A prediction market is, in essence, a market that prices the probability of an event. If you say "I think the Fed cuts rates in June," you can buy a contract that pays $1 if it does and $0 if it does not.
Why they matter
Prediction markets are, in many cases, better forecasters than polls or analysts. It makes sense: people are betting real money. Bias prices itself out.