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©2017 AFSTechnologies, Inc.,Confidential Information
Pricing Optimization Workshop
2017 AFS USER CONFERENCE
“Practical Analytics for Everyday Decision Making”
©2017 AFSTechnologies, Inc.,Confidential Information
Mike Bruening
Vice President Analytics at Genpact
12 Years at Nabisco in Field and HQ Sales
Price and Promotion Analytics at IRI, IBM, Nielsen
Founding Board member at Promotion Optimization Institute
SPEAKER
©2017 AFSTechnologies, Inc.,Confidential Information
HISTORY OF PRICING
©2017 AFSTechnologies, Inc.,Confidential Information
HISTORY OF ANALYTICS
©2017 AFSTechnologies, Inc.,Confidential Information
©2017 AFSTechnologies, Inc.,Confidential Information
PRICING ANALYTICS
• Price Elasticity
• Cross Elasticity
• Price Thresholds
• Everyday Pricing vs. Promoted Pricing
• Pricing Simulation
©2017 AFSTechnologies, Inc.,Confidential Information
PRICING ELASTICITY
Elasticity is the measure of the corresponding change in volume that occurs when price changes. It is explained in
increments of 1% or -1.88 elasticity. A 1% change in price results in a 1.88% change in volume.
$1.82
-10%
$1.86
-8%
$1.90
-6%
$1.94
-4%
$1.99
-2%
$2.03
0%
$2.07
2%
$2.11
4%
$2.15
6%
$2.19
8%
$2.23
10%
Brand Example 21.9% 17.0% 12.3% 8.0% 3.9% 0.0% -3.7% -7.1% -10.4% -13.5% -16.4%
-18.0%
-13.0%
-8.0%
-3.0%
2.0%
7.0%
12.0%
17.0%
22.0%
27.0%
%SalesRateChange
Regular Price and Price Change
volume
price
©2017 AFSTechnologies, Inc.,Confidential Information
HOW TO READ: PRICE ELASTICITY
Regular pricing strategy depends on an item’s current elasticity, which for Consumer Packaged Goods usually
ranges from 0 to -3.5
General pricing actions are as follows:
Assess a regular price decrease. Consumers are very sensitive
to price changes. Little product differentiation and/or low
brand loyalty is typical.
You may have the ability to increase regular price depending
on promotional response. May have higher than average
brand loyalty.
You have the ability to increase your regular price (and
profits) with limited volume loss. Typically niche items,
infrequent purchase or with high brand loyalty or few items in
the competitive set.0
-0.5
-1.0
-1.5
-2.5
-2.0
-3.0
-3.5
Very High
(-2.26 & greater)
High
(-1.51 TO -2.25)
Moderate
(-1.01 TO -1.50)
Low
(0 TO -1.00)
Be cautious when increasing price because of volume loss. It
may be profitable to decrease price. Items typically have large
interchangeability or larger consideration set.
Medium
(-1.01 TO -1.50)
©2017 AFSTechnologies, Inc.,Confidential Information
-1.50 -2.00
Less
Sensitive
Cheese
Soap
Dry Pasta
Yogurt
Coffee
Sports Drinks
Beer
Breakfast Meat
Frozen Pizza
SS Juice
Liquor
Cracker
-1.00
Candy
Soup
More
Sensitive
Frozen Entrees
More Sensitive
Low Brand Loyalty
Little Product Differentiation
Large number of Competitors
Less Sensitive
High Brand Loyalty
Infrequent Purchase
Small number of Competitors
Brand X PPG Avg.
-2.44
Category PPG Avg.
-1.71
PRICE SENSITIVITY VARIES BY CATEGORY
Although the Category Shoppers are normally more price sensitive, Brand X Shoppers products are especially sensitive
Total U.S. Food Industry Benchmarks
10
ELASTICITY
Regular price elasticity is broken into competitive and own effects.
External Competition
Products in other brands
Own Price Effect
Total Elasticity
What if I raised price and no
competitors followed?
Own Elasticity
What if I raised price and all
competitors followed?
