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Pricing webinar
John Ashraf
Product Owner, pricing &
Portfolio management
Sharing Best Practices In Pricing Research
About SKIM
> Global pricing partner to many multinational companies
> Over 35 years of rigorous experience in pricing research
> Thorough understanding of the pricing challenges you face
> Innovative frontrunners in pricing research and methodologies
> We deliver actionable results during interactive pricing workshops
200 pricing studies in
the past 5 years
18 7000 500 45
Pricing
Price management should involve
costs, customer demand (sales), and
assessment of competition.
Approach Based on Ignores Liked by
Cost – Plus Costs (+ profit) Competition, customers Finance
Market based
Competition (vs.
competitor prices)
Cost, customers Sales
Value based
Customers (willingness
to pay)
Cost Marketing
Cost – Plus
Pricing approach
• Oldest and (still) most popular
approach
• Simple: determine the cost of
each product and add a
markup
• Objective and financially
prudent but...
• Internally focused: has
nothing to do with the market
• May not optimize market
potential, nor profitability
• May lead to distorted prices
over time
+%
Market based
Pricing approach
• Based solely on the prices being offered by
competition (or in most extreme cases depends on
supply / demand ratio)
• Commonly applied in commodities
• Does not consider differences or changes in
customers’ value perception across competitors
Value based
Pricing approach
• Price is driven by customer value
• Frequently applied in CPG
• Based on customer research
• Heavily restricted by competition
Bottom line,
all three factors
should be taken
into account
when managing
price
customer
competition costs
price
Different stakeholders
and their priorities
How do I get my
products on the front
row of the shops?
Which features
should the 2015
models have
What will the
impact be on net
contribution?
What will be the
impact on volume?
We must go up 3
share points to
prove leadership
Evaluating
your price
Price / value mapping
Understand how customers
perceive products
Explain and predict
market share evolution
Immediately view of your
product competitiveness
Why price / value mapping?
1. Understand how customers perceive products
> Measure value of different product benefits of
products in the market
> Map this out against the sales price
> Draw a “Value Equivalence Line” (VEL) to indicate
whether the price of a product matches its perceived value
Price / value mapping
Start with determining the perceived value of product features
Rating (10-pt scale) Weight
Fast
Food
Brasserie Bistro Luxury
Michelin
Star
Food Quality 20% 3 5 5 7 9
Food Sophistication 25% 1 3 3 5 9
Restaurant Location 5% 5 8 6 4 3
Décor 20% 1 3 5 6 8
Service 30% 3 4 5 7 9
Total score 2.2 4.0 4.6 6.2 8.5
Average price 8€ 16€ 22€ 60€ 75€
Price / value mapping
Price is based on average price for 2-course dinner, excluding drinks.
0 €
10 €
20 €
30 €
40 €
50 €
60 €
70 €
80 €
0 1 2 3 4 5 6 7 8 9 10
Price
Perceived Product Value
Fast Food
Brasserie
Bistro
Luxury
Michelin Star
Value Equation Line
Why price / value mapping?
2. Explain and predict market share evolution
> Compare products in the market to see if they offer more or
less value vs. the VEL and vs. competition
> If performing lower, the product is a ‘share-loser’. If
performing higher, the product is a ‘share-gainer’
Price / value mapping
Price is based on average price for 2-course dinner, excluding drinks.
0 €
10 €
20 €
30 €
40 €
50 €
60 €
70 €
80 €
0 1 2 3 4 5 6 7 8 9 10
Price
Perceived Product Value
Fast Food
Brasserie
Bistro
Luxury
Michelin Star
Value Equation Linevalue
disadvantage
value
advantage
share ‘losers’
share ‘gainers’
Price / value mapping
What if something happens that ‘disrupts’ the market?
0 €
10 €
20 €
30 €
40 €
50 €
60 €
70 €
80 €
0 1 2 3 4 5 6 7 8 9 10
Price
Perceived Product Value
Fast Food
Brasserie
Bistro
Luxury
Michelin Star
old value
new value
Why price / value mapping?
3. Immediately view of your product competitiveness
> For existing products: if performing below competition, a
price change or benefit upgrade may be in order
> For new products: assessing the right price based on the
value map
> Depending on the product costs
> Depending on the position vs. the VEL
> Depending on the position vs. competition
Price / value mapping
Adjusting your position
0 €
10 €
20 €
30 €
40 €
50 €
60 €
70 €
80 €
0 1 2 3 4 5 6 7 8 9 10
Price
Perceived Product Value
Fast Food
Brasserie
Bistro
Luxury
Michelin Star
1
2
3
Option 1:
improve product value, increase Decor
by remodeling (currently ‘6’) and/or Food
Sophistication by changing Chef
(currently ‘5’)?
