One company gets half the answers. Most get almost none.
We checked roofers in Kansas City. We asked AI the questions homeowners ask, again and again.
500500AI answers
255255different businesses named
50%50%of answers named the #1 company
22–3%3%for most businesses
Same city. Same work. Wildly different results.
This isn't luck. AI picks businesses for clear reasons. Those reasons can be found, and most can be fixed.
A typical local job is worth $2,500 to $25,000. Every one that goes to the company AI named is a job you never got a shot at.