industrial segmentation and how to segment in matured markets

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    Value analysis, as developed by General Electric, involves a step-by-step

    procedure:

    1. Selection. A product that is ripe for improvement is selected for valueanalysis.

    2. Information gathering. Drawings, costs, scrap rates, usage forecasts,

    and operations sheets are collected by the team coordinator before the

    team first meets. Team members are asked to send in whateverinformation they have.

    3. Function definition. The team meets and defines each function of the

    product. A function is defined in two words, a verb and a noun (e.g., a

    flower pot contains soil). Only essential functions are included. Next theteam determines the present cost of each function. This reveals which

    functions represent major expenditures.

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    4. Generation of alternatives. Team members suggest ideas for new and different

    ways to accomplish the functions. This is known as brainstorming. All ideas

    are recorded and later culled to a list of manageable size.

    5. Evaluation of alternatives. Alternatives are evaluated or various factors,

    including feasibility and cost. This further reduces the list to one or two

    good ideas.

    6. Presentation. The final alternatives are refined and presented to a management

    into an analysis change proposals.

    7. Implementation. The approved value analysis change proposal is translatedinto an analysis change order and implemented.

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    [email protected]

    MAJOR SEGMENTATION VARIABLES

    FOR INDUSTRIAL MARKETSDemographic

    Industry : which industries that buy this product should we focus on ?

    Company size ; what size companies should we focus on ?

    Location : what geographical areas should we focus on ?

    Operating Variables

    Technology : what customer technologies should we focus on?

    User/non-user status : should we focus on heavy, medium, light users or non-users?

    Customer capabilities : should we focus on customers needing many services or few services?

    Purchasing Approaches

    Purchasing function organization : should we focus on companies with highly centralized ordecentralized purchasing organizations?

    General purchase policies: should we focus on companies that prefer leasing ? service contracts? systemspurchases? sealed bidding?

    Purchasing criteria; should we focus on companies that are seeking quality? service ? price?

    Situational Factors

    Urgency ; should we focus on companies that need quick and sudden delivery or service?

    Specific application : should we focus on certain applications of our product rather than all applications?

    Size of order: should we focus on large or small orders?

    Personal Characteristics

    Buyer-seller similarity: should we focus on companies whose people and values are similar to ours?

    Attitudes toward risk: should we focus on risk-taking or risk-avoiding customers?

    Loyalty: should we focus on companies that show high loyalty to their suppliers?

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    SUPPLIERS BUYERS FACILITATORS MARKET SEGMENTS

    Company

    Manufacturers

    Distributors

    Dealers

    Competitors

    Manufacturers

    representatives

    distributors/dealers

    Transportation firms

    Advertisingagencies Marketing

    research firms Banks

    and insurance companies

    Government

    Users

    Commercial

    Market Enterprises OEMS

    Industrial

    distri-

    butors

    Institutions

    Labor

    Capital

    Raw materials

    Component parts

    Equipment

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    Market Segmentation Target Marketing Product Positioning

    1. Identify measurable,

    relevant, and operational

    variable for segmenting the

    market.

    2. Define macro profiles of

    resulting segments.

    3. Define micro profiles of

    resulting macrosegments

    1. Evaluate resulting

    macro/micro segments:

    a. Profitability analysis

    b. Competitive analysis

    2. Decide on market coverage:

    a. Undifferentiated

    b. Differentiated

    c. Concentrated

    3. Select the target

    segments(s).

    1. Develop product/ marketpositioning for each

    target market

    selected.

    2. Develop marketing mix

    for each target market

    selected.

