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Programmatic
TV ๊ฐœ๋ง‰
๊ด‘๊ณ ์‚ฌ์—…๋ณธ๋ถ€ ์‚ฌ์—…๊ฐœ๋ฐœํŒ€
์ด ํ•œ ํ˜ธ ๋งค๋‹ˆ์ €
Contents
Programmatic ๊ด‘๊ณ  ์†Œ๊ฐœ
โ€ข Ecosystem ๊ตฌ์„ฑ
โ€ข Ad P/F ์˜ ํƒœ์ƒ๊ณผ ์—ญํ• 
Btv - Programmatic TV ์†Œ๊ฐœ
โ€ข ๋””์ง€ํ„ธ TV ๋ฏธ๋””์–ด ์ข…๋ฅ˜์™€ ์ฐจ์ด
โ€ข Btv์˜ Programmatic ์ƒํƒœ๊ณ„ ์ง„์ž… ๋ฐฉ๋ฒ•๊ณผ ์—ญํ• 
โ€ข ์‚ฌ์—…์ถ”์ง„ ํ˜„ํ™ฉ ๋ฐ ๊ณ„ํš
SK DMP ์†Œ๊ฐœ
โ€ข DMP Overview
โ€ข SK DMP ํŠน์ง•๊ณผ ํ™œ์šฉ
Media Mix
โ€ข Media Mix์˜ ํ•„์š”์„ฑ๊ณผ ๋ฐฉ๋ฒ•
์ €๋Š” ์ด ํ•œ ํ˜ธ ์ž…๋‹ˆ๋‹ค.
SK Guy
SK stoa, AD Tech ํŒ€, Product Manager
SK๋งŒ 4๋ฒˆ์งธ ํšŒ์‚ฌ : SK Teletech ๏ƒ  SK Telesys ๏ƒ  SK Planet ๏ƒ  SK stoa
Experience
O2O Service (leader) SK Planet DMP
Data Management Platform
Ad Tech P/F
Linear TV
AD P/F
Btv to
Digital
Transformation
ํœด๋Œ€ํฐ ๊ฐœ๋ฐœ์ž (SKY ๏ƒ  Wํฐ) Product Manager
์‹ค
์—…
์ž
SK stoa ํšŒ์‚ฌ ์†Œ๊ฐœ
Data Management Platform
๊ตญ๋‚ด ์ตœ๋Œ€ ์†Œ๋น„์ž ๋ฐ์ดํ„ฐ ๋ณด์œ 
Data Driven Biz.Company
Programmatic
๊ด‘๊ณ  ์†Œ๊ฐœ
Audience Buying Automatic Operating Optimization
Audience
Seg.
Profile
DMP DSP Attribution
(Media)
DATA
Digital MediaOptimization Solution
AudienceBuying์„ํ†ตํ•ด๋ชฉํ‘œํƒ€๊ฒŸ์—๊ฒŒ๋งž์ถคํ˜•๊ด‘๊ณ ๋ฅผ์‹ค์‹œ๊ฐ„์œผ๋กœ์ „๋‹ฌ
Programmatic Ads
Programmatic Ads
AD
Network
SSP
AD
Exchange
ํผ
๋ธ”
๋ฆฌ
์…”
๊ด‘
๊ณ 
์ฃผ
๋Œ€
ํ–‰
์‚ฌ
DSP
DMP
Programmatic Eco-system
Programmatic Ads
Video LUMAscape
Programmatic Ads
๊ด‘๊ณ ํŒจ๋Ÿฌ๋‹ค์ž„์˜ ๋ณ€ํ™”์‹œ์ž‘ (BTL์˜ ํ™•๋Œ€/์„ฑ์žฅ)
ATL์ค‘์‹ฌ์˜ ๊ด‘๊ณ ์‹œ์žฅ์ด IT๋ฒ„๋ธ”์„ ํ†ตํ•ด BTL๋กœ ํ™•๋Œ€ ๋˜์–ด ์ง€์†์  ์„ฑ์žฅ
- ๋‹ค์–‘ํ•œ ์ธํ„ฐ๋„ท ๋งค์ฒด ๋“ฑ์žฅ
- ํšŒ์› ์ˆ˜ ๊ธฐ์ค€์˜ ๋งค์ฒด ๊ฐ€์น˜ ํ‰๊ฐ€
- ์ˆ˜์ต๋ชจ๋ธ : ๊ด‘๊ณ  (๊ด‘๊ณ ์ฃผ์™€ ๋งค์ฒด ์ง์ ‘์˜์—…)
Programmatic Ads
๋“ฑ์žฅ ๋ฐฐ๊ฒฝ
* ๊ด‘๊ณ ์ฃผ : ์ผ์ผ์ด ๋งค์ฒด์™€ ๊ด‘๊ณ  ๊ณ„์•ฝ ์ฒด๊ฒฐ
* ๋Œ€ํ˜• ๋งค์ฒด : ๋‚จ๋Š” ์ธ๋ฒคํ† ๋ฆฌ๊ฐ€ ์ƒ๊ธฐ๊ธฐ ์‹œ์ž‘
* ์†Œํ˜• ๋งค์ฒด : ๊ด‘๊ณ  ์ˆ˜์ฃผ ์ž์ฒด๊ฐ€ ์–ด๋ ค์›€
ํŒ๋งค ๋ฐฉ๋ฒ•
* ์ธ๋ฒคํ† ๋ฆฌ๋ฅผ ํ•œ๊บผ๋ฒˆ์— ์—ฎ์–ด์„œ ํ•˜๋‚˜์˜ ์ด๋ฆ„์œผ๋กœ ํŒ๋งค
* Ad Tech ๋ณธ๊ฒฉํ™” : ์‹œ๊ฐ„๋Œ€๋ณ„ Scheduling, ์šฐ์„ ์ˆœ์œ„ ์ ์šฉ, CPC ๋ณดํŽธํ™”
* ์†Œ๊ทœ๋ชจ ๋ฌผ๋Ÿ‰๋„ ์†Œํ™” ๊ฐ€๋Šฅ
* ์ €๋ ดํ•œ ๋‹จ๊ฐ€ + ์–‘์งˆ์˜ ๋งค์ฒด + ์ ํ•ฉํ•œ Reporting
ํ™•์žฅ ๊ณ„๊ธฐ
* ์†Œํ˜• ๋ฏธ๋””์–ด ๋ฐœ๋‹ฌ : ์ธ๋ฒคํ† ๋ฆฌ, ์˜์—ญ์˜ ํญ๋ฐœ์  ํ™•๋Œ€
* ๊ธฐ์กด ๋งค์ฒด ์˜ํ–ฅ๋ ฅ ์•ฝํ™” : ํฌํ„ธ์˜ ์ง‘์ค‘ํ™”. ์ฐธ์—ฌ ํ™•๋Œ€
* ๊ด€๋ฆฌ ๋ฐ ๊ธฐํš ์ „๋ฌธ ์ธ๋ ฅํ™”
* ๋‹ค์–‘ํ•œ ํ˜•ํƒœ์˜ ์ƒํ’ˆ ๊ฐœ๋ฐœ
ADNetwork ๋“ฑ์žฅ(์ธ๋ฒคํ† ๋ฆฌ ์ตœ์ ํ™”)
Ad
Network
Ad
Network
Ad
Network
Ad
Network
Agency
Advertisers
Media
Programmatic Ads
- Ad Network๋Š” ํ•˜๋‚˜์˜ ํฐ ๋งค์ฒด์— ๊ฐ€๊นŒ์›€
์†Œํ˜•๋งค์ฒด : ๋‚จ๋Š” ์ธ๋ฒคํ† ๋ฆฌ, ๊ด‘๊ณ ์˜์—…์˜ ์–ด๋ ค์›€(๊ด‘๊ณ ์ฃผ-๋งค์ฒด)
