Chapter 06 - Managing Customer Profitability

CHAPTER 6

Managing Customer Profitability

ANSWERS to Review Questions

6.1Refer to the list of key terms at the end of Chapter 6 and the glossary.

6.2Total profitability is the same using either a customer or product-line profitability perspective – total revenues and total expenses must be the same regardless of how they are split up. Although both approaches are important and useful, the major differences between the two are how revenues and expenses are reported. Traditional accounting systems measure and report revenues and expenses by product line, so re-programming the system or additional analyses are necessary to produce customer profitability measures. ABC approaches may be very useful for this purpose because tracing costs by activities, many of which are customer oriented, will lead directly to customer profitability.

6.3Exhibit 6-1 displays ranked customer profitability that is typical of organizations before taking measures to improve customer profitability. The major point of this exhibit is that relatively few customers often generate most of the organization’s profits. This minority of customers is extremely important to the organization – they should be encouraged to be loyal customers. On the other hand, many customers are unprofitable to serve. The organization should either transform or drop them, if they cannot be made profitable to serve.

6.4Typical objectives for customer profitability analysis include a) measuring customer profitability and b) identifying effective and ineffective customer-related activities.

Major customer-related resources and activities include:

Customer-related resources / Customer-related activities
Resources to produce goods and services / Manufacturing, customizing
Selling / Making sales calls, ordering, processing, administration
Marketing / Research, planning, advertising, promotion, developing and distributing catalogues
Ordering / Taking and processing orders (direct, mail, telephone, internet)
Distribution / Packing, shipping (internal or outsourced)
Research and development / Research on new products, development of feasible products
General administration / Supporting customer activities

6.5Tradeoffs almost always include timeliness, relevance, accuracy, and cost of information. Managers would like to have information accurately focused on specific customers, yesterday and at no additional cost. Because this is not possible, analysts often must make judgments about tradeoffs, which usually result in less accurate information than would be ideal.

6.6Because customer profitability analysis seeks to uncover uses of resources to serve customers, ABC is a natural tool to use. Identifying current customer activities can be the first step in the analysis. After understanding current uses of resources to serve customers, analysts then can use ABM to identify value-added and non-value added activities to serve customers. Enhancing value-added and eliminating non-value added activities can improve customer and overall profitability.

6.7Qualitative factors include a) status of serving certain customers, b) potential for future profitability, c) entry to new markets, d) transfer of knowledge from innovative customers, e) potential for cost savings from shared services. Any of these factors may be sufficient to convince a company to retain an otherwise unprofitable customer.

6.8Typical improvements include refining the ordering process to eliminate errors and reduce ordering time and effort, increasing the flexibility of processes to meet customers’ variable needs, improving the reliability and responsiveness of distributing products to customers. Other changes include charging unprofitable customers for services rendered; they will either pay for these services or go elsewhere – improving profitability in either case.

6.9Actually, considering the eight recommendations for leading change given at the end of Chapter 1 would be wise. The focus company of Chapter 6 used this set of guidelines with good outcomes. To review, the recommendations are:

6.10

  1. Identify a Need for Change
  2. Create a Team To Lead and Manage the Change
  3. Create a Vision of the Change and a Strategy for Achieving the Vision
  4. Communicate the Vision and Strategy for Change and Have the Change Team be a Role Model
  5. Encourage Innovation and Remove Obstacles to Change
  6. Ensure that Short-term Achievements are Frequent and Obvious
  7. Use Successes to Create Opportunities for Improvement in the Entire Organization
  8. Reinforce a Culture of More Improvement, Better Leadership, and More Effective Management

ANSWERS to CRITICAL ANALYSES

6.11There is some truth in this statement because until a customer purchases a product, there is no revenue and no profit. A traditional focus on product profitability could lead to a myopic emphasis on managing manufacturing costs, which is the typical emphasis of traditional accounting systems. This could lead to indiscriminant lumping of customer-related costs into selling, general and administrative costs, which in many organizations are significant components of profit (or loss).

6.12It is difficult to verify the claims and usefulness of most internet advertising, but several guidelines may help. First, have a thorough understanding of the problems you are seeking to solve and the available literature on the subject – you should be an informed consumer. Second, obtain word-of-mouth information from peers. Third, check with organizations that have used specific services (reputable companies seeking your business should be willing to share their customer list with you).

