ORBT Labs
AI-citation audit · Laguna Niguel, CA

AI-citation audit in Laguna Niguel.

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

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

Affluent buyers in Laguna Niguel do their homework through AI.

Laguna Niguel is a comfortable, established town — financial services and wealth management, luxury retail, wellness, and the family-services businesses that an affluent community keeps on speed dial. The buyers here are deliberate. A household choosing an advisor, a resident picking a wellness provider, a shopper sorting through high-end options — they research, and that research now starts with an AI model that hands back a short, confident list of names.

The audit shows whether your name is on that list. I run the prompts a real Laguna Niguel buyer would type, against every model that matters, and hand back a flat snapshot of where you show up, where a competitor shows up in your place, and where the category has an opening nobody owns. When the buyer is affluent and the purchase is considered, being absent from the AI answer means you were never in the running.

One note on scope. ORBT Labs is one person, San Diego-based, and South OC is about seventy-five minutes out for in-person work. My sister studio XALA covers clinics, dental, and real-estate brokerages — if you are a Laguna Niguel realtor, I will hand you off. Financial services, wealth management, luxury retail, wellness, and family services 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 Laguna Niguel 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 wealth-management practice near Crown Valley. Long client tenure, referral-led, no presence in Perplexity for "wealth manager in Laguna Niguel." The owner runs the free tool and a larger firm comes back instead. I do a paid engagement: a services rewrite naming specialties and credentials in indexable language, Service schema per offering, and a primary-source advisor bio crawlers can lift. By day 90 they show up in Claude and Perplexity for two of three target queries.

A luxury retail boutique near Bear Brand. Loyal clientele, weak digital footprint, every model recommends a mall anchor instead. The free tool confirms the gap. We rewrite the pages to name the lines and what makes the inventory specific, ship LocalBusiness and Product schema, and earn two independent local-guide mentions. The day-90 panel adds them to the answer set for their category.

A wellness studio off Niguel Summit. Strong reviews, invisible when a resident asks ChatGPT for a provider — every answer names a chain. We rewrite the service pages to state offerings in plain, indexable language, add the right schema, and link credible sources. Day-90 snapshot lands them in two of four model answers for their main service 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 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 anything — which is the entire point of giving it away.

San Diego is studio headquarters. Laguna Niguel is about seventy-five minutes up the coast, so in-person is reachable for the first conversation — Crown Valley, Bear Brand, or wherever is easy. The work runs mostly remote after that.

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

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