industrial segmentation and how to segment in matured markets
TRANSCRIPT
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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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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.