Outcome: Significant sales volume change Outcome: Muted impact on sales volume
Own Competition
Products in the same
brand/manufacturer
Own Price Effect
©2017 AFSTechnologies, Inc.,Confidential Information
$1.79
-10%
$1.83
-8%
$1.87
-6%
$1.91
-4%
$1.95
-2%
$1.99
0%
$2.03
2%
$2.07
4%
$2.11
6%
$2.15
8%
$2.19
10%
Brand Example 21.9% 17.0% 12.3% 8.0% 3.9% 0.0% -3.7% -7.1% -10.4% -13.5% -16.4%
Price Threshold 28.0% 22.8% 18.0% 13.4% 9.1% 0.0% -8.5% -11.8% -14.9% -17.8% -20.6%
-30.0%
-20.0%
-10.0%
0.0%
10.0%
20.0%
30.0%
40.0%
VolumeChange
Price Change
Price Threshold
E.g. Threshold at $1.99 with 5%
impact
Standard Elasticity
E.g. elasticity = -1.88
PRICE THRESHOLD
Price threshold s look for price points or gaps that consumers are more sensitive to. A price change that crosses a
threshold will lead to a larger volume change than a same-size price change that does not cross a threshold.
12
EDLP
Divert trade investment away
from promotions to keep base
price low on an everyday basis
Options
Ability to leverage both base and
promotion, depending on
objectives and retailer’s category
strategy
High-Shallow
Reduce depth of promotional
discounts or increase everyday
price to recapture margin and
drive additional GP
High-Low
Invest in promotion to drive
volume and protect share by
increasing base price to fund
additional promotion
depth/frequency
PRICING STRATEGY
Decision Framework for Price Changes & Promotional Discounts
Low HighPromotional Price Elasticity/Intensity
Low
High
BasePriceElasticity
©2017 AFSTechnologies, Inc.,Confidential Information
PRICING STRATEGY
HYBRID
HI-LOW
HI-NO
EDLP
Current
Discount
Optimal
Discount*
Item 1 15% 25%
Item 2 20% 25%
Item 3 25% 30%
Retailer A
Brand X in Retailer A is highly
responsive to promotions. Current
promotional depth is lower than the
competition and not meeting the
potential of lifts achievable.
* Optimal discount is based off the additional lift in volume
along with the cost of running promotions using the 20%
Retailer Margin assumption
©2017 AFSTechnologies, Inc.,Confidential Information
PRICING SIMULATION
Combines
• Price Elasticity
• Cross Elasticity
• Price Thresholds
• Channel / Account Specific
To create what if scenarios
©2017 AFSTechnologies, Inc.,Confidential Information
THANK YOU!
Q & A
Next Session: Promotion Analysis with Predicative Analytics Workshop

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Pricing Optimization Workshop

  • 1. ©2017 AFSTechnologies, Inc.,Confidential Information Pricing Optimization Workshop 2017 AFS USER CONFERENCE “Practical Analytics for Everyday Decision Making”
  • 2. ©2017 AFSTechnologies, Inc.,Confidential Information Mike Bruening Vice President Analytics at Genpact 12 Years at Nabisco in Field and HQ Sales Price and Promotion Analytics at IRI, IBM, Nielsen Founding Board member at Promotion Optimization Institute SPEAKER
  • 3. ©2017 AFSTechnologies, Inc.,Confidential Information HISTORY OF PRICING
  • 4. ©2017 AFSTechnologies, Inc.,Confidential Information HISTORY OF ANALYTICS
  • 6. ©2017 AFSTechnologies, Inc.,Confidential Information PRICING ANALYTICS • Price Elasticity • Cross Elasticity • Price Thresholds • Everyday Pricing vs. Promoted Pricing • Pricing Simulation
  • 7. ©2017 AFSTechnologies, Inc.,Confidential Information PRICING ELASTICITY Elasticity is the measure of the corresponding change in volume that occurs when price changes. It is explained in increments of 1% or -1.88 elasticity. A 1% change in price results in a 1.88% change in volume. $1.82 -10% $1.86 -8% $1.90 -6% $1.94 -4% $1.99 -2% $2.03 0% $2.07 2% $2.11 4% $2.15 6% $2.19 8% $2.23 10% Brand Example 21.9% 17.0% 12.3% 8.0% 3.9% 0.0% -3.7% -7.1% -10.4% -13.5% -16.4% -18.0% -13.0% -8.0% -3.0% 2.0% 7.0% 12.0% 17.0% 22.0% 27.0% %SalesRateChange Regular Price and Price Change volume price
