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Bringing Display In-House
Craig Kelly, Group Product Manager, Overstock.com
Background
BRINGING DISPLAY IN-HOUSE
BACKGROUND
Cost & Transparency
Overstock
Revenue
Vendor
Revenue
Overstock
Profit
BACKGROUND
Approaches to In-House
ADVERTISER DSP EXCHANGE SSP PUBLISHER
0%15%15%12-15%0-15%
Easiest Easier Hard Harder Hardest
Trade Desk
MediaMath
Doubleclick
Beeswax
AppNexus
Direct Buys
Pub Sales Team
Header Tags
Criteo
Agencies
BACKGROUND
Retargeting vs. Acquisition
Known
Users
Unknown
Users
Preparation
BRINGING DISPLAY IN-HOUSE
tech assessment
team selection
vendor selection
T E C H
tech assessment
team selection
vendor selection
T E A M
tech assessment
team selection
vendor selection
V E N DO R
Overstock’s Solution
BRINGING DISPLAY IN-HOUSE
Bidder
OVERSTOCK’S SOLUTION
System Summary
AdServer
Bidding
ML
Product Rec
ML
Ad Serving
Solution
=
Enterprise-Scale
Ad Server
Product Recs
Solution
+
= Recommendation Engine
Bidding
Solution
Data Warehouse
Realtime Database
ML Engine
Bidding
Algorithm
Bidder
On-going Challenges
BRINGING DISPLAY IN-HOUSE
Data
Sparsity
• Long Pareto of arbitrage opportunities
on small publishers
• Sufficient click data on a small
percentage of overall available
inventory
Challenges
• Private Marketplaces
• Direct Deals
• Header Integrations
Inventory
Challenges
Outcomes
BRINGING DISPLAY IN-HOUSE
OUTCOMES
SAVINGS & COST
REDUCTIONS
MINDSET
SHIFT
REUSABLE
INFRASTRUCTURE
Thank You
BRINGING DISPLAY IN-HOUSE
crkelly@overstock.com

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The Better Programmatic Experience

Editor's Notes

  1. MIGRATION TO RESPONSYS Reliability Scalability Integrations Life Cycle Targeting IN-HOUSE DSP On-track to save $3–4 million per year TV COMMERCIAL ABOUT NAME 2.5x Responsiveness 20% Sentiment Doubling Budget 10% Growth
  2. MIGRATION TO RESPONSYS Reliability Scalability Integrations Life Cycle Targeting IN-HOUSE DSP On-track to save $3–4 million per year TV COMMERCIAL ABOUT NAME 2.5x Responsiveness 20% Sentiment Doubling Budget 10% Growth
  3. MIGRATION TO RESPONSYS Reliability Scalability Integrations Life Cycle Targeting IN-HOUSE DSP On-track to save $3–4 million per year TV COMMERCIAL ABOUT NAME 2.5x Responsiveness 20% Sentiment Doubling Budget 10% Growth