ORBT Labs
AI-citation audit · Escondido, CA

AI-citation audit in Escondido.

See what ChatGPT, Claude, and Perplexity say about your Escondido business right now. Free as a self-serve tool, or hire me to fix the gaps and re-run the panel ninety days later.

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

Escondido runs on local trust. The models don't know that yet.

Escondido is a working town — agriculture, auto dealerships, field services, family healthcare, light manufacturing. The reputation lives in word of mouth and twenty years of repeat customers. None of that means anything to an AI model. When a new resident in Hidden Valley asks ChatGPT "reliable HVAC company near Escondido" or a farm manager asks Perplexity for an ag-equipment service, the model answers from whatever it can read on the open web — and most established Escondido businesses have a site that says almost nothing a crawler can use.

The audit shows you where you stand. I run the prompts a real local buyer would use, across every model that matters, and hand back a plain snapshot: where you get named, where a competitor with a thinner reputation but a better-structured site gets the recommendation instead, and where the category is wide open. The frustrating cases are the ones where you are the best in town and the AI has never heard of you — those are also the cheapest to fix.

A note on scope. My sister studio XALA handles AI-citation work for clinics, dental practices, and real-estate brokerages — separate playbooks, clean hand-off if that is you. Field services, dealerships, agriculture, manufacturing, and the rest of Escondido 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 Escondido 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 field-services contractor off Felicita. Twenty-five years serving the valley, booked solid on referrals, completely absent when a new homeowner asks ChatGPT "trustworthy plumber near Escondido." The free tool returns a franchise instead. I deepen the audit, find the site is a single home page with a phone number and nothing else, ship service-area pages with named neighborhoods, and add LocalBusiness and Service schema. The day-90 snapshot puts them in two of four model answers.

An independent auto dealership downtown. Strong local name, no presence when a regional buyer asks Perplexity "used-truck dealer near Escondido that isn't a chain." The free tool confirms it. I run a paid engagement: an inventory-and-specialty page written in readable text, AutoDealer schema, and two primary-source directory entries. By day 90 they show in Claude and Perplexity for two of three queries.

An ag-equipment service business in Hidden Valley. The go-to for area growers, invisible to Claude on "agricultural equipment repair near Escondido." I rewrite the site around the actual equipment lines and crops served, add one indexable page per service, and land a primary-source profile. Day-60 panel names the business directly.

04 — Honest scope

This is an audit and a focused remediation, not a brand overhaul. I do not promise a citation count and I do not run paid ads. If the site has structural problems that block AI crawlers entirely — and older Escondido business sites often do — I name them in the report and either fix the load-bearing pieces inside scope or quote a separate rebuild. The free tool tells you most of what you need before you pay me anything.

San Diego is studio headquarters, and Escondido is reachable inside an hour up through North County. I can meet in person when it helps; most of the work runs remote, but the first conversation can be wherever is easiest.

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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