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Internet Marketing & e-Commerce
Ward Hanson
Kirthi Kalyanam
Requests for permission to copy any part of the material should be addressed to:
PERMISSIONS DEPARTMENT
THOMSON BUSINESS and ECONOMICS
5109 Natorp Boulevard
Mason, OH 45040
Phone: (800) 423-0563
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Part Two: Chapter Nine
Personalization
“The rediscovery of the customer is a byproduct – perhaps
the most important one – of the onset of the information
revolution.”
Blattberg and Glazer, The Marketing Information Revolution
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Benefits of Personalization
• Product distinction: a standard product
becomes a specialized solution
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Benefits of Personalization
• Product distinction: a standard product
becomes a specialized solution
• Low cost access to luxury and status of
personalized services
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Benefits of Personalization
• Product distinction: a standard product
becomes a specialized solution
• Low cost access to luxury and status of
personalized services
• Hard to evaluate experience goods
become predictable search goods
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Benefits of Personalization
• Product distinction: a standard product
becomes a specialized solution
• Low cost access to luxury and status of
personalized services
• Hard to evaluate experience goods
become predictable search goods
• Survival through differentiation
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Benefits of Personalization
• Product distinction: a standard product
becomes a specialized solution
• Low cost access to luxury and status of
personalized services
• Hard to evaluate experience goods
become predictable search goods
• Survival through differentiation
• Increased customer loyalty
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
The Personalization Balance
• Competitive advantage comes when
personalization is supported by focus
on customer-relating capabilities (CRC)
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
The Personalization Balance
SOURCE: George Day and Christophe Van den Bulte, “Superiority in Customer Rlationship Management,”
working paper, Wharton School, September 2002
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
The Personalization Balance
• Personalization efforts can produce
backlash: First Class envy
• Excessive personalization wastes time
• Sometimes, standardization is just fine
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Personalization Approaches
• Mass Customization: blending
standard products with individual
information
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Personalization Approaches
• Mass Customization: blending
standard products with individual
information
• Choice Assistance: advice giving
systems cut clutter of product choice
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Personalization Approaches
• Mass Customization: blending
standard products with individual
information
• Choice Assistance: advice giving
systems cut clutter of product choice
• Personalized Messaging: consumer
needs and choices tracked across
repeated interaction
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Many Opportunities for Personalization
SOURCE: Adapted from Kai Riemer and Carsten Totz, “The Many Faces of Personalization,” in Tseng and Piller, The
Customer Centric Enterprise, (New York/Berlin: Springer Verlag, 2003
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Mass Customization
• Customization of how a product is
represented or of a product’s specific
attributes through four approaches:
– Collaborative
– Cosmetic
– Transparent
– Adaptive
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Mass Customization
• Collaborative Customization: Online
reconfiguration of a product to match
consumer preferences
– Example: Choosing features for a new car
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Mass Customization
• Cosmetic Customization: Packaging
choices personalize standard products
– Example: Choosing an iPod case
SOURCE: Getty Images
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Mass Customization
• Transparent Customization: Product
features learn the user and adjust
accordingly
– Example: Google Scholar
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Mass Customization
• Adaptive Customization: Product
features naturally customize
themselves or are individually
configured
– Example: Weather reports by zip code
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Choice Assistance
• Determining if a recommendation
system could enhance online
marketing:
– Do customer lifetime values vary greatly?
– Do customer needs vary greatly?
– Are key product attributes qualitative or
complex?
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Choice Assistance
A recommendation system flowchart
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Choice Assistance: Approaches
• Rules-based: Combines information about
customers with understanding of how
products are used
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Choice Assistance: Approaches
• Rules-based: Combines information about
customers with understanding of how
products are used
• Computer-assisted self-explication (CASE):
Advice generated from databases of
consumer input
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Choice Assistance: Approaches
• Rules-based: Combines information about
customers with understanding of how
products are used
• Computer-assisted self-explication (CASE):
Advice generated from databases of
consumer input
• Collaborative Filtering: For complex product
choices, linking like-minded individuals for
recommendations
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Choice Assistance: Approaches
• Rules-based: Combines information about
customers with understanding of how
products are used
• Computer-assisted self-explication (CASE):
Advice generated from databases of
consumer input
• Collaborative Filtering: For complex product
choices, linking like-minded individuals for
recommendations
• Endorsement: Virtual word-of-mouth
referrals link users with preferred providers
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Personalized Messaging
• Users must be authenticated through a
fixed, valid address
– Online through Web servers, browser
cookies or registration systems
– Email and Instant Messaging accounts
– Cell phones and wireless PDAs
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Personalized Messaging
•Valid Name and
Database
•Valid Name
•User ID
•Cookies
•Log Analysis
•Online Behavior
•Visitor Statistics
•Anonymous
Increasing levels of knowledge about Web user
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Personalized Messaging
• With an established address, online
behavior patterns suggest best
approach for personalized messaging
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation
Personalized Messaging
• With an established address, online
behavior patterns suggest best
approach for personalized messaging
• Distinct online events or inquiries can
provide trigger moments for messaging
– Example: A user searching for home value
calculator could need real estate services
© Copyright 2006, Thomson South-Western, a division of the Thomson Corporation