Before the Last Click - Merkle Inc. · into Search Users targeted with display ads on desktop who...
Transcript of Before the Last Click - Merkle Inc. · into Search Users targeted with display ads on desktop who...
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Before the Last Click:How Programmatic Media Fuels Search
Michelle Alfano Director, Display Media
Megan PagliucaGeneral Manager, Digital Media
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Digital Media lives in a VAST space with a lot of players
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PROGRAMMATIC MEDIA
MOBILE IN-APP
MOBILE WEB
YOUTUBE VIDEO ADS
NATIVE ADVERTISING
INCREASE CONVERSIONS
NEW CUSTOMER ACQUISTIONWEBSITE RETARGETING
SEARCH RETARGETING
PROGRAMMATIC TELEVISION
RICH MEDIAVIEWABILITY
PRIVATE MARKET PLACES
PAID SOCIALDISPLAY
REAL TIME BIDDINGIN-STREAM VIDEO
FACEBOOK PRODUCT ADS
TWITTER CARDS
SHOPPABLE TRUEVIEW
LOOK-A-LIKE MODELING
SIMILAR AUDIENCES
CREATE DEMAND
DRIVE AWARENESS
BRANDING
DIRECT DEALS
RESERVE INVENTORY1ST PARTY DATA LISTS
3RD PARTY AUDIENCE SEGMENTSDSPs
DRIVE TRAFFIC
INCREASE MARKET SHARE
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What is Programmatic? What does that really mean?
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What makes this so revolutionary?
Old School Direct Deals
» Human Negotiations
» Manual Insertion Orders
» Set CPM rate & Guaranteed Impression Volume
» Broad Reach
» Targeting is Context Driven Based on Page Content
Data Driven Programmatic Buying
» Automated Bid Calculations for Efficiency
» Dynamic CPM rate
» Allows for Adjustments & Optimizations
» Transparency in Data
» Context AND Audience Driven
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But Really How Does it Work? With Real-Time Bidding Auctions
74 ms - 1.27 s
Targeting users who are female during lunch
Running major branding campaign during graduation season
Retargeting shopping cart abandoners with cart value greater than $150
Showing ads on news sites for people ID’ed as being interested in small businesses
$0.75 CPM
$2.50 CPM
$1.25 CPM
$0.55 CPC
RTB allows everyone to enter the auction for the available ad spaces (300x250) and before the page loads there is a back & forth of information sharing so all contenders can modify their bid to win the auction.
$0.28 CPM
YOUR AD COULD BE
HERE
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Results of the Programmatic Approach
Insurance Advertiser working with multiple ad networks and DSPs prior to our management,
migrated ad spend to one demand side platform.
Conversions tripled with a third of the budget, thanks to transparency in optimizations.
Spend
Conversions
CPM
Response
rate
CPA
BeforePrior to Merkle Management
$488 k
$132
$330 k
$33
3,691 9,933
$0.46 $0.24
0.00035% 0.00073%
AfterWith Merkle Management
Difference
-32%
-75%
+169%
-47%
+112%
Reduced
waste
Cost
efficiency
Reach
Targeted
audience
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Mobile is a Layer, Not a Channel
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Deep Dive Focus
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MOBILE IN-APP
MOBILE WEB
YOUTUBE VIDEO ADS
NATIVE ADVERTISING
WEBSITE RETARGETINGSEARCH RETARGETING
PROGRAMMATIC TELEVISION
RICH MEDIA
PAID SOCIALDISPLAY
IN-STREAM VIDEO
FACEBOOK PRODUCT ADS
TWITTER CARDS
SHOPPABLE TRUEVIEW
LOOK-A-LIKE MODELING
SIMILAR AUDIENCES
1ST PARTY DATA LISTS
3RD PARTY AUDIENCE SEGMENTS
DESKTOP
MOBILE
TABLETTIME OF DAY
DAY OF WEEK
FREQUENCY CAPS
RECENCY WINDOWS
OPERATING SYSTEM
BROWSER
PUBLISHER DOMAINS
AD SIZE
AD VARIATION
PLACEMENT ON PAGE
LOCATION
VIEW DURATION
NEW USER
PREVIOUS USER
VIEWABILITY
GEO-FENCING
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Leveraging Geo Data & Location Based Targeting
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Target Users Online Not Near Stores
Previous Shoppers
Shopping Cart Abandoners
Men Ages 24 – 45
Hunting & Fishing Enthusiasts
Drive Shoppers To Stores for Events
Previous Shoppers
Men Ages 24 – 45
Hunting & Fishing Enthusiasts
High Margin Item Shoppers
Optimize Efforts Based on Trends
Previous Shoppers
Men Ages 24 – 45
Hunting & Fishing Enthusiasts
Sporting Goods Bloggers
