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SPA’s Multivariate Sensitivity Profiling

•  SPA analyzes client invoice data, looking at
• 

customer product baskets and customer order
patterns by product
SPA analyzes key predictors of price
sensitivity

•  Order frequencies, volumes, repeatability
•  Customers’ relative spend by product
•  Distribution of many properties by customer and
across groups of customers

•  Result:

recommended price premium map to
skus and vendors by individual customer or
customer group

Copyright 2013 Strategic Pricing Associates, Inc.

strategicpricing.com
18
Customer’s Core vs. NonCore Pricing
y = -1E-06x + 1.0394

Core vs. NonCore Pricing

2

R = 0.0002

1.80

1.60

Customer's SKU Price Index

1.40

1.20

1.00

0.80

Low-Sensitivity SKUs Getting Lowest Prices
0.60

0.40

0.20

-

2,000

4,000

6,000

8,000

10,000

Customer's SKU 12 Month Sales
Copyright 2013 Strategic Pricing Associates, Inc.

12,000

14,000

16,000

strategicpricing.com
19
The Strategic Pricing Associates, Inc.,
Pricing Cube

•  The Pricing Cube is the foundation for
• 
• 
• 

organizing transaction data for purposes of
comparative indexing analysis
Every customer is assigned to a market
segment and customer size; every product/
service is assigned to a product/service
family
Every product/service is profiled for price
sensitivity, at the segment level or at the
customer-specific basket level
The Pricing Cube provides a foundation for
setting pricing standards in complex
environments
Copyright 2013 Strategic Pricing Associates, Inc.

strategicpricing.com
20
SPA Pricing Cube
(Sample Values)
Product
Sensitivity
Rating

Market Segments

Customer Size

Customer
Type 1

Customer
Type 2

Customer
Type 3

0.920

0.960

Customer
Type 4

0.900

0.980

Large

0.950

0.970

1.010

1.0400

Medium

1.000

1.030

1.070

1.050

1.080

1.120

1.070

1.100

1.150

1.03
1.07

D

1.12

1.170

Tiny

B

1.105

Small

1.00

C

Huge

A

1.200

The Pricing Cube Structures Strategic Pricing Standards Around Market
Segments, Customer Sizes, and Product/Service Sensitivity
Copyright 2013 Strategic Pricing Associates, Inc.

strategicpricing.com
21
Fundamental Pricing Opportunities
• 

Complex companies have missed opportunities to manage
pricing in two key dimensions

• 
• 

• 
• 

Many customers are getting lower prices than they should
Low-sensitivity products are not generating price premiums

The combination is typically worth 2 to 4 margin points
2 margin points = $200,000 per year per $10 million in affected
revenue

One Customer's SKU Pricing

Customer Size vs Index
1.50

1.40

Customer Index

1.30
1.20
1.10
1.00
0.90
0.80

Small Customers Getting Low Prices

0.70

Customer's Price Index
per SKU

1.50
1.40
1.30
1.20
1.10
1.00
0.90
0.80

Low-Sensitivity SKUs Getting
Low Prices

0.70
0.60

0.60
0.50
0.50

-

50,000

100,000

150,000

200,000

Customer's 12-Month Sales Volume

1,000

2,000

3,000

4,000

5,000

6,000

7,000

8,000

9,000

10,000

250,000

Customer's 12-Month Sales Per SKU

Copyright 2013 Strategic Pricing Associates, Inc.

strategicpricing.com
22
SPA Pricing Cube Versioning

• 

The SPA Pricing Cubes are versioned to use advanced analytics
to generate increasing gains; we recommend starting with Silver

Silver Cube
Type 1

Type 2

Type 3

Gold Cube
Type 1

Type 4

Type 2

Type 3

Platinum Cube
Type 1

Type 4

H

H
L

Type 3

Type 4

H

L

Type 2

L

M

Estimated 1.0x (2% Gain)

M

Estimated 1.5x (3% Gain)

M

S

S

S

T

T

Estimated 2.0x (4% Gain)

T

Silver

Gold

Platinum

•  Basic Architecture

•  Intermediate Architecture

•  Advanced Architecture

•  Data Services: Basic
Sensitivity Ratings

•  Data Services: Dynamic
Sensitivity Ratings (more
C/D revenue)

•  Data Services: Dynamic Sensitivity
Ratings, Type- and CustomerSpecific

•  Pricing Structure:
Differential Type-Size
Values; and Dynamic
Slopes and Premiums

•  Pricing Structure: Dynamic TypeSize Values and Dynamic Slopes
and Premiums; Customer-Specific
Sensitivity, Behavioral Scoring and
Cost-to-Serve

•  Pricing Structure: Basic
Type-Size Values; and
Constant Slopes and
Premiums
•  Good Impact:
Estimated 1.0x (2% Gain)

•  Better Impact:
Estimated 1.5x (3% Gain)

•  Highest Impact:
Estimated 2.0x (4% Gain)

