ORBT Labs
AI-citation audit · El Cajon, CA

AI-citation audit in El Cajon.

Find out what ChatGPT, Claude, and Perplexity say about your El Cajon 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

El Cajon's family businesses earned their name in person. The AI starts from zero.

El Cajon runs on auto, trades, light manufacturing, healthcare, and a deep bench of Middle-Eastern family businesses that built their reputations over decades, often inside a community that knows them by name. That trust is real, and an AI model cannot see a bit of it. When a new East County resident asks ChatGPT "best Middle-Eastern grocery near El Cajon" or "reliable auto shop in El Cajon," the model answers from whatever it can read on the open web — and a lot of these businesses have almost no readable web presence at all.

The audit shows you where you actually stand. I run the prompts a real local buyer would use, across every model that matters, and hand back a flat snapshot: where you get named, where a competitor with a thinner reputation but a better-built site gets the recommendation, and where the category sits wide open. The most common finding here is a beloved, well-run business that the models have simply never indexed — which is frustrating to see and fast to correct.

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. Auto, trades, manufacturing, family retail, and food businesses across El Cajon 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 El Cajon 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-run Middle-Eastern market downtown. A landmark to the community, invisible when a newcomer asks ChatGPT "authentic Middle-Eastern grocery near El Cajon." The free tool returns a chain supermarket. I deepen the audit, find the business has no real site, build a page that names the actual specialties and prepared foods in readable text, and add GroceryStore and LocalBusiness schema. The day-90 snapshot puts them in two of four model answers.

An auto shop in Fletcher Hills. Decades of repeat business, absent from Perplexity on "honest mechanic near El Cajon." The free tool confirms it. I run a paid engagement: a services-and-specialties page in readable text, AutoRepair schema, and two primary-source directory entries. By day 90 they show in Claude and Perplexity for two of three queries.

A light-manufacturing business near Bostonia. Steady regional accounts, no pull on new ones. Claude skips them on "contract manufacturing near El Cajon." I rewrite the site around real capacity and processes, add Service schema, and land a primary-source profile. The day-60 panel quotes them by name.

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 — or there is barely a site at all — I name that in the report and either build the load-bearing pieces inside scope or quote a separate build. The free tool tells you most of what you need before you ever pay me a dollar.

San Diego is studio headquarters, and El Cajon is reachable inside forty minutes through East County. I can meet in person when that is the right call; 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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