Data and sources
What kinds of data Consumerative uses, how sources are recorded, and how confidence is expressed.
Where information comes from
Planned source types include the store's own published pages, official company registers, domain and certificate lookups, published annual accounts, authority notices and external review platforms. Each source type carries different weight and reliability.
How sources are shown
Every section lists the sources actually used for that section, with title, publisher or hostname where relevant, the retrieval date and a short controlled excerpt where one is available. External text is always shown as text.
Confidence
Confidence reflects source quality, data freshness, evidence completeness and the number of supporting sources. It is recorded with the data and is never inferred by the interface.
During beta
No live research runs yet. The only complete evaluation on this site is a clearly labelled fictional example whose facts and sources are invented to demonstrate structure.