10. Advertiser
Audience
/Buyers
Publishers
HTML Agreement-based Advertising
(合约⼲⼴广告)
Targeted Advertising
(定向⼲⼴广告)
D<S
D>S
① User Targeting
② Ad Serving
③ Online allocation
④ Constrained optimization
Auction-based Advertising
(竞价⼲⼴广告)
CPM CPC
Real-time Bidding
(实时竞价)
① Search Ad:Keyword
② Generalized Second Price
③ AD Network
S
D ① Contextual Advertising (上下⽂文⼲⼴广告)
② AD Exchange
Demand-side Platform
(DSP)
Supply-side Platform
(SSP)
Data Management Platform
(DMP)
11. Demand Side Data Management Supply Side
Mobile Advertising Ecosystem (移动⼲⼴广告⽣生态)
17. User Purchase Funnel (⽤用户购买漏⽃斗)
曝光 关注 理解 决策 购买 推荐
关键词精准度 ↑ 信息互动性↑
Attribution Model (归因模型)
18. Pricing Models (竞价模式)
按展⽰示收费 按结果收费
CPM(千次展⽰示成本)
Cost Per Mille
CPMV (千次有效展⽰示成本)
Cost Per Thousand Viewable Ads
CPT(按时间⻓长短计费)
Cost Per Time
CPC(单次点击收益)
Cost Per Click
CPI(单次下载收益)
Cost Per Install
CPA(单次互动收益)
Cost Per Action
CPS(单次销售收益)
Cost Per Sale
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19. Return On Investment (投⼊入产出⽐比)
淘宝某店 ROI =
R
I
=
销售额
CPC*点击次数+ CPM*展⽰示
=
100*50件
3*20000次+1.5*5000000/1000
= 0.7%
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20. Return On Investment (投⼊入产出⽐比)
Launcher ROI =
R
I
=
ARPU*User Lifecycle
CAC
=
$0.066*24天
$1
= 156%
• ARPU(Actual Revenue Per User)单个⽤用户真实价值
• User Lifecycle(Actual Revenue Per User)⽤用户⽣生命周期
• CAC (Customer Acquisition Cost)⽤用户获取成本
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