๋Œ€ํ˜•๋งค์ฒด : ์ฐจ๋ณ„ํ™” ๋‹จ๊ฐ€ (๋‹ค์–‘ํ•œ ์ง€๋ฉด, ๋ฐฐ๋„ˆ ๋ชจ์–‘๋“ฑ), ์ธ๋ฒคํ† ๋ฆฌ์˜ ํšจ์œจ์  ๊ด€๋ฆฌ
- ๊ด‘๊ณ ์ฃผ๋Š” ๋” ๋งŽ์€ Inventory๊ฐ€, ๋งค์ฒด๋Š” ๋” ๋งŽ์€ ๊ด‘๊ณ ๊ฐ€ ํ•„์š”
- ๊ด‘๊ณ ์ฃผ(๊ด‘๊ณ )์™€ ๋งค์ฒด(Inventory)๋ฅผ ํ†ตํ•ฉ์ ์œผ๋กœ ์—ฐ๊ฒฐํ•˜๋Š” Platform : ๊ตํ™˜ ์‹œ์žฅ
- RTB ์ ์šฉ : ์‹ค์‹œ๊ฐ„์œผ๋กœ ๋…ธ์ถœ ๋‹จ๊ฐ€ ๊ณ„์‚ฐ, ์ ํ•ฉํ•œ ์—ฐ๊ฒฐ
- Ad Tech ๊ณ ๋„ํ™” ์‹œ์ž‘(๊ณ ๋„์˜ TR ์ฒ˜๋ฆฌ, ์•ˆ์ •์  ์—ฐ๋™๋Šฅ๋ ฅ ํ•„์š”)
๊ด‘๊ณ ๊ฐ€ ๋„˜์ณ๋‚˜๊ฑฐ๋‚˜
(Inventory๊ฐ€ ๋ชจ์ž๋ผ๊ฑฐ๋‚˜)
๊ด‘๊ณ ๊ฐ€ ๋ถ€์กฑํ•˜๊ฑฐ๋‚˜
(Inventory๊ฐ€ ๋‚จ๊ฑฐ๋‚˜)
๊ด‘๊ณ  ๋งค์ฒด
ADExchange (๊ด‘๊ณ ์™€ ์ธ๋ฒคํ† ๋ฆฌ ๊ตํ™˜์‹œ์žฅ)
Programmatic Ads
๊ด‘๊ณ ์ฃผ์˜ Optimization Needs
Optimization Attributes
Programmatic Ads
๋‹ค์–‘ํ•œAttribute๋ฅผ์กฐํ•ฉ,๊ด‘๊ณ ํšจ์œจ์ด๋†’์€๊ฒฝ์šฐํƒ์ƒ‰
๏ƒผ Audience Segment
๏ƒผ ๋งค์ฒด
๏ƒผ ์‹œ๊ฐ„๋Œ€
๏ƒผ OS
๏ƒผ Browser
๏ƒผ ์ง€์—ญ
๏ƒผ ์†Œ์žฌ
๏ƒผ ๋ฐฐ๋„ˆ ํฌ๊ธฐ
๏ƒผ ๋ฐฐ๋„ˆ ์ข…๋ฅ˜
๏ƒผ ๋ฐฐ๋„ˆ ์œ„์น˜
๏ƒผ โ€ฆ
๏ƒผ โ€ฆ
DSP(Demand SidePlatform)
- ๊ด‘๊ณ  ํšจ์œจ์ด ๋†’์€ ๊ฒฝ์šฐ์—๋งŒ ๊ด‘๊ณ  ๋…ธ์ถœ
- ๊ด‘๊ณ  ํšจ์œจ ๊ณ„์‚ฐ์„ ์œ„ํ•ด์„œ๋Š” ๊ด‘๊ณ  ๋น„์šฉ ๊ณ„์‚ฐ์ด ํ•„์ˆ˜ : RTB ๊ธฐ๋ณธ ํƒ‘์žฌ
- ๋‹ค์–‘ํ•œ ์˜ต์…˜๋“ค์˜ ์กฐํ•ฉ๋ณ„ ํšจ์œจ์„ ๊ฐ๊ฐ ๊ณ„์‚ฐํ•ด์„œ ์˜๋ฏธ ์žˆ๋Š” ์กฐํ•ฉ ํƒ์ƒ‰/๋…ธ์ถœ
- ๊ด‘๊ณ  KPI ์ž…๋ ฅ ํ•„์ˆ˜. Tracking Tool ์„ค์น˜ ํ•„์ˆ˜
- ๊ด‘๊ณ  KPI : CPC, CPI, CPE, CPA, CPM, ROAS ๋“ฑ
MachineLearning
Handwork
Report Review
modification
BigData A.I.
Programmatic Ads
๏ƒผ Audience์˜๊ด€์‹ฌ์‚ฌ,์„ฑํ–ฅ์„์ •์˜ํ• ์ˆ˜์žˆ๋Š”
๏ƒผ ๋‹ค์–‘ํ•œData๋“ค์„๋ชจ์•„์„œ
๏ƒผ Audience๊ธฐ์ค€์œผ๋กœData๋ฅผ์ •๋ฆฌํ•˜๊ณ 
๏ƒผ Segment๋“ค์„์ƒ์„ฑํ•˜์—ฌ
๏ƒผ Audience์˜Segment์ •๋ณด๋ฅผ๋ชจ์•„๋‘๊ณ ์ „๋‹ฌํ•จ
DMP(Data Management Platform)
Audience?
๋น„์‹๋ณ„/๋น„๋™์˜
Coverage(๋ชจ์ˆ˜)
์š”์•ฝ๋œ์ •๋ณด
Programmatic Ads
DMP(Data Management Platform)
Data ๊ฐ€๊ณต
Data
Warehouse
Segmentation
Dashboard
Engine
Raw data
โ€œLogโ€
DSP ์—ฐ๋™
โ€œAPIโ€
Data Supplier DMP
Data TransferData Analytics
Data๋ฅผ๊ฐ€์ง„์ž&๋ฐ์ดํ„ฐ๋ฅผ์ดํ•ดํ•˜๋Š”์ž
Programmatic Ads
์—ญํ•  1 : ๋‹ค์–‘ํ•œ ๊ด‘๊ณ ์˜ ํ†ตํ•ฉ ๊ด€๋ฆฌ
๋‹ค์–‘ํ•œ ๊ฑฐ๋ž˜์ฒ˜๋“ค๊ณผ ํŽธํ•˜๊ฒŒ ์—ฐ๋™ํ•  ์ˆ˜ ์žˆ๋„๋ก Platform ์ œ๊ณต
(์ง์ ‘ ์˜์—…, Ad Network, Ad Exchange ๋“ฑ)
์—ญํ•  2 : RTB ์ œ๊ณต ๏ƒ  ์ˆ˜์ต ์ตœ์ ํ™” ๊ธฐ๋Šฅ
- ๋‹ค์–‘ํ•œ ๊ด‘๊ณ  ์š”๊ตฌ ์ค‘ ์ตœ๋Œ€ ์ˆ˜์ต์ฒ˜์— Inventory ์ œ๊ณต
(์ง์ ‘ ์˜์—…, Ad Network, Ad Exchange ๋“ฑ)
[๋งค์ฒด์˜ ํ•„์š” ๊ธฐ๋Šฅ]
- ๊ด‘๊ณ  ์˜์—… (์˜ˆ : Naver Time Board)
- Ad Network ์—ฐ๊ฒฐ ๋ฐ ๊ด€๋ฆฌ
- ๊ด‘๊ณ  Scheduling, ๊ด€๋ฆฌ, ์ •์‚ฐ ๋“ฑ
SSP(SupplySidePlatform)
๋งค์ฒด์˜์ด์ต์„๊ทน๋Œ€ํ™”์‹œํ‚ค๋Š”Platform
SSP
ADN
ADX
Media
Media
Media
Media
Media
0.1~0.001์ดˆ ์‚ฌ์ด
2. AdID
DSP Media
DMP
AD
Exchange
3. Bid ์š”์ฒญ
4. ์ž…์ฐฐ
5. ๋‚™์ฐฐ ์•ˆ๋‚ด
1. Inventory
Audience Info.
