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Targeting with Location
Precision
November 3, 2016 NYC
rob.minaglia@pb.com
914-262-2003
@ROBMINAGLIA
Pitney Bowes in Location-
based Marketing
2
•Mailing, shipping/cross border commerce, customer engagement
•Highly precise, global location data stack
•Data quality, visualization and spatial analytics
•Context for audience creation, insights, attribution and ad delivery
•Neutral supplier to these brands - and 1.5M SMB’s:
mailto: rob.Minaglia@pb.com
The “where” factor definition
3
BYUSING LOCATION DATA
TO DERIVE INSIGHTS AND BEHAVIORS
AND THEN BUILDING A MARKETING PROGRAM
AROUND THOSE INSIGHTS
A B O U T Y O U R P R O S P E C T S
A N D C U S T O M E R S
GAINING COMPETITIVE ADVANTAGE
The “where” factor EQUATION
=
Your Customer’s
Location
The “Where”
Factor
+
Location
Data
Mobile Marketing Use Case:
Precise, boundary-based geofencing
and enrichment
5
TARGET or DRIVE
TIME
Apply factors such as:
• Road network & traffic
• Retail trade area
modeling
• Demos & social data
BOUNDARY-BASED
• Store
• Mall
• Category
• Neighborhood
• Zip, city, state
RADIUS-BASED
Has problems of:
• “cross river”
• “false alarm”
Mobile Marketing Use Case:
Location Targeting
Source: IAB Location Terminology Guide
Factual & Trade Desk Survey (Dec 2015)
Mobile Marketing Use Case:
Audience Creation & Targeting
1. Match lat/long from exchange to a POI / geofence
2. Correlate affinity to POI / GF to consumer behavior
3. Build audience based on location–based behavior
(frequency and dwell time) within geo-fence
(store/mall/lot boundary)
4. Enrich audiences with range of demographic, geo-
demographic, financial vitality and purchasing power, etc.
Mobile Targeting Engine
Insights and behavior
analysis
Personalization engine
Lat / longs from Exchange
Enriching Data with
a Location Stack
8
For a given location:
• POI (carries attributes)
• Retail (Business) Footprint poly
• Building Footprint
• Parcel (Lot)
• Isochrone (travel time)
• Demographics, lifestyle attributes,
financial and consumer vitality, etc.
Pitney Bowes POI’s
9
• 107M points, 104 countries & territories
• Businesses (fully attributed
• Identification of franchises by brand
• Financial Stress scores (opt)
• Leisure & geographic places
• Powered by D&B and other trusted sources
• Over 19,000 categories, 72 fields
• Most accurate lat/long (global)
• Consistent data structure (global)
• Monthly updates
Segment Creation using POI
Lives in urban professional neighborhood in Boulder, CO.
Works at Management Consulting location and spends lunch hours at
the gym. Frequents nightlife hotspots on Wednesday. Enjoys ethnic
foods. Visits mountains on weekends. Air travel 30% of the time.
Audience Creation
Branded Geo-fences
Business...Building…Parcel…Drive Time…Neighborhood
• Retail (Business) “Polygon” -
represents the space occupied
by individual businesses.
