Your next customer is asking ChatGPT "best CNC machine shop near Sarasota" — and getting a shortlist that may not include you. We help Sarasota, Bradenton, and Manatee manufacturers get found by AI assistants, then put AI to work on the floor.
Engineers and buyers used to start on Google. Today they ask ChatGPT, Perplexity, or Google's AI Overview for a shortlist — and the AI answers in one shot, naming a handful of shops. If you're not one of them, the RFQ never reaches your inbox.
This isn't traditional SEO. The machine decides who to cite based on what it can read and trust about you. Most shop websites are invisible to it — and that's a fixable problem.
A short, plain-English report — yours to keep, no obligation. Here's what's in it.
Most shop websites quietly block ChatGPT, Perplexity, and Google's AI crawlers in robots.txt — or hide everything behind JavaScript an AI can't see. If the machine can't read you, it can't recommend you.
We ask the real questions your buyers ask — "precision machining near Sarasota," "marine hardware manufacturer Florida" — and show you, with screenshots, exactly which competitors get named and which capabilities you're missing.
Certifications (AS9100, ISO 13485), materials, tolerances, capacities, industries served — if these live only in a PDF or an image, AI can't cite them. We get your real capabilities into structured, machine-readable text.
Google now answers many searches with an AI summary before any blue links. We check whether you appear in AI Overviews for your categories — and what it takes to be the cited source instead of the competition.
Getting found is the start. The real gains are inside the shop.
The wedge. We make sure that when buyers ask an AI assistant for a shop like yours, you're the one it names — with the certifications and capabilities it can actually read and cite.
RFQs and spec sheets arrive as emailed PDFs and drawings. AI agents read them, extract the requirements, and draft quotes and compliance docs — turning a two-day quoting cycle into an afternoon.
Your best machinist is retiring and 30 years of know-how walks out the door. We build an internal AI that answers questions from your manuals, drawings, and process notes — so that knowledge stays on the floor.
We're based right here in Sarasota and we build real AI systems — the same kind of tooling the big AI labs ship. That means when we audit your AI visibility, we're reading your site the way