November 8, 2017
Arvind Rangaswamy
Penn State University
Recap and
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Recap
Key Questions to Ask
Have I aligned my business and my digital strategies?
What are your strategic objectives?
Should digital opportunities drive business strategy, or should business strategy drive digital strategies?
Have I created the appropriate organizational culture and structure for implementing potential digital strategies?
Am I doing enough experimenting and adapting in the digital
space?
Have I contextualized my marketing (e.g. real-time marketing,
customerization/personalization at scale)?
Recap
Key Questions to Ask
Is my content of sufficient “quality” to drive traffic and
transactions? (Content quality can be defined by uniqueness,
authoritativeness, timeliness, easy to find and digest, “better”
than content provided by competition, etc.).
Am I facilitating closed-loop consumer decision processes
(especially with respect to integrating social media)?
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Three Areas Covered in These Slides
Online Advertising
Omni-channel/multi-channel retailing
The New World of
Display and Search Advertising
Traditional Advertising Versus
Online Display Advertising
One-way
Dedicated bandwidth
Temporal multiplexing (Content and Ad generally separated)
Tradeoffs between reach, richness, and frequency
Consumers reactive
Static ads
Weak link between advertising and response measurement --Recall, Attitudes, Intentions
Two-way
Shared bandwidth
Spatial multiplexing (Content and Ad generally co-mingled)
Fewer tradeoffs between reach, richness, and frequency
Consumers proactive
Adaptive ads
Stronger link between ad and response measurement --Impressions, Shares, Clickthroughs
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Broadcast -- Temporal Multiplexing
time 100%
Bandwidth
Output
Input
C o n ten t A d ver ti si n g Temporal MultiplexingOnline -- Spatial Multiplexing
time
100%
C o n ten t A d ver ti si n g Spatial MultiplexingBandwidth
Output
Input
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Display Ads: The First Banner Ad
This is the first banner ad. Inserted by AT&T at
Hotwired.com in October 1994. It got a
Display Advertising
Banner: 468x60
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Search Advertising
Paid Product Listing Ads Paid Text Ads Text Ads Organic ListingsPotential Benefits of
Search Advertising
Can reach “motivated” customers.
Potential for communicating longer, more
content-rich information.
Quicker and less costly to change content seen
by customer.
Segment-of-one customization of content (e.g.,
landing page customization).
Integrates advertising with selling (closed-loop
marketing).
Can collect info about who views ads to gauge
impact (Advertising and ad research co-mingled).
Some Terminology
Keyword: Words and phrases that an advertiser bids on.
Search term: What a customer types into the search box
(or speaks to Siri).
Paid Search
– this is what “surrounds” the organic search
results at Google.
Display Advertising (e.g. Google AdSense): An
advertisement that is shown to you on a web page to
where you are taken when you click on a link from organic
listing – here Google inserts Ads on the pages of the
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Overview of How
Google AdWords Works
Distributed
Web Crawler Keyword Auction
Process
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Keyword Index
Database Keyword AdDatabase
7 Page-rank Process These sources contain relevant ads Google.com 6 Cached Web Pages Web Sites/ Landing pages User’s Browser 3 1 2
Numbers represent typical sequence of events starting with 1.
4 4 6 5 8 8 WWW Web map 1 1 1
Dotted lines indicate browser gets display components from different sources through Google.com.
Customer initiates process
These activities take place in the background. The other activities occur as a result of a user query.
“Funnel” Analytics for
Assessing Online Ad Effectiveness
$$
Spent
1000 10 10% Clicks Clickthrough Rate (CTR) Conversions 1% 1% 2 Impressions 20% Conversion rate20
© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Some Online Advertising Metrics
Impressions or Exposures
The number of times a page containing the ad is viewed (measured as the number of times an ad rotates through or pops-up on a web site).
Cost-per-thousand impressions (CPM)
The cost of gaining 1,000 impressions/exposures. For example, if a banner ad has 30,000 impressions at a web site at a CPM of $5, the total cost of the ad is $150.
Click-through-rate (CTR)
The number of visitors delivered to a site by a particular advertisement or the percentage of people who click on a web banner and visit a site,
computed as a percentage of impressions.
