GSP / RESEARCH TRANSPARENCY
Editorial standards and source transparency
How GSP research is sourced, produced and bounded.
Scope
The site publishes insights on brands, marketing, technology and business, public-information case studies, and attributed WeChat and founder content. Research is informational and is not personalized investment, legal or tax advice.
Sources and verification
Research articles provide source links. Check the original publisher, definitions, dates and applicable population when using a number or company-specific fact. Distinguish the article’s analysis and inferences from the underlying evidence.
Automation and translation
Some daily insights use automated topic discovery, sourcing, writing and translation workflows. Language versions may include machine translation or fallback translations. Do not assume every article received independent manual fact-checking; verify important statements against primary sources.
Case-study relationships
A public-information case study does not establish that the subject company is a GSP client. Unless explicitly stated, company names and images should not be read as evidence of authorization, endorsement or a commercial relationship.
Dates, updates and corrections
Articles with publication and research-update dates display them. Update dates should reflect real content changes, not imply that old data automatically became current. Report issues with the article URL and the relevant passage through the contact page.
Report requests
A full-report request starts a conversation. A successful submission means the system accepted the request; email delivery, report preparation and the scope of further research require separate confirmation.