How We Research

The method behind every page: published specifications first, named third-party measurements second, owner reports third — and nothing we cannot trace.

Last updated September 2026

This page describes how a V Vane article is actually built, in the order the work happens. It is written so you can check it: every claim on a product page should be traceable to one of the three source tiers below.

What we do not claim

We do not run a lab, we do not own a testing facility, and we do not claim to have spent a fixed number of hours with a product. Pages on this site do not say "we tested" or "we measured" about products we have not handled, because we have not handled them. What follows is what we actually do.

Tier 1 — Published specifications

Every product page starts with the numbers the seller or maker publishes: dimensions, weight, material composition, capacity, strap drop, heel height, micron thickness, warranty length. These go into the comparison table first, before any prose is written.

Where a brand publishes nothing measurable, that absence is itself reported. A listing with no stated interior width is a fact about the listing.

Tier 2 — Named third-party measurements

Where an independent reviewer, a standards body or a trade publication has measured the same attribute, we cite it by name and link to it. We do not restate a third-party figure as our own, and we do not average it away.

Ratings shown on this site come from a named source with the number of ratings attached, and the source is printed next to the figure. If a product has no traceable rating, it appears without one.

Tier 3 — Aggregated owner reports

For durability and fit — the two things no spec sheet captures — we read owner discussion and store reviews in bulk and report the recurring complaints and recurring praise, including how often each appears. This is reported as a pattern, not as a single quote used to make a point.

How products get on a page

  1. A category is chosen where the buyer has a real decision to make and no good way to make it.
  2. Every candidate with published specs is tabulated. Products with no measurable data are dropped.
  3. The shortlist is cut to a maximum of three picks, chosen for different needs rather than ranked overall.
  4. Each pick gets its trade-offs written out. A pick with no stated downside is a pick we have not finished researching.

Updates

Prices and specifications drift. Each page carries the date it was last revised, and we re-check a category when a listed product changes materially — a discontinued size range, a reformulated material, a warranty that got shorter.

Tell us we are wrong

Corrections are welcome and are made on the page. Write to [email protected].