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SALES
FORECASTING
Rajnish Anand
“EVERYTHING YOU HAVE IN YOUR LIFE, YOU HAVE ATTRACTED
TO YOUR SELF BECAUSE OF THE WAY YOU THINK, BECAUSE
OF PERSON THAT YOU ARE. YOU CAN CHANGE YOUR LIFE
BECAUSE YOU CAN CHANGE THE WAY YOU THINK. “ – BRIAN
TRACY
FORECASTING
 Forecasting is the art of estimating future
demand by anticipating what buyers are likely to
do under a given set of future conditions.
SALES FORECASTING
 A sales forecasting is a projection into the future
0f expected demand given a stated set of
environmental conditions.
DEFINITION OF
FORECASTING
 A sales forecasting is a projection of the expected
customer demand for product or services at a
specific company , for a specific time horizon, and
with certain underlying assumptions.
 Essential tool used for business planning
marketing, and general management decision
making.
 Sales forecasting can help you achieve sales
goals.
 Sales forecasting can help drive sales revenue,
improve efficiency, increase customer retention
and reduce costs
SALES FORECASTING AFFECTING
FROM FACTORS
External Factors
 Relatives state of the company
 Direct and indirect competition
 Styles or fashions
 Consumer earnings
 Population changes
 Whether
SALES FORECASTING
Short – term
forecasting
• For periods up to 3
months ahead
• For technical matters
• The general trend of
sales is less important
than short – term
functions
Medium – term
forecasts
• For 1 year ahead.
• Of more importance
in the area of
business budgeting
Long – term
forecasts
• For period of 3 years
and upwards.
• Needed mainly by
financial accountants
for long – term
resource implications.
SALES FORECASTING METHODS
Quantitative
• Executive Opinion Method
• Sales Force Composite Method
• Survey Of Buyer’s Intentions
Qualitative
• Time Series Analysis
• Market Test Method
• Regression Analysis
OPINION METHOD
 Most widely used
 Method of combining and averaging view of
several executives regarding a specific
decision or forecast.
 Leads to a quicker result without use of
elaborate data manipulation and statistical
techniques
Executives
SALES FORCE COMPOSITE
METHOD
- Also known as “Grassroots approach”
- Individual salespersons forecast sales for their
territories
- Individual forecasts are combined & modified by
the sales manager to form the company sales
forecast.
- Best used when a highly trained & specialized
sales force is used.
BUYER’S INTENTIONS
SURVEY
 Process includes asking customers
about their intentions to buy the
company’s product and services
 Questionnaire may contain other
relevant questions
SERVICE ANALYSIS TIME
 Make forecasts based purely in historical
patterns in the data, it has Four components
• The trend component
• The cyclical component
• The seasonal component
• The erratic events
THE TREND COMPONENT
Gradual upward or downward
movement over time
THE CYCLICAL COMPONENT
Sales are often effected by swings in general
economic activity as consumers have more less
disposable income available
Boom
Recessio
n
Boom
THE SEASONAL COMPONENT
It is a distinguished pattern to sales
caused by thing such as the weather,
holidays, local customs and general
consumer behavior.
THE ERRATIC EVENTS
 Random variations in data caused by change
and unusual situations.
 time series analysis are accurate for short
term and medium term forecasts and more so
when demand is stable or following the past
behavior.
 Same the popular techniques of time series
analysis are
Moving averages
Exponential smoothing
MOVING AVERAGES
 The sales results of multiple prior periods are
averaged to predict a future period
 Called ‘moving’ because it is continually
recommended as new data becomes
available, it progresses by dropping the
earliest value and adding the latest value.
EXPONENTIAL SMOOTHING
 Similar to moving average method
 Used for short run forecasts
 Instead of weighing all observations equally in
generating the forecast , exponential smoothing
weighs the most recent observations heaviest
next year’s sale = a(current year sales) + (1-a)
(current year’s forecast
a is smoothing constant taken in scale 0 -1
MARKET TEST METHOD
 Used a developing one time forecast
particularly relating to new products
 A market test provides data about consumers’
actual purchase and responsiveness to the
various element of the marketing mix.
 On the basis of response received to a sample
market test, product sales forecast is prepared.
REGRESSION ANALYSIS
 Identifies a statistical relationship between
sales (dependent variable ) and one or more
influencing factors. Which are termed the
independent variables.
 When just one independent variable is
considered (eg. Population growth) it is called a
linear regression and the result can be shown
as a line graph predicting future values of sales
based on changes in the independent variable.
 When more than one independent variable is
considered. It is called a multiple regression
SALES FORECASTING
 Better control of inventory
 Staffing
 Customer information
 Use for sales people
 Obtaining financing
Benefits
SALES FORECASTING
 Part hard fact , part guesswork
 Forecast may be wrong
 Times may change
Limitation
THANK YOU !