Option 2:
reduce prices
Option 3:
a combination of option 1 and 2
Price
elasticity
Price elasticity
Price
Demand
Revenue
Δ Demand
Δ Price
PS =
P2 P1
D2
D1
Price elasticity
Price
Demand
Price <
Revenue >
PriceDemand
Price >
Revenue >
-∞ < PS < -1 -1 < PS < 0
High price sensitivity Low price sensitivity
Example of Price-Demand curve:
20.00
40.00
60.00
80.00
100.00
120.00
140.00
27.95 29.95 31.95 33.95 35.95 37.95 39.95 41.95 43.95 45.95 47.95 49.95 51.95 53.95 55.95 57.95 59.95
Volumeindex
Price
Depending on what changes in
the market, PE can be different!
The more products change in price in tandem, the lower the PE
– Within the same brand: consumers are more inclined to stay
within the brand they like but search for the best deal within the
brand.
– Competitive response: if competition (especially if it is a main
competitor of your brand) changes in price as well, there will be
less incentive to switch
Pricing
Research
methods
2 basic types of pricing
Research methodologies
rear view forward looking
Rear View
Research methodologies
> Marketing mix modeling
> Store level modeling
> Consumer tracking studies
Marketing Mix
Modeling
• Developed in the 1950’s, but very popular in the last ten years
• Uses syndicated point-of-sale data and companies’ internal data
• At least 2 years of weekly data by store is usually recommended
• Estimates the effectiveness (ROI) of each marketing element: TV Ads, GRP levels,
Promotions, Featuring, Price, Distribution, Competitive activities
• Applies regression models on time series (linear and non-linear)
• Price elasticity is usually modeled as one PE figure per brand
• Assumes factors affecting future price sensitivity will remain constant
Rear View
Research methodologies
Pros
> If detailed data is available (weekly,
by store), rather accurate model of
what happened in the past
> Excellent tool to determine ROI on
marketing efforts
Cons
> Data often not available
> Limited to events from the past
> Rarely accounts for changes in price
sensitivity due to e.g. changing economic
cycles (e.g. inflationary periods), new
market developments (e.g. new
competitive entries), or increased brand
equity.
Forward Looking
Research methodologies
> Van Westendorp
> Conjoint analysis
Van Westendorp
Price Meter
1976
Introduction Respondents
Identify
Price points
Optimal
Price range
Respondents are
capable of
envisioning critical
price points
4 open questions
to assess when the product is
iPhone 4
Cheap?
€ …….
iPhone 4
So cheap you would
doubt its quality?
€ …….
iPhone 4
Expensive?
€ …….
iPhone 4
So expensive you
would never buy it?
€ …….
Analysis of data
0%
20%
40%
60%
80%
100%
€0.00 €100.00 €200.00 €300.00 €400.00 €500.00
Too cheap
Not cheap
Not expensive
Too expensive
IPP
OPP
PMC
PME
“A word of caution is in order:
price-consciousness of this
nature should never be equated
with propensity to buy.”
Pros and cons
Van Westendorp Price Meter
Able to identify optimal price points.
But:
Does not take competitive products
into consideration
Is very cognitive (not intuitive)
When to use.
So far, one of the best method for
new products, which are new to the
market, and for which there is no
competition (yet).
Conjoint analysis as a
decision-making tool
Discrete Choice Modeling
> Widely used consumer choice model
> Uses ‘utilities’ to indicate consumer sensitivities towards product
characteristics such as price, pack size, features, brand, etc.
> Utilities are estimated at an individual level through Hierarchical
Bayes estimation
> Utilities are used to estimate ‘share of preference’ or
‘share of choice’ for products given a certain competitive set.
Which product would you buy?
€ 699€ 499€ 469
iPhone 6Samsung Galaxy S4Nokia Lumia 1520
A B C
Which product would you buy?