6. ๊ด‘๊ณ  ์†ก์ถœ
Real-Time Bidding
Seg1(๊ณจํ”„) = AdID {1,2,3,4,โ€ฆ}
Seg2(์œ ์•„) = AdID {1,3,14,โ€ฆ}
Seg3(์—ฌํ–‰) = AdID {11,12,3,4,โ€ฆ}
โ€ฆ
Programmatic Ads
RTB(Real TimeBidding)
๏ƒผ Open Auction (RTB)
๏ƒผ Private Marketplace (PMP)
๏ƒผ Programmatic Guaranteed
๏ƒผ Preferred Deal
Programmatic Ads
Programmatic ๊ด‘๊ณ  ๊ฑฐ๋ž˜ ๋ฐฉ๋ฒ•
MediaMath ๊ต์œก์ž๋ฃŒ ์ฐธ๊ณ 
SK stoa์˜
Programmatic
TV
์ธ์‚ฌ ๋“œ๋ฆฝ๋‹ˆ๋‹ค~
Video Media ์†Œ๊ฐœ
TV์ข…๋ฅ˜
Addressable TV
(๊ฐ€๊ตฌ ๋‹จ์œ„ Audience)
Traditional TV
(์ปจํ…์ธ ๋ณ„ Audience)
Connected TV
(๊ฐœ์ธ๋‹จ์œ„ Audience)
Video Media ์†Œ๊ฐœ
Addressable TV (ATV)
Addressable TV๋Š” ์ผ๋ฐ˜์ ์ธ TV์˜ ํ™”๋ฉด ํฌ๊ธฐ๋กœ ๊ฐ€๊ตฌ๋‹จ์œ„์˜ ์‹๋ณ„์ด ๊ฐ€๋Šฅํ•œ TV
์ผ๋ฐ˜์ ์œผ๋กœ cable์ด๋‚˜ satellite ๋“ฑ๊ณผ ๊ฐ™์ด Set-top box๋ฅผ ํ†ตํ•ด์„œ ์„œ๋น„์Šค ์ œ๊ณต
Addressable TV
(๊ฐ€๊ตฌ ๋‹จ์œ„ Audience)
Video Media ์†Œ๊ฐœ
Connected TV(CTV)
Connected TV๋Š” ์ธํ„ฐ๋„ท ์—ฐ๊ฒฐ์„ ํ†ตํ•ด stream contents๋ฅผ ์†Œ๋น„ํ•  ์ˆ˜ ์žˆ๋Š” TV
Smart TV์— Application์„ ์„ค์น˜ํ•˜์—ฌ ์‚ฌ์šฉ ๋˜๋Š” OTT(Apple TV, Google TV ๋“ฑ)
์žฅ๋น„๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ contents๋ฅผ ์†Œ๋น„ํ•  ์ˆ˜ ์žˆ์Œ
Internet
Connected TV
(๊ฐœ์ธ๋‹จ์œ„ Audience)
Screens Applications
ATV Media์˜ ๋งค๋ ฅ
Video AdPerformance ์ธก๋ฉด์—์„œ ์šฐ์ˆ˜
Programmatic TV
๋ฏธ๊ตญ์‹œ์žฅ์˜๊ฒฝ์šฐ2019๋…„๊นŒ์ง€TV๊ด‘๊ณ ์˜ˆ์‚ฐ์˜10%์ด์ƒ์ด Programmatic๋ฐฉ์‹์œผ๋กœ์ œ๊ณต๋ ๊ฒƒ,
2021๋…„๊นŒ์ง€TV๊ด‘๊ณ ์˜ˆ์‚ฐ์˜1/5์„์ฐจ์ง€ํ• ๊ฒƒ์ด๋ผ๊ณ ์˜ˆ์ธก
์‹œ์žฅ ํ™˜๊ฒฝ์˜ ๋ณ€ํ™”
1%
4%
8%
12%
15%
17%
Programmatic TV์˜ TV์‹œ์žฅ๋Œ€๋น„ ๋น„์œจ
์‹œ์žฅ ํ™˜๊ฒฝ์˜ ๋ณ€ํ™”
Global ์‚ฌ์—…์ž๋“ค์˜ ๋ณ€์‹ 
์˜๊ตญ Sky TV
Programmatic TV ads are coming to Sky next year
๏ƒผ Sky AdSmart : ๊ด‘๊ณ  P/F
๏ƒผ ์—ฐ๋‚ด SSP platform ๊ฐœ๋ฐœ
๏ƒผ High Margin
ํ™์ฝฉ TVB
Discovering innovative ways to reach
new prospects outside of broadcast TV
๏ƒผ myTV SUPER CTV and OTT
๏ƒผ TBV์˜ CTV์™€ OTT Programmatic
๊ด‘๊ณ  ์ง„ํ–‰ ๊ฒฐ๊ณผ ๋น„๊ต
๊ทธ๋Ÿผ์—๋„
๋ถˆ๊ตฌํ•˜๊ณ ...
๋‹จํŽธ์  ๋ฌธ์ œํ•ด๊ฒฐ์ด ์•„๋‹Œ ๋‹ค๋ฉด์ /๋ณตํ•ฉ์  ๋ฌธ์ œ ํ•ด๊ฒฐํ•„์š”
Programmatic TV ์ „ํ™˜์˜ ์žฅ์• ์š”์ธ
ํ์‡„์  TV ๊ด‘๊ณ ์‹œ์žฅ๊ตฌ์กฐ
TV๊ด‘๊ณ ๊ณ„์˜ Digital ์ „๋ฌธ๊ฐ€ ๋ถ€์กฑ
Frontier ์ •์‹  ๋ถ€์žฌ(Risk)
๊ด‘๊ณ  ์‹œ์Šคํ…œ ๋ถ€์‹ค
Network Infra ๋ถ€์กฑ
๋Œ€๊ทœ๋ชจ ํˆฌ์ž
Digital ๊ด‘๊ณ  ์‹œ์žฅ ๋ถˆํ™•์‹ 
TV๊ด‘๊ณ  ์‹œ์žฅ์˜ ๊ธฐ๋“๊ถŒ ์˜์‹
Data ๋ถ€์กฑ
Targeting ๋ฐฉ๋ฒ• ๋ถ€์žฌ
Digital ๊ด‘๊ณ ์™€ ํ˜‘๋ ฅ์˜์‹ ๋ถ€์กฑ
Global 3๋ฒˆ์งธ
Asia 1๋ฒˆ์งธ
Programmatic
TV์‹œ์žฅ ์ง„์ž…
Media SSP ADX DSP
ONEAD
SK DAVID
(stoa DSP)
Data
Programmatic TV ์ƒํƒœ๊ณ„ ์—ฐ๊ฒฐ
Value Chain์ƒ์—ฐ๊ฒฐ ๊ตฌ์„ฑ
stoa ๊ด‘๊ณ  P/F
TV SSP ADX DSP
๊ด‘๊ณ ์ฃผTV ๋ฏธ๋””์–ด๋ ™
Program
-matic TV
๊ธฐ์กด VOD
์œ ํ†ต๊ตฌ์กฐ
Online Online
๊ด‘๊ณ ์ฃผ
Digitalํ™”๋ฅผ ํ†ตํ•œ ๊ด‘๊ณ ๊ตฌ๋งค/์ง‘ํ–‰ ์ž๋™ํ™”
๊ด‘๊ณ ์ง‘ํ–‰Process๋‹จ์ถ•:DSP์—์„œ์ง์ ‘ํ”Œ๋ž˜๋‹,๊ตฌ๋งค,์ง‘ํ–‰,๋ฆฌํฌํŠธ๊ฐ€๋Šฅ
๊ด‘๊ณ ๊ตฌ๋งคโ€“์ง‘ํ–‰์ „๊ณผ์ •์‹œ๊ฐ„๋‹จ์ถ•
์‹ค์‹œ๊ฐ„VOD๊ด‘๊ณ InventoryํŒ๋งค/๊ตฌ๋งค
TV์˜ Digital Transformation
๊ด‘๊ณ ์ œ์•ˆ์ฒญ์•ฝํ™•์ธ
Targeting ๊ฐ€๋Šฅ์—ฌ๋ถ€ ๊ด‘๊ณ  ๋Œ€์ƒ ํ™•์ธ
๋…ธ์ถœ ๋ฆฌํฌํŠธ ํ™•์ธ๋…ธ์ถœ ๋ฆฌํฌํŠธ ์ž‘์„ฑ
Online
๊ด‘๊ณ  ๊ตฌ๋งค๊ด‘๊ณ  ์ง‘ํ–‰
SK์™€ ํ•จ๊ป˜
Data Driving
SK Data
Programmatic TV ๋Œ€๊ฐœ๋ด‰
SK DMP ์†Œ๊ฐœ
Data Source
SK DMP ์†Œ๊ฐœ
Segments
Segment๊ตฌ์„ฑ
+
DataAttributes๋ถ„์„์„ํ†ตํ•ดํŠน์„ฑํ™”๋œSegment๋ฅผ์ถ”์ถœํ•˜์—ฌ
ํ‘œ์ค€Segment110์—ฌ๊ฐœ์™€๊ณ ๊ฐ์˜Needs์—๋”ฐ๋ผ์ƒ์„ฑํ•˜๋Š”CustomSegment๋ฅผ์ œ๊ณต
SK DMP ์†Œ๊ฐœ
Segments ์ถ”์ถœ ์˜ˆ์‹œ
SK DMP ์†Œ๊ฐœ
Program
Targeting
DMP๋ฅผํ™œ์šฉ๊ด‘๊ณ ์ฃผ/๋ธŒ๋žœ๋“œ์— ๊ฐ€์žฅ์ ํ•ฉํ•œ๊ณ ๊ฐ(Household)Segment์— ๊ด‘๊ณ ๋ฅผ๋…ธ์ถœํ•˜๋Š” ํƒ€๊ฒŸํŒ…๋ฐฉ์‹
Audience
Targeting๏ƒผ
๏ƒผ
๏ƒผ
๏ƒผ
Audience Targeting
์›ํ•˜๋Š” Audience์—๊ฒŒ ๊ด‘๊ณ  ๋…ธ์ถœ ๏ƒ  ๊ณ ๊ฐ Insight ์œ ์ง€/ํ™•๋Œ€
: KPI๋‹ฌ์„ฑ๋„ ์ค‘์š”ํ•˜์ง€๋งŒ, ๋ฌด์ž‘์œ„ ๋…ธ์ถœ๋กœ ๋‹ฌ์„ฑํ•œ KPI๋Š” ๋‹จ์ˆœ ์ˆซ์ž์— ๋ถˆ๊ณผํ•  ์ˆ˜๋„...