An ad that generates only 1000 exposures, but gets 40 clicks is more
efficient than one that generates 10,000 exposures but only generates 100 clicks.
Some Online Advertising Metrics
Cost-per-click (CPC)
It is the price you pay for each click on your ad.
Determined via a formula that takes into account your maximum bid and bids of those you are competing against, adjusted for quality of your ad.
Cost-per-visitor (CPV) – mainly for display advertising
The cost of a given ad divided by the number of clicks obtained from it. It combines CPM and CTR to evaluate effectiveness of ad placements On a website with a CPM of $20 and a CTR of 2%, it costs you $1 per
visitor; a website with a $40 CPM and a CTR of 10% costs you $0.40 per visitor. The higher CPM ad actually has greater value to you.
Cost-per-conversion/Action (CPA)
Cost of a given ad divided by the number of orders (or other measures of conversion such as filling out a call request) received through that ad. CPS is cost per sale.
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Cost Comparisons for Media
Alternatives
Source: Compiled from several sources; These are only indicative and the prices vary significantly depending on specific media vehicles under each option, and the extent of targeting you desire.
Medium Measure Approximate CPM
At-retail advertising Store traffic $1-$9
Radio Listeners $8-15
National TV (all) Household viewers $4-18
TV-Targeted Household viewers $15-45
TV Ad in Superbowl Household viewers $25-$30 Magazine/Newspapers Circulation/readers $5-$75
Search Engines Clicks $0.01-$75 (per click)
Branded websites Impressions $5-$40
Youtube Impressions $5-12 (avg. $7.50)
e-Mail Impressions/Clicks Free-$40
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Omni-channel (Multi-Channel)
Marketing
Omni-channel marketing is a firm capability for
synchronizing channels or touchpoints (e.g.,
website, store, mobile) to provide customers a
seamless experience across these multiple
channels with respect to information, products,
services, and support (or any combination of
these).
Traditional
Multiple-Channel Marketing
Outside Reps
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Communications Channels Service Channels Transaction Channels Advertising /PR e-mail Online Telephone Store Kiosk Sales Force Store Service people Telephone Online
F
u
lfi
ll
ment
(Deliv
ery
,
Sto
re p
ick
u
p
)
Sales person Online Catalog Store TelephoneAlternative Consumer “Journeys”
Social media
Omni-Channel Marketing
Product
Divisions
Customers Catalog SalesForce CenterCall
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
The Dilemma in Reaching
Heterogeneous Customers
Sales calls
Live seminars
Access to KB
Samples
Call center
Webinars
Web/Mobile
Self-service agents
Newsletters
Email alerts
PR/Advertising
Alte
rnat
iv
e
T
ou
ch
po
in
ts
Customers
Profits
80%
80%
20%
20%
Differential Costs of Servicing
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Costs at a Small Software Company
(Before and After Web-Based Self-Help)
Before
After
Phone (No. of calls per
month )
80,000
25,000
Chat/E-mail
8,000
70,000
Self-help
-
330,000
Average Support Duration
5 Minutes
1 Minute
Support costs
$850,000
$310,000
Contacts per month
88,000
425,000
Cost per contact
$7.50
73 cents
Observation: Cost per contact goes down; so does contact
duration, which could be a bad thing!
Attractiveness of
Omni-channel Customers
Shopped in One Channel Shopped in Two Channels Shopped in Three Channels Shopped in Four Channels Revenue ($) 193,274 69,865 322,149 1,682,853 Share of wallet 0.20 0.32 0.48 0.72Past customer value ($) 152,502 97,798 690,514 3,428,024
Likelihood of staying Active 0.11 0.15 0.38 0.67
Source: Kumar and Venkatesan, Journal of Interactive Marketing (Spring 2005) Note: Within a row, cells of the same color are not statistically different from each
other. The analysis is based on data from 3,721 B2B customers for the period 1998-2002. Data is from a computer hardware and software company.
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
The Strategic Challenges of
Omni-channel Marketing
Connecting the real world to the digital world at the point of purchase
(e.g., mobile apps, iBeacons, inventory visibility).