€ 649€ 699€ 399
iPhone 6Samsung Galaxy S4Nokia Lumia 1520
A B C
Price Elasticity measured via CBC
>
Conjoint choice
tasks
Calculate utilities
of attributes
Create
simulation model:
Run millions of
scenarios
> >
Choice-based Conjoint
Intuitive method that takes competition into consideration
Changing other product characteristics is also possible
• Portfolio management
• Different executions of price changes (e.g. via pack size changes)
• Feature optimization
When to use?
• For a thorough read on sensitivity towards price, brand, and other
product characteristics in a competitive market.
• You can investigate price interactions, cannibalization effects and
optimize your offering
CBC Which would you choose?
CBC Product composition
Attributes
Levels
Pricing research
Same input > different outcomes
27% or 34%
CBC virtual shelf environment
Different from econometric analyses
CBC indicates price changes for which
no historic data exist
+20%
-20%
€3.99
+20%
-20%
€4.99
Tips for setting up a pricing study
with conjoint
> Ensure you include the whole relevant competitive set
> Ensure you cover at least 70% of the market, to cover the interactions
for main products
> Display brands in the proportions they are available in the market (e.g. if brand
A has 40% of shelf share, 40% of the products shown should be of that brand)
> In each choice task, show a good portion of the market, ensuring consumers
can make the choices they would in reality
> And of course, use visuals and actual pack shots to enhance realism
50
Whopper $3.50 California W. $ 4.50
Omega3 $3.75 Chicken Deli $ 3.50
Cheddar $0.50 American cheese
$ 0.75
Crispy Onions
$1.50
Bacon
$1.50
Curly fries $1.25
French fries $1.05
✔ ✔
✔
✔
✔
Total price $ 8.50
How menu-based conjoint works
>
Select
Multiple items
Selections can
be restricted
Multiple items
or bundles on
each menu
Prices of
individual items vary
> >
Testing a LOT of attributes - ACBC
ACBC should be used in complex
markets with a large amount of
products available - so that
customers need to define an
evoked set for themselves.
What have we learned so far
1. Price elasticity acts as a compass to guide your pricing activities
and is a reflection of your brand and portfolio strengths
2. Market-mix modeling is great for modeling activities that were done
several times before but lack when testing new hypotheses
3. Conjoint analysis allows for market simulation and understanding
choice drivers allowing optimization on the product, brand and
portfolio levels and simulating competitive what-if scenarios
Pricing and e-commerce
Go to www.skimgroup.com/webinars
for today’s presentation slides and more!
#skimwebinar
Share your
thoughts online:
John Ashraf
Product Owner, pricing &
Portfolio management

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Webinar "The art of pricing"

  • 1. Pricing webinar John Ashraf Product Owner, pricing & Portfolio management Sharing Best Practices In Pricing Research
  • 2. About SKIM > Global pricing partner to many multinational companies > Over 35 years of rigorous experience in pricing research > Thorough understanding of the pricing challenges you face > Innovative frontrunners in pricing research and methodologies > We deliver actionable results during interactive pricing workshops
  • 3. 200 pricing studies in the past 5 years 18 7000 500 45
  • 5. Price management should involve costs, customer demand (sales), and assessment of competition. Approach Based on Ignores Liked by Cost – Plus Costs (+ profit) Competition, customers Finance Market based Competition (vs. competitor prices) Cost, customers Sales Value based Customers (willingness to pay) Cost Marketing
  • 6. Cost – Plus Pricing approach • Oldest and (still) most popular approach • Simple: determine the cost of each product and add a markup • Objective and financially prudent but... • Internally focused: has nothing to do with the market • May not optimize market potential, nor profitability • May lead to distorted prices over time +%
  • 7. Market based Pricing approach • Based solely on the prices being offered by competition (or in most extreme cases depends on supply / demand ratio) • Commonly applied in commodities • Does not consider differences or changes in customers’ value perception across competitors
  • 8. Value based Pricing approach • Price is driven by customer value • Frequently applied in CPG • Based on customer research • Heavily restricted by competition
  • 9. Bottom line, all three factors should be taken into account when managing price customer competition costs price
  • 10. Different stakeholders and their priorities How do I get my products on the front row of the shops? Which features should the 2015 models have What will the impact be on net contribution? What will be the impact on volume? We must go up 3 share points to prove leadership
  • 11.
