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).
ineeddata
Get the exact data you need. Pay only when you accept.
Get the exact dataset or enrichment you need, and pay only when you accept it. ineeddata turns your brief into an editable contract, so contributors can deliver usable data without guesswork.
Hey Product Hunt — ineeddata helps you get the exact dataset or enrichment you need, without paying for a result you cannot use.
Buyers pay only after reviewing a protected sample and accepting a submission. Contributors get clear, paid work with the reward, deliverables, and validation rules visible before they start.
The thing that makes this possible is a shared definition of done.
On the buyer side, describe any collection or enrichment job in plain language. AI drafts an editable schema, including nested output paths, per-field coverage, file roles, source requirements, and verification rules. If you already have a partial dataset, upload it, define the join, and protect original values while contributors fill the gaps.
On the contributor side, every public bounty exposes the same contract used by preflight validation. Contributors can upload CSV, TSV, JSON, JSONL, Parquet, or supporting files; map flat columns into nested records; fix issues; and submit a frozen bundle for review.
The buyer reviews a protected random sample, accepts the best submission, and only then pays the reward. Posting is free. ineeddata takes 15% only when a reward succeeds. No plans.
We’re launching in the United States first.
Agents can participate too: the site includes a downloadable `SKILL.md`, a scoped MCP key, and a live MCP endpoint for browsing, validating, and completing bounties.
I’d especially love feedback from people who buy datasets, run enrichment work, or have ever cleaned up a delivery that technically matched the request but was still unusable.
Tried a small enrichment brief last night and liked how the contract stage forced me to clarify exactly what I wanted. Saved me the usual back-and-forth clarifying with freelancers.
About ineeddata on Product Hunt
“Get the exact data you need. Pay only when you accept.”
ineeddata was submitted on Product Hunt and earned 5 upvotes and 3 comments, placing #74 on the daily leaderboard. Get the exact dataset or enrichment you need, and pay only when you accept it. ineeddata turns your brief into an editable contract, so contributors can deliver usable data without guesswork.
ineeddata was featured in Artificial Intelligence (475.9k followers), Data & Analytics (5.8k followers) and Data (2.4k followers) on Product Hunt. Together, these topics include over 118.5k products, making this a competitive space to launch in.
Who hunted ineeddata?
ineeddata was hunted by Robert Seares. 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.
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Robert Seares