Copyright 2013 Strategic Pricing Associates, Inc.

strategicpricing.com
23

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Strategic Pricing Associates (SPA) Pricing Cube™ Overview Jan-2014

  • 1. SPA’s Multivariate Sensitivity Profiling •  SPA analyzes client invoice data, looking at •  customer product baskets and customer order patterns by product SPA analyzes key predictors of price sensitivity •  Order frequencies, volumes, repeatability •  Customers’ relative spend by product •  Distribution of many properties by customer and across groups of customers •  Result: recommended price premium map to skus and vendors by individual customer or customer group Copyright 2013 Strategic Pricing Associates, Inc. strategicpricing.com 18
  • 2. Customer’s Core vs. NonCore Pricing y = -1E-06x + 1.0394 Core vs. NonCore Pricing 2 R = 0.0002 1.80 1.60 Customer's SKU Price Index 1.40 1.20 1.00 0.80 Low-Sensitivity SKUs Getting Lowest Prices 0.60 0.40 0.20 - 2,000 4,000 6,000 8,000 10,000 Customer's SKU 12 Month Sales Copyright 2013 Strategic Pricing Associates, Inc. 12,000 14,000 16,000 strategicpricing.com 19
  • 3. The Strategic Pricing Associates, Inc., Pricing Cube •  The Pricing Cube is the foundation for •  •  •  organizing transaction data for purposes of comparative indexing analysis Every customer is assigned to a market segment and customer size; every product/ service is assigned to a product/service family Every product/service is profiled for price sensitivity, at the segment level or at the customer-specific basket level The Pricing Cube provides a foundation for setting pricing standards in complex environments Copyright 2013 Strategic Pricing Associates, Inc. strategicpricing.com 20
  • 4. SPA Pricing Cube (Sample Values) Product Sensitivity Rating Market Segments Customer Size Customer Type 1 Customer Type 2 Customer Type 3 0.920 0.960 Customer Type 4 0.900 0.980 Large 0.950 0.970 1.010 1.0400 Medium 1.000 1.030 1.070 1.050 1.080 1.120 1.070 1.100 1.150 1.03 1.07 D 1.12 1.170 Tiny B 1.105 Small 1.00 C Huge A 1.200 The Pricing Cube Structures Strategic Pricing Standards Around Market Segments, Customer Sizes, and Product/Service Sensitivity Copyright 2013 Strategic Pricing Associates, Inc. strategicpricing.com 21
  • 5. Fundamental Pricing Opportunities •  Complex companies have missed opportunities to manage pricing in two key dimensions •  •  •  •  Many customers are getting lower prices than they should Low-sensitivity products are not generating price premiums The combination is typically worth 2 to 4 margin points 2 margin points = $200,000 per year per $10 million in affected revenue One Customer's SKU Pricing Customer Size vs Index 1.50 1.40 Customer Index 1.30 1.20 1.10 1.00 0.90 0.80 Small Customers Getting Low Prices 0.70 Customer's Price Index per SKU 1.50 1.40 1.30 1.20 1.10 1.00 0.90 0.80 Low-Sensitivity SKUs Getting Low Prices 0.70 0.60 0.60 0.50 0.50 - 50,000 100,000 150,000 200,000 Customer's 12-Month Sales Volume 1,000 2,000 3,000 4,000 5,000 6,000 7,000 8,000 9,000 10,000 250,000 Customer's 12-Month Sales Per SKU Copyright 2013 Strategic Pricing Associates, Inc. strategicpricing.com 22
  • 6. SPA Pricing Cube Versioning •  The SPA Pricing Cubes are versioned to use advanced analytics to generate increasing gains; we recommend starting with Silver Silver Cube Type 1 Type 2 Type 3 Gold Cube Type 1 Type 4 Type 2 Type 3 Platinum Cube Type 1 Type 4 H H L Type 3 Type 4 H L Type 2 L M Estimated 1.0x (2% Gain) M Estimated 1.5x (3% Gain) M S S S T T Estimated 2.0x (4% Gain) T Silver Gold Platinum •  Basic Architecture •  Intermediate Architecture •  Advanced Architecture •  Data Services: Basic Sensitivity Ratings •  Data Services: Dynamic Sensitivity Ratings (more C/D revenue) •  Data Services: Dynamic Sensitivity Ratings, Type- and CustomerSpecific •  Pricing Structure: Differential Type-Size Values; and Dynamic Slopes and Premiums •  Pricing Structure: Dynamic TypeSize Values and Dynamic Slopes and Premiums; Customer-Specific Sensitivity, Behavioral Scoring and Cost-to-Serve •  Pricing Structure: Basic Type-Size Values; and Constant Slopes and Premiums •  Good Impact: Estimated 1.0x (2% Gain) •  Better Impact: Estimated 1.5x (3% Gain) •  Highest Impact: Estimated 2.0x (4% Gain) Copyright 2013 Strategic Pricing Associates, Inc. strategicpricing.com 23