How we pick.

The signals we look at

Every candidate product goes through the same four-signal pass:

• Price right now. The current retail price at the retailer we are linking to. We use that retailer as the source of truth, not a third-party scrape.
• Recent price history. Where the price sits versus the 90-day median and the 90-day low. A product that is sitting at its all-time average is not a story.
• Retailer presence. The product has to be in stock and orderable today. We will not list something you cannot buy.
• Category fit and diversity. The list should answer the question on its label. We cap how many near-duplicate products from a single brand can take adjacent ranks, so a list reads as a real shortlist rather than an inventory dump.

How those signals get combined

Each candidate gets a single composite score from those four signals. Strong recent-price-history signal carries the most weight, retailer presence is a hard gate (no presence, no listing), and category fit is the tiebreaker that keeps lists coherent.

We do not publish the exact numeric weights. They get retuned as the picker observes which products do well and which lists hold up under editor review. Treating the weights as public would freeze them, and freezing them would make the editorial worse.

The editor pass

The picker is fast and consistent. Editors are slower and right. After the picker proposes a set, an editor reads the list end to end, verifies the prices and the in-stock status against the retailer, and either approves the set or sends it back with a veto reason.

Sets that do not pass review never reach the published page. The lists you read on this site are only the approved ones.

What the verdict pills mean

Every pick on every list carries one of three verdicts.

• Worth it. The current price is meaningfully below the recent typical price, and we would buy this if we needed it. The threshold is a price 15 percent or more below the 90-day median.
• Save for later. The price is fair but not a moment to act. We are pointing at a good product, not a sale. Wait if you can.
• Skip. The current price is above the 90-day median, or the listed savings come from an inflated MSRP rather than a real discount. We include these picks to be honest about the spread, not because we recommend buying right now.

If a verdict ever surprises you, the price-history signal is doing the work. We are not pretending a product is a deal when the data says it is not.

Disclosure and editorial independence

We earn affiliate commission from qualifying purchases at the retailers we link to. Commission does not change which products we pick. The full disclosure lives at how we make money.

Retailer attribution

The retailer you click through to is the source of truth for the transaction. The price, the availability, the shipping window, the warranty, and the return policy are all theirs. We are an editorial layer that points at things; the purchase, the receipt, and the customer service belong to the retailer.

That is also why our privacy posture is small: we log the click for attribution, but we do not retain a personal-data record beyond that. See our privacy page for the specifics.