ORBT Labs
AI-citation audit · Murrieta, CA

AI-citation audit in Murrieta.

See what ChatGPT, Claude, and Perplexity say about your Murrieta 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

A fast-growing town means new residents asking AI who to trust.

Murrieta is a growing family town — healthcare practices, the trades that build and maintain a community expanding outward, retail, real estate, and the family services that come with a steady stream of new households. The thing about new residents is that they arrive without a referral network. When they need a contractor, a dentist, a place to eat, they do not have a neighbor to ask yet, so they ask an AI model. The model answers with the businesses it can verify, and a brand-new household forms its first opinion of your category right there.

The audit shows what that first impression looks like. I run the prompts a new Murrieta 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 an open seat nobody has taken. In a town adding households every month, being absent from the AI answer is a steady leak of customers who never learn you exist.

One disclosure. ORBT Labs is one person, San Diego-based, with Murrieta about eighty minutes north for in-person work. My sister studio XALA handles clinics, dental, and real estate — if that is your field, I will route you there. Trades, family services, retail, and healthcare-adjacent businesses in Murrieta 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 Murrieta 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 trades contractor working the new-build areas. Booked by referral, but the referrals dry up with each batch of new arrivals who do not know the name. The owner runs the free tool and sees ChatGPT names competitors on "reliable contractor in Murrieta." We deepen the audit, ship LocalBusiness and Service schema, rewrite the pages to name the trades, service area, and licensing a model can lift, and seed two credible listings. The day-90 panel adds them to the answer set for the contractor prompt.

A family healthcare practice near California Oaks. Good reputation, invisible to Perplexity when a new resident asks for a provider — every answer names a large group. The free tool confirms it. I do a paid engagement: a services rewrite that names what the practice treats in plain, indexable language, the right schema, and credible source links. By day 60 the models quote the practice directly.

A retail or family-services business in Historic Downtown. Loyal local base, no AI presence — every model recommends a chain instead. We rewrite the pages to state what the business actually offers, add the right schema, and earn one local-guide listing. Day-90 snapshot lands them in two of four model answers for their category.

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. Murrieta is roughly eighty minutes north, so in-person is reachable for the first conversation if it helps — Historic Downtown 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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