ORBT Labs
AI-citation audit · Solana Beach, CA

AI-citation audit in Solana Beach.

Pull a snapshot of what ChatGPT, Claude, and Perplexity say about your Solana Beach business right now. Free as a 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

Cedros foot traffic is one thing. What the AI says is another.

Solana Beach runs on discovery. Someone finds the Cedros Design District by walking it, or they find a wellness studio, a boutique, or a surf-adjacent shop by asking an AI where to go. The second path is the one nobody here is watching. A visitor types "best independent home-goods shops near Solana Beach" into ChatGPT, and the model either names your storefront or it hands the recommendation to the place two doors down. You never see the lost referral. It just doesn't show up.

The audit makes that visible. I run the prompts a real shopper or client would use, across every model that matters, and give you a plain snapshot: where you get cited, where a competitor gets the nod instead, and where the whole category is wide open. For a town of thirteen thousand built on boutique retail and creative services, being legible to the models is the difference between a steady week and a quiet one.

A note on scope. My sister studio XALA handles AI-citation work for clinics, dental practices, and real-estate brokerages — those have their own playbooks and I will hand you off if you are one of them. Boutique retail, design-district makers, wellness studios, creative shops, and restaurants 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 Solana Beach 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 design-district furniture maker on Cedros. Known to anyone who walks the street, unknown to anyone who asks an AI. The free tool shows ChatGPT skips them entirely on "custom furniture near Solana Beach." I deepen the audit, find the site is one slow image gallery with no readable text, ship a real product page with the materials and lead times spelled out, and add LocalBusiness schema. The day-90 snapshot puts them in two of four model answers.

A wellness studio off Highway 101. Loyal local roster, no pull on newcomers. Perplexity returns a chain instead when someone asks "boutique movement studio near Solana Beach." The free tool confirms the silence. I run a paid engagement: a class-and-modality page written in plain terms the crawlers can lift, Service schema per offering, and two primary-source directory entries. By day 90 they show in Claude and Perplexity for two of three queries.

A creative-services shop in Eden Gardens. A small studio doing brand and photo work, invisible when a regional client asks Claude "who does boutique branding near Solana Beach." I rewrite the about page around named capabilities and real client types, add one indexable page per service, and seed a primary-source profile. Day-60 panel names the studio 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 ads. If the site has structural issues that lock AI crawlers out, I name them in the report and either fix the load-bearing pieces inside scope or quote a separate rebuild. The free tool will tell you most of what you need before you ever pay me — that is the point of leaving it open on the site.

San Diego is studio headquarters, and Solana Beach is well inside forty minutes up the coast. I can meet in person in the Cedros district or Eden Gardens; most work runs remote, but the first conversation can happen 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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