ORBT Labs
AI-citation audit · Rancho Santa Margarita, CA

AI-citation audit in Rancho Santa Margarita.

Get a straight snapshot of what ChatGPT, Claude, and Perplexity say about your Rancho Santa Margarita business today. 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 a tight-knit community, AI is the new neighbor recommendation.

Rancho Santa Margarita is a family-first community built around the Lake and its surrounding neighborhoods — family services, retail, wellness, light professional offices, and a handful of tech and creative shops. Business here has always run on the neighbor recommendation: who did your kitchen, who you see for physical therapy, who handles the books. That referral instinct has not gone away, but a lot of it now passes through an AI model that a resident consults before they post in a community group.

The audit shows what that model says. I run the prompts a real RSM resident would type, against every model that matters, and hand back a plain snapshot of where you get cited, where a competitor gets cited instead, and where the category has a gap nobody is filling. For a local-services business that depends on being the trusted name, being missing from the AI answer is a referral that quietly defaulted to someone else.

One disclosure. ORBT Labs is one person, San Diego-based, and South OC is roughly seventy-five minutes out for in-person work. My sister studio XALA handles clinics, dental, and real estate — if that is your field, I will route you there. Family services, retail, wellness, tech, and light professional offices in Rancho Santa Margarita 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 Rancho Santa Margarita 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-services business near the Lake. Trusted by word of mouth for years, a website that says little a model can lift. The owner runs the free tool and the category comes back but never the business. We deepen the audit, ship LocalBusiness and Service schema, rewrite the pages to state exactly what the business does, and add a primary-source about page. The day-90 panel starts naming them on the neighborhood prompt.

A wellness practice off Santa Margarita Parkway. Good reviews, invisible to Perplexity when a resident asks for a provider in the category — every answer names a chain. The free tool confirms it. I do a paid engagement: a services rewrite that names offerings and conditions in plain, indexable language, the right schema, and credible source links. By day 60 the models quote the practice directly.

A small tech or creative shop serving local businesses. Strong work, no AI presence — every model recommends a larger competitor. We ship Organization and Service schema, rewrite the pages to name what the shop actually delivers and for whom, and seed two credible listings. Day-90 snapshot puts them in the answer set for their core capability prompt.

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 a dollar — that is the reason it is free.

San Diego is studio headquarters. Rancho Santa Margarita is about seventy-five minutes up the coast, so in-person is reachable for the first conversation if it helps — around the Lake or wherever is easy. Most of the work runs 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.

Have a project in mind?

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