6.13This argument might be dangerous because it implies marginal returns from improvements in customer satisfaction will always be positive. If so, customer satisfaction would be an unusual economic good. In general, we expect decreasing marginal returns at some point from all economic activity. It also is true, however, that indiscriminate cost cutting can be dangerous because this will cut both value-adding and non-value adding activities. Managing customer profitability usually involves both enhancing value-added and eliminating non-value added activities.

6.14Higher contribution margins and growing revenues can be good things, certainly. However, as many technology firms have learned recently, bottom-line profitability is what separates successful from unsuccessful companies. This bottom line includes costs of R&D and customer service, both of which can be very large relative to revenues and contribution margins. Commitments to innovation and customer service must be matched by profitability – which must be achieved at some point or all those commitments may be wasted.

6.15Education level is a major predictor of future income, so offers to college students are attempts to capture customers who will be profitable in the future. One could be quite cynical about this by observing that many students are unaware of the high costs of credit-card debt and quickly become dependent on this high-cost lifestyle support. Though write-offs for delinquent accounts may be high (with adverse effects for both students and credit-card companies), enough students pay their debts and become profitable customers to justify the practice.

6.16Segmenting and charging customers differentially may be distasteful to some, but it is not illegal as long as companies can justify the practice on a cost basis. The defense of this practice would require a credible customer-profitability analysis.

6.17Telecommunication customers learned to switch among service providers often to earn these bonuses. Service providers learned that the costs of excessive switching were too high to justify paying switching bonuses. These costs include the bonuses and the administrative costs associated with changing and maintaining billing information.

6.18Although many consumers might disagree, many of these service companies had over-invested in customer satisfaction. They were wooing too many customers that were not profitable. Refined approaches involve keeping profitable customers satisfied, but giving less service to unprofitable customers. Thus, profits can improve while overall (average) customer satisfaction declines.

6.19You should ask questions about the profitability of both delighted and satisfied customers before approving a campaign to raise the levels of either or both. The costs of improving these statistics might exceed the benefits. It seems wise to find out one way or the other before committing valuable resources.

6.20The experience of many large companies is that customer profitability analysis does cost millions to implement and maintain. But that should not automatically rule it out. Investment in information, as well as equipment and technology, is required to stay abreast of the competition. Factors to consider might include a) actions by competitors, b) changes in customer loyalty, retention, and services, c) declining overall profitability, d) feedback from sales and manufacturing personnel about customer orders.

solutions to exercises

6.21(30 min) Answers will vary, but good answers will cover presentation, understandability, and credibility of information presented on these websites. There will be some overlap of sites with those found in exercise 6-23.

6.22(30 min) Answers will vary, but good answers will describe the nature of information provided by the Census Bureau, including types of industries, locations, population, and so on.

6.23(30 min) Answers will vary, but good answers will cover presentation, understandability, and credibility of information presented on these websites. One can use this information to learn about the tools available for building customer information. There will be some overlap of sites with those found in exercise 6-21.

6.24(30 min) Customer profitability. This exercise requires an analysis similar to that in

Exhibit 6-5.

Facts / Total / Sportsters / Pickups
Contribution margin ratio / 46.7% / 40.0% / 60.0%
Revenues / $ 9,000,000 / $ 6,000,000 / $ 3,000,000
Variable cost of goods sold [revenues x (1- CM ratio)] / 4,800,000 / 3,600,000 / 1,200,000
Contribution margin / 4,200,000 / 2,400,000 / 1,800,000
Operating costs / 3,100,000
Operating income / $ 1,100,000
Return on sales (operating income ÷ revenues) / 12.2%
Customer sales to: / Urban / Rural
Sales of: SportstersSportsortsters / 100% / 90% / 10%
Pickups / 100% / 20% / 80%
Customer Profitability / Total / Urban / Rural
Revenues traced to customers
$6,000,000 = (0.90 x $6,000,000) + (0.20 x $3,000,000)
$3,000,000 = (0.10 x $6,000,000) + (0.80 x $3,000,000) / $ 9,000,000 / $ 6,000,000 / $ 3,000,000
Variable cost of goods sold
$3,480,000 = (0.90 x $3,600,000) + (0.20 x $1,200,000)
$1,320,000 = (0.10 x $3,600,000 + (0.80 x $1,200,000) / 4,800,000 / 3,480,000 / 1,320,000
Contribution margin / 4,200,000 / 2,520,000 / 1,680,000
Operating costs traced to customers (given) / 3,100,000 / 2,400,000 / 700,000
Operating income / $ 1,100,000 / $ 120,000 / $ 980,000
Return on sales / 12.2% / 2.0% / 32.7%

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.25(10 min) Return on customer sales.