SKP DMP ์†Œ๊ฐœ
๊ด‘๊ณ ์ฃผ ์ธก๋ฉด ๋น„์šฉ์˜ ํšจ์œจ์ ์ธ ์ง‘ํ–‰
Target ๊ณ ๊ฐ ์žฌ๊ณ 
New ๊ณ ๊ฐ ๋ฐœ๊ฒฌ
Brand Loyalty ํ™•๋ณด
๊ณ ๊ฐ Profiling
Retention ๋ฐ ์ดํƒˆ
Trend ํŒŒ์•…
Marketing Insight
๋งค์ฒด๋Š” Audience Buying์„ ํ†ตํ•ด์„œ Inventory ์žฌํ‰๊ฐ€
Inventory ํ‰๊ฐ€
โ€ข Traffics
โ€ข Banner Size, Position
Unsold ์ฒ˜๋ฆฌ
โ€ข Bulk ํŒ๋งค (๋คํ•‘)
Inventory ํ‰๊ฐ€
โ€ข ์ ‘์† Audience์˜ ๊ฐ€์น˜
Unsold ์ฒ˜๋ฆฌ
โ€ข ์ ‘์† Audience์— ๋”ฐ๋ผ ๊ฐ€๊ฒฉ ์ฐจ
๋ณ„ํ™”
Audience Quality = ๋งค์ถœ
SKP DMP ์†Œ๊ฐœ
๋งค์ฒด์ธก๋ฉด ์ธ๋ฒคํ† ๋ฆฌ์˜ ํšจ์œจ์  ์šด์˜๊ณผ์ด์œค๊ทน๋Œ€ํ™”
๋‹จ์ˆœ Programmatic ๊ด‘๊ณ 
Audience Targeting
Programmatic ๊ด‘๊ณ 
๋˜‘๋˜‘ํ•œ ๊ด‘๊ณ ๋ฅผ
์œ„ํ•œ SK stoa์˜
Media Top 3
1. VOD ๊ด‘๊ณ  (VOD#)
IPTV VOD ๊ด‘๊ณ  ๋Š”์ฝ˜ํ…์ธ  ์‹œ์ฒญ์ „๋…ธ์ถœ๋กœ ์ตœ์ƒ์˜ Viewability ์ œ๊ณต
VOD๊ด‘๊ณ ๋Š” Full Contents ์‹œ์ฒญ ์ „ ๋…ธ์ถœ๋จ์— ๋”ฐ๋ผ ๊ด‘๊ณ  ํšŒํ”ผ ๋ถˆ๊ฐ€ โ–ถ ๋†’์€ ์ฃผ๋ชฉ๋„
ํƒ€ ๋งค์ฒด(์ƒํ’ˆ) ๋Œ€๋น„ ๋†’์€ ๊ด‘๊ณ ํšจ์œจ (ํšŒ์ƒ์œจ, ์žฌ์ธ์œจ, ์ง‘์ค‘๋„)
๏ƒผ
๏ƒผ
๏ƒผ
๏ƒผ
๏ƒผ
๏ƒผ
2. Linear TV ๊ด‘๊ณ  (Smart Big AD)
Btv
3. Oksusu ๊ด‘๊ณ 
์†Œ๋น„์™€ ๋ฏธ๋””์–ด ์ด์šฉ๋ฅ ์ด ๋†’์€2646๋‚จ๋…€ 65% ์ฐจ์ง€
Oksusu๋Š” ๋‚จ์„ฑ์ด ์—ฌ์„ฑ์— ๋น„ํ•ด 55%๋กœ ๋†’์€ ๋น„์ค‘์„ ์ฐจ์ง€
๋””์ง€ํ„ธ ๋งˆ์ผ€ํŒ… ์„ ํ˜ธ ํƒ€๊ฒŸ์ธ 2050 ๋‚จ๋…€ 86%์ฐจ์ง€, ํŠนํžˆ 20๋Œ€๋Š” ์—ฌ์„ฑ์ด ๋‹ค์†Œ ๋†’์Œ
4. Programmatic TV ํ˜„ํ™ฉ ๋ฐ ๊ณ„ํš
2 31
2019๋…„ ์˜ˆ์ •2018. 10 ์ถœ์‹œ
Programmatic TV๊ณ„ํš
18๋…„ 10์›” VOD Pre-roll๋ฅผ ์‹œ์ž‘ (Post, Mid-roll ํ™•๋Œ€)
19๋…„์—๋Š” ๋‹จ๊ณ„์ ์œผ๋กœ Linear TV์™€ Oksusu๋กœ Media ํ™•๋Œ€ ๊ณ„ํš
๊ด‘๊ณ ์ฃผ๊ฐ€ ์›ํ•˜๋Š”
MediaMix
Digital๊ณผ TV์˜ ๋ถ„์ ˆ Digital๊ณผ TV์˜ ํ†ตํ•ฉ
Mobile์„ ๋„˜์–ด TV ๊นŒ์ง€...
Digital๊ณผ TV์˜ํ†ตํ•ฉํ•„์š”์„ฑ
TV๋ฅผ ๋„˜์–ด Mobile๊นŒ์ง€...
IDPairing๋ฅผ ํ†ตํ•œOmni-Channel ๊ตฌํ˜„
STBMobile DMP
STB_ADID
&
ADID
Pairing
ADID
Passing
TV vs Mobile ID Zero Configuration
TV์™€ Mobile ์ด ํ•จ๊ป˜...
<SKP DMP ์ˆ˜์ง‘๋ฐ์ดํ„ฐ>& <์…‹ํ†ฑ๋ฐ•์Šค> ํŽ˜์–ด๋ง์„ ํ†ตํ•ด ์›ํ•˜๋Š” Target Audience์ƒ์„ฑ
(ํ˜„์žฌ๋Š” Btv์™€ oksusu ํ•œ์ • ๊ฐ€๋Šฅ)
N-Screen ๋™์˜์ƒ ๊ด‘๊ณ ์— ํŠนํ™”๋œํ”Œ๋žซํผ ์„œ๋น„์Šค๋ฅผ ์ œ๊ณต
ZeroConf.๊ธฐ์ˆ ๋ ฅ์„ํ†ตํ•ด DeviceDataLinkํ•˜์—ฌ๊ด‘๊ณ ํƒ€๊ฒŸ์ •๊ตํ™”๋ฅผ๊ตฌํ˜„
N-Screen ์ง€์›(Btvโ€“oksusuํ•œ์ •)
๊ทธ๋ž˜์„œ ์–ด๋–ป๊ฒŒ
๊ด‘๊ณ ๋ฅผ ์ง‘ํ–‰ํ•  ์ˆ˜
์žˆ์ฃ ?
Programmatic TV ๋‹จ์ผ ์ง‘ํ–‰
DSP+DMP ๋ฅผํ™œ์šฉํ•œ ์‰ฌ์šด์บ ํŽ˜์ธ ์ง‘ํ–‰
DSP๋ฅผ ํ†ตํ•ด ์†์‰ฝ๊ฒŒ ์บ ํŽ˜์ธ ์ง‘ํ–‰ ๊ฐ€๋Šฅ
TV๋งค์ฒด์˜ ๋ธŒ๋žœ๋“œ ์ธ์ง€๋„ + Targeting์„ ํ†ตํ•œ ๋น„์šฉ์˜ ํšจ์œจ์  ์ง‘ํ–‰
DSP ์žฅ์  SK ์ธ์ง€๋„
Mass Media
๋ธŒ๋žœ๋“œ ์ธ์ง€๋„
๋ถ„์„/๋ฆฌํฌํŠธ
Real-time ์šด์˜
์ตœ์ ํ™”
TV
Contents
PIN-POINT
Audience
Targeting
Contents๋ฅผ ์„ ํƒํ•˜์—ฌ ๊ด‘๊ณ ๋…ธ์ถœ
ๅ…ง
Contents Targeting
์‹œ๊ตฐ๊ตฌ ๋‹จ์œ„ ์ง€์—ญ, 24์‹œ๊ฐ„
PIN-POINTTargeting
์‚ฌ์šฉ์ž๋ณ„ ๊ด€์‹ฌ์‚ฌ, Demo๋ฅผ ์„ ํƒํ•˜์—ฌ ๊ด‘๊ณ  ๋…ธ์ถœ
Audience Targeting
30%
40%
20%
Programmatic Video (MediaMix)
Index
CPM
CVR
CTR
โ€ฆ
MediaMix๋ฅผ ํ†ตํ•œ์บ ํŽ˜์ธ ์ตœ์ ํ™” ์ง„ํ–‰(์˜ˆ์‹œ)
Media์†์„ฑ
Price
Complete
View
Click
Media Type
Web
Btv (TV)
๊ณฐTV (App)
Data
Non-
Targeting
Contents
Audience
โ€ฆ โ€ฆ โ€ฆ
KPI
CPM
5,000์›
CVR
50%
CTR
3%
๊ด‘๊ณ ์ฃผ์˜ KPI๋Š” ๋‹ค์–‘ํ•˜๊ณ  ๋ณต์žกํ•ด์ง์— ๋”ฐ๋ผ, ์ตœ์ ์˜ Media ์†์„ฑ(๊ฐ€๊ฒฉ, Complete View, Click
๋“ฑ)์— ๋งž๊ฒŒ ๊ด‘๊ณ  ์˜ˆ์‚ฐ์„ ๋ถ„๋ฐฐํ•˜๊ณ  ์ง‘ํ–‰ ํ•„์š”
Targeting
11๋ฒˆ๊ฐ€ โ€“ ๊ฒฝ์Ÿ์‚ฌ์ œํ’ˆ๊ตฌ๋งค
Tmap โ€“ ๋ฐฑํ™”์ , ํŽธ์ง‘์ˆ
๋ชฉ์ ์ง€๊ฒ€์ƒ‰์ด๋ ฅ
ํ™ˆ์‡ผํ•‘ โ€“ ๋ทฐํ‹ฐ ์ฝ˜ํ…์ธ ์‹œ์ฒญ์ด๋ ฅ
3049 ์—ฌ์„ฑ ์‹œ์ฒญ ์ปจํ…์ธ 
๏ƒผ
Programmatic Video (MediaMix)
์ง‘ํ–‰์˜ˆ์‹œ
Media
Btv
VOD
GOM TV>
Video ๊ด‘๊ณ  ์˜์—ญ
๊ด‘๊ณ  ์†ก์ถœAudienceDSP
oksusu
VOD
์ข€ ์–ด๋ ต์ฃ ?
