CDG Hats: Spreadsheet vs Google Sheets

If you're looking for CDG hats on Fashionreps, the real problem isn't "which spreadsheet looks more convenient," but how to organize candidate items, images, specifications, and source links into a reviewable record. This article is for buyers who need to discover candidates, verify images and links, and keep a record for further follow-up; it is not for those who have already confirmed stock, pricing, or purchase eligibility, as those details must be re-verified on the candidate pages and your chosen shopping agent. 📋

After reading, you should be able to accomplish three things: confirm whether Fashionreps' current visible catalog actually includes the target category, build a Google Sheets record suitable for filtering, and remove candidates that cannot be cross-verified by image, title, or page link.

Image: Illustration of Fashionreps' CDG brand catalog page. The image is used to illustrate the verification boundaries of catalog browsing and product card information, and does not represent that the page currently offers CDG hat products.

First Confirm Whether Fashionreps' Current Page Actually Has CDG Hats

The first step is not to copy search results, but to open Fashionreps' CDG brand catalog and see the currently displayed categories, number of products, product cards, and visible images. The provided page verification record shows that the brand page currently displays the category T-shirts, shows 2 products, and the product titles are about a CDG cotton crewneck short-sleeve tee and a heart print cotton short-sleeve tee. The page summary does not list a hat category, nor does it show any CDG hat product cards.

Therefore, "CDG hats" cannot be directly treated as an existing set of products in Fashionreps' current catalog. A safer way to record it is to mark it as a target category, rather than mistakenly recording CDG T-shirts as hats. If there are no hat candidates in the catalog, you should keep a record of "no verifiable hat records found" and note the inspection date, instead of filling in brand, price, inventory, or image details. 🔎

The Fashionreps page also displays catalog features such as brand browsing, product cards, reference prices, filtering, and shopping agent selection. Product ordering, payment, and logistics are handled by an external shopping agent selected by the user; the catalog page itself cannot replace the product details, order status, or after-sales policies on the agent's site.

What Evidence to Keep from Website Spreadsheet or Catalog Records

The website spreadsheet is more suited for the "discovering candidates" stage. You can start by entering product cards via brand, category, or on-site search, then open each visible product page one by one to confirm whether the title, image, and link point to the same candidate.

For CDG hats, at least check the following:

• Does the page title clearly state hat, cap style, or the corresponding product category?
• Does the product image actually show a hat, not clothing, shoes, or other accessories?
• Does the image match the title for the same style, rather than a generic display image from the brand page?
• Is there an accessible product link, not a blank card, broken redirect, or mere label page?
• Are color, size, material fields based on visible evidence; fields without evidence should be left blank.
• Is the reference price noted with currency and verification date? Do not treat an old catalog price as the current transaction price.

The advantage of the website catalog is centralized access. It helps you start from brand or category to quickly see what is actually offered, and use the title, image, and basic info on product cards for initial screening. But the catalog records may not cover all external seller products, and not every candidate has completed pre-purchase verification.

Build a Reviewable Record in Google Sheets

Google Sheets is better for long-term organizing, filtering, collaborating, and keeping verification status. It is recommended to put only one candidate per row, and not mix multiple links or colors in one cell. Candidates with different colors, images, or links should be recorded separately.

After setting up the sheet, you can use filters to view records where "category is hat," "link status is accessible," and "image evidence confirmed." For a CDG brand page that currently has no hat product cards, you can create a row of inspection record, with category "target category not found," notes stating that the current page content is mainly T-shirts, and keep the verification date. This way you won't lose search results, nor create nonexistent product evidence.

How Website Browsing and Google Sheets Filtering Work Together

The two are not substitutes, but two sequential stages.

Website catalog is good for answering:

• What products are on the current brand page?
• What category entries are provided?
• Do product cards have images, titles, and reference prices?
• Can a candidate be opened and verified further?

Google Sheets is good for answering:

• Which records have completed image verification?
• Which candidates are missing size or color?
• Which links are broken or need reopening?
• Which records are from the same inspection day, and which are outdated?
• Which candidates are ready to submit for next-step pre-purchase review?

It is recommended to adopt the cycle of "website discovery, sheet recording, page verification, sheet update." First look for actually visible candidates on Fashionreps, then write candidates into the sheet one by one; then reopen pages to verify fields, and finally update link status and notes. Do not first create a batch of seemingly complete CDG hat records in Google Sheets and then look for pages to support them.

How to Avoid Misjudging Image Evidence

Images can only prove what is actually visible in the image, and cannot alone prove inventory, authenticity, material feel, size range, or current price. For a hat, image verification should at least focus on: hat silhouette, front logo, side or back structure, color representation, and whether the image clearly belongs to another product.

If there is only a generic image from a brand or category page without a clear product title and accessible detail page, the image evidence should be marked as insufficient. Do not write it as a confirmed CDG hat just because similar words appear in the image. Do not crop images of other products from the catalog and use them as hat evidence.

In the sheet, the image field can record "product image seen," "only category image seen," or "no image available," so collaborators can see at a glance what evidence needs to be added next. 🖼️

What to Do When Links Don't Open, Fields Are Missing, or Update Time Is Unknown

When a link doesn't open, first distinguish temporary access failure, redirect, page non-existence, and label-only pages without product content. Do not replace the original link with search snippets, cached titles, or adjacent product pages. You can keep the record temporarily in the sheet, but the link status should be "pending review" or "broken," not "accessible."

When fields are missing, fill in only what the page explicitly provides. If there is no size, leave blank; if no material description, write "no description seen"; do not infer from other products of the same brand. Price, inventory, and shopping agent availability are highly volatile facts and should be recorded with inspection date, currency, and applicable page; outdated records must be re-verified before reuse.

When the update time is unknown, you can use your inspection time as "check date," but do not write it as the product page's update time. This distinguishes "when the page was updated" from "when you saw the page," and also facilitates cleaning up old records later. ⏱️

When to Keep Using the Website Catalog and When to Move to Google Sheets

If you just want to confirm whether Fashionreps has a certain brand or category, the website catalog is more direct. It provides brand entry, category browsing, and product cards, suitable for quick initial discovery in a short time.

If you need to compare multiple candidates, track link changes, mark image evidence, assign collaborative tasks, or keep historical check dates, Google Sheets is more appropriate. It can turn scattered browsing results into a filterable work record, but the sheet does not automatically guarantee the truthfulness of the content; you still need to verify page by page.

For the specific task of CDG hats, the safest boundary at present is: first use Fashionreps' CDG brand page to confirm the visible catalog scope, then use Google Sheets to record three states: "found," "not found," and "pending review." If there are no verifiable hat candidates on the page, stop expanding product fields and wait for new accessible pages or clear hat product records. ✅

What Candidates to Keep in the End

The final CDG hat candidates to keep should simultaneously have a clear product category, accessible source page, image evidence corresponding to the product, and a record with a check date. If any one is missing, downgrade the status instead of continuing to fill in speculative information.

What this method saves is not a fixed amount of money, but the time cost of submitting wrong candidates to shopping agents, repeatedly checking invalid links, and making decisions based on outdated prices. The added risk is that strict filtering may reduce the number of candidates, and may temporarily yield a result of "no verifiable hats found at present." It is more suitable for buyers who value traceable evidence, need long-term organization, or collaborate with others; not suitable for those who want to order quickly based on just one image, or who are unwilling to re-check page status.

For the current Fashionreps CDG page, the most reasonable next step is not to rewrite existing T-shirt records into hats, but to keep the catalog verification record and continue looking for pages that truly contain hat titles, images, and accessible links.