  • 13. Price / value mapping Understand how customers perceive products Explain and predict market share evolution Immediately view of your product competitiveness
  • 14. Why price / value mapping? 1. Understand how customers perceive products > Measure value of different product benefits of products in the market > Map this out against the sales price > Draw a “Value Equivalence Line” (VEL) to indicate whether the price of a product matches its perceived value
  • 15. Price / value mapping Start with determining the perceived value of product features Rating (10-pt scale) Weight Fast Food Brasserie Bistro Luxury Michelin Star Food Quality 20% 3 5 5 7 9 Food Sophistication 25% 1 3 3 5 9 Restaurant Location 5% 5 8 6 4 3 Décor 20% 1 3 5 6 8 Service 30% 3 4 5 7 9 Total score 2.2 4.0 4.6 6.2 8.5 Average price 8€ 16€ 22€ 60€ 75€
  • 16. Price / value mapping Price is based on average price for 2-course dinner, excluding drinks. 0 € 10 € 20 € 30 € 40 € 50 € 60 € 70 € 80 € 0 1 2 3 4 5 6 7 8 9 10 Price Perceived Product Value Fast Food Brasserie Bistro Luxury Michelin Star Value Equation Line
  • 17. Why price / value mapping? 2. Explain and predict market share evolution > Compare products in the market to see if they offer more or less value vs. the VEL and vs. competition > If performing lower, the product is a ‘share-loser’. If performing higher, the product is a ‘share-gainer’
  • 18. Price / value mapping Price is based on average price for 2-course dinner, excluding drinks. 0 € 10 € 20 € 30 € 40 € 50 € 60 € 70 € 80 € 0 1 2 3 4 5 6 7 8 9 10 Price Perceived Product Value Fast Food Brasserie Bistro Luxury Michelin Star Value Equation Linevalue disadvantage value advantage share ‘losers’ share ‘gainers’
  • 19. Price / value mapping What if something happens that ‘disrupts’ the market? 0 € 10 € 20 € 30 € 40 € 50 € 60 € 70 € 80 € 0 1 2 3 4 5 6 7 8 9 10 Price Perceived Product Value Fast Food Brasserie Bistro Luxury Michelin Star old value new value
  • 20. Why price / value mapping? 3. Immediately view of your product competitiveness > For existing products: if performing below competition, a price change or benefit upgrade may be in order > For new products: assessing the right price based on the value map > Depending on the product costs > Depending on the position vs. the VEL > Depending on the position vs. competition
  • 21. Price / value mapping Adjusting your position 0 € 10 € 20 € 30 € 40 € 50 € 60 € 70 € 80 € 0 1 2 3 4 5 6 7 8 9 10 Price Perceived Product Value Fast Food Brasserie Bistro Luxury Michelin Star 1 2 3 Option 1: improve product value, increase Decor by remodeling (currently ‘6’) and/or Food Sophistication by changing Chef (currently ‘5’)? Option 2: reduce prices Option 3: a combination of option 1 and 2
  • 24. Price elasticity Price Demand Price < Revenue > PriceDemand Price > Revenue > -∞ < PS < -1 -1 < PS < 0 High price sensitivity Low price sensitivity
  • 25. Example of Price-Demand curve: 20.00 40.00 60.00 80.00 100.00 120.00 140.00 27.95 29.95 31.95 33.95 35.95 37.95 39.95 41.95 43.95 45.95 47.95 49.95 51.95 53.95 55.95 57.95 59.95 Volumeindex Price
  • 26. Depending on what changes in the market, PE can be different! The more products change in price in tandem, the lower the PE – Within the same brand: consumers are more inclined to stay within the brand they like but search for the best deal within the brand. – Competitive response: if competition (especially if it is a main competitor of your brand) changes in price as well, there will be less incentive to switch
  • 28. 2 basic types of pricing Research methodologies rear view forward looking
  • 29. Rear View Research methodologies > Marketing mix modeling > Store level modeling > Consumer tracking studies
  • 30. Marketing Mix Modeling • Developed in the 1950’s, but very popular in the last ten years • Uses syndicated point-of-sale data and companies’ internal data • At least 2 years of weekly data by store is usually recommended • Estimates the effectiveness (ROI) of each marketing element: TV Ads, GRP levels, Promotions, Featuring, Price, Distribution, Competitive activities • Applies regression models on time series (linear and non-linear) • Price elasticity is usually modeled as one PE figure per brand • Assumes factors affecting future price sensitivity will remain constant
  • 31. Rear View Research methodologies Pros > If detailed data is available (weekly, by store), rather accurate model of what happened in the past > Excellent tool to determine ROI on marketing efforts Cons > Data often not available > Limited to events from the past > Rarely accounts for changes in price sensitivity due to e.g. changing economic cycles (e.g. inflationary periods), new market developments (e.g. new competitive entries), or increased brand equity.
