Blog Articles

In-depth analysis of Xiaohongshu's platform risk control mechanisms, exploring the conflict and integration of 'matrix' gameplay and 'long-termism'. Reveals the risks of scaled operations and proposes a new approach to 'identity asset management' to provide strategies for brands and operators.

A deep dive into the limitations of residential proxy IPs in account security, and how to shift from single-point tactics to a systematic approach to combat increasingly complex account linking risks.

A deep dive into the evolution of social media multi-account operations, from early "anti-association" techniques to today's systematic thinking on risk management, analyzing the challenges of environmental and behavioral isolation, and the role of tools.

A deep exploration of the nature and coping strategies of WeChat risk control. The article analyzes the risks of "high-frequency operations," reveals the reasons for the failure of traditional "shortcuts," and proposes a framework for "system survival" built on three levels: environment, behavior, and data, providing practical guidance for WeChat ecosystem operators.

Deeply explores the stability challenges of account matrices in cross-border e-commerce and multi-platform operations, analyzes why traditional anti-ban techniques fail, and proposes a shift in thinking from 'detecting confrontation' to 'managing identity', emphasizing the importance of environmental isolation and tool assistance.

A deep dive into anti-association strategies for IPs and proxies in the cross-border e-commerce sector, analyzing the shift from the early "good enough" approach to the current "stability first" mindset. It dissects the pitfalls of data center proxies, shared proxies, and dedicated IPs, highlights the importance of browser fingerprints, and recommends systematic anti-association tools.

Deeply analyzes the underlying reasons for being unable to register on Xiaohongshu after deleting the phone number, discusses the platform's risk control logic shifting from accounts to "resource" tagging, and provides sustainable coping strategies such as simulating real user behavior and managing resource lifecycles.

Deep dive into the limitations of fingerprint browsers in social media matrix operations, revealing cognitive biases amplified in scaled operations, and providing systematic strategies for establishing "authenticity".

An in-depth analysis of the chaos of "no qualification marketing" under the normalized governance of Xiaohongshu's education and training industry, revealing why it has become a major area of account suspension, and providing real coping strategies and long-term stable thinking from the perspective of industry practitioners.