์–ธ์ œ๋“ ์ง€
์—ฐ๋ฝ์ฃผ์„ธ์š”~
๋. ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค.

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Age of programmatic ad &amp; tv

  • 2. Contents Programmatic ๊ด‘๊ณ  ์†Œ๊ฐœ โ€ข Ecosystem ๊ตฌ์„ฑ โ€ข Ad P/F ์˜ ํƒœ์ƒ๊ณผ ์—ญํ•  Btv - Programmatic TV ์†Œ๊ฐœ โ€ข ๋””์ง€ํ„ธ TV ๋ฏธ๋””์–ด ์ข…๋ฅ˜์™€ ์ฐจ์ด โ€ข Btv์˜ Programmatic ์ƒํƒœ๊ณ„ ์ง„์ž… ๋ฐฉ๋ฒ•๊ณผ ์—ญํ•  โ€ข ์‚ฌ์—…์ถ”์ง„ ํ˜„ํ™ฉ ๋ฐ ๊ณ„ํš SK DMP ์†Œ๊ฐœ โ€ข DMP Overview โ€ข SK DMP ํŠน์ง•๊ณผ ํ™œ์šฉ Media Mix โ€ข Media Mix์˜ ํ•„์š”์„ฑ๊ณผ ๋ฐฉ๋ฒ•
  • 3. ์ €๋Š” ์ด ํ•œ ํ˜ธ ์ž…๋‹ˆ๋‹ค. SK Guy SK stoa, AD Tech ํŒ€, Product Manager SK๋งŒ 4๋ฒˆ์งธ ํšŒ์‚ฌ : SK Teletech ๏ƒ  SK Telesys ๏ƒ  SK Planet ๏ƒ  SK stoa Experience O2O Service (leader) SK Planet DMP Data Management Platform Ad Tech P/F Linear TV AD P/F Btv to Digital Transformation ํœด๋Œ€ํฐ ๊ฐœ๋ฐœ์ž (SKY ๏ƒ  Wํฐ) Product Manager ์‹ค ์—… ์ž
  • 4. SK stoa ํšŒ์‚ฌ ์†Œ๊ฐœ Data Management Platform ๊ตญ๋‚ด ์ตœ๋Œ€ ์†Œ๋น„์ž ๋ฐ์ดํ„ฐ ๋ณด์œ  Data Driven Biz.Company
  • 6. Audience Buying Automatic Operating Optimization Audience Seg. Profile DMP DSP Attribution (Media) DATA Digital MediaOptimization Solution AudienceBuying์„ํ†ตํ•ด๋ชฉํ‘œํƒ€๊ฒŸ์—๊ฒŒ๋งž์ถคํ˜•๊ด‘๊ณ ๋ฅผ์‹ค์‹œ๊ฐ„์œผ๋กœ์ „๋‹ฌ Programmatic Ads
  • 9. Programmatic Ads ๊ด‘๊ณ ํŒจ๋Ÿฌ๋‹ค์ž„์˜ ๋ณ€ํ™”์‹œ์ž‘ (BTL์˜ ํ™•๋Œ€/์„ฑ์žฅ) ATL์ค‘์‹ฌ์˜ ๊ด‘๊ณ ์‹œ์žฅ์ด IT๋ฒ„๋ธ”์„ ํ†ตํ•ด BTL๋กœ ํ™•๋Œ€ ๋˜์–ด ์ง€์†์  ์„ฑ์žฅ - ๋‹ค์–‘ํ•œ ์ธํ„ฐ๋„ท ๋งค์ฒด ๋“ฑ์žฅ - ํšŒ์› ์ˆ˜ ๊ธฐ์ค€์˜ ๋งค์ฒด ๊ฐ€์น˜ ํ‰๊ฐ€ - ์ˆ˜์ต๋ชจ๋ธ : ๊ด‘๊ณ  (๊ด‘๊ณ ์ฃผ์™€ ๋งค์ฒด ์ง์ ‘์˜์—…)
  • 10. Programmatic Ads ๋“ฑ์žฅ ๋ฐฐ๊ฒฝ * ๊ด‘๊ณ ์ฃผ : ์ผ์ผ์ด ๋งค์ฒด์™€ ๊ด‘๊ณ  ๊ณ„์•ฝ ์ฒด๊ฒฐ * ๋Œ€ํ˜• ๋งค์ฒด : ๋‚จ๋Š” ์ธ๋ฒคํ† ๋ฆฌ๊ฐ€ ์ƒ๊ธฐ๊ธฐ ์‹œ์ž‘ * ์†Œํ˜• ๋งค์ฒด : ๊ด‘๊ณ  ์ˆ˜์ฃผ ์ž์ฒด๊ฐ€ ์–ด๋ ค์›€ ํŒ๋งค ๋ฐฉ๋ฒ• * ์ธ๋ฒคํ† ๋ฆฌ๋ฅผ ํ•œ๊บผ๋ฒˆ์— ์—ฎ์–ด์„œ ํ•˜๋‚˜์˜ ์ด๋ฆ„์œผ๋กœ ํŒ๋งค * Ad Tech ๋ณธ๊ฒฉํ™” : ์‹œ๊ฐ„๋Œ€๋ณ„ Scheduling, ์šฐ์„ ์ˆœ์œ„ ์ ์šฉ, CPC ๋ณดํŽธํ™” * ์†Œ๊ทœ๋ชจ ๋ฌผ๋Ÿ‰๋„ ์†Œํ™” ๊ฐ€๋Šฅ * ์ €๋ ดํ•œ ๋‹จ๊ฐ€ + ์–‘์งˆ์˜ ๋งค์ฒด + ์ ํ•ฉํ•œ Reporting ํ™•์žฅ ๊ณ„๊ธฐ * ์†Œํ˜• ๋ฏธ๋””์–ด ๋ฐœ๋‹ฌ : ์ธ๋ฒคํ† ๋ฆฌ, ์˜์—ญ์˜ ํญ๋ฐœ์  ํ™•๋Œ€ * ๊ธฐ์กด ๋งค์ฒด ์˜ํ–ฅ๋ ฅ ์•ฝํ™” : ํฌํ„ธ์˜ ์ง‘์ค‘ํ™”. ์ฐธ์—ฌ ํ™•๋Œ€ * ๊ด€๋ฆฌ ๋ฐ ๊ธฐํš ์ „๋ฌธ ์ธ๋ ฅํ™” * ๋‹ค์–‘ํ•œ ํ˜•ํƒœ์˜ ์ƒํ’ˆ ๊ฐœ๋ฐœ ADNetwork ๋“ฑ์žฅ(์ธ๋ฒคํ† ๋ฆฌ ์ตœ์ ํ™”) Ad Network Ad Network Ad Network Ad Network Agency Advertisers Media
  • 11. Programmatic Ads - Ad Network๋Š” ํ•˜๋‚˜์˜ ํฐ ๋งค์ฒด์— ๊ฐ€๊นŒ์›€ ์†Œํ˜•๋งค์ฒด : ๋‚จ๋Š” ์ธ๋ฒคํ† ๋ฆฌ, ๊ด‘๊ณ ์˜์—…์˜ ์–ด๋ ค์›€(๊ด‘๊ณ ์ฃผ-๋งค์ฒด) ๋Œ€ํ˜•๋งค์ฒด : ์ฐจ๋ณ„ํ™” ๋‹จ๊ฐ€ (๋‹ค์–‘ํ•œ ์ง€๋ฉด, ๋ฐฐ๋„ˆ ๋ชจ์–‘๋“ฑ), ์ธ๋ฒคํ† ๋ฆฌ์˜ ํšจ์œจ์  ๊ด€๋ฆฌ - ๊ด‘๊ณ ์ฃผ๋Š” ๋” ๋งŽ์€ Inventory๊ฐ€, ๋งค์ฒด๋Š” ๋” ๋งŽ์€ ๊ด‘๊ณ ๊ฐ€ ํ•„์š” - ๊ด‘๊ณ ์ฃผ(๊ด‘๊ณ )์™€ ๋งค์ฒด(Inventory)๋ฅผ ํ†ตํ•ฉ์ ์œผ๋กœ ์—ฐ๊ฒฐํ•˜๋Š” Platform : ๊ตํ™˜ ์‹œ์žฅ - RTB ์ ์šฉ : ์‹ค์‹œ๊ฐ„์œผ๋กœ ๋…ธ์ถœ ๋‹จ๊ฐ€ ๊ณ„์‚ฐ, ์ ํ•ฉํ•œ ์—ฐ๊ฒฐ - Ad Tech ๊ณ ๋„ํ™” ์‹œ์ž‘(๊ณ ๋„์˜ TR ์ฒ˜๋ฆฌ, ์•ˆ์ •์  ์—ฐ๋™๋Šฅ๋ ฅ ํ•„์š”) ๊ด‘๊ณ ๊ฐ€ ๋„˜์ณ๋‚˜๊ฑฐ๋‚˜ (Inventory๊ฐ€ ๋ชจ์ž๋ผ๊ฑฐ๋‚˜) ๊ด‘๊ณ ๊ฐ€ ๋ถ€์กฑํ•˜๊ฑฐ๋‚˜ (Inventory๊ฐ€ ๋‚จ๊ฑฐ๋‚˜) ๊ด‘๊ณ  ๋งค์ฒด ADExchange (๊ด‘๊ณ ์™€ ์ธ๋ฒคํ† ๋ฆฌ ๊ตํ™˜์‹œ์žฅ)
