Find out where your brand is invisible in AI search — then fix it, weekly

Your customers have changed how they search. Plenty of them no longer scroll Google — they ask an AI assistant “who is the best at this” or “how do I fix that,” and they act on whatever it answers. If your business is not in that answer, you do not get a second-place link. You get nothing, and you never see it happen.

Traditional SEO does not measure this. So the gap stays invisible while a competitor takes the spot you should own.

What I built

An agent that treats AI answers as a place you can win or lose, and works both sides of it:

• Measures presence. It asks the AI assistants the real questions your buyers ask, across the major ones, and records where you are cited, where a competitor is named instead, and your share of those answers.
• Checks the foundations that make a site quotable by AI — the machine-readable answer file, permission for AI crawlers, structured data, and clear answer-style content.
• Ships the fixes. Titles and descriptions, schema, internal links, answer content, and page speed — deployed straight to the live site.

The safety rails

Every change is backed up first, voice-checked, syntax-checked, verified on the live page, and rolled back automatically if anything looks wrong. It caps itself at a handful of changes per run, and anything with real stakes — pricing, claims, removing a page — is flagged for a human instead of shipped on its own.

Two ways to run it

On my own properties it deploys the fixes directly. For a client it is recommend-only: I never touch your live site without asking. You get a clear report of what the AI currently says about you, where the gaps are, and the exact fixes — with the assets ready to paste.

The result

You stop guessing whether AI search sees you. You get a scorecard against named competitors, and the technical and content gaps close on a weekly rhythm instead of sitting in a backlog.

Who this is for

Any business whose buyers research before they commit, and who would rather be the answer than a link nobody clicks.