Target return on sales / 30%
Current sales revenue / $ 9,000,000
Target profit / 2,700,000
Target cost / 6,300,000
Currently feasible costs / 7,900,000
Target cost reduction / $ 1,600,000

Comment: This is a substantial cost reduction that might not be achievable, at least in the short run.

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.26 (30 min) Customer profitability. This exercise requires an analysis similar to that in

Exhibit 6-5.

Facts / Total / Sunshades / Windshield Wipers
Contribution margin ratio / 70.0% / 60.0%
Revenues / $ 11,000,000 / $5,000,000 / $ 6,000,000
Variable cost of goods sold [revenues x (1-CM ratio)] / 3,900,000 / 1,500,000 / 2,400,000
Contribution margin / 7,100,000 / 3,500,000 / 3,600,000
Operating costs / 4,500,000
Operating income / $ 2,600,000
Return on sales (operating income ÷ revenues) / 23.6%
Customer sales to: / Hardware / Auto Parts
Sales of: Windshield Wipers / 100% / 40% / 60%
Sunshades / 100% / 30% / 70%
Customer Profitability / Total / Hardware / Auto Parts
Revenues traced to customers
$3,900,000 = (0.40 x $6,000,000) + (0.30 x $5,000,000)
$7,100,000 =(0.60 x $6,000,000) + (0.70 x
$5,000,000) / $ 11,000,000 / $3,900,000 / $ 7,100,000
Variable cost of goods sold
$1,410,000 = (0.40 x $2,400,000) + (0.30 x
$1,500,000)
$2,490,000 = (0.60 x $2,400,000) +(0.70 x
$1,500,000) / 3,900,000 / 1,410,000 / 2,490,000
Contribution margin / 7,100,000 / 2,490,000 / 4,610,000
Operating costs traced to customers / 4,500,000 / 2,100,000 / 2,400,000
Operating income / $ 2,600,000 / $ 390,000 / $ 2,210,000
Return on sales / 23.6% / 10% / 31.1%

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.27 (10 min) Return on customer sales.

Target return on sales / 30%
Current sales revenue / $ 11,000,000
Target profit / 3,300,000
Target cost / 7,700,000
Currently feasible costs / 8,400,000
Target cost reduction / $ 700,000

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.28 (30 min) Customer profitability. This requires an analysis similar to that in

Exhibit 6-5.

Facts / Total / Personnel checks / Supplier reliability
Contribution margin ratio / 61.8% / 65.0% / 60.0%
Revenues / $ 11,000,000 / $4,000,000 / $ 7,000,000
Variable cost of services sold [revenues x (1-CM ratio)] / 4,200,000 / 1,400,000 / 2,800,000
Contribution margin / 6,800,000 / 2,600,000 / 4,200,000
Operating costs / 5,500,000
Operating income / $ 1,300,000
Return on sales (operating income ÷ revenues) / 11.8%
Customer sales to: / Government Agencies / Corporations
Sales of: Personnel checks / 100% / 80% / 20%
Supplier reliability / 100% / 20% / 80%
Customer Profitability / Total / Government Agencies / Corporations
Revenues traced to customers
$4,600,000 = (0.80 x $4,000,000) + (0.20 x $7,000,000)
$6,400,000 = (0.20 x $4,000,000) + (0.80 x $7,000,000) / $ 11,000,000 / $4,600,000 / $ 6,400,000
Variable cost of services sold
$1,680,000 = (0.80 x $1,400,000) + (0.20 x $2,800,000)
$2,520,000 = (0.20 x $1,400,000) + (0.80 x $2,800,000) / 4,200,000 / 1,680,000 / 2,520,000
Contribution margin / 6,800,000 / 2,920,000 / 3,880,000
Operating costs traced to customers / 5,500,000 / 1,400,000 / 4,100,000
Operating income / $ 1,300,000 / $1,520,000 / $ (220,000)
Return on sales / 11.8% / 33.0% / (3.4)%

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.29 (10 min) Return on customer sales.

