what is market intelligence in plain english?

Basically collecting information about your market so you make better decisions. Who the competitors are and what they charge, what customers want, how big the market is, which direction it's moving. Keyword data and competitor traffic estimates count too, so if you do SEO research you're already doing a slice of it.