    FIGURE B-1 A Market segmentation and product positioning Model

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    TABLE 8-1 Some Macro Variables Used to Segment the Industrial Market

    Variables Examples

    Industry Agriculture, mining, construction, manufacturing,

    transportation, wholesale, retail, finance, services

    Organizational characteristics

    Size characteristic Size of customers parent company, size of customers

    business, and number of plants sold

    Plant characteristics Size of customers plant, age of customers plant,

    inventory turnover, and degree of automation

    Location Distance from plant, state of plant, and suburban/

    urban/ rural location

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    Economic factors Cyclicality of customers industry

    Customers industry Growth rate of industry and customers growth stage within

    the industry; ultimate customer of customers product

    Competitive forces Degree of competition in customers industries, ease of

    entry in to customers industries, and ease of customer

    switching

    Purchasing factors Decentralized versus centralized, and number of levels of

    purchasing authority

    End-use markets Residential/ commercial contractors, coal/ore miners, foresters,

    federal/ state highway maintenance departments, banks/insurance/ brokerage houses

    Product application Small appliance, computer, television, and airplane

    manufacturers

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    Segmenting Customers in MatureIndustrial Markets : An

    Application

    Segment is the art of identifying distinctive customer groups that

    exhibit homogeneous needs. The point of segmentation is to be

    able tailor the marketing mix to address the unique needs of the

    various segment. A Number of bases for segmentation have beenoffered in the literature, including.

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    Demographic descriptors such as geography, standard

    industrial classification code, and account size;

    Product end-use or application;Buying situation;

    Customer decision-making style;

    Customer buying behavior ; andCustomer benefits

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    Figure 1: Potential Buying Behavior Segment

    High

    Price

    Low

    Low High

    Value

    Axis

    Market

    PowerAxis

    Cost-to-Server

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    SEGMENTATION VARIABLE

    FOR KEVLARFor potential fishing boat owners: Kevlers lightness

    promised fuel savings, increased speed, and the ability to

    carry fish weight.For aircraft designers: Kevlar had a high strength-to-

    weight ratio.

    For industrial plant managers: Kevlar could replace the

    asbestos used for packing pumps.

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    Buying Behavior Variables From

    In-House Documents1. Relative Pricewas a measure of the higher of the lower

    price that an account paid relative to Signodes other

    national account. Average discount ranged from 0% to as

    much as 11.3%.

    2. Relative Service was a measure of the higher of the lower

    service that an account received relation to other national

    account. Signodes managers identify three important

    component in service 1)field sales calls, 2) unbilled parts,tools, and repair work and 3) application and engineering

    service.

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    3. Account Size: While various aspects of account size

    have been identify as influencing buying behaviors. Wemeasured account size simply as the total purchase

    volume of all Signode products in the most recent 12

    month.

    4. Market Share: A deferent measure of dependency is asingle suppliers proportion of business in the buyers

    total purchase of a product catalog. We measured this

    as Signodes share of dollar sales volume for each

    account .Knowing Signodes actual sales to the

    account, we computed Signodes market share- an

    indicator of the buyers preference for, as well as

    reliance on, Signodes product.

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    Buying Behavior Variables FromNational Account Reps and NAMs

    5. For decrease in price

    6. For increase in price

    7. For decrease in service

    8. For increase in service

    9. Product importance : Depending on theapplication

    extent of usage, the importance of steel strapping

    varied over Signodes national accounts.

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    10. Switching potential: Over the years several customers

    had built a trusting relationship with Signode because of

    the product of the product or the service or both

    11. Market knowledge: Regardless of the stage of market

    maturity, customers very substantially in their knowledge

    of competitive product and prices, they search forinformation in varying degrees.

    12. Decision-Making Process (DMP): The complexity of the

    buying decision-making process is a reflection not only of

    product and vender characteristic but also of the buyingorganizations priorities and purchasing strategies.

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    Mean values of the buying behavior variables are shown for each