Target return on sales

/ 20%
Current sales revenue / $ 11,000,000
Target profit / 2,200,000
Target cost / 8,800,000
Currently feasible costs / 9,700,000
Target cost reduction / $ 900,000

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.30 (30 min) Customer level costs

Customer / Total / Alpha / Beta / Chili / Dog
Shipments per year / 128,000 / 40,000 / 20,000 / 60,000 / 8,000
Percent delivered by ME / 80% / 90% / 25% / 80%
Percent outsourced delivery / 20% / 10% / 75% / 20%
total / 100% / 100% / 100% / 100%
Shipments delivered by ME / 71,400 / 32,000 / 18,000 / 15,000 / 6,400
Percent ME deliveries by customer* / 100% / 44.81793% / 25.21008% / 21.00840% / 8.96359%
ME distribution costs** / $ 6,700,000 / $ 3,002,801 / $ 1,689,076 / $ 1,407,563 / $ 600,560
Outsourced shipments / 56,600 / 8,000 / 2,000 / 45,000 / 1,600
Percent outsourced deliveries by customer* / 100% / 14.13428% / 3.53336% / 79.50530% / 2.82686%
Outsourced shipment costs** / $ 120,000 / $ 16,961 / $ 4,240 / $ 95,406 / $ 3,392
Total distribution costs by customer** / $ 6,820,000 / $ 3,019,762 / $ 1,693,316 / $ 1,502,969 / $ 603,952

*Percents rounded to five places.

**Amounts for Alpha, Beta, Chili and Dog are rounded to nearest dollar.

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.31(25 min) Customer level costs

Customer / Total / Grocery / Drug Stores / Discount Stores
Promotions per year / 210 / 60 / 80 / 70
Percent designed by OP / 85% / 82% / 95%
Percent outsourced design / 15% / 18% / 5%
total / 100% / 100% / 100%
Promotions designed by OP (ave) / 183.1 / 51 / 65.6 / 66.5
Percent OP designs by customer* / 100% / 27.85% / 35.83% / 36.32%
OP design costs / $ 112,000 / $ 31,196 / $ 40,127 / $ 40,677
Outsourced designs (ave) / 26.9 / 9 / 14.4 / 3.5
Percent outsourced designs by customer / 100% / 33.46% / 53.53% / 13.01%
Outsourced design costs / $ 27,000 / $ 9,033 / $ 14,454 / $ 3,513
Total design costs by customer / $ 139,000 / $ 40,229 / $ 54,581 / $ 44,190

*Percents rounded to two decimal places.

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.32(20 min) Customer level costs

Marketing costs and effort / Total / Record Clubs / Retail stores
Major account managers / 8 / 8 / -
Sales representatives / 150 / - / 150
Average salary/yr / $ 200,000 / $ 50,000
Marketing personnel costs / $ 9,100,000 / $1,600,000 / $ 7,500,000
Percent marketing staff effort / 40% / 60%
Marketing staff cost / $ 480,000 / $ 192,000 / $ 288,000
Total marketing and sales costs / $ 9,580,000 / $1,792,000 / $ 7,788,000

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

solutions to problems

6.33(30 min) Customer-level costs

Service costs and effort / Total / A / B / C
Number of customers / 5,500 / 3,000 / 2,000 / 500
Customer representatives / 10 / 10 / 2
Average salary/yr / $ 50,000 / $ 40,000 / $ 30,000
Service personnel costs / $ 960,000 / $ 500,000 / $ 400,000 / $ 60,000
Percent support service staff effort / 100% / 60% / 30% / 10%
Support service staff cost / $ 600,000 / $ 360,000 / $ 180,000 / $ 60,000
Total marketing and sales costs / $ 1,560,000 / $ 860,000 / $ 580,000 / $ 120,000

