Frequently asked questions

What is The Buyer’s Shelf?

We're a product research publication, not a shop. Our product reviews, comparisons and buying guides help you understand buyer fit, useful features and important drawbacks before you buy.

Do you test every product yourselves?

No. Our articles are research-based, and we don't present them as our own hands-on tests. We distinguish what a manufacturer states from what owners report and what independent sources can establish. Read how we review for the full approach.

Do you use AI to write reviews?

Yes. AI assists with discovery, research summaries, drafting and support checks. The site owner controls publication. These tools can miss errors, so the sources and the limits of each conclusion still matter.

Where does the information come from?

Sources can include manufacturer documentation, independent reporting and relevant owner feedback. New automated review drafts are designed to use five to ten distinct sources. Follow an article's citations and source list to inspect the support for a claim.

How should I use the product comparison page?

Start with the requirements you can't compromise on, such as size, compatibility or maintenance. The comparison page brings buyer fit and key drawbacks together. Open the full reviews before deciding; a short table can't explain every limitation or model difference.

What does “best for” mean in a review?

It identifies the kind of buyer or situation a product may suit, based on the available research. It doesn't mean that a product is the best choice for everyone or that we have tested it against everything on the market.

Why are some pages marked Demonstration?

Those pages are visual samples of the review and guide layouts. They aren't researched recommendations about real products. We keep the labels visible and exclude these samples from the sitemap and article feed.

Do the featured images always show the actual product?

No. A branded title card is an illustration with the product name, not a product photograph. Guide diagrams can simplify features or trade-offs and may not be to scale. Check an image's caption and the exact model on the seller's listing.

Do you earn money from Amazon links?

As an Amazon Associate I earn from qualifying purchases. Eligible Amazon shopping links can include our tracking ID. Not every purchase qualifies for a commission. Our affiliate disclosure explains how commercial links work.

Does using an affiliate link cost me extra?

We don't charge you an extra fee for using an affiliate link. The retailer sets its prices, shipping charges and purchase terms. You can also visit the retailer directly instead of following a shopping link here.

Why should I check the retailer's current listing?

Prices, availability, accessories and product versions can change. Confirm the exact model, seller, compatibility and return terms before ordering. An article is a starting point for your decision, not a guarantee of current stock or a particular price.

Can you help with an order, refund or warranty?

We don't take payments, ship products or manage retailer accounts. Contact the seller or manufacturer for delivery, returns, faults and warranty support. Don't send us your account password or payment details.

How do I report an error or suggest a product?

Email [email protected] with the page URL, the detail to check and any supporting source. Product suggestions are welcome, but they don't guarantee coverage or a positive recommendation. Our contact page explains what to include.

Where can I read about privacy and site terms?

Read our privacy policy, terms of use and disclaimer. For a question about those pages, contact us using the public email address above.