    microsegment in Table 2

    Table 2 Group Means

    Behavior

    Surrogates

    Segment 1

    # of

    Accounts =54

    Segment 3

    # of

    Accounts =22

    Segment 4

    # of

    Accounts =11

    Segment 2

    # of

    Accounts =65

    0. 0%

    3. 6

    $122,000

    54. 2%

    5. 6

    15. 5

    -7. 9%

    4. 9

    $472,000

    67. 8%

    8. 9

    27. 9

    -10. 1%

    5. 6

    $1,100,000

    71. 9%

    8.7

    24. 5

    -11. 3%

    7. 1

    $2,100,000

    68.3%

    11.8

    22. 7

    1. Relative price

    2. Relative service

    3. Account size (sales)

    4. Market share

    5. Percentage increase in sales

    for price drop

    6. Percentage decrease in sales for

    price raise

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    Behavior

    Surrogates

    Segment 1

    # of

    Accounts =54

    Segment 3

    # of

    Accounts =22

    Segment 4

    # of

    Accounts =11

    Segment 2

    # of

    Accounts =65

    5. 1

    1. 2

    2. 5

    3. 8

    4. 0

    3. 2

    9. 2

    3. 0

    3. 0

    4. 4

    4. 5

    3. 6

    12. 5

    5. 2

    3. 5

    4. 5

    4. 6

    3. 3

    12. 3

    7. 3

    3. 5

    4. 6

    4. 7

    3. 4

    8. Percentage increase in sales for

    services raise

    7. Percentage decrease in sales

    for services drop

    9. Product importance

    10. Switching potential

    11. Market Knowledge

    12. DMP complexity

    Notes: Of the 161 complete data records, the clustering algorithm omitted nine cases as

    outliers. 5 and 6: this is percentage increase or decrease in sales for a 7% price change. 8 and

    9 this is percentage increase or decrease for a unit of service change.

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    Decreasing price is unprofitable for Signod because the estimated

    increase in sales is far below the required 20% for every microsegmentin Table 2 (see row 5 in Table 2).

    Increasing price is profitable programmed buyer microsegment-

    sales decrease of only 15.5% compared with a break-even of 20%. It

    exceeds the break-even number for all other microsegments (see row 6

    in Table 2).

    Decreasing services is profitable programmed buyer microsegment

    because the estimated sales drop in 5.1%. It exceeds the break-even of

    8% in all other segments (see row 7 in Table 2); and

    Increasing service is barely profitable in the bargain huntermicrosegment-sales increase of 7.3% compared with a break-even of

    8%. It is far below this number for all other microsegments (see row 8

    in Table 2)

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    Buying Behavior Microsegments

    1. Segment 1:Programmed Buyers. Customers in themicro segment were small and viewed the product as a

    routine purchase item. They had the lowest average sales

    of any group and were not particularly price or service

    sensitive. Compared to those in the other three microsegment, these customers had the lowest market share of

    Signode products.

    2. Segment 2 :Relationship Buyers. Customers in this

    micro segment were also relatively small. The product itself was moderately important in their operations, and

    unlike the programmed buyers of segment 1, they were

    more knowledge about competitive offerings.

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    3. Segment 3 :Transaction Buyers. Customer in themicro segment were, on average, twice as large as the

    relationship buyer. They received price discounts

    averaging about 10% and an above-average service

    level; they had the highest sensitivity to decreases in

    services.

    4. Segment 4 :Bargain Hunters. Customer in the

    micro segment were large-volume customers that

    received the largest price discount (averaging 11.3%)

    as well as the highest level of services.

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    Figure 2 : Segment Profile

    0%

    (discount)

    Relative

    Price

    -11.3%

    (discount)

    Value

    Axis

    Market

    Power

    Axis

    Segment # 2Relationship

    Buyers

    Sales = $31 million

    Segment # 3

    Transaction

    Buyers

    Sales = $25

    million

    Segment # 4

    Bargain Hunters

    Sales = $ 23million

    Core Product

    Buyers

    Augmented

    ProductBuyers

    0 2.5 5 7.5 10

    Segment !

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    ConclusionFollowing the analyses at Signode, we believe that even a simple framework,

    such as the two-dimensional plot of price versus cost-to-server in Figure 1, is

    capable of unearthing a rich subsegment of behaviors in industrial accounts. As

    can be seen from the figure, the diagonal equates the price to cost-to-server for

    the seller. We hypothesize that the sellers profit would be roughly equal for

    accounts located on this axis- when customers want services (augmented

    product), they are welling to pay higher prices. The cross diagonal, howeverrepresents an axis of product differentiation. Clearly, customer who demand

    and get high level of services for low prices must have alternatives, just as

    those customer who pay high prices most find the product attractive even

    though they do not receive the full battery of services. Obviously, the sellers

    profit are likely to be higher in the northwest and lower in the southeastquadrant compared with the diagonal axis. Understandably, the segment

    descriptor variable and dimensions are likely to very across applications, but

    nevertheless a few variables could provide rich diagnostics for management

    actions.