A growing share of research never reaches a results page. We work on whether the answer above it mentions you.
Platform expertise
Being findable and citable inside the assistant people now ask first.
People increasingly ask an assistant instead of running three searches. The assistant answers, cites a handful of sources, and the rest of the web goes unread. That is a distribution change, not a fad.
Being cited depends on things classic search optimization touched only loosely: clear factual structure, consistent entity information across the web, retrievable content, and third party corroboration.
We treat it as measurable work. We track how assistants answer the questions your buyers ask, whether you appear, and what changed after we published.
Assistants cite sources that are easy to verify. Ambiguity is the thing that gets you left out.
02 / Scope
Testing the real questions your buyers ask and recording who gets cited today.
Pages structured so a model can extract a clean, attributable answer instead of guessing.
Name, claims, credentials, and descriptions aligned across the properties assistants draw from.
Earned mentions and references that give a model reasons to trust the claim.
Visibility
Earning inclusion in the answers that summarize a category instead of listing it.
Visibility
Being present, accurate, and citable inside AI assistants and answer engines.
Visibility
Machine-readable meaning so both crawlers and models understand the business.
Visibility
An editorial plan tied to demand, expertise, and the questions buyers actually ask.
A selection of the specialists who lead and shape this work, supported by a broader multidisciplinary team.
The automotive category looks like one audience and behaves like several. A shopper pricing custom rims is nothing like a driver who needs rim repair today, and neither searches the way a tire or alignment customer does. The program had to win the searches with immediate intent, send each customer to the right action, and measure results in calls and form submissions rather than clicks.
Retail and e-commerce | Advertising
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