How we choose products

The research, comparison, and independence standards behind ScreenDetect buying guides—and how we make recommendations without pretending to have tested what we have not.

Maintained byJacob Dymond

Content updated September 13, 2026

ScreenDetect buying guides are built to reduce a crowded product category into a useful decision. We research broadly, keep careful source records, and publish only the evidence and tradeoffs that can change what someone should buy.

Our commercial guides are research-backed, not hands-on reviews. Unless a page says otherwise, ScreenDetect did not physically use every recommended product. We do not turn someone else's experience into our own. We do make original editorial recommendations from the evidence available.

We begin with the buyer's decision

The first question is not which product has the longest feature list. It is what the buyer is trying to accomplish and which compromise they can accept.

A phone-case guide may separate protection, thinness, material, grip, appearance, and stand use. A monitor-arm guide may focus on monitor weight, desk depth, VESA support, stability, and range of motion. The criteria change with the category, but the editorial job stays the same: explain who each recommendation is for, why it won, what the buyer gives up, and when another option makes more sense.

We do not force a universal “best overall” when the evidence points to several legitimate priorities. A clear decision path is more useful than a winner chosen for convenience.

Where our evidence comes from

We use a mix of sources because no single source can answer every buying question:

  • Official product information establishes compatibility, materials, dimensions, included features, warranty terms, and other documented facts.
  • Independent reviews and measurements add handling observations, comparative context, and performance evidence the manufacturer may not publish.
  • Retailer information can clarify price, availability, variants, and recurring feedback tied to a specific product.
  • Owner feedback can reveal repeated patterns involving fit, wear, reliability, or everyday use.
  • ScreenDetect analysis connects those facts to the exact device and the buyer's likely priorities.

The complete research record can be extensive. The published article is deliberately selective. Sources should earn confidence in a recommendation without forcing the reader to retrace the research process.

What ScreenDetect can conclude without hands-on testing

Not physically handling every product does not prevent editorial judgment. We can recommend a case for protection-focused construction when its enclosure, port coverage, edge design, and exact-device fit are well documented. We can recommend a laptop dock for a particular setup when its ports, display limits, power delivery, and compatibility are clear.

Those are bounded conclusions about buyer fit. They are different from first-hand claims such as “we loved the grip,” “we measured the brightness,” or “it survived our drop test.” We use that language only when ScreenDetect actually performed the work.

When an independent reviewer describes a sensory or hands-on experience that matters, we attribute it. When several owners report the same pattern, we describe it as owner feedback rather than a universal fact.

How we handle manufacturer claims

Objective product details can usually be stated directly with a citation. Performance claims stay attached to the company making them.

If a manufacturer advertises a drop multiplier, charging speed, anti-yellowing treatment, durability standard, or other performance result, we identify it as the manufacturer's claim. We then ask whether the product's documented construction or independent evidence supports the recommendation without relying on the marketing line alone.

An unverified performance claim is not automatically false, and the absence of a laboratory test is not automatically a product flaw. What matters is whether the uncertainty could change the purchase.

How products become recommendations

A product earns a place by owning a clear decision territory. Each winner should answer the same core questions:

  1. Who is this for?
  2. Why did it win this category?
  3. What is the main reason to buy it?
  4. What is the main compromise?
  5. Which other recommendation should you choose if that compromise matters?
  6. What compatibility or exact-device detail could affect the purchase?

We compare finalists using parallel criteria that fit the category. We do not fill a table with whichever facts happened to be available for each product, and we do not publish internal evidence scores as though they were buyer benefits.

Price is part of the decision. When reliable pricing is available, we explain the product's value position and what the buyer is paying extra to receive. Because prices and availability move, readers should confirm the current offer at the merchant before buying.

How we treat drawbacks, unknowns, and isolated reports

Every recommendation has a tradeoff. More protection may mean more bulk. A thinner design may expose more of the device. Premium materials may cost more and show natural wear. The guide should make that exchange clear enough for the wrong buyer to reject a winner.

Our internal research also records unknowns. We bring an unknown into the article only when it weakens the reason a product won, could realistically change the purchase, creates an exact-device compatibility risk, or leaves a major performance claim unsupported. A missing measurement that does not affect the decision remains in the research record.

One complaint does not become a trend because it is vivid. Isolated anecdotes are investigated, corroborated where possible, and mentioned in proportion to their evidence. A single report may justify a quick arrival check without deserving an entire warning section.

Some buying guides contain affiliate links. If a reader buys through one, ScreenDetect may earn a commission at no extra cost to the reader.

Affiliate relationships do not determine which products win, which drawbacks appear, or how confidently we recommend something. Research and recommendation decisions come first. Merchant links are added afterward as a way for readers to check the current offer.

Updates, corrections, and changing products

Prices, availability, product variants, and public evidence change. We update guides when a material change affects compatibility, value, recommendation fit, or confidence. The content-updated date in the page header shows when the published guide was last revised.

If you find a factual error or a source that materially changes a recommendation, email hello@valiancelabs.com with the page and claim. We would rather correct a guide promptly than defend an outdated conclusion.

The standard we publish against

The finished guide should feel as though ScreenDetect did a large amount of research so the reader did not have to. It should lead with recommendations, buyer implications, comparisons, and tradeoffs—not evidence taxonomy or internal research notes.

The research system should be exhaustive. The published article should be selective. Sources constrain and support the recommendation; they do not organize the prose.