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A Tale of Two Devices, One of Many Optimizations
Desktop
» Geo Modifier + 10%
» Messaging
‣ Free Shipping +25%
‣ Stop In for a Demo -15%
» Day of Week
‣ Fri – Sun -20%
‣ Mon – Thurs +30%
Mobile
» Geo Modifier + 45%
» Messaging
‣ 25% off in-store purchases +10%
‣ Stop In for a Demo +25%
» Day of Week/Time of Day
‣ Fri – Sun all day +20%
‣ Mon – Thurs 7am – 4pm -40%
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Audience: Retargeting Pool of Site Browsers
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Ad Placement by Device leads to Different Points of Purchase
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Using Mobile To Help Understand In-Store Traffic & Conversion Lift
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1.00%
1.05%
1.10%
1.15%
1.20%
1.25%
1.30%
Ad Exposed Visitors General Population
In-Store Conversion Rate Comparison
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Direct Measures of Success with Programmatic Media
Probabilistic
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Set up a control & experiment group for ad exposure
Track with geo location data for in-store visit and interaction
Extrapolate to understand lift for the larger population
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Layering Tracking Data with 1st Party Data Gives Us a Clearer Picture
LIFECYCLE
BEHAVIORIDENTITY
SEGMENT
LOCATION VALUE
Client
1st Party Data
CRM Tag Data+Facebook
1st Party Data
+
3rd Party &
Cookie Data
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Direct Measures of Success with Programmatic Media
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Direct Measures of Success with Programmatic Media
Deterministic
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Connecting Measurement to Refine 1-to-1 Targeting Segments
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Take CRM Email Addresses &
Unified Logins AND
Hash & ANONYMIZE IDs
Create custom audience segments
• in-market users• similar audiences• existing customers
Connect to Sale or Action
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Awareness
Consideration
Engagement
Conversion
Commerce
Experience
How CRM Data Expands the Mid-Funnel for Programmatic Media
Customer Remarketing
Audience 1 Audience 2 Audience 3
Upper Funnel
Mid Funnel
Lower Funnel
Media
Sales/Service Experience
Traditional CRM
DM, EM, Re-Targeting
Unknown
High-value customer
Unknown
High-value customer
Low-value customer
The
Expanded Mid FunnelSingular experience
from consideration
through conversion
CRM
Channel
Optimization
Performance
Media
Brand Media
Desktop Phone Tablet TV
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Programmatic Media Spills Over into Search
Users targeted with display ads on desktop who had not previously been to the client’s site (IR Top 500 Retailer),
later conducted a branded search
1.6X moreoften in order to make it to the site than users with no ad exposure.
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0.0%
1.0%
2.0%
3.0%
4.0%
5.0%
6.0%
All Site Visitors
ProspectedVisitors
1.6Xincrease
Branded Paid Search % of Visitors
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Programmatic Media Spills Over into Search
Depending on the industry, the incremental boost on search campaigns can be even
more significant…
For a B2B client we saw a
26.3% lift in branded searches from users exposed to display ads.
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VS
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Fuel the Upper and Mid-Funnel Actions & Measure Impact
Display Interests & Topics
Facebook Precise Interests
Facebook Job and Workplace Targeting
Display Similar Audiences/Facebook Look-a-Like Audience based on Site Visitors
Display Similar Audiences/Facebook Look-a-Like Audience based on Cart Abandoners
Display Similar Audiences/Facebook Look-a-Like Audience based on Converters
Retargeting Site Visitors
Facebook Custom Audiences
Retargeting Converters
Paid Search RLSAs
Paid Search
SEO
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Thank You!
MerkleRKG.com | Merkleinc.com
Michelle Alfano Megan PagliucaDirector, Display Media GM, Digital Media
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