ORBT Labs
AI-citation audit · Buena Park, CA

AI-citation audit in Buena Park.

Pull a snapshot of what ChatGPT, Claude, and Perplexity say about your Buena Park 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

On the Beach Boulevard corridor, the visitor's first question goes to an AI.

Buena Park lives off foot traffic and family outings — the entertainment and tourism cluster along the Beach Boulevard corridor, the restaurants that feed it, the Korean-American businesses around Los Coyotes, the retail that catches the overflow. A huge share of that audience is from out of town, and out-of-town visitors plan with AI. When a parent asks ChatGPT "what to do near Knott's besides the park" or a traveler asks Claude for "good Korean barbecue in Buena Park," the model hands back a few names. The businesses it names win the night.

The audit shows whether you are one of those names. I run the prompts a real visitor would type, against every model that matters, and hand back a plain snapshot — where you appear, where a competitor appears instead, and where the category has an opening nobody owns. For a destination business that depends on discovery, sitting out of the AI answer is lost covers and empty tables you never see.

One disclosure. ORBT Labs is one person, based in San Diego. My sister studio XALA covers clinics, dental, and real estate — if that is you, I will route you cleanly. Entertainment and tourism operators, restaurants, family retail, and the Korean-American business base in Buena Park run 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 Buena Park 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 family entertainment venue off Beach Boulevard. Steady local crowd, weak pull from out-of-town visitors. The owner runs the free tool and sees ChatGPT names the big anchor attraction but never the smaller venue on "things to do near Knott's." We deepen the audit, find the site never states what the venue actually offers in terms a model can lift, ship Event and LocalBusiness schema, and seed two independent visitor-guide listings. The day-90 panel adds them to the recommendation set for the family-outing prompt.

A Korean barbecue restaurant near Los Coyotes. Packed on weekends, invisible to Perplexity for "best Korean BBQ in Buena Park." The free tool returns competitors only. I do a paid engagement: a menu rewrite that names cuts, banchan, and the dining format in the terms diners use, Restaurant schema with accurate hours, and two credible food-guide mentions. By day 60 the models quote the restaurant by name.

A retail shop in the tourism corridor. Good walk-in business, no AI presence — every model recommends a chain instead. We rewrite the store pages to name product lines and what makes the inventory specific, add the right schema, and earn one local-guide listing. Day-90 snapshot lands them in two of four model answers for their category near the corridor.

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 structural issues are blocking AI crawlers, I name them in the report and either fix the load-bearing pieces in scope or quote a separate rebuild. The free tool tells you most of what you need to know before you pay anything — that is the whole reason it is free.

San Diego is studio headquarters. Buena Park is up in north OC, roughly two hours out, so the work runs mostly remote. The first conversation can be a call or in person if it helps; the audit is identical either way.

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

Have a project in mind?

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