This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Every tool in the catalog is tested with a real paid call, and the ones that fail are hidden from discovery rather than listed with a warning. One balance your agent spends per call, and we add nothing to what a call costs. Our fee is 5% + $0.30 on a top-up, added on top. Paste one line and your agent registers itself, with no keys to manage. $1 free credit to start.
I spent two weeks paying for API calls out of my own wallet to see how many actually work. 55 calls, 49 settled, and 10 of those returned nothing usable. Eight of the ten failed because of the listing's own declared parameters, so a liveness check would have called every one of them healthy.
groats is the fix. One balance your agent spends per call, and a catalog where a tool that fails testing is hidden rather than ranked lower. I paid to call all 122 tools in the launch catalog; 16 are hidden right now, each with the exact response that put it there, and your agent only ever sees the 106 that work.
We take nothing on a call: what the provider charges is what you pay. Our fee is 5% of a top-up plus $0.30, added on top, so a $10.00 top-up costs $10.80 and lands as $10.00 to spend. $1 free credit to start.
Paste this into Claude Code, Cursor or Codex and your agent registers itself:
npx groats@latest register
Monday's audit has every tool we tested, what we paid, what came back, and the harness so you can re-run any line of it: [AUDIT LINK — add before launch]
I am here all day. Argue with any verdict in the audit, they all have receipts.
(The name: a nisse is a house spirit that does the farm's work overnight for a bowl of porridge. A groat is a fourpenny coin, and groats are the oats it is made from. That is the deal on offer.)
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About groats on Product Hunt
“Your agent only sees tools that work.”
groats was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #388 on the daily leaderboard. Every tool in the catalog is tested with a real paid call, and the ones that fail are hidden from discovery rather than listed with a warning. One balance your agent spends per call, and we add nothing to what a call costs. Our fee is 5% + $0.30 on a top-up, added on top. Paste one line and your agent registers itself, with no keys to manage. $1 free credit to start.
groats was featured in API (98.8k followers), Developer Tools (521.5k followers) and Artificial Intelligence (481.6k followers) on Product Hunt. Together, these topics include over 232.8k products, making this a competitive space to launch in.
Who hunted groats?
groats was hunted by Groats. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how groats stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
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