  • 8. ©2017 AFSTechnologies, Inc.,Confidential Information HOW TO READ: PRICE ELASTICITY Regular pricing strategy depends on an item’s current elasticity, which for Consumer Packaged Goods usually ranges from 0 to -3.5 General pricing actions are as follows: Assess a regular price decrease. Consumers are very sensitive to price changes. Little product differentiation and/or low brand loyalty is typical. You may have the ability to increase regular price depending on promotional response. May have higher than average brand loyalty. You have the ability to increase your regular price (and profits) with limited volume loss. Typically niche items, infrequent purchase or with high brand loyalty or few items in the competitive set.0 -0.5 -1.0 -1.5 -2.5 -2.0 -3.0 -3.5 Very High (-2.26 & greater) High (-1.51 TO -2.25) Moderate (-1.01 TO -1.50) Low (0 TO -1.00) Be cautious when increasing price because of volume loss. It may be profitable to decrease price. Items typically have large interchangeability or larger consideration set. Medium (-1.01 TO -1.50)
  • 9. ©2017 AFSTechnologies, Inc.,Confidential Information -1.50 -2.00 Less Sensitive Cheese Soap Dry Pasta Yogurt Coffee Sports Drinks Beer Breakfast Meat Frozen Pizza SS Juice Liquor Cracker -1.00 Candy Soup More Sensitive Frozen Entrees More Sensitive Low Brand Loyalty Little Product Differentiation Large number of Competitors Less Sensitive High Brand Loyalty Infrequent Purchase Small number of Competitors Brand X PPG Avg. -2.44 Category PPG Avg. -1.71 PRICE SENSITIVITY VARIES BY CATEGORY Although the Category Shoppers are normally more price sensitive, Brand X Shoppers products are especially sensitive Total U.S. Food Industry Benchmarks
  • 10. 10 ELASTICITY Regular price elasticity is broken into competitive and own effects. External Competition Products in other brands Own Price Effect Total Elasticity What if I raised price and no competitors followed? Own Elasticity What if I raised price and all competitors followed? Outcome: Significant sales volume change Outcome: Muted impact on sales volume Own Competition Products in the same brand/manufacturer Own Price Effect
  • 11. ©2017 AFSTechnologies, Inc.,Confidential Information $1.79 -10% $1.83 -8% $1.87 -6% $1.91 -4% $1.95 -2% $1.99 0% $2.03 2% $2.07 4% $2.11 6% $2.15 8% $2.19 10% Brand Example 21.9% 17.0% 12.3% 8.0% 3.9% 0.0% -3.7% -7.1% -10.4% -13.5% -16.4% Price Threshold 28.0% 22.8% 18.0% 13.4% 9.1% 0.0% -8.5% -11.8% -14.9% -17.8% -20.6% -30.0% -20.0% -10.0% 0.0% 10.0% 20.0% 30.0% 40.0% VolumeChange Price Change Price Threshold E.g. Threshold at $1.99 with 5% impact Standard Elasticity E.g. elasticity = -1.88 PRICE THRESHOLD Price threshold s look for price points or gaps that consumers are more sensitive to. A price change that crosses a threshold will lead to a larger volume change than a same-size price change that does not cross a threshold.
  • 12. 12 EDLP Divert trade investment away from promotions to keep base price low on an everyday basis Options Ability to leverage both base and promotion, depending on objectives and retailer’s category strategy High-Shallow Reduce depth of promotional discounts or increase everyday price to recapture margin and drive additional GP High-Low Invest in promotion to drive volume and protect share by increasing base price to fund additional promotion depth/frequency PRICING STRATEGY Decision Framework for Price Changes & Promotional Discounts Low HighPromotional Price Elasticity/Intensity Low High BasePriceElasticity
  • 13. ©2017 AFSTechnologies, Inc.,Confidential Information PRICING STRATEGY HYBRID HI-LOW HI-NO EDLP Current Discount Optimal Discount* Item 1 15% 25% Item 2 20% 25% Item 3 25% 30% Retailer A Brand X in Retailer A is highly responsive to promotions. Current promotional depth is lower than the competition and not meeting the potential of lifts achievable. * Optimal discount is based off the additional lift in volume along with the cost of running promotions using the 20% Retailer Margin assumption
  • 14. ©2017 AFSTechnologies, Inc.,Confidential Information PRICING SIMULATION Combines • Price Elasticity • Cross Elasticity • Price Thresholds • Channel / Account Specific To create what if scenarios
  • 15. ©2017 AFSTechnologies, Inc.,Confidential Information THANK YOU! Q & A Next Session: Promotion Analysis with Predicative Analytics Workshop