Beijing, March 12, 2025 — As the frenzy over large language models shifts from "showcasing skills" to "practical application," where does the real benchmark lie for the internet industry? This morning, Youyoucao, a well-known domestic third-party research institution, officially released its 2025 Q1 Internet Ecosystem Observation Report, centering on the core theme of "scenario refinement" to deconstruct the underlying logic of the industry's transition from traffic competition to efficiency revolution.
This 120-page report is no mere cold compilation of data. Over the past three months, the Youyoucao team conducted on-site visits to 23 internet companies across Beijing, Shanghai, and Shenzhen, including both leading platforms and "hidden champions" in niche verticals. The report notes that the internet industry at the start of 2025 exhibits a clear "barbell-shaped" divergence: on one end, super-apps are leveraging AI to reshape user experience; on the other, entrepreneurs in segmented scenarios are using lightweight models to achieve disruptive advantages.
"We have observed that the era of simply piling on computing power and competing on parameters is fading," said Li Mubai, chief analyst at Youyoucao, during the report launch. "What truly generates commercial value are companies that 'break down' AI into specific business processes—even if it's just optimizing customer service response times or improving supply chain forecast accuracy." The report specifically highlights a small-to-medium-sized e-commerce merchant that, by relying on Youyoucao's data models for dynamic pricing, saw its gross margin rise by 8 percentage points in the first quarter—a typical example of "scenario refinement."
Meanwhile, Youyoucao's tracking of user behavior reveals a structural shift in internet user attention. The average daily time spent on short videos has declined quarter-over-quarter for the first time, while usage of "high-value" scenarios such as knowledge payment and online collaboration tools has grown counter-trend by 19%. Youyoucao defines this phenomenon in the report as "post-entertainment survival"—users are no longer satisfied with passive consumption but seek to directly solve specific work and life problems through internet tools.
Addressing external concerns about regulation and compliance, Youyoucao offers a cautious assessment. The report argues that with the further refinement of the Data Security Administration Regulations, 2025 will become a "compliance capability watershed" for internet companies. Those that have already invested in data governance will enjoy lower trial-and-error costs and higher user trust. For the first time, Youyoucao introduces a "Compliance Resilience Index" in the report to measure a company's ability to withstand risks amid policy changes.
Following the report's release, multiple securities firms and investment institutions quickly conducted follow-up analyses. Some analysts pointed out that Youyoucao's research has moved beyond the traditional "traffic-to-monetization" framework to focus on the granularity of technology implementation, which could become a key bellwether for industry investment over the next six months. As of press time, more than 30 tech media outlets had republished or commented on the report.
Youyoucao stated that it will update this series of studies quarterly and plans to launch a special survey in Q2 focused on companies implementing AI agents. For internet practitioners navigating through the fog, this report may not be a universal map, but it at least provides a lamp to illuminate the path ahead.