Where the evidence comes from
For each profession or day, we read real public discussions — mainly Reddit threads in communities relevant to that job — where people describe a gift they received, how they reacted to it, and what they wished had happened instead. We log each mention with its source link and the date range it was collected, and we report the actual count rather than rounding it up to sound more authoritative.
Where a sample is small, the page says so directly, usually in the evidence section itself or in an FAQ. A handful of real mentions, honestly labeled as a small sample, is worth more to us than a confident-sounding number we can't back up.
How we choose products
Products are reviewed manually on Amazon to confirm they're real, in the right category, and a reasonable fit for what the research found people actually wanted. We record the ASIN, a category, and our own one-line explanation of why it fits — never a price, star rating, review count, or product image copied from Amazon's own listing. That's also why prices never appear on this site: we'd rather send you to Amazon's own page for today's number than show you one that's gone stale.
Nobody on this site claims to have tested these products personally. A product earns a spot because it plausibly matches what real people said they wanted, not because we tried it ourselves.
What the budget numbers mean
Every total you see on a day page or the team calculator is a planning estimate built from the middle of a budget band you choose, not a live Amazon price. We do this because Amazon prices change constantly and we don't have API access to track them in real time yet — the figure is meant to help you plan a budget conversation, not to match what you'll pay at checkout.
Where the evidence is thin
Some professions have a deep research base; others have a genuinely small one, and a few pages reuse the closest related profession's research where no dedicated pass exists yet, always noted on the page itself. We'd rather ship an honestly thin page than pad it with invented detail, and we go back and deepen research over time rather than leaving a placeholder.
A worked example, so you can check our work
Take the nurses page: it cites 75 gift mentions from r/nursing, collected from a named thread with a date range shown on the page. Every quote on that page links directly to the real Reddit comment it came from — click "source" under any quote and you land on the actual thread. If a profession's evidence is unusually concentrated in one or two large threads rather than many independent discussions, the evidence note says so explicitly rather than letting the raw count imply more spread than there is.
Dates work the same way: each day page links to the actual sponsoring organization's own page under "Source" in the date box, not a secondary calendar site repeating the claim. Where no sponsoring organization could be confirmed, the page says the date is an informal or crowd-sourced observance instead of presenting it with false certainty.
Last reviewed October 13, 2026.