Evidence worth building on.
Original research and practical insights from the work of helping businesses get found in AI search.
Original research
Where AI finds Rooter-Man Austin.
240 completed answers. Sixteen working model routes. A closer look at how customer intent changes visibility.
↗Research insightA mention is the start of the question.
Why business mentions, answer citations and source discovery need different measures.
↗Field notesThe wider AI marketing library.
Explore practical guides to AI search, advertising, measurement and industry-specific work.
↗Our published research shares selected findings, dates and limitations. Detailed client evidence and collection methods remain private.
What does AI find
when it looks for you?
Start with your business, your customer and the questions worth answering.
Discuss your starting point