Fifteen minutes. Four engines. Your three questions.

Four short inputs. As you type, the three questions below draft themselves — edit any of them freely.

Most sites are built for browsers, not crawlers — the work is real, but the architecture is often missing. We start from what AI can actually read.

AI engines don't rank pages, they answer questions — and cite three or four sources per answer. A citation check needs three kinds of question.

Non-branded is where new revenue lives — and where most brands are invisible.