The CNFans spreadsheet offers a structured and systematic channel for integrating and presenting CNFans reviews, providing cross-border shopping users with a reliable basis for their purchasing decisions. This innovative tool organizes vast amounts of authentic user feedback by product category—such as clothing, luggage, electronics, and notably accessories—making information retrieval both efficient and comprehensive.

Each entry within the spreadsheet is more than just a text review. It consolidates real user-uploaded product photos, detailed experience ratings, and extracted key feedback terms. Before finalizing a purchase through a shopping agent, users can quickly search for historical evaluations of their target items. This allows them to understand peer assessments on critical aspects like product quality, value for money, and size accuracy, thereby avoiding uninformed or盲目下单 (blind ordering).

The spreadsheet's functionality enhances user experience through dynamic filtering options. Shoppers can sort and filter reviews based on the evaluation date or rating score, enabling access to the most recent and highest-quality feedback. This feature ensures users base their decisions on the latest and most relevant information available. Furthermore, the platform fosters a two-way interactive review ecosystem. Users are encouraged to contribute their own post-purchase experiences and upload them to the shared sheet, continuously enriching the collective knowledge base.

For frequent cross-border shoppers, the spreadsheet offers personalized utility. Users can bookmark or flag highly-rated products and trusted sellers within the document, creating a personalized reference guide for future purchases. This transforms the CNFans review collection from a passive database into an active 'Decision Guide' for the global代购 (daigou) community. By systematically compiling and presenting user-generated content—from in-depth written accounts to visual proofs for items like accessories—the CNFans spreadsheet empowers shoppers to navigate the complexities of international e-commerce with greater confidence and insight.