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.34(40 min) Customer profitability

a.Analysis

Annual service resources / Total / Premium / Standard
Number of customers / 100,000 / 30,000 / 70,000
Average revenue per customer (before discount) / $ 440 / $ 50
Price discount / 10% / 0%
Sales representative coverage per / 1,000 / 10,000
Average sales salary/yr / $ 35,000 / $ 35,000
Service bonus percentage of revenue / 0.1% / 0.1%
Promotion costs / $ 2,000,000
Relative promotion spending per customer group / 2/3 / 1/3
General and administrative costs / $ 2,400,000
Sales representatives (30,000÷1,000,
70,000÷10,000) / 30 / 7
Promotion cost proportions / 2/3 / 1/3
Sales / $ 16,700,000 / $ 13,200,000 / $ 3,500,000
less sales discount / 1,320,000 / 1,320,000 / -
Net sales / 15,380,000 / 11,880,000 / 3,500,000
Service salary costs / 1,295,000 / 1,050,000 / 245,000
Service bonus / 15,380 / 11,880 / 3,500
Promotion costs / 2,000,000 / 1,333,333 / 666,667
Total service and promotion costs / 3,310,380 / 2,395,213 / 915,167
Customer margins / 12,069,620 / $ 9,484,787 / $ 2,584,833
General and administrative costs / 2,400,000
Operating profit / $ 9,669,620
  1. Both sets of customers generate large margins. Premium customers generate more than three times as much revenue as standard customers do. Premium customers also generate more than three times as much total margin as standard customers do. Even so, standard customers are profitable. Based on these data, the company should continue selling to its standard customers.

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.35 (40 min) Customer profitability

a.Analysis

Annual service resources / Total / Bell / Toshi
Annual number of orders / 5,000 / 3,000 / 2,000
Average cost of good sold per order / $ 4,200 / $ 1,800
Price markup / 60% / 60%
Average deliveries per order / 5 / 10
Warehousing costs per year / $ 1,000,000
Delivery costs per year / $ 6,000,000
General administrative costs / $ 2,400,000
Percent of G&A devoted to orders / 50%
Order percentages / 100% / 60% / 40%
Deliveries per year / 35,000 / 15,000 / 20,000
Delivery percentages / 100% / 42.86% / 57.14%
Sales price per order / $6,720 / $2,880
Sales / $ 25,920,000 / $ 20,160,000 / $ 5,760,000
Cost of goods sold / 16,200,000 / 12,600,000 / 3,600,000
Gross margin / 9,720,000 / 7,560,000 / 2,160,000
Operating costs
Order costs (1/2 of gen. admin. costs) / 1,200,000 / 720,000 / 480,000
Delivery costs* / 6,000,000 / 2,571,429 / 3,428,571
Warehousing costs / 1,000,000 / 600,000 / 400,000
Total service and promotion costs* / 8,200,000 / 3,891,429 / 4,308,571
Customer margins* / $ 1,520,000 / $ 3,668,571 / $ (2,148,571)
General administrative costs (untraced) / 1,200,000
Operating profit / $ 320,000

*Totals are accurate. Amounts summed to get the totals are rounded to nearest dollar.

b. This analysis shows that Toshi is not a profitable customer. Toshi causes disproportionately higher delivery costs. The value of each order by Toshi is lower, yet Toshi requires higher frequency of deliveries. The markup charged does not reflect this greater level of service, so the company should re-evaluate its pricing for TS deliveries or negotiate less frequent deliveries.

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.36(50 min) Customer profitability

