案例库 · 市场与品牌 · 技术决策 · 2014–2016
这条还没译成中文，下面是英文原文。
360i's bid-optimization suite added nearly $1 billion in revenue for paid-search clients.
Digital Nervous System merges NLP, forecasting and predictive bidding across millions of keywords — generating about $1 billion in incremental client revenue.
360i
那一手
360i runs paid-search campaigns for some of the world's largest advertisers, bidding across millions of keywords, seasons, geographies, devices and audience segments.
Its Digital Nervous System uses natural-language processing to pair keywords with ad copy, forecasting to allocate budgets, and predictive bidding that treats linguistic similarity as a proxy for performance when data is sparse.
INFORMS credited the system with $250 million in client cost savings and nearly $1 billion in incremental revenue, and named 360i a 2016 Franz Edelman finalist.
为什么管用
- Bids are computed for every keyword instead of managed one campaign at a time.
- Sparse-keyword bids borrow signal from similar keywords through language models.
- Real-time auction monitoring fixes underperformance before budgets leak.
- Budget allocation, ad copy and bids are optimized as one system.
可以搬走什么
When a market is opaque and high-dimensional, model the auction itself and let optimization place every bet; sparse data can borrow strength from similar cases.
后来呢
360i's Digital Nervous System remained a flagship offering after Dentsu Aegis Network acquired the agency, and the Edelman citation is used as a case study in advertising analytics and auction-based bidding.
资料来源
- 2016 Edelman Finalist Announcement (via Internet Archive)
- 360i Generates Nearly $1 Billion in Revenue for Internet Paid-Search Clients (Interfaces 47(1), 2017)
- 360i Builds Tool To Reverse-Engineer Search Quality Score
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