An April 2026 investigation reveals Webloc, an ad‑intelligence geolocation platform that can monitor up to 500 million mobile devices in real time, retain three years of history, and is sold to law‑enforcement agencies worldwide, exposing serious privacy risks and a complex data‑broker supply chain.
This article presents OPPO's Andes Smart Cloud team's intelligent growth algorithm architecture, covering industry background, data pipelines, model designs such as uplift, PU‑learning, multimodal AIGC, and their practical applications in content supply, recommendation, precise audience targeting, and ad bidding, followed by a summary and Q&A.
This article explains how Youku combined user‑growth objectives with real‑time bidding (RTB) advertising, designing and optimizing DSP algorithms to maximize high‑value daily active users under cost constraints, covering business background, RTB mechanics, ranking models, pricing strategies, engineering pipelines, and future directions.
Since 2019, Youku has integrated DSP-based video advertising on platforms like Toutiao and Alibaba Mama with user growth strategies, developing a series of algorithms that, under cost and budget constraints, achieve multi‑million daily active users through optimized RTB bidding, pricing, and multi‑channel modeling.
