ORBT Labs
AI-citation audit · Garden Grove, CA

AI-citation audit in Garden Grove.

Get a clear snapshot of what ChatGPT, Claude, and Perplexity say about your Garden Grove 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

Garden Grove buyers ask AI first. The model answers with someone.

Garden Grove is a big, mixed town — the Korean-American business cluster, the tourism strip near the convention district, family retail, food service, and a manufacturing base that often does quiet B2B work. The common thread is that the first move for a new customer has shifted. A visitor planning a stay, a diner picking a restaurant, a buyer sourcing a supplier — each increasingly starts with an AI model, and the model returns the handful of businesses it can actually verify.

The audit tells you whether you are in that handful. I run the prompts a real buyer would type, against every model that matters, and hand back a plain snapshot: where you get cited, where a competitor gets cited in your place, and where the category has an opening nobody has taken. Whether you sell to consumers or to other businesses, being absent from the AI answer is demand you never knew you lost.

One disclosure. ORBT Labs is one person, San Diego-based. My sister studio XALA covers clinics, dental, and real estate — if that is your field, I will route you there. Restaurants and food service, tourism and hospitality, family retail, manufacturing, and the Korean-American business base in Garden Grove 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 Garden Grove 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 Korean restaurant near the historic downtown. Strong reputation in the community, invisible to Perplexity for "best Korean food in Garden Grove." The owner runs the free tool and gets competitors back, not them. I do a paid engagement: a menu rewrite naming dishes in the terms diners actually search, Restaurant schema with accurate hours, and two independent food-guide listings. By day 60 the models recommend the restaurant by name.

A hospitality operator near the convention and tourism strip. Depends on out-of-town bookings, described by every model in vague terms that quote an aggregator instead of the business. The free tool confirms it. We rewrite the key pages to lead with verifiable amenities and capacity, add Event and LocalBusiness schema, and earn two real travel-guide mentions. The day-90 panel has Claude naming the property directly.

A small manufacturer doing regional B2B work. Solid client list, no presence when a buyer asks ChatGPT for a supplier near Garden Grove. We rewrite the capability pages to name processes and materials a model can lift, ship Organization and Service schema, and seed one trade-directory listing. Day-90 snapshot puts them in the answer set for their core sourcing 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 entirely, 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. Garden Grove is roughly two hours up the freeway, so the work runs mostly remote, with the first conversation by call or in person if it earns its place. The audit is the same either way.

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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