ORBT Labs
AI-citation audit · Laguna Beach, CA

AI-citation audit in Laguna Beach.

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

Start a brief Or email hello@orbtlabs.com
01 — Why this, here

In Laguna, the visitor asks the model before they ask anyone local.

Laguna Beach lives on art, hospitality, and high-end dining, and almost every buyer arrives from somewhere else. A collector planning a weekend asks ChatGPT for "galleries showing contemporary California artists in Laguna." A couple booking an anniversary asks Claude for "the best ocean-view fine dining in Laguna Beach." A guest comparing boutique hotels asks Perplexity which one is quiet and walkable to the Village. If the model hands back three names and yours is not among them, you lost a guest who never knew you existed. The audit closes that loop: I run the prompts a real visitor types, against every model that matters, and hand back a plain snapshot of what is said about you and what is said about your category without you in it.

There is a free self-serve version of the tool on this site. Run it on your gallery, restaurant, or inn. Most Laguna owners do it once, see one model knows them and three do not, then ask how to fix the gap. That is the paid engagement. I take the same audit, deepen the prompt set to fit a destination visitor or a collector, file the structural fixes against your site, and re-run the panel at day 30, 60, and 90.

A note on scope. My sister studio XALA handles AI-citation work for clinics, dental practices, and real estate brokerages. If you are one of those, I hand you off. Everything else — galleries, luxury hospitality, fine dining, creative practices serving private wealth — runs through me.

02 — What we build

Free tool first. Paid engagement when the answer is ugly.

  • The free tool — run the audit yourself in about thirty seconds. Same model panel we use in client work; no email gate, no upsell prompt.
  • Paid engagement: a deepened prompt set tuned to your Laguna Beach buyer, run against ChatGPT, Claude, Perplexity, and Gemini, with answers archived and diffed.
  • A gap report — where the models cite you, where they cite a competitor instead, and where the category has a vacuum nobody owns 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 short readout written for a non-technical owner, so the conversation with your marketing person stops being theater.

From Free tool, $1,500 paid engagement · 1 to 3 weeks · Owner-operated.

03 — What this looks like

Three composite scenarios from this market.

A gallery in the Village. Thirty years representing California painters, ranked on Google, but ChatGPT names two newer spaces and skips them on "contemporary art galleries in Laguna Beach." We find the artist pages are images with no readable text, rewrite them to name artists and movements in plain language, ship CreativeWork and ArtGallery schema, and seed two primary-source arts listings. The day-90 snapshot lands them in two of four model answers.

An ocean-view restaurant in North Laguna. Strong reviews, but the free tool shows it appears only inside a long list, never as a recommendation. I rewrite the home page to lead with verifiable cuisine, the view, and the room, add Restaurant schema with the real menu shape, and land it on two independent dining guides. By day 60 Perplexity quotes it by name for "best sunset-view dinner in Laguna Beach."

A boutique inn near Top of the World. Twelve rooms, a devoted repeat clientele, invisible to Claude for "quiet small hotel walkable to the Laguna Village." We add LodgingBusiness schema, rewrite the about page to name what actually makes it quiet and walkable, and seed two regional travel listings. The day-60 panel names the inn in two of three models for the boutique-stay query.

04 — Honest scope

This is an audit and a focused remediation, not a brand overhaul. I do not promise a specific citation count and I do not run paid ads. If the site has structural issues that block AI crawlers entirely, I 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 before you pay a dollar — that is the point.

The studio is in San Diego. Laguna Beach is about ninety minutes up the coast, so the first conversation can be in person near the Village or North Laguna if that is easiest. Most of the work runs remote.

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

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