AI-citation audit · Irvine, CA

AI-citation audit in Irvine.

Pull a snapshot of what ChatGPT, Claude, and Perplexity say about your Irvine business right now. Free as a self-serve tool, or hire us to fix the gaps and prove the change ninety days later.

Start a brief Or email hola@xala.studio
01 · Why this, here

Irvine runs on AI buyers who never call you first.

Irvine is a buyer-research town. The procurement lead at a Spectrum semiconductor firm asks Claude for a vendor shortlist before a single email goes out. The founder of a Quail Hill biotech startup asks ChatGPT who handles a regulatory niche before they pick up the phone. If the model does not name you, you are not on the list, and you never find out why. The audit shows you exactly that: we run the prompts a real Irvine buyer types, against every model that matters, and hand back a plain snapshot of what is being said about you and what is being said about your category without you in it.

There is a free self-serve version of the tool on this site. Type in your business and run it. Most Irvine owners try it once, see one model knows them and three do not, then write back asking how to close the gap. That is the paid engagement. We take the same audit, deepen the prompt set to fit your real buyer (a tech procurement panel reads nothing like an education or professional-services one), file the structural fixes against your site, and re-run the panel at day 30, 60, and 90.

A note on scope. A dedicated desk here handles AI-citation work for clinics, dental practices, and real estate brokerages. If you are one of those, we hand you off. Everything else here (semiconductors, B2B tech, biotech, education, professional services) runs through us.

02 · What we build

Try the free tool first. Hire us if you don't like what it says.

  • The free tool. Run it on your own business in about thirty seconds. It uses the same AI models we use in paid work. No email required, nothing to unsubscribe from.
  • If you hire us: a bigger set of questions written for the kind of customer you actually get in Irvine, asked of ChatGPT, Claude, Perplexity, and Gemini. We save every answer so we can compare them later.
  • A short report showing where AI names you, where it names a competitor instead, and where nobody in your category has been named at all yet.
  • Schema, entity, and source-credibility fixes shipped directly to your site or handed off as a clean diff for your developer.
  • Day 30, 60, and 90 follow-up snapshots run on the same panel. You see what moved, in plain side-by-side English.
  • A plain-English summary you can read in five minutes and take straight into your next marketing conversation.

Free tool · paid remediation from $750 · 1 to 3 weeks · An owner-run studio.

03 · What this looks like

Three composite scenarios from this market.

A semiconductor design house near the Spectrum. Forty engineers, a narrow specialty in low-power chip layout, and total silence from Perplexity on the vendor-shortlist queries that feed their pipeline. The free tool returns nothing. Paid engagement: a capability page per design service, schema that names the process nodes they actually work in, and a primary-source founder bio the crawlers can lift. By day 90 they surface in Claude and Perplexity for two of three target query shapes.

An Irvine professional-services firm in Woodbridge. Twenty-year accountancy, strong Google ranking, invisible when a small-business owner asks ChatGPT "who handles multi-state tax for SaaS founders near Irvine." We find their service pages describe credentials but never the niche, ship Service schema per specialty, and seed two primary-source directory listings. The day-60 panel names them on the niche prompt in two of four models.

A biotech startup off Great Park. Series-A, one indexable page, no AI footprint at all. We rewrite the home page to lead with the verifiable platform and disease area, add Organization schema with named founders, and land them on an independent industry roundup. By day 90 ChatGPT and Gemini both cite them by name for the platform query.

04 · Honest scope

This is an audit and a focused remediation, not a brand overhaul. We do not promise a specific citation count and we do not run paid ads. If the site has structural issues that block AI crawlers entirely, we name them in the report and either fix the load-bearing pieces inside scope or scope a separate rebuild. The free tool tells you most of what you need to know before you pay a dollar. That is the point.

The studio is in San Diego. Irvine is reachable in about ninety minutes, so the first conversation can happen in person around Spectrum or Quail Hill if that is easiest. Most of the work runs remote either way.

This page was drafted from a structured brief and hand-edited before launch. The work itself is custom, owner-run, never templated.

Want to talk it through?

One paragraph about your business is enough. Tell us what you need → Or just email hola@xala.studio.

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