Notes from running the machine: how local search actually gets decided, what the full-market data keeps showing, and where automation earns trust or fails to. No news roundups, no algorithm-update takes. Things I had to work out to do the job, written down while they were still fresh.
If the only business you measure is your own, you cannot explain your own rankings — you can only describe them. Why a hand-picked list of ten competitors is drawn from the answer you are trying to find, and what changes when nothing is left out.
Local results are computed for a place, so the same search four miles away returns different businesses. You can be first outside your own shop and invisible where the bigger jobs are — and a single position number averages exactly that away.
In industrial automation the worst failure is a machine that keeps running while misreporting its own state. AI fails the same way — confidently, and silently. What it takes to trust software with a promise made to a customer.