Every conclusion has a quote
Find problems people already want solved.
ScoopData collects public discussion, you review the exact quotes, and a ranking tells you what to build — still attached to the records that support it.
Hacker News and Stack Exchange. You review every quote before it can rank.
How the desk is used
Collect, review, then rank — in that order.
Each stage only consumes the reviewed output of the one before it. That is the research loop people work in every day.
- 01
Collect the records
A project names a market and the sources you trust. Bounded adapters pull public discussion and keep every link, timestamp, and raw payload.
- 02
Review the quotes
The extractor proposes complaints and requests with the exact source span. You accept or reject. Nothing clusters until a person says the quote is real.
- 03
Rank what to build
Confirmed groups become a ranking with five inspectable inputs. Open any row and the sentence that supports it is still there.
Operating principle
A conclusion is only as useful as the path back to its evidence.
Every signal, cluster, and score keeps source identity, capture time, processing lineage, and the exact records that support it. Nothing is summarised away.
Built for defensible research