• Information stored with each
Building Polygon:
• Geometry for polygon and centroid
• Brand code, name, alternates
• Parent/Child Relationships
• Ability to augment attributes
11
Boundary portfolio
• Malls and standalone stores
• Airports
• Schools & Colleges
• Hospitals & healthcare
• Auto dealers
• Neighborhoods
• School districts
• World admin & postal
• Golf courses
• Speedways
• Train Stations
• Amusement Parks
• Ski Areas, Casinos
10/24/2016
• Administrative data - Country, district, locality, postcode
• Over 600,000 boundaries, contiguous globally
• Localization - English and local language
World & Admin Boundaries
Contextual data for
segment enrichment
14
Recommendations
15
 Leverage location-services in
your apps
 Use clean, accurate data
 Enrich with location data stack
and analytics to better
understand / target your
customer
 Data is always changing - be
vigilant with your sources and
vendors
November 3, 2016 NYC
rob.minaglia@pb.com
914-262-2003
@ROBMINAGLIA

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Location World_Pitney Bowes (November 3, 2016 NYC)

  • 1. Targeting with Location Precision November 3, 2016 NYC rob.minaglia@pb.com 914-262-2003 @ROBMINAGLIA
  • 2. Pitney Bowes in Location- based Marketing 2 •Mailing, shipping/cross border commerce, customer engagement •Highly precise, global location data stack •Data quality, visualization and spatial analytics •Context for audience creation, insights, attribution and ad delivery •Neutral supplier to these brands - and 1.5M SMB’s: mailto: rob.Minaglia@pb.com
  • 3. The “where” factor definition 3 BYUSING LOCATION DATA TO DERIVE INSIGHTS AND BEHAVIORS AND THEN BUILDING A MARKETING PROGRAM AROUND THOSE INSIGHTS A B O U T Y O U R P R O S P E C T S A N D C U S T O M E R S GAINING COMPETITIVE ADVANTAGE
  • 4. The “where” factor EQUATION = Your Customer’s Location The “Where” Factor + Location Data
  • 5. Mobile Marketing Use Case: Precise, boundary-based geofencing and enrichment 5 TARGET or DRIVE TIME Apply factors such as: • Road network & traffic • Retail trade area modeling • Demos & social data BOUNDARY-BASED • Store • Mall • Category • Neighborhood • Zip, city, state RADIUS-BASED Has problems of: • “cross river” • “false alarm”
  • 6. Mobile Marketing Use Case: Location Targeting Source: IAB Location Terminology Guide Factual & Trade Desk Survey (Dec 2015)
  • 7. Mobile Marketing Use Case: Audience Creation & Targeting 1. Match lat/long from exchange to a POI / geofence 2. Correlate affinity to POI / GF to consumer behavior 3. Build audience based on location–based behavior (frequency and dwell time) within geo-fence (store/mall/lot boundary) 4. Enrich audiences with range of demographic, geo- demographic, financial vitality and purchasing power, etc. Mobile Targeting Engine Insights and behavior analysis Personalization engine Lat / longs from Exchange
  • 8. Enriching Data with a Location Stack 8 For a given location: • POI (carries attributes) • Retail (Business) Footprint poly • Building Footprint • Parcel (Lot) • Isochrone (travel time) • Demographics, lifestyle attributes, financial and consumer vitality, etc.
  • 9. Pitney Bowes POI’s 9 • 107M points, 104 countries & territories • Businesses (fully attributed • Identification of franchises by brand • Financial Stress scores (opt) • Leisure & geographic places • Powered by D&B and other trusted sources • Over 19,000 categories, 72 fields • Most accurate lat/long (global) • Consistent data structure (global) • Monthly updates Segment Creation using POI
  • 10. Lives in urban professional neighborhood in Boulder, CO. Works at Management Consulting location and spends lunch hours at the gym. Frequents nightlife hotspots on Wednesday. Enjoys ethnic foods. Visits mountains on weekends. Air travel 30% of the time. Audience Creation
  • 11. Branded Geo-fences Business...Building…Parcel…Drive Time…Neighborhood • Retail (Business) “Polygon” - represents the space occupied by individual businesses. • Information stored with each Building Polygon: • Geometry for polygon and centroid • Brand code, name, alternates • Parent/Child Relationships • Ability to augment attributes 11
  • 12. Boundary portfolio • Malls and standalone stores • Airports • Schools & Colleges • Hospitals & healthcare • Auto dealers • Neighborhoods • School districts • World admin & postal • Golf courses • Speedways • Train Stations • Amusement Parks • Ski Areas, Casinos
  • 13. 10/24/2016 • Administrative data - Country, district, locality, postcode • Over 600,000 boundaries, contiguous globally • Localization - English and local language World & Admin Boundaries
  • 15. Recommendations 15  Leverage location-services in your apps  Use clean, accurate data  Enrich with location data stack and analytics to better understand / target your customer  Data is always changing - be vigilant with your sources and vendors
  • 16. November 3, 2016 NYC rob.minaglia@pb.com 914-262-2003 @ROBMINAGLIA