AI search visibility
Buyers are asking assistants for a shortlist before they open a search page. This is about being in that answer.
Our process
Structured around what we can verify, honest about what we cannot.
Answer audit
Test how assistants respond to buying queries in your market. Map where you appear, where competitors appear, and where nobody does.
Page restructure
Lead with direct answers in the first two sentences. The format assistants extract most reliably.
Comparison content
Build structured comparison tables. Among the most frequently cited formats by AI assistants.
Entity and citation work
Third-party presence and mentions. Assistants cite sources beyond your site far more often than they cite you directly.
Schema and structure
Implement parsing-friendly markup. Schema for clean parsing, not oversold as a citation lever.
Visibility tracking
Monitor assistant answers over time. Track whether you appear for the queries that matter.
What is included
Answer-first page structure
Sections that open with a direct answer in the first two sentences, because that is what gets extracted.
Comparison tables
Structured comparisons are among the most frequently cited formats. For technical products this suits the content anyway.
Entity and citation work
Third-party presence and mentions, since assistants cite sources beyond your own site far more often than they cite you.
Question-led headings
Headings phrased the way a buyer would ask, rather than as internal category names.
Visibility tracking
Monitoring whether you appear in assistant answers for the queries that matter, and how that changes.
Want to know if this is the right starting point? Tell us what is not working and we will say whether this is where we would begin, or somewhere else.
Ask usProblems we have solved
Described by the problem rather than by the client.
Present in search, absent from the assistant answer
What we found
The company ranked well on its main terms. Asking the same questions of an assistant returned three competitors and not them.
What we built
Restructured the key pages to lead with direct answers, added comparison tables, and worked on third-party presence.
What changed
They began appearing in answers for a portion of the tested queries. This is an area where we track rather than promise.
Content locked in PDFs
What we found
The most useful technical material sat in downloadable documents. Assistants and search engines could not use it.
What we built
Rebuilt the substantive content as indexed pages, keeping the PDFs as downloads rather than as the only version.
What changed
The material became findable by both search and assistants.
Often runs with
Talk to us about AI search visibility
Thirty minutes, no deck. If this is not what you need we will say so.