Lecture 08 in-class pres2x
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Transcript Lecture 08 in-class pres2x
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Display Advertising Landscape
MS&E 239 Computational Advertising
Yanying Li, Yenan Chen, Ying Chang
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Agency
Trading
Desk
Ad Network
DSP
Sharing
Data/So
cial
Tools
Exchange
SSP
Agency
Vertical/Custom
Creative
Optimizat
ion
Retargeting
Ad
Servers
Verificati
on/Privac
y
Media
Planning
and
Attribution
DMPs
and Data
Aggregat
ors
Tag Mgmt
Measure
ment and
Analytics
Targeted Networks/
AMPs
Publisher
Tools
Performance
Data
Suppliers
Mobile
Media Mgmt Sytems
Ad
Servers
Ad Operations
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Strategy Oriented
Agency
Trading
Desk
Ad Network
DSP
Sharing
Data/So
cial
Tools
Exchange
SSP
Agency
Vertical/Custom
Creative
Optimizat
ion
Retargeting
Ad
Servers
Execution Oriented
Verificati
on/Privac
y
Media
Planning
and
Attribution
DMPs
and Data
Aggregat
ors
Tag Mgmt
Measure
ment and
Analytics
Supportive Intelligence
Targeted Networks/
AMPs
Publisher
Tools
Performance
Data
Suppliers
Mobile
Media Mgmt Sytems
Ad
Servers
Ad Operations
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Creative Optimization
Put the right message in front of the right customer
Generate custom-tailored ad creative according to user data
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Creative Optimization
User
Purchase
History
User
Geolocatio
n
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Verification / Privacy
Traffic quality solution provider
Serve Agencies
Verification: Verified Placement = Campaign Health
Optimization: Advanced Analytics = Increased ROI
Serve Ad Networks
Verification: Ad Visibility = Campaign Assurance
Optimization: Advertiser Data = Loyal Clients
Real-time Traffic scoring
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Verification / Privacy
Inappropriate Content
Geo-Targeting
Competitive Separation
Ad Placement
Fraud Detection
OBA (Online Behavioral Advertising) Compliance
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Measurement and Analytics
Data
Understand
Traffic source; Visitor type; In page analytics…
Customers’ complete conversion cycle
Provide insights on
Allocation of marketing spending
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Strategy Oriented
Agency
Trading
Desk
Ad Network
DSP
Sharing
Data/So
cial
Tools
Exchange
SSP
Agency
Vertical/Custom
Creative
Optimizat
ion
Retargeting
Ad
Servers
Execution Oriented
Verificati
on/Privac
y
Media
Planning
and
Attribution
DMPs
and Data
Aggregat
ors
Tag Mgmt
Measure
ment and
Analytics
Supportive Intelligence
Targeted Networks/
AMPs
Publisher
Tools
Performance
Data
Suppliers
Mobile
Media Mgmt Sytems
Ad
Servers
Ad Operations
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Agency + Agency Trading Desk
Agency
Marketing and advertising strategy
4 Major Agencies control the majority
(80%+) ad spend
Agency Trading Desk
Agencies consolidated
their real time buying
efforts into trading
desks
Work with multiple DSPs
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Ad Server
Execution Oriented Agency
Also work with publishers
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Retargeting – How and Why?
Converts window shoppers into buyers
Why?
More than 95% of website visitors leave before making a
transaction.
Retargeted customers are 70% more likely to complete a sale.
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Retargeting – Successful Factors
This is how it starts to put everything together
(1) Identifying Interested Visitors and Visitor Interest
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Retargeting
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Retargeting – Successful Factors
(2) Crafting Engaging Creative
Creative Optimization
(3) Delivering Retargeting at Scale
Ad Network
RTB on Ad Exchange
“Every time we have
moved a publisher from
non-RTB to RTB we have
increased spend by 3-5
times”
Criteo, first to use RTB (Google Doubleclick) in 2010
(4) Recency and Frequency
DVD, travel
Vs.
