Understand how engines answer.
A buyer’s question can branch into many smaller searches. We map the prompts, sources, and citations that shape a final answer.
We find where your business is missing from AI answers, build the signals that support trust, then measure what changes.
A buyer’s question can branch into many smaller searches. We map the prompts, sources, and citations that shape a final answer.
We compare where your business should appear with where it does. Missed citations mean you are named without a link. Competitor gaps show where another brand is named instead. Topic gaps reveal subjects AI connects to someone else.
People ask AI in full questions. We build a useful prompt set around real buying decisions and distinguish traditional search goals from inclusion in an AI-generated answer.
We improve on-site content, credible third-party mentions, answer-led video, and technical access. Each workstream supports a consistent description of your business.
We track mention rate and share of voice alongside AI referral traffic, crawler activity, and how new customers say they found you.
Map prompts, engines, competitors, citations, and current access.
Improve key pages, resolve access issues, and set the content plan.
Earn credible mentions and publish useful answer-led videos.
Re-measure visibility, review business signals, and refine actions.