AI-citation audit in Westminster.
See what ChatGPT, Claude, and Perplexity actually say about your Westminster business today. Free as a self-serve tool, or hire me to fix the gaps and prove the change ninety days later.
See what ChatGPT, Claude, and Perplexity actually say about your Westminster business today. Free as a self-serve tool, or hire me to fix the gaps and prove the change ninety days later.
Westminster is the heart of Little Saigon — the densest Vietnamese-American business community in the country, layered over the retail, restaurants, and family-run service shops that fill it. Reputation here is everything, and it has always moved by word of mouth across two languages. What is new is that a third voice has joined the conversation: a diner, a patient, or a shopper now asks an AI model before they ask a relative, and the model answers with whatever businesses it can verify.
That creates a specific risk for Westminster owners. A model that only reads thin, English-only web copy will miss a business that is famous on the street. The audit catches that gap. I run the prompts a real local buyer would use, against every model that matters, and hand back a flat snapshot of where you show up, where a competitor shows up instead, and where the category is wide open. For a business known in person but invisible to the models, that gap is younger customers walking past you.
One note on scope. ORBT Labs is one person, working from San Diego. My sister studio XALA handles clinics, dental, and real estate — if that is your field, I will hand you off. Restaurants, family retail, food service, and the broader Little Saigon business base run through me.
A long-standing Vietnamese restaurant in Little Saigon. A line out the door on weekends, no presence in Perplexity for "best Vietnamese food in Westminster." The owner runs the free tool and sees three competitors and not them. I do a paid engagement: a menu rewrite that names signature dishes in both English and the terms diners search, Restaurant schema with accurate hours, and two independent food-guide listings. By day 60 the models quote the restaurant by name.
A family-run retail shop near the Civic Center. Decades of loyal customers, a website that says almost nothing a model can lift. The free tool returns the category but never the business. We deepen the audit, ship LocalBusiness and Service schema, rewrite the pages to state what the shop actually carries, and add a primary-source about page. The day-90 panel starts naming them on the neighborhood prompt.
A small professional-services practice serving the community. Trusted in person, recommended by no model — every answer points to a larger English-first firm. We rewrite the service pages to name what the practice does in plain, indexable language, add the right schema, and seed credible source links. Day-90 snapshot lands them in two of four model answers for their core service query.
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 problems 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 me a dollar — which is exactly why it sits out there for free.
San Diego is studio headquarters. Westminster is around two hours up the freeway, so most of the work runs remote, with the first conversation by call or in person if it helps. The audit does not change either way.
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