How we research and rank
Verdict doesn't guess at scores. Every rating you see comes from published reviews at established publications, and every claim in a pros/cons list is grounded in source material we've read.
Where the rating comes from
Each product's star rating is the average of numeric ratings published by independent reviewers. We pull those numbers directly from the structured data (schema.org JSON-LD) embedded in major review sites — the same structured data Google uses to show star ratings in search results.
On every product page we list the source publications and link directly to their reviews so you can read them yourself. If our rating differs from one source, it's because we've averaged across multiple.
Where the pros and cons come from
For each product we read several professional review articles, browse the most upvoted Reddit threads in the relevant communities, and pull transcripts from the most-watched review videos on YouTube. The pros and cons you see are synthesised from that pool of source material — they reflect what reviewers and owners are actually saying.
How we choose the shortlist
You give us a starting product. We search the open web for established comparables in the same category, score the candidates by how often they appear in “best of” lists and head-to-head comparisons, and pick the top 4–5.
How we compare them
After every product has been researched independently, we run a final head-to-head pass that compares each one against all the others in the shortlist. That's where the “How it compares” section on each product page comes from. It's written by referencing the others by name, not in isolation.
Affiliate disclosure
Some links on this site are affiliate links. When you click through and buy something on Amazon, we may earn a small commission at no extra cost to you. This never changes how products are ranked or what we say about them — the ratings come from independent reviewers we don't pay or partner with.