A homeowner in North Yorkshire wants their patio and render cleaned and, instead of searching, asks an assistant who is good for it nearby. The answer names two local firms, describes what each does, and mentions that both are well reviewed.
The firm that got named had nothing exotic going on. Its site spelled out its services and areas in plain language, its details matched across Google and the directories to the letter, it had a steady flow of recent reviews, and its pages answered the exact questions people ask. The machine could describe it with confidence, so it did.
A third firm down the road does just as good a job in real life. But its website is vague about what it offers, its phone number disagrees with its Google listing, and its handful of reviews are two years old. The assistant had no confident way to describe it, so it left it out, and the homeowner never knew it existed.
Outcome
“You do not get named for being good. You get named for being a business the web can clearly and confidently describe as good.”