  • 13. Programmatic Ads ๋‹ค์–‘ํ•œAttribute๋ฅผ์กฐํ•ฉ,๊ด‘๊ณ ํšจ์œจ์ด๋†’์€๊ฒฝ์šฐํƒ์ƒ‰ ๏ƒผ Audience Segment ๏ƒผ ๋งค์ฒด ๏ƒผ ์‹œ๊ฐ„๋Œ€ ๏ƒผ OS ๏ƒผ Browser ๏ƒผ ์ง€์—ญ ๏ƒผ ์†Œ์žฌ ๏ƒผ ๋ฐฐ๋„ˆ ํฌ๊ธฐ ๏ƒผ ๋ฐฐ๋„ˆ ์ข…๋ฅ˜ ๏ƒผ ๋ฐฐ๋„ˆ ์œ„์น˜ ๏ƒผ โ€ฆ ๏ƒผ โ€ฆ DSP(Demand SidePlatform) - ๊ด‘๊ณ  ํšจ์œจ์ด ๋†’์€ ๊ฒฝ์šฐ์—๋งŒ ๊ด‘๊ณ  ๋…ธ์ถœ - ๊ด‘๊ณ  ํšจ์œจ ๊ณ„์‚ฐ์„ ์œ„ํ•ด์„œ๋Š” ๊ด‘๊ณ  ๋น„์šฉ ๊ณ„์‚ฐ์ด ํ•„์ˆ˜ : RTB ๊ธฐ๋ณธ ํƒ‘์žฌ - ๋‹ค์–‘ํ•œ ์˜ต์…˜๋“ค์˜ ์กฐํ•ฉ๋ณ„ ํšจ์œจ์„ ๊ฐ๊ฐ ๊ณ„์‚ฐํ•ด์„œ ์˜๋ฏธ ์žˆ๋Š” ์กฐํ•ฉ ํƒ์ƒ‰/๋…ธ์ถœ - ๊ด‘๊ณ  KPI ์ž…๋ ฅ ํ•„์ˆ˜. Tracking Tool ์„ค์น˜ ํ•„์ˆ˜ - ๊ด‘๊ณ  KPI : CPC, CPI, CPE, CPA, CPM, ROAS ๋“ฑ MachineLearning Handwork Report Review modification BigData A.I.
  • 14. Programmatic Ads ๏ƒผ Audience์˜๊ด€์‹ฌ์‚ฌ,์„ฑํ–ฅ์„์ •์˜ํ• ์ˆ˜์žˆ๋Š” ๏ƒผ ๋‹ค์–‘ํ•œData๋“ค์„๋ชจ์•„์„œ ๏ƒผ Audience๊ธฐ์ค€์œผ๋กœData๋ฅผ์ •๋ฆฌํ•˜๊ณ  ๏ƒผ Segment๋“ค์„์ƒ์„ฑํ•˜์—ฌ ๏ƒผ Audience์˜Segment์ •๋ณด๋ฅผ๋ชจ์•„๋‘๊ณ ์ „๋‹ฌํ•จ DMP(Data Management Platform) Audience? ๋น„์‹๋ณ„/๋น„๋™์˜ Coverage(๋ชจ์ˆ˜) ์š”์•ฝ๋œ์ •๋ณด
  • 15. Programmatic Ads DMP(Data Management Platform) Data ๊ฐ€๊ณต Data Warehouse Segmentation Dashboard Engine Raw data โ€œLogโ€ DSP ์—ฐ๋™ โ€œAPIโ€ Data Supplier DMP Data TransferData Analytics Data๋ฅผ๊ฐ€์ง„์ž&๋ฐ์ดํ„ฐ๋ฅผ์ดํ•ดํ•˜๋Š”์ž
  • 16. Programmatic Ads ์—ญํ•  1 : ๋‹ค์–‘ํ•œ ๊ด‘๊ณ ์˜ ํ†ตํ•ฉ ๊ด€๋ฆฌ ๋‹ค์–‘ํ•œ ๊ฑฐ๋ž˜์ฒ˜๋“ค๊ณผ ํŽธํ•˜๊ฒŒ ์—ฐ๋™ํ•  ์ˆ˜ ์žˆ๋„๋ก Platform ์ œ๊ณต (์ง์ ‘ ์˜์—…, Ad Network, Ad Exchange ๋“ฑ) ์—ญํ•  2 : RTB ์ œ๊ณต ๏ƒ  ์ˆ˜์ต ์ตœ์ ํ™” ๊ธฐ๋Šฅ - ๋‹ค์–‘ํ•œ ๊ด‘๊ณ  ์š”๊ตฌ ์ค‘ ์ตœ๋Œ€ ์ˆ˜์ต์ฒ˜์— Inventory ์ œ๊ณต (์ง์ ‘ ์˜์—…, Ad Network, Ad Exchange ๋“ฑ) [๋งค์ฒด์˜ ํ•„์š” ๊ธฐ๋Šฅ] - ๊ด‘๊ณ  ์˜์—… (์˜ˆ : Naver Time Board) - Ad Network ์—ฐ๊ฒฐ ๋ฐ ๊ด€๋ฆฌ - ๊ด‘๊ณ  Scheduling, ๊ด€๋ฆฌ, ์ •์‚ฐ ๋“ฑ SSP(SupplySidePlatform) ๋งค์ฒด์˜์ด์ต์„๊ทน๋Œ€ํ™”์‹œํ‚ค๋Š”Platform SSP ADN ADX Media Media Media Media Media
  • 17. 0.1~0.001์ดˆ ์‚ฌ์ด 2. AdID DSP Media DMP AD Exchange 3. Bid ์š”์ฒญ 4. ์ž…์ฐฐ 5. ๋‚™์ฐฐ ์•ˆ๋‚ด 1. Inventory Audience Info. 6. ๊ด‘๊ณ  ์†ก์ถœ Real-Time Bidding Seg1(๊ณจํ”„) = AdID {1,2,3,4,โ€ฆ} Seg2(์œ ์•„) = AdID {1,3,14,โ€ฆ} Seg3(์—ฌํ–‰) = AdID {11,12,3,4,โ€ฆ} โ€ฆ Programmatic Ads RTB(Real TimeBidding)
  • 18. ๏ƒผ Open Auction (RTB) ๏ƒผ Private Marketplace (PMP) ๏ƒผ Programmatic Guaranteed ๏ƒผ Preferred Deal Programmatic Ads Programmatic ๊ด‘๊ณ  ๊ฑฐ๋ž˜ ๋ฐฉ๋ฒ• MediaMath ๊ต์œก์ž๋ฃŒ ์ฐธ๊ณ 
  • 20. Video Media ์†Œ๊ฐœ TV์ข…๋ฅ˜ Addressable TV (๊ฐ€๊ตฌ ๋‹จ์œ„ Audience) Traditional TV (์ปจํ…์ธ ๋ณ„ Audience) Connected TV (๊ฐœ์ธ๋‹จ์œ„ Audience)
  • 21. Video Media ์†Œ๊ฐœ Addressable TV (ATV) Addressable TV๋Š” ์ผ๋ฐ˜์ ์ธ TV์˜ ํ™”๋ฉด ํฌ๊ธฐ๋กœ ๊ฐ€๊ตฌ๋‹จ์œ„์˜ ์‹๋ณ„์ด ๊ฐ€๋Šฅํ•œ TV ์ผ๋ฐ˜์ ์œผ๋กœ cable์ด๋‚˜ satellite ๋“ฑ๊ณผ ๊ฐ™์ด Set-top box๋ฅผ ํ†ตํ•ด์„œ ์„œ๋น„์Šค ์ œ๊ณต Addressable TV (๊ฐ€๊ตฌ ๋‹จ์œ„ Audience)
