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AI search visibility, framed for your job

Getting cited by AI answer engines looks different depending on whether you own the technical site, the narrative, the catalogue, or a book of clients. Pick the framing closest to yours.

By use case

Start from the outcome you need — citations, reputation, attribution, or off-site authority.

By team

The workflow, the metrics and the reporting each function actually owns.

By industry

Where AI answers already shape buying decisions, and what changes per category.

By company size

From a founder running this alone to an agency running it for thirty clients.

Frequently asked questions

How do I pick the right solution page?+

Start from whichever axis you think in. If you have a goal, use the use-case pages. If you own a function, use the team pages. If your category behaves unusually, use the industry pages. They all lead to the same underlying capabilities, framed for a different reader.

Is AI search visibility different from SEO?+

It overlaps heavily but not completely. The differences that matter in practice are AI crawler access rules, tolerance for JavaScript rendering, how much weight structured data carries, and the fact that the outcome is a citation inside an answer rather than a ranked position in a list.

Where should a team start?+

Crawler access and server-side rendering, almost always. They are quick to check and quick to fix, and it is common to find that the reason a brand is absent from AI answers is mechanical rather than editorial.

Not sure where you stand?

Baseline how every major answer engine describes you today, then pick the workstream from there.