Chinese Web Research

The problem

English-language searches for Chinese topics surface less than 5% of relevant data, often relying on Western reporting that lacks firsthand context. Relying on translated English queries results in PR-heavy content while missing practitioner insights, official filings, and platform-specific discussions.

What it does

• Generates multi-register Mandarin queries using formal, colloquial, and industry-specific terminology.
• Targets high-signal Chinese sources including Zhihu, Weixin (WeChat) archives, Caixin, and government portals.
• Filters results through a four-tier credibility framework to distinguish official data from SEO spam.
• Synthesizes bilingual reports featuring the original Chinese evidence alongside English translations.

Why this beats prompting it yourself

Simple translation of English queries into Chinese often fails because search intent and naming conventions differ between languages. This skill maps English concepts to specific Chinese keyword strategies, such as using specialized operators for policy documents and identifying entities by their official Chinese names rather than transcriptions. It includes a mandatory "skeptical angle" protocol to bypass corporate PR, something standard LLM prompting usually overlooks.

Use cases

• Researching Chinese competitor product specs and practitioner reviews on technical forums.
• Finding primary source policy documents and regulatory filings from provincial government sites.
• Conducting market sentiment analysis on platforms like Xiaohongshu to understand consumer trends.
• Investigating Chinese supply chain health by cross-referencing industry jargon and news.

Known limitations

Many Chinese platforms like Douyin or closed WeChat groups require authenticated logins, which search tools cannot bypass. This skill will flag these access gaps rather than providing unverified data.