Field note 05 · Cross-agent research

How to Compare Shopping-Agent Spreadsheet Results

A different agent name can lead to a different interface, rewritten link, old community sheet, or current product directory. Compare the source trail and evidence before assuming that two similarly named spreadsheets are interchangeable.

Quick answer

Treat every agent-named spreadsheet as a discovery layer. Preserve the original Taobao, Weidian, 1688, or Yupoo source when available; then check link freshness, product identity, QC evidence, measurements, price basis, and current shipping information through the service you actually intend to use.

Start with the page in front of you

Work out what the spreadsheet is actually offering

A result may call itself a Mulebuy sheet, a CNFans spreadsheet, or a Kakobuy collection. The label matters less than what opens: a maintained directory, an old community file, a converted product link, or a page with no traceable source.

Before saving anything, choose the product category and ask what you still need to know. Photos, measurements, the original listing, and a realistic shipping estimate are more useful than the name in the page title.

A familiar name does not make a row current. Open the source and check whether the product details still match.

Names change; the comparison method does not

Agent names you may come across

Different names often lead to very different kinds of pages. Use the examples below to decide what to check first.

Older community sheets

Pages labeled Pandabuy, Superbuy, CSSBuy, Basetao, Yoybuy, or Sugargoo may have been shared years ago. Check the update note and open a few original sources before relying on the file.

Current agent collections

Mulebuy, CNFans, ACBuy, AllChinaBuy, Hoobuy, OrientDig, and Eastmallbuy pages can still differ in structure and link format. Compare the underlying listing rather than assuming the agent label guarantees compatibility.

Directory-style pages

Kakobuy, Oopbuy, Litbuy, ParcelUp, and USFans pages are most useful when categories are clear, source links work, and product details can be checked without an account.

Service homepages

Names such as Zentbuy, Welisen, BuyOn1688, KoopBuy, TangBuy, DogeGoo, or NSSBuy may lead to a service page rather than a product sheet. Confirm where you landed before entering a link or signing in.

These examples are here only to help you recognize different page types. cocbuy.org does not represent or certify any of these services.

Know which source you opened

Separate links, catalogs, and marketplaces

A page of Mulebuy, CNFans, or Kakobuy links may contain original marketplace URLs, agent-specific wrappers, or both. A Yupoo page is usually an image catalog; a Taobao, Weidian, or 1688 page is closer to the marketplace source.

If the agent connection is unclear, follow the product trail instead. Match the title, images, options, seller context, and price basis before you treat two links as the same item.

Learn what each source type can tell you →

A URL can be original or platform-specific

Check whether a link is portable

An original Taobao, Weidian, or 1688 URL may be readable by more than one supported shopping interface. A platform wrapper, shortened redirect, account page, cart URL, or private order link may not be portable at all.

  1. Identify the domain: distinguish the original marketplace from an agent, directory, redirect, or catalog.
  2. Find the product identity: match title, images, variant, and seller or catalog context.
  3. Remove private data: never copy an account, payment, cart, order, or tracking URL into another tool.
  4. Recheck the live listing: a successfully opened URL can still be stale or point to a changed product.

A year is a request, not evidence

Do not trust a year in the title

A page called Mulebuy spreadsheet 2026 or CNFans spreadsheet 2025 may still contain old rows. The date does not prove that the photos, prices, sellers, or policies were checked that year.

Look for a useful update note, working source links, current product details, and a clear explanation of what changed. If those signs are missing, treat the page as undated.

Use one test across every name

A six-question comparison

1

Purpose: Is this a directory, shared spreadsheet, article, converter, official service page, or copied list?

2

Source: Can you reach a current original listing or traceable catalog?

3

Identity: Do title, images, options, and price basis still describe the same product?

4

Evidence: Are QC photos and measurements relevant to the category question?

5

Freshness: Is the update claim supported by working rows and current details?

6

Operations: Are account, payment, shipping, return, and support facts checked through current official channels?

Skip pages that create more uncertainty

Leave vague or overpacked results behind

Some pages mix misspellings, old year labels, unrelated products, coupon promises, and country-specific shipping guesses. They may look busy while giving you very little that can be checked.

If you cannot identify the page type, reach the original source, or explain why a row belongs on your shortlist, close it and return to a clear category.

This is not a service leaderboard. The useful question is whether the page gives you a current, traceable product lead—not how many agent names it mentions.

Return to the product question

Use the name to find the page, then inspect the evidence

Once you understand which page and source you opened, continue with the category, photo, size, price, and weight checks that affect the actual product decision.