers backed up by valid tests
-
Conclusion: you can do thisCreate a lifetime value table for your customers.Put LTV into each customer recordUse LTV to determine your marketing strategyUse it to get your budget approved
-
Books by Arthur HughesFrom McGraw Hill. Order at www.dbmarketing.com Contact Arthur: [email protected]
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330%
10%
20%
30%
40%
50%
60%
70%
80%
90%
Percentage
Retained
from
Previous
Year
12345
Years as a customer
79.67%
24.82%
15.83%
1.52%
-21.83%
-40.00%
-20.00%
0.00%
20.00%
40.00%
60.00%
80.00%
5%
11%
28%
28%
28%
Probability of Leaving Soon
LTV
High
Medium
Low
High
Priority A
Priority B
Priority C
Medium
Priority B
Priority B
Priority C
Low
Priority C
Priority C
Priority C
Where are Weldon's Prime Acquisition Targets?
WeldonUSPenetrationLifetimeTargetRank
CustomersUniverseRatioValuePotential
Metal Production254 2,433 10.44%$145,067$15,144.68
3
Light Manufacturing15,442 162,009 9.53%$5,914$563.70
4
Heavy Manufacturing44 1,288 3.42%$988,145$33,756.51
2
High Technology612 1,453 42.12%$127,675$53,776.39
1
Total29,198 167,183 17.46%
Weldon Instruments Corporation Customer Segments
AverageTotalSalesLifetimeLTV
CustomersSaleSalesRankingValueRanking
Metal Production254$339,736$86,293,0004$145,067.372
Light Manufacturing15442$13,851$213,892,0001$5,914.514
Heavy Manufacturing44$2,314,159$101,823,0003$988,145.931
High Technology612$299,007$182,992,0002$127,675.793
Total29,198 $20,036$585,000,000$8,555.74
Year 1Year 2Year 3
Old LTV$3.00$20.49$29.42
New LTV$1.50$25.12$41.78
Change-$1.50$4.63$12.36
With 200,000 members-$300,000$926,071$2,472,799
Year 1Year 2Year 3
Retention Rate50%60%65%
Customers200,000 100,000 60,000
Visits Per Year1.622.4
Spending Per Visit$55$70$80
Revenue$17,600,000$14,000,000$11,520,000
Cost Percentage50%49%48%
Costs$8,800,000$6,860,000$5,529,600
Acquisition Cost $32$6,400,000
Database Costs$500,000$250,000$150,000
Loyalty Program$5.00$8.00$10.00
Loyalty Costs$1,600,000$1,600,000$1,440,000
Total Costs$17,300,000$8,710,000$7,119,600
Profit$300,000$5,290,000$4,400,400
Discount Rate11.121.32
NPV Profit$300,000$4,723,214$3,333,636
Cum NPV Profie$300,000$5,023,214$8,356,851
Lifetime Value$1.50$25.12$41.78
Year 1Year 2Year 3
Retention Rate 40%45%50%
Customers 200,000 80,000 36,000
Visits Per Year 1.41.61.8
Spending Per Visit $50$60$70
Revenue$14,000,000$7,680,000$4,536,000
Cost Percentage 50%49%48%
Costs$7,000,000$3,763,200$2,177,280
Acquisition Cost $32$6,400,000
Total Costs$13,400,000$3,763,200$2,177,280
Profit$600,000$3,916,800$2,358,720
Discount Rate 11.121.32
NPV Profit$600,000$3,497,143$1,786,909
Cum NPV Profie$600,000$4,097,143$5,884,052
Lifetime Value $3.00$20.49$29.42
($62)
$48
($80)
($60)
($40)
($20)
$0
$20
$40
$60
New Customer
3rd Year
Customer
Annual Profit
82%
112%
0%
20%
40%
60%
80%
100%
120%
Change in
number of
orders
12
Control vs Test Groups
86%
114%
0%
20%
40%
60%
80%
100%
120%
Change in
average
order size
12
Control vs Test Group
70%
127%
0%
20%
40%
60%
80%
100%
120%
140%
Change in
total
revenue
12
Control vs Test Group
Acquisition
Second
Third
Year
Year
Year
Retention Rate
40%
45%
50%
Customers
200,000
80,000
36,000
Visits Per Year
1.4
1.6
1.8
Spending Per Visit
$50
$60
$70
Revenue
$14,000,000
$7,680,000
$4,536,000
Cost Percentage
50%
49%
48%
Costs
$7,000,000
$3,763,200
$2,177,280
Acquisition Cost $32
$6,400,000
Total Costs
$13,400,000
$3,763,200
$2,177,280
Profit
$600,000
$3,916,800
$2,358,720
Discount Rate
1
1.12
1.32
NPV Profit
$600,000
$3,497,143
$1,786,909
Cum NPV Profie
$600,000
$4,097,143
$5,884,052
Lifetime Value
$3.00
$20.49
$29.42
Acquisition
Second
Third
Year
Year
Year
Retention Rate
40%
45%
50%
Customers
200,000
80,000
36,000
Visits Per Year
1.4
1.6
1.8
Spending Per Visit
$50
$60
$70
Revenue
$14,000,000
$7,680,000
$4,536,000
Cost Percentage
50%
49%
48%
Costs
$7,000,000
$3,763,200
$2,177,280
Acquisition Cost $32
$6,400,000
Total Costs
$13,400,000
$3,763,200
$2,177,280
Profit
$600,000
$3,916,800
$2,358,720
Discount Rate
1
1.12
1.32
NPV Profit
$600,000
$3,497,143
$1,786,909
Cum NPV Profie
$600,000
$4,097,143
$5,884,052
Lifetime Value
$3.00
$20.49
$29.42
Acquisition
Second
Third
Year
Year
Year
Retention Rate
50%
60%
65%
Customers
200,000
100,000
60,000
Visits Per Year
1.6
2
2.4
Spending Per Visit
$55
$70
$80
Revenue
$17,600,000
$14,000,000
$11,520,000
Cost Percentage
50%
49%
48%
Costs
$8,800,000
$6,860,000
$5,529,600
Acquisition Cost $32
$6,400,000
Database Costs
$500,000
$250,000
$150,000
Loyalty Program
$5.00
$8.00
$10.00
Loyalty Costs
$1,600,000
$1,600,000
$1,440,000
Total Costs
$17,300,000
$8,710,000
$7,119,600
Profit
$300,000
$5,290,000
$4,400,400
Discount Rate
1
1.12
1.32
NPV Profit
$300,000
$4,723,214
$3,333,636
Cum NPV Profie
$300,000
$5,023,214
$8,356,851
Lifetime Value
$1.50
$25.12
$41.78
Acquisition
Second
Third
Year
Year
Year
Old LTV
$3.00
$20.49
$29.42
New LTV
$1.50
$25.12
$41.78
Change
-$1.50
$4.63
$12.36
With 200,000 members
-$300,000
$926,071
$2,472,799