Providing brand consistency and seamless experiences across all
touchpoints (this is often difficult because of organizational structure).
Facilitating multiple consumer journeys and “path dependence” to
encourage use of low-cost channels and devices. Offer “deep-linking”
to the best customers.
Making shopping social, and creating a bazaar-like atmosphere – this
applies to both online and offline retailers.
Deploying integrated, IT-supported real-time supply chain, inventory,
and customer repository systems.
Instituting appropriate organizational structure, management
incentives, and measurement metrics.
Brand Presentation Consistency
Sephora
Ca
ta
log
Catalog
W
eb
site
Store
Pri
nt
Online Pricing
Internet’s Impact on Pricing
Differential pricing (Different prices for different
individuals or segments)
Flexible pricing (Different price options for the
same person)
Dynamic pricing/Price discovery (Real time
pricing based on context, competition, etc.)
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Traditional Pricing Meets
New Realities
Traditional Economic theory suggests that
Price = Marginal cost
is the likely outcome of competitive markets.
Traditional Economic analysis also suggests that a
necessary condition for Pareto- efficiency is:
Marginal cost = Marginal willingness to pay.
Question: What happens under high fixed cost and
near zero marginal cost? (This is the case with many
digital products).
Solution: Differential Pricing
Making every customer pay marginal costs will not be
Pareto efficient in this case.
An alternative approach for seller is Differential pricing/
Nonlinear Pricing:
-- yield/revenue management
-- two-part tariffs, as used by ISPs such as AOL -- two-tier pricing through loyalty cards.
Internet and other digital technologies are making it
easier for sellers to implement differential pricing in
many categories, such as perishable products, and
products with high fixed costs.
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Price Differentials
First Degree — Charge consumers exactly what they are willing to pay for product
(e.g., college tuition)
Second Degree — Offer consumers a menu of
options at different prices that correspond to consumers’ willingness to pay for the different options
(e.g., volume pricing)
Third Degree — Divide consumers into distinct segments, charging different
prices to different segments (e.g., movie-theater pricing)
Price
Consumer’s Demand for Electronic Music Value of . . . First Single: $6.00 Second Single: $5.00 Third Single: $4.00 Fourth Single: $3.00 Fifth Single: $2.00 Sixth Single: $1.00 Seventh Single: $0.50
Production cost of a single: $1.50
Buy first three singles at $4 per single
After three singles have been purchased, buy two additional singles for $2 each
$4 is “left on the table” (consumer was willing to pay $20 for five songs)
– Revenue: $16 – Profit: $8.50
A flat subscription fee of $12.50 can be charged.
In addition to the flat subscription fee, a fee of $1.50 per single can be charged.
Given his/her demand schedule, the consumer is willing to pay the subscription fee and purchase five singles at $1.50 per single; recall that the consumer values the five singles at $20
– Total Revenue: $20 – Total Profit: $12.50
Economically speaking, it is optimal to use a flat fee subscription model only when the marginal cost of
Volume Discounts and
Two-Part Pricing
Simple Volume Discount Pricing Plan
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Flexible Pricing
Bundled prices (bundling across products, users,
or time) versus “Pay per use.”
Lease versus buy
Financial News
Legal News
Current
News Value Bundle
E-Information’s Price $3,000 $1,500 $1,250 $5,000 Company A’s Valuation $3,000 $1,500 $500 Company B’s Valuation $3,000 $750 $1,250 Company C’s Valuation $3,250 $750 $750 Strategy Result
Company A: Purchases value bundle. Implicitly pays $1,500 for legal news, $500 for current news.
Company B: Purchases value bundle. Implicitly pays $750 for legal news, $1,250 for current news.
Company C: Purchases financial news. Pays more ($3,250 vs. $3,000) for financial news relative to Companies A and B.
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© Arvind Rangaswamy, 1997-2017 (All Rights Reserved)
Price Discovery
(Involves both Buyers and Sellers in Price
Determination)
Buyers
Exchange/Marketplace www.tradeweb.com Covisint.com Auction eBay.com Ubid.com Ad Exchanges Bidding Ariba Priceline Haggling/NegotiationBarter Business (bbu.com) www.afternic.com