  • 22. Video Media ์†Œ๊ฐœ Connected TV(CTV) Connected TV๋Š” ์ธํ„ฐ๋„ท ์—ฐ๊ฒฐ์„ ํ†ตํ•ด stream contents๋ฅผ ์†Œ๋น„ํ•  ์ˆ˜ ์žˆ๋Š” TV Smart TV์— Application์„ ์„ค์น˜ํ•˜์—ฌ ์‚ฌ์šฉ ๋˜๋Š” OTT(Apple TV, Google TV ๋“ฑ) ์žฅ๋น„๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ contents๋ฅผ ์†Œ๋น„ํ•  ์ˆ˜ ์žˆ์Œ Internet Connected TV (๊ฐœ์ธ๋‹จ์œ„ Audience) Screens Applications
  • 23. ATV Media์˜ ๋งค๋ ฅ Video AdPerformance ์ธก๋ฉด์—์„œ ์šฐ์ˆ˜
  • 25. ์‹œ์žฅ ํ™˜๊ฒฝ์˜ ๋ณ€ํ™” Global ์‚ฌ์—…์ž๋“ค์˜ ๋ณ€์‹  ์˜๊ตญ Sky TV Programmatic TV ads are coming to Sky next year ๏ƒผ Sky AdSmart : ๊ด‘๊ณ  P/F ๏ƒผ ์—ฐ๋‚ด SSP platform ๊ฐœ๋ฐœ ๏ƒผ High Margin ํ™์ฝฉ TVB Discovering innovative ways to reach new prospects outside of broadcast TV ๏ƒผ myTV SUPER CTV and OTT ๏ƒผ TBV์˜ CTV์™€ OTT Programmatic ๊ด‘๊ณ  ์ง„ํ–‰ ๊ฒฐ๊ณผ ๋น„๊ต
  • 27. ๋‹จํŽธ์  ๋ฌธ์ œํ•ด๊ฒฐ์ด ์•„๋‹Œ ๋‹ค๋ฉด์ /๋ณตํ•ฉ์  ๋ฌธ์ œ ํ•ด๊ฒฐํ•„์š” Programmatic TV ์ „ํ™˜์˜ ์žฅ์• ์š”์ธ ํ์‡„์  TV ๊ด‘๊ณ ์‹œ์žฅ๊ตฌ์กฐ TV๊ด‘๊ณ ๊ณ„์˜ Digital ์ „๋ฌธ๊ฐ€ ๋ถ€์กฑ Frontier ์ •์‹  ๋ถ€์žฌ(Risk) ๊ด‘๊ณ  ์‹œ์Šคํ…œ ๋ถ€์‹ค Network Infra ๋ถ€์กฑ ๋Œ€๊ทœ๋ชจ ํˆฌ์ž Digital ๊ด‘๊ณ  ์‹œ์žฅ ๋ถˆํ™•์‹  TV๊ด‘๊ณ  ์‹œ์žฅ์˜ ๊ธฐ๋“๊ถŒ ์˜์‹ Data ๋ถ€์กฑ Targeting ๋ฐฉ๋ฒ• ๋ถ€์žฌ Digital ๊ด‘๊ณ ์™€ ํ˜‘๋ ฅ์˜์‹ ๋ถ€์กฑ
  • 29. Media SSP ADX DSP ONEAD SK DAVID (stoa DSP) Data Programmatic TV ์ƒํƒœ๊ณ„ ์—ฐ๊ฒฐ Value Chain์ƒ์—ฐ๊ฒฐ ๊ตฌ์„ฑ stoa ๊ด‘๊ณ  P/F
  • 30. TV SSP ADX DSP ๊ด‘๊ณ ์ฃผTV ๋ฏธ๋””์–ด๋ ™ Program -matic TV ๊ธฐ์กด VOD ์œ ํ†ต๊ตฌ์กฐ Online Online ๊ด‘๊ณ ์ฃผ Digitalํ™”๋ฅผ ํ†ตํ•œ ๊ด‘๊ณ ๊ตฌ๋งค/์ง‘ํ–‰ ์ž๋™ํ™” ๊ด‘๊ณ ์ง‘ํ–‰Process๋‹จ์ถ•:DSP์—์„œ์ง์ ‘ํ”Œ๋ž˜๋‹,๊ตฌ๋งค,์ง‘ํ–‰,๋ฆฌํฌํŠธ๊ฐ€๋Šฅ ๊ด‘๊ณ ๊ตฌ๋งคโ€“์ง‘ํ–‰์ „๊ณผ์ •์‹œ๊ฐ„๋‹จ์ถ• ์‹ค์‹œ๊ฐ„VOD๊ด‘๊ณ InventoryํŒ๋งค/๊ตฌ๋งค TV์˜ Digital Transformation ๊ด‘๊ณ ์ œ์•ˆ์ฒญ์•ฝํ™•์ธ Targeting ๊ฐ€๋Šฅ์—ฌ๋ถ€ ๊ด‘๊ณ  ๋Œ€์ƒ ํ™•์ธ ๋…ธ์ถœ ๋ฆฌํฌํŠธ ํ™•์ธ๋…ธ์ถœ ๋ฆฌํฌํŠธ ์ž‘์„ฑ Online ๊ด‘๊ณ  ๊ตฌ๋งค๊ด‘๊ณ  ์ง‘ํ–‰
  • 31. SK์™€ ํ•จ๊ป˜ Data Driving SK Data Programmatic TV ๋Œ€๊ฐœ๋ด‰
  • 34. SK DMP ์†Œ๊ฐœ Segments ์ถ”์ถœ ์˜ˆ์‹œ
  • 35. SK DMP ์†Œ๊ฐœ Program Targeting DMP๋ฅผํ™œ์šฉ๊ด‘๊ณ ์ฃผ/๋ธŒ๋žœ๋“œ์— ๊ฐ€์žฅ์ ํ•ฉํ•œ๊ณ ๊ฐ(Household)Segment์— ๊ด‘๊ณ ๋ฅผ๋…ธ์ถœํ•˜๋Š” ํƒ€๊ฒŸํŒ…๋ฐฉ์‹ Audience Targeting๏ƒผ ๏ƒผ ๏ƒผ ๏ƒผ Audience Targeting
  • 36. ์›ํ•˜๋Š” Audience์—๊ฒŒ ๊ด‘๊ณ  ๋…ธ์ถœ ๏ƒ  ๊ณ ๊ฐ Insight ์œ ์ง€/ํ™•๋Œ€ : KPI๋‹ฌ์„ฑ๋„ ์ค‘์š”ํ•˜์ง€๋งŒ, ๋ฌด์ž‘์œ„ ๋…ธ์ถœ๋กœ ๋‹ฌ์„ฑํ•œ KPI๋Š” ๋‹จ์ˆœ ์ˆซ์ž์— ๋ถˆ๊ณผํ•  ์ˆ˜๋„... SKP DMP ์†Œ๊ฐœ ๊ด‘๊ณ ์ฃผ ์ธก๋ฉด ๋น„์šฉ์˜ ํšจ์œจ์ ์ธ ์ง‘ํ–‰ Target ๊ณ ๊ฐ ์žฌ๊ณ  New ๊ณ ๊ฐ ๋ฐœ๊ฒฌ Brand Loyalty ํ™•๋ณด ๊ณ ๊ฐ Profiling Retention ๋ฐ ์ดํƒˆ Trend ํŒŒ์•… Marketing Insight
