The Price is Right: Strategies for Omnichannel Pricing
-
Upload
alison-raffalovich -
Category
Retail
-
view
124 -
download
1
Transcript of The Price is Right: Strategies for Omnichannel Pricing
1
Wednesday, June 17, 20152:00 pm ET
The Price is Right: Strategies for Omnichannel Pricing
Sponsored By:
Moderator:
Speakers:
Web Seminar Panelists
Joe SkorupaEditorial DirectorRIS News
Josh PollackAssociate PartnerThe Parker Avery Group
Jeff MooreChief Science OfficerRevionics Sponsored By:
Confidential ©2015 Revionics, Inc.
Age of Disruption• Technological advances are creating two opposing forces
driving regular pricing policies– Improved ability to price discriminate - leading to differentiated pricing– Increases in price transparency - leading to enterprise pricing
• In deciding which path to take, retailers must consider and balance three factors
– Incremental margin derived from differential prices– Ongoing cost to deploy the different pricing models– Impact on customer perception
4
Confidential ©2015 Revionics, Inc.
Differentiated Pricing• Move to differentiated pricing is driven by:
– Availability of tools / software
– Desire to capture margin
– Increasing customer acceptance
5
Confidential ©2015 Revionics, Inc.
Differentiated Pricing: Benefits
• Incremental gross margin
• Ability to respond to local pricing
6
Confidential ©2015 Revionics, Inc.
Differentiated Pricing: Implications• A price zone strategy must be developed, considering a variety of
factors:– Regional / cross-shopping– Competitors– Marketing– Elasticity– Cost-to-serve– Sales channel
• Appropriate policies and employee training must be in place to reduce negative customer perceptions
7
Confidential ©2015 Revionics, Inc.
Enterprise Pricing• Move to enterprise pricing is driven by:
– Increase in customer touchpoints
– Omnichannel customers are most likely to discover price discrimination
– Negative perceptions of price discrimination from younger, tech-savvy consumers
– Cumbersome mechanisms for isolating price messages
8
Confidential ©2015 Revionics, Inc.
Enterprise Pricing: Benefits• Ease of enabling and maintaining
• Lower investment required
• Ease of managing promotions and promotional pricing
• Reduced risk of being wrongly identified as “gouging” or “deceptive”
• Reduced risk of legal action
• May reinforce price leadership position
Confidential ©2015 Revionics, Inc.
• Factors that influence customer acceptance– Product offering
– Cost to serve
– High vs. low involvement purchases
– Ability to isolate price messages to distinct customers
– Age and tech-savviness of the customer
Which Way to Go?
10
11
If your company is considering changing their approach to omnichannel pricing, how are you evaluating the options?
1. Moving from enterprise (single) to differentiated pricing2. Moving from differentiated to enterprise pricing3. Refining existing approach (getting better at it)4. We are still using Excel spreadsheets, making choosing the 'right'
strategy challenging
12
If your company is considering changing their approach to omnichannel pricing, how are you evaluating the options?
(actual poll results from June 17 webinar participants)
Confidential ©2015 Revionics, Inc.
Elasticity Characteristics
• Low Elasticity• Limited product choices (few
substitutes)• Strong brand loyalty• Perishable / not stockpiled• Inflexible customer consumption
behavior• Low price per unit relative to basket• Generally, less commoditized
Low elasticity products:Candidates for price increases
• High Elasticity• Extensive product choices (many
substitutes)• Lack of brand loyalty• Items that are stockpiled• Flexible customer consumption
behavior• High price per unit relative to basket• Generally, more commoditized
High elasticity products:Candidates for price reductions
14
Confidential ©2015 Revionics, Inc.
• Effective clustering is a tradeoff between opportunity (benefits) and ease of execution.
• Store cluster analysis helps to find the “sweet spot” between opportunity and ease of execution in zone pricing.
Localized PricingOpportunity vs. Ease of Execution
Number of Clusters
15
Confidential ©2015 Revionics, Inc.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 150.0%
0.5%
1.0%
1.5%
2.0%
2.5%
3.0%Pr
ofit
Impr
ovem
ent
Number of Price Zones
Zone Pricing Opportunity
Profit OpportunityIncremental Benefit
Opportunity from Localized Pricing
5 zones yield 2.1% profit improvementover a single-zone
pricing
16
Confidential ©2015 Revionics, Inc.
• Group stores with similar customer and elasticity characteristics
• Group by two different elasticity variables: – by revenue, by confidence
Clustering by Elasticity
17
Confidential ©2015 Revionics, Inc.
• Principal Components Analysis (PCA) is used to “separate” variables into uncorrelated factors
• The factors are filtered for significance using a statistical t-test
• Filtered factors are used in a linear regression against raw elasticity to compute regressed store elasticities
• Regressed store elasticities are clustered for similarity
Demographic ClusteringWhat factors explain differing price sensitivity?
PCA
Demographic Variables
Store Attributes
Competitive Information
Regressionagainst
ElasticityClustering
18
Confidential ©2015 Revionics, Inc. 19
Customer Price Sensitivity
Confidential ©2014 Revionics, Inc.
Factor Ranking Contribution Interpretation
Latitude (-) 1 12% Elasticity generally increases to the south
Population Growth (+) 2 8% High elasticity associated with high-growth areas
Sales Per SqFt (-) 3 6% Elasticity decreases with greater sales productivity per sq. ft
Population Density (+) 4 5% Elasticity increases with greater pop. density
Longitude (-) 5 5% Elasticity generally increases to the west
Median Age (+) 6 5% Elasticity increases with median population age
Total Competition (+) 7 5% Elasticity increases with competition
WmrtSC Proximity (+) 8 2% Elasticity increases with proximity to WalMart Super Centers
Primary Influencing Factors
Confidential ©2015 Revionics, Inc.
Customer Price Sensitivity Varies
High
Medium
Low
Elasticity
0 5 10 15 200
0.5
1
1.5
2
2.5
Number of Zones
Opp
ortu
nity
(Per
cent
)
Opportunity versus Zone Count
Current ZonesRandom ZonesOptimal Zones
20
Confidential ©2015 Revionics, Inc.
Items exhibit higher price sensitivity online
e-Channel vs. Brick-and-Mortar
21
Confidential ©2015 Revionics, Inc.
Promotional vs. Base Elasticity
Promotions drive increased price response from consumers. We can observe this behavior in the demand history by comparing base price vs. promotion elasticity
22
Moderator:
Speakers:
Q & A Session
Joe SkorupaEditorial DirectorRIS News
Josh PollackAssociate PartnerThe Parker Avery Group
Jeff MooreChief Science OfficerRevionics Sponsored By:
25
RIS News thanks the panel for their participation and insight and also our sponsor:
Missed a recent Web Seminar? Go to www.risnews.comand click on the “Web Events”
Tab to view recorded Web Seminars On Demand!
Thank you for attending this Web seminar!
The recording will be available within 2 hoursat www.risnews.com/web-events