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Sales forecasting

  • 2. “EVERYTHING YOU HAVE IN YOUR LIFE, YOU HAVE ATTRACTED TO YOUR SELF BECAUSE OF THE WAY YOU THINK, BECAUSE OF PERSON THAT YOU ARE. YOU CAN CHANGE YOUR LIFE BECAUSE YOU CAN CHANGE THE WAY YOU THINK. “ – BRIAN TRACY
  • 3. FORECASTING  Forecasting is the art of estimating future demand by anticipating what buyers are likely to do under a given set of future conditions.
  • 4. SALES FORECASTING  A sales forecasting is a projection into the future 0f expected demand given a stated set of environmental conditions.
  • 5. DEFINITION OF FORECASTING  A sales forecasting is a projection of the expected customer demand for product or services at a specific company , for a specific time horizon, and with certain underlying assumptions.  Essential tool used for business planning marketing, and general management decision making.  Sales forecasting can help you achieve sales goals.  Sales forecasting can help drive sales revenue, improve efficiency, increase customer retention and reduce costs
  • 6. SALES FORECASTING AFFECTING FROM FACTORS External Factors  Relatives state of the company  Direct and indirect competition  Styles or fashions  Consumer earnings  Population changes  Whether
  • 7. SALES FORECASTING Short – term forecasting • For periods up to 3 months ahead • For technical matters • The general trend of sales is less important than short – term functions Medium – term forecasts • For 1 year ahead. • Of more importance in the area of business budgeting Long – term forecasts • For period of 3 years and upwards. • Needed mainly by financial accountants for long – term resource implications.
  • 8. SALES FORECASTING METHODS Quantitative • Executive Opinion Method • Sales Force Composite Method • Survey Of Buyer’s Intentions Qualitative • Time Series Analysis • Market Test Method • Regression Analysis
  • 9. OPINION METHOD  Most widely used  Method of combining and averaging view of several executives regarding a specific decision or forecast.  Leads to a quicker result without use of elaborate data manipulation and statistical techniques Executives
  • 10. SALES FORCE COMPOSITE METHOD - Also known as “Grassroots approach” - Individual salespersons forecast sales for their territories - Individual forecasts are combined & modified by the sales manager to form the company sales forecast. - Best used when a highly trained & specialized sales force is used.
  • 11. BUYER’S INTENTIONS SURVEY  Process includes asking customers about their intentions to buy the company’s product and services  Questionnaire may contain other relevant questions
  • 12. SERVICE ANALYSIS TIME  Make forecasts based purely in historical patterns in the data, it has Four components • The trend component • The cyclical component • The seasonal component • The erratic events
  • 13. THE TREND COMPONENT Gradual upward or downward movement over time
  • 14. THE CYCLICAL COMPONENT Sales are often effected by swings in general economic activity as consumers have more less disposable income available Boom Recessio n Boom
  • 15. THE SEASONAL COMPONENT It is a distinguished pattern to sales caused by thing such as the weather, holidays, local customs and general consumer behavior.
  • 16. THE ERRATIC EVENTS  Random variations in data caused by change and unusual situations.  time series analysis are accurate for short term and medium term forecasts and more so when demand is stable or following the past behavior.  Same the popular techniques of time series analysis are Moving averages Exponential smoothing
  • 17. MOVING AVERAGES  The sales results of multiple prior periods are averaged to predict a future period  Called ‘moving’ because it is continually recommended as new data becomes available, it progresses by dropping the earliest value and adding the latest value.
  • 18. EXPONENTIAL SMOOTHING  Similar to moving average method  Used for short run forecasts  Instead of weighing all observations equally in generating the forecast , exponential smoothing weighs the most recent observations heaviest next year’s sale = a(current year sales) + (1-a) (current year’s forecast a is smoothing constant taken in scale 0 -1
  • 19. MARKET TEST METHOD  Used a developing one time forecast particularly relating to new products  A market test provides data about consumers’ actual purchase and responsiveness to the various element of the marketing mix.  On the basis of response received to a sample market test, product sales forecast is prepared.
  • 20. REGRESSION ANALYSIS  Identifies a statistical relationship between sales (dependent variable ) and one or more influencing factors. Which are termed the independent variables.  When just one independent variable is considered (eg. Population growth) it is called a linear regression and the result can be shown as a line graph predicting future values of sales based on changes in the independent variable.  When more than one independent variable is considered. It is called a multiple regression
  • 21. SALES FORECASTING  Better control of inventory  Staffing  Customer information  Use for sales people  Obtaining financing Benefits
  • 22. SALES FORECASTING  Part hard fact , part guesswork  Forecast may be wrong  Times may change Limitation