  • 37. ๋งค์ฒด๋Š” Audience Buying์„ ํ†ตํ•ด์„œ Inventory ์žฌํ‰๊ฐ€ Inventory ํ‰๊ฐ€ โ€ข Traffics โ€ข Banner Size, Position Unsold ์ฒ˜๋ฆฌ โ€ข Bulk ํŒ๋งค (๋คํ•‘) Inventory ํ‰๊ฐ€ โ€ข ์ ‘์† Audience์˜ ๊ฐ€์น˜ Unsold ์ฒ˜๋ฆฌ โ€ข ์ ‘์† Audience์— ๋”ฐ๋ผ ๊ฐ€๊ฒฉ ์ฐจ ๋ณ„ํ™” Audience Quality = ๋งค์ถœ SKP DMP ์†Œ๊ฐœ ๋งค์ฒด์ธก๋ฉด ์ธ๋ฒคํ† ๋ฆฌ์˜ ํšจ์œจ์  ์šด์˜๊ณผ์ด์œค๊ทน๋Œ€ํ™” ๋‹จ์ˆœ Programmatic ๊ด‘๊ณ  Audience Targeting Programmatic ๊ด‘๊ณ 
  • 39. 1. VOD ๊ด‘๊ณ  (VOD#) IPTV VOD ๊ด‘๊ณ  ๋Š”์ฝ˜ํ…์ธ  ์‹œ์ฒญ์ „๋…ธ์ถœ๋กœ ์ตœ์ƒ์˜ Viewability ์ œ๊ณต VOD๊ด‘๊ณ ๋Š” Full Contents ์‹œ์ฒญ ์ „ ๋…ธ์ถœ๋จ์— ๋”ฐ๋ผ ๊ด‘๊ณ  ํšŒํ”ผ ๋ถˆ๊ฐ€ โ–ถ ๋†’์€ ์ฃผ๋ชฉ๋„ ํƒ€ ๋งค์ฒด(์ƒํ’ˆ) ๋Œ€๋น„ ๋†’์€ ๊ด‘๊ณ ํšจ์œจ (ํšŒ์ƒ์œจ, ์žฌ์ธ์œจ, ์ง‘์ค‘๋„) ๏ƒผ ๏ƒผ ๏ƒผ ๏ƒผ ๏ƒผ ๏ƒผ
  • 40. 2. Linear TV ๊ด‘๊ณ  (Smart Big AD) Btv
  • 41. 3. Oksusu ๊ด‘๊ณ  ์†Œ๋น„์™€ ๋ฏธ๋””์–ด ์ด์šฉ๋ฅ ์ด ๋†’์€2646๋‚จ๋…€ 65% ์ฐจ์ง€ Oksusu๋Š” ๋‚จ์„ฑ์ด ์—ฌ์„ฑ์— ๋น„ํ•ด 55%๋กœ ๋†’์€ ๋น„์ค‘์„ ์ฐจ์ง€ ๋””์ง€ํ„ธ ๋งˆ์ผ€ํŒ… ์„ ํ˜ธ ํƒ€๊ฒŸ์ธ 2050 ๋‚จ๋…€ 86%์ฐจ์ง€, ํŠนํžˆ 20๋Œ€๋Š” ์—ฌ์„ฑ์ด ๋‹ค์†Œ ๋†’์Œ
  • 42. 4. Programmatic TV ํ˜„ํ™ฉ ๋ฐ ๊ณ„ํš 2 31 2019๋…„ ์˜ˆ์ •2018. 10 ์ถœ์‹œ Programmatic TV๊ณ„ํš 18๋…„ 10์›” VOD Pre-roll๋ฅผ ์‹œ์ž‘ (Post, Mid-roll ํ™•๋Œ€) 19๋…„์—๋Š” ๋‹จ๊ณ„์ ์œผ๋กœ Linear TV์™€ Oksusu๋กœ Media ํ™•๋Œ€ ๊ณ„ํš
  • 44. Digital๊ณผ TV์˜ ๋ถ„์ ˆ Digital๊ณผ TV์˜ ํ†ตํ•ฉ Mobile์„ ๋„˜์–ด TV ๊นŒ์ง€... Digital๊ณผ TV์˜ํ†ตํ•ฉํ•„์š”์„ฑ
  • 46. IDPairing๋ฅผ ํ†ตํ•œOmni-Channel ๊ตฌํ˜„ STBMobile DMP STB_ADID & ADID Pairing ADID Passing TV vs Mobile ID Zero Configuration TV์™€ Mobile ์ด ํ•จ๊ป˜... <SKP DMP ์ˆ˜์ง‘๋ฐ์ดํ„ฐ>& <์…‹ํ†ฑ๋ฐ•์Šค> ํŽ˜์–ด๋ง์„ ํ†ตํ•ด ์›ํ•˜๋Š” Target Audience์ƒ์„ฑ (ํ˜„์žฌ๋Š” Btv์™€ oksusu ํ•œ์ • ๊ฐ€๋Šฅ)
  • 47. N-Screen ๋™์˜์ƒ ๊ด‘๊ณ ์— ํŠนํ™”๋œํ”Œ๋žซํผ ์„œ๋น„์Šค๋ฅผ ์ œ๊ณต ZeroConf.๊ธฐ์ˆ ๋ ฅ์„ํ†ตํ•ด DeviceDataLinkํ•˜์—ฌ๊ด‘๊ณ ํƒ€๊ฒŸ์ •๊ตํ™”๋ฅผ๊ตฌํ˜„ N-Screen ์ง€์›(Btvโ€“oksusuํ•œ์ •)
  • 49. Programmatic TV ๋‹จ์ผ ์ง‘ํ–‰ DSP+DMP ๋ฅผํ™œ์šฉํ•œ ์‰ฌ์šด์บ ํŽ˜์ธ ์ง‘ํ–‰ DSP๋ฅผ ํ†ตํ•ด ์†์‰ฝ๊ฒŒ ์บ ํŽ˜์ธ ์ง‘ํ–‰ ๊ฐ€๋Šฅ TV๋งค์ฒด์˜ ๋ธŒ๋žœ๋“œ ์ธ์ง€๋„ + Targeting์„ ํ†ตํ•œ ๋น„์šฉ์˜ ํšจ์œจ์  ์ง‘ํ–‰ DSP ์žฅ์  SK ์ธ์ง€๋„ Mass Media ๋ธŒ๋žœ๋“œ ์ธ์ง€๋„ ๋ถ„์„/๋ฆฌํฌํŠธ Real-time ์šด์˜ ์ตœ์ ํ™” TV Contents PIN-POINT Audience Targeting
  • 51. ์‹œ๊ตฐ๊ตฌ ๋‹จ์œ„ ์ง€์—ญ, 24์‹œ๊ฐ„ PIN-POINTTargeting
  • 52. ์‚ฌ์šฉ์ž๋ณ„ ๊ด€์‹ฌ์‚ฌ, Demo๋ฅผ ์„ ํƒํ•˜์—ฌ ๊ด‘๊ณ  ๋…ธ์ถœ Audience Targeting
  • 53. 30% 40% 20% Programmatic Video (MediaMix) Index CPM CVR CTR โ€ฆ MediaMix๋ฅผ ํ†ตํ•œ์บ ํŽ˜์ธ ์ตœ์ ํ™” ์ง„ํ–‰(์˜ˆ์‹œ) Media์†์„ฑ Price Complete View Click Media Type Web Btv (TV) ๊ณฐTV (App) Data Non- Targeting Contents Audience โ€ฆ โ€ฆ โ€ฆ KPI CPM 5,000์› CVR 50% CTR 3% ๊ด‘๊ณ ์ฃผ์˜ KPI๋Š” ๋‹ค์–‘ํ•˜๊ณ  ๋ณต์žกํ•ด์ง์— ๋”ฐ๋ผ, ์ตœ์ ์˜ Media ์†์„ฑ(๊ฐ€๊ฒฉ, Complete View, Click ๋“ฑ)์— ๋งž๊ฒŒ ๊ด‘๊ณ  ์˜ˆ์‚ฐ์„ ๋ถ„๋ฐฐํ•˜๊ณ  ์ง‘ํ–‰ ํ•„์š”
  • 54. Targeting 11๋ฒˆ๊ฐ€ โ€“ ๊ฒฝ์Ÿ์‚ฌ์ œํ’ˆ๊ตฌ๋งค Tmap โ€“ ๋ฐฑํ™”์ , ํŽธ์ง‘์ˆ ๋ชฉ์ ์ง€๊ฒ€์ƒ‰์ด๋ ฅ ํ™ˆ์‡ผํ•‘ โ€“ ๋ทฐํ‹ฐ ์ฝ˜ํ…์ธ ์‹œ์ฒญ์ด๋ ฅ 3049 ์—ฌ์„ฑ ์‹œ์ฒญ ์ปจํ…์ธ  ๏ƒผ Programmatic Video (MediaMix) ์ง‘ํ–‰์˜ˆ์‹œ Media Btv VOD GOM TV> Video ๊ด‘๊ณ  ์˜์—ญ ๊ด‘๊ณ  ์†ก์ถœAudienceDSP oksusu VOD