a. Analysis

Design activities / Total / Residential / Commercial
Designs submitted / 2,500 / 200
Designs sold / 2,000 / 100
Average direct cost per design (all) ($) / 4,000 / 25,000
Marketing effort / 100% / 20% / 80%
Marketing cost / $ 2,400,000
Annual activities and resources / Total / Regional / National
Traced sales of to:
Residential designs / 100% / 60% / 40%
Commercial designs / 100% / 20% / 80%
Administrative effort / 100% / 60% / 40%
Administrative cost / $ 3,000,000
Residential / Commercial
Design sales revenue
$16,000,000 = 2,000x4,000x2.00
$ 6,250,000 = 100x25,000x2.50 / $ 22,250,000 / $ 16,000,000 / $ 6,250,000
Cost of designs prepared / $ 15,000,000 / $ 10,000,000 / $ 5,000,000
Customer profitability / Total / Regional / National
Sales
$10,850,000 = 16,000,000x.6 + 6,250,000x.2
$11,400,000 = 16,000,000x.4 + 6,250,000x.8 / $ 22,250,000 / $ 10,850,000 / $ 11,400,000
Cost of sales
7,000,000 = 10,000,000x.6 + 5,000,000x.2
8,000,000 = 10,000,000x.4 + 5,000,000x.8 / 15,000,000 / 7,000,000 / 8,000,000
Gross margin / 7,250,000 / 3,850,000 / 3,400,000
Operating costs
Marketing costs
672,000 = 2,400,000x(0.2x0.6 + 0.8x0.2)
1,728,000 = 2,400,000x(0.2x0.4 + 0.8x0.8) / 2,400,000 / 672,000 / 1,728,000
Administrative costs
1,800,000 = 0.60x3,000,000
1,200,000 = 0.40x3,000,000 / 3,000,000 / 1,800,000 / 1,200,000
Total operating costs / 5,400,000 / 2,472,000 / 2,928,000
Operating profit / $ 1,850,000 / $ 1,378,000 / $ 472,000
Return on sales / 8.3% / 12.7% / 4.1%

b. National customers are less profitable for BHA; however, they can be desirable customers because of the prestige of winning national bids and because of the innovative designs that may be created. Both reputation and designs can be carried over to regional business.

EXCEL SOLUTIONS ARE FOUND IN EXCEL SOLUTIONS FILE

6.37(50 min) Customer profitability.

a.Analysis

Excel solutions are found on the chapter solutions manual opening screen

Annual activities and resources / Total / Custom Homebuilders / General Contractors
Bids submitted - residential / 32 / 22 / 10
Bids submitted - commercial / 13 / 3 / 10
Successful bids - residential / 24 / 20 / 4
Successful bids - commercial / 9 / 3 / 6
Success rate / 92% / 50%
Average direct cost of residential job / $ 10,500 / $ 410,000
Average direct cost of commercial job / $ 45,000 / $ 250,000
Average markup over cost / 100% / 50%
Contract management cost / $ 800,000
Contract management effort / 100% / 20% / 80%
General administration cost / $ 410,000
Bidding cost / 630,000 / Residential / Commercial
Total cost of bids submitted - custom / 366,000 / 231,000 / 135,000
Total cost of bids submitted - general / 6,600,000 / 4,100,000 / 2,500,000
Estimated total cost of bids submitted / $ 6,966,000 / $ 4,331,000 / $ 2,635,000
Customer profitability / Total / Custom Homebuilders / General Contractors
Sales 690,000 = (20x10,500 + 3x45,000)x2
4,710,000 = (4x410,000 + 6x250,000)x1.5 / $ 5,400,000 / $ 690,000 / $ 4,710,000
Cost of sales (sales less markup) / 3,485,000 / 345,000 / 3,140,000
Gross margin / 1,915,000 / 345,000 / 1,570,000
Operating costs
Contract management cost (20%, 80%) / 800,000 / 160,000 / 640,000
Bidding cost (allocated on relative total cost of bids submitted; $391,693 = $4,331,000/$6,966,000 x $630,000) / 630,000 / 391,693 / 238,307
Total traced costs / 1,430,000 / 551,693 / 878,307
Customer margin / 485,000 / $ (206,693) / $ 691,693
General and administrative costs / 410,000
Operating profits / $ 75,000
Return on sales / 1.4% / (30.0)% / 14.7%

b. The relative profitability of the two types of customers hinges on the allocation of bidding costs, which may not be accurate, and G&A costs, which were not allocated. These two items really deserve more analysis. Other estimates seem reasonable.

6.38(75 min) Customer profile. This analysis should not be attempted without spreadsheet software. Assuming this is good market information about drivers of customer profitability, this still is a subjective analysis because cutoffs and numerical scores are judgments. The analysis follows these steps: a) rank customers by each of the three attributes, b) plot each ranked attribute, c) award a score from 1 to 4 to each customer on each attribute, d) equally weight each score, e) sum scores of all equally weighted attributes, and f) classify customers as A, B, or C depending on total scores. Is this subjective? Are there other ways of doing this? Absolutely.