  • 32. Forward Looking Research methodologies > Van Westendorp > Conjoint analysis
  • 33. Van Westendorp Price Meter 1976 Introduction Respondents Identify Price points Optimal Price range Respondents are capable of envisioning critical price points
  • 34. 4 open questions to assess when the product is iPhone 4 Cheap? € ……. iPhone 4 So cheap you would doubt its quality? € ……. iPhone 4 Expensive? € ……. iPhone 4 So expensive you would never buy it? € …….
  • 35. Analysis of data 0% 20% 40% 60% 80% 100% €0.00 €100.00 €200.00 €300.00 €400.00 €500.00 Too cheap Not cheap Not expensive Too expensive IPP OPP PMC PME
  • 36. “A word of caution is in order: price-consciousness of this nature should never be equated with propensity to buy.”
  • 37. Pros and cons Van Westendorp Price Meter Able to identify optimal price points. But: Does not take competitive products into consideration Is very cognitive (not intuitive) When to use. So far, one of the best method for new products, which are new to the market, and for which there is no competition (yet).
  • 38. Conjoint analysis as a decision-making tool
  • 39. Discrete Choice Modeling > Widely used consumer choice model > Uses ‘utilities’ to indicate consumer sensitivities towards product characteristics such as price, pack size, features, brand, etc. > Utilities are estimated at an individual level through Hierarchical Bayes estimation > Utilities are used to estimate ‘share of preference’ or ‘share of choice’ for products given a certain competitive set.
  • 40. Which product would you buy? € 699€ 499€ 469 iPhone 6Samsung Galaxy S4Nokia Lumia 1520 A B C
  • 41. Which product would you buy? € 649€ 699€ 399 iPhone 6Samsung Galaxy S4Nokia Lumia 1520 A B C
  • 42. Price Elasticity measured via CBC > Conjoint choice tasks Calculate utilities of attributes Create simulation model: Run millions of scenarios > >
  • 43. Choice-based Conjoint Intuitive method that takes competition into consideration Changing other product characteristics is also possible • Portfolio management • Different executions of price changes (e.g. via pack size changes) • Feature optimization When to use? • For a thorough read on sensitivity towards price, brand, and other product characteristics in a competitive market. • You can investigate price interactions, cannibalization effects and optimize your offering
  • 44. CBC Which would you choose?
  • 46. Pricing research Same input > different outcomes 27% or 34%
  • 47. CBC virtual shelf environment
  • 48. Different from econometric analyses CBC indicates price changes for which no historic data exist +20% -20% €3.99 +20% -20% €4.99
  • 49. Tips for setting up a pricing study with conjoint > Ensure you include the whole relevant competitive set > Ensure you cover at least 70% of the market, to cover the interactions for main products > Display brands in the proportions they are available in the market (e.g. if brand A has 40% of shelf share, 40% of the products shown should be of that brand) > In each choice task, show a good portion of the market, ensuring consumers can make the choices they would in reality > And of course, use visuals and actual pack shots to enhance realism
  • 50. 50 Whopper $3.50 California W. $ 4.50 Omega3 $3.75 Chicken Deli $ 3.50 Cheddar $0.50 American cheese $ 0.75 Crispy Onions $1.50 Bacon $1.50 Curly fries $1.25 French fries $1.05 ✔ ✔ ✔ ✔ ✔ Total price $ 8.50
  • 51. How menu-based conjoint works > Select Multiple items Selections can be restricted Multiple items or bundles on each menu Prices of individual items vary > >
  • 52. Testing a LOT of attributes - ACBC ACBC should be used in complex markets with a large amount of products available - so that customers need to define an evoked set for themselves.
  • 53. What have we learned so far 1. Price elasticity acts as a compass to guide your pricing activities and is a reflection of your brand and portfolio strengths 2. Market-mix modeling is great for modeling activities that were done several times before but lack when testing new hypotheses 3. Conjoint analysis allows for market simulation and understanding choice drivers allowing optimization on the product, brand and portfolio levels and simulating competitive what-if scenarios
  • 55. Go to www.skimgroup.com/webinars for today’s presentation slides and more! #skimwebinar Share your thoughts online: John Ashraf Product Owner, pricing & Portfolio management