Luxury goods
“Lexus is250”
Vs.
Multiple searches within category
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Agency
Trading
Desk
Ad Network
DSP
Sharing
Data/So
cial
Tools
Exchange
SSP
Agency
Vertical/Custom
Creative
Optimizat
ion
Retargeting
Ad
Servers
Verificati
on/Privac
y
Media
Planning
and
Attribution
DMPs
and Data
Aggregat
ors
Tag Mgmt
Measure
ment and
Analytics
Targeted Networks/
AMPs
Publisher
Tools
Performance
Data
Suppliers
Mobile
Media Mgmt Sytems
Ad
Servers
Ad Operations
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Agency
Trading
Desk
Horizontal
DSP
Sharing
Data/So
cial
Tools
Exchange
SSP
Agency
Vertical/Custom
Creative
Optimizat
ion
Retargeting
Ad
Servers
Verificati
on/Privac
y
Media
Planning
and
Attribution
DMPs
and Data
Aggregat
ors
Tag Mgmt
Measure
ment and
Analytics
Targeted Networks/
AMPs
Publisher
Tools
Performance
Data
Suppliers
Mobile
Media Mgmt Sytems
Ad
Servers
Ad Operations
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Supply Side Platform (SSP)
Enabling publishers to manage their ad impression inventory
and maximize revenue from digital media
Automate and optimize the selling of publishers’ online media
space.
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Publisher Tools
Provide various technology-based tools for
publishers to maximize their revenue.
e.g Yieldex:
tracks every impression on a publisher's site
provide a reliable picture of ad inventory on a daily basis.
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Ad operations + Ad servers
To sell, input, serve, target and report on the performance of
online ads.
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Agency
Trading
Desk
Ad Network
DSP
Sharing
Data/So
cial
Tools
Exchange
SSP
Agency
Vertical/Custom
Creative
Optimizat
ion
Retargeting
Ad
Servers
Verificati
on/Privac
y
Media
Planning
and
Attribution
DMPs
and Data
Aggregat
ors
Tag Mgmt
Measure
ment and
Analytics
Targeted Networks/
AMPs
Publisher
Tools
Performance
Data
Suppliers
Mobile
Media Mgmt Sytems
Ad
Servers
Ad Operations
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Ad networks I
Horizontal
Extensive and generic inventory
Offer a massive reach for advertisers and pulishers
e.g AOL advertising
Vertical
Target a relevant and specific demographic
Connect advertisers and publishers that share the same interests
or belong to the same industry.
e.g Glam: A blog network featuring fashion, celebrity fashion, and
style tips.
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Ad networks II
Targeted / AMPs
Audience management platform
Focus on online audience
segmentation for publishers
e.g AudienceScience
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Ad networks III
Performance-based
The hard-to-reach parts of the web,
Similar ROI as search.
Publishers paid by CPC, CPA
e.g AdKnowledge
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Agency
Trading
Desk
Ad Network
DSP
Sharing
Data/So
cial
Tools
Exchange
SSP
Agency
Vertical/Custom
Creative
Optimizat
ion
Retargeting
Ad
Servers
Verificati
on/Privac
y
Media
Planning
and
Attribution
DMPs
and Data
Aggregat
ors
Tag Mgmt
Measure
ment and
Analytics
Targeted Networks/
AMPs
Publisher
Tools
Performance
Data
Suppliers
Mobile
Media Mgmt Sytems
Ad
Servers
Ad Operations
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Agency
Trading
Desk
Ad Network
DSP
Sharing
Data/So
cial
Tools
Exchange
SSP
Agency
Vertical/Custom
Creative
Optimizat
ion
Retargeting
Ad
Servers
Verificati
on/Privac
y
Media
Planning
and
Attribution
DMPs
and Data
Aggregat
ors
Tag Mgmt
Measure
ment and
Analytics
Targeted Networks/
AMPs
Publisher
Tools
Performance
Data
Suppliers
Mobile
Media Mgmt Sytems
Ad
Servers
Ad Operations
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DSPs (1)
Provides the technology, strategy, services and insights to
trade effectively across advertising exchanges and supply
sources on behalf of agencies.
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DSPs (2)
DSPs undertake the main
trading functionality
Many agencies and data
provider assist its strategy
making process
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Media Planning and Attribution
Media Agency
Media planning
Entails finding the most appropriate media platforms for a client's
brand or product
Attribution: a media planning tool
Determine how credit is assigned for an action or "conversion.“
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DMPs and Data Aggregators
Data aggregators for the most part
are focused on buying data from
publishers and data sources so
that they can then package that up
to advertisers
Bluekai & Exelate lead the ‘intent’
data creation helping advertisers
to target on new variables like
‘auto intent to buy’
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Data Supplier
Third-party information provider
Provide information including:
consumer and business credit reporting
Tool:
analytics, information technology, data aggregation, data
integration, and consulting solutions
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Exchange
Exchange: a real-time
marketplace
Main players: ad
networks, agency
holding companies, and
emerging third-party
technology providers
Function: maximize ROI
across millions of sites.
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Agency
Trading
Desk
Ad Network
DSP
Sharing
Data/So
cial
Tools
Exchange
SSP
Agency
Vertical/Custom
Creative
Optimizat
ion
Retargeting
Ad
Servers
Verificati
on/Privac
y
Media
Planning
and
Attribution
DMPs
and Data
Aggregat
ors
Tag Mgmt
Measure
ment and
Analytics
Targeted Networks/
AMPs
Publisher
Tools
Performance
Data
Suppliers
Mobile
Media Mgmt Sytems
Ad
Servers
Ad Operations
Industry Dynamics - What is changing?
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Agency
Trading
Desk
Ad Network
DSP
Sharing
Data/So
cial
Tools
Exchange
SSP
Agency
Vertical/Custom
Creative
Optimizat
ion
Retargeting
Ad
Servers
Verificati
on/Privac
y
Media
Planning
and
Attribution
DMPs
and Data
Aggregat
ors
Tag Mgmt
Measure
ment and
Analytics
Targeted Networks/
AMPs
Publisher
Tools
Performance
Data
Suppliers
Mobile
Media Mgmt Sytems
Ad
Servers
Ad Operations
+
Industry Dynamics
Mobile sector rising rapidly
Five trends to watch
Continued importance of SMS
Experimentation with rich media
Mobile sites vs. Mobile apps
Interest in Geo-Location
The Growth of Mobile Video
Impacts on landscape
Richer media resources
Different user data profile
New dimensions to optimize
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Industry Dynamics
Social Media Era
Social-retargeting
Twitter feeds, Facebook, and
other social marketing vehicles.
Identify, reach and retarget to the
top social influencers.
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Industry Dynamics
Where does Google AdWords Platform fit in?
Why is Google doing this?
Consolidation
Microsoft
Yahoo!
Google
“One incredible simulation of the
practically inundating world of advertising
is the Google AdWords platform, which is
almost a perfect display of competitive
advertising, or at least how competitive
advertising should work.”
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Industry Dynamics
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Industry Dynamics
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Industry Dynamics
Pros
Better user experience
Comprehensive solution
Higher transparency
Better serving the 98% of advertisers and catch the 80% of revenue!
2%
Big Internet
retailers,
Fortune 500's
98%
Other
advertisers
$
20%
$
80%
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Thank you!
Q&A
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Agency
Trading
Desk
Ad Network
DSP
Sharing
Data/So
cial
Tools
Exchange
SSP
Agency
Vertical/Custom
Creative
Optimizat
ion
Retargeting
Ad
Servers
Verificati
on/Privac
y
Media
Planning
and
Attribution
DMPs
and Data
Aggregat
ors
Tag Mgmt
Measure
ment and
Analytics
Targeted Networks/
AMPs
Publisher
Tools
Performance
Data
Suppliers
Mobile
Media Mgmt Sytems
Ad
Servers
Ad Operations