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1 CASE
Pizza in Moscow
TARGET AUDIENCE
It is a place where customers
may receive quick, tasty, and
inexpensive meal.
 On weekdays – employees
from nearby offices,
primarily middle managerial
staff and specialists.
 On weekends – families
NUMBER OF PRODUCTS IN THE MENU
 No more than 7 different choices of pizzas
 Chance to add extra toppings when ordering the
whole pizza
 2 choices of crust
 1-2 types of salad with option to add grilled chicken
, shrimp, or salmon
 1-2 choices of soup in a cup (for example, creamy
tomato-basil/mushroom/avgolemono)
 3-4 desserts (Italian deserts: gelato, cannoli,
tiramisu, and biscotti)
 3-4 types of drink (flavored coffee , tea, milk shakes
during summer, hot chocolate during winter)
BENEFITS OF THE MENU
 Many Russian people love to
eat soup at launch time
 Soup considered as a healthy
choice especially for children
 Most of the ingredients for
soups are the same as
ingredients for pizza (bazil,
tomato, mushrooms, cheese,
flower, butter)
 Usually, in Russia, creamy
soups are not prepared at
home, thereby encouraging
customers to try the new
product in restaurant
Soup
 It is good healthy
choice
 Same ingredients for
hot salads (chicken,
shrimp, bacon )
 There is no need to add
different sizes of pizzas
since there is an
opportunity to buy slices
 There are will be many
individual orders during
launch time. Pizza slice
will be substitute for the
order-for-one (sandwich)
Salads Pizza
BENEFITS OF THE MENU
 Italian desserts
associated with the
same cuisine as pizza
 Coffee is one of the
most popular drinks
during breakfast/launch
time/coffee breaks
Drinks and Desserts
BENEFITS OF THE MENU
ADDITIONAL RECOMMENDATION FOR PIZZA
RESTAURANT
Saving space
 Open windows with option to
extend dining area
 Open kitchen
 Orders from the table to avoid the
line at the counter
 To-go boxes for everything (1-2
slices of pizza, soup, salads, and
deserts)
 Pictures for new/exotic pizzas
(with shrimp/mango/alfredo
sauce)
2 CASE
Pizza with mango
ASSUMPTIONS
- IS may predict not only sales but also number of orders, visits,
channels, type of customers, and etc.
- It may predict for any point of time in the future
- All customers’ demographic characteristics are already in the
system.
It will allow compare “apple to apple” for each advertisement campaign
WHAT QUESTIONS CAN BE ANSWERED BASED
ON THE MODELS RESULTS
 How much revenue campaign was generated?
 How much revenue per one offer?
 Did they buy other items?
 Who responded to the offer?
 Are they returning customers?
 Where they came from? (online orders/call
centers/in store)
 Did customers shop differently?
and etc.
HOW IT WORKS
 Average check
 Median
 St.dev of predicted and real data
Top metrics related to campaign
Top metrics related to campaign
 Pizza predicted vs.
pizza real
(sales/cost/number)
 Pizza vs. “order for
one” (substitute
products)
 Comparison
complementary
products
(beverages/salads)
Top metrics related to campaign
 Who bought mango
pizza?
 Are they returning/new
customers
 What channel did they
used to order?
 Their demographic/
sociographic
ADDITIONAL METHODS TO COLLECT
INFORMATION
In addition to quantitative analysis of data from IS
following methods may be used:
o Observation (in store behavior analysis)
o Questionnaires (measure customer satisfaction)
o Interviews
o Focus group
and etc.

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Analyst

  • 2. TARGET AUDIENCE It is a place where customers may receive quick, tasty, and inexpensive meal.  On weekdays – employees from nearby offices, primarily middle managerial staff and specialists.  On weekends – families
  • 3. NUMBER OF PRODUCTS IN THE MENU  No more than 7 different choices of pizzas  Chance to add extra toppings when ordering the whole pizza  2 choices of crust  1-2 types of salad with option to add grilled chicken , shrimp, or salmon  1-2 choices of soup in a cup (for example, creamy tomato-basil/mushroom/avgolemono)  3-4 desserts (Italian deserts: gelato, cannoli, tiramisu, and biscotti)  3-4 types of drink (flavored coffee , tea, milk shakes during summer, hot chocolate during winter)
  • 4. BENEFITS OF THE MENU  Many Russian people love to eat soup at launch time  Soup considered as a healthy choice especially for children  Most of the ingredients for soups are the same as ingredients for pizza (bazil, tomato, mushrooms, cheese, flower, butter)  Usually, in Russia, creamy soups are not prepared at home, thereby encouraging customers to try the new product in restaurant Soup
  • 5.  It is good healthy choice  Same ingredients for hot salads (chicken, shrimp, bacon )  There is no need to add different sizes of pizzas since there is an opportunity to buy slices  There are will be many individual orders during launch time. Pizza slice will be substitute for the order-for-one (sandwich) Salads Pizza BENEFITS OF THE MENU
  • 6.  Italian desserts associated with the same cuisine as pizza  Coffee is one of the most popular drinks during breakfast/launch time/coffee breaks Drinks and Desserts BENEFITS OF THE MENU
  • 7. ADDITIONAL RECOMMENDATION FOR PIZZA RESTAURANT Saving space  Open windows with option to extend dining area  Open kitchen  Orders from the table to avoid the line at the counter  To-go boxes for everything (1-2 slices of pizza, soup, salads, and deserts)  Pictures for new/exotic pizzas (with shrimp/mango/alfredo sauce)
  • 9. ASSUMPTIONS - IS may predict not only sales but also number of orders, visits, channels, type of customers, and etc. - It may predict for any point of time in the future - All customers’ demographic characteristics are already in the system. It will allow compare “apple to apple” for each advertisement campaign
  • 10. WHAT QUESTIONS CAN BE ANSWERED BASED ON THE MODELS RESULTS  How much revenue campaign was generated?  How much revenue per one offer?  Did they buy other items?  Who responded to the offer?  Are they returning customers?  Where they came from? (online orders/call centers/in store)  Did customers shop differently? and etc.
  • 11. HOW IT WORKS  Average check  Median  St.dev of predicted and real data Top metrics related to campaign
  • 12. Top metrics related to campaign  Pizza predicted vs. pizza real (sales/cost/number)  Pizza vs. “order for one” (substitute products)  Comparison complementary products (beverages/salads)
  • 13. Top metrics related to campaign  Who bought mango pizza?  Are they returning/new customers  What channel did they used to order?  Their demographic/ sociographic
  • 14. ADDITIONAL METHODS TO COLLECT INFORMATION In addition to quantitative analysis of data from IS following methods may be used: o Observation (in store behavior analysis) o Questionnaires (measure customer satisfaction) o Interviews o Focus group and etc.