How we verify every pick
Last updated 2026-06-17
BuyOrSwipe answers one question honestly: is that cheaper AliExpress listing genuinely the same product you saw reviewed — or a real equivalent of it? We only publish a pick when we’re confident the answer is yes. We earn an affiliate commission when you buy through our links — but the bar for what we publish is editorial, not commercial. We list the verified equivalent of the reviewed product, never the cheapest or most lucrative listing.
Same product, or we don’t publish.
How do we decide two products are the same?
We don’t trust the listing’s title — AliExpress titles are stuffed with keywords to game search, so a title match proves nothing. Instead we pull the real product details — brand, model, category, and key specs — and run each candidate through a verification step that judges whether it’s genuinely the same product, or a close functional equivalent, of the one reviewed.
Borderline calls don’t go live on their own. When a match sits just under our confidence bar, a person reviews it and approves only the ones that genuinely hold up. Weak matches are dropped.
What stops a worse listing from being published?
Every candidate gets a confidence score. Picks that clear our 0.85 confidence bar publish automatically; anything in the borderline band below it is held for a human review before it can go live; and weak matches never publish at all. The bar is there to protect the match, not to push a sale.
How do we keep picks honest and current?
Every comparison page carries a “Where they actually differ” section — we never pretend a cheaper alternative is identical when it isn’t. We re-check prices and availability every day, so a pick doesn’t quietly go stale; if a product sells out, we replace it or retire the page. And we audit a sample of live picks for accuracy, holding ourselves to a 90% bar — a miss is a quality bug, not a rounding error.
What if we get a match wrong?
Tell us. Reply to any message from our Telegram bot, or email webmaster@buyorswipe.com. We treat a wrong match as a bug — we re-check it, and if we got it wrong we fix or pull the page.
The technical detail
For the curious, here’s the full flow behind a pick:
- We start from a real YouTube product review.
- We pull out the products mentioned in it.
- We search for matching AliExpress listings of those products.
- We check each candidate against the reviewed product and score how confident we are that it’s the same item.
- We publish only the matches that clear our confidence bar — and a person reviews the borderline ones by hand before they go live.
- We re-check prices, stock, and links every day, and replace or retire anything that goes out of stock.