Vetted answers product questions from what independent sources actually recommend — Reddit threads, YouTube reviews, expert write-ups — rather than from marketplace listings and sponsored placements. The premise is that shoppers already do this manually, searching a product category with Reddit appended, because retailer reviews are unreliable.
Aggregating across those sources at scale is where the value sits. One enthusiast thread is a data point; a synthesis across dozens of threads and video reviews approximates the consensus a careful shopper would reach after an evening of reading.
Source quality still varies, and community recommendations carry their own biases and undisclosed affiliate relationships. Treat the output as a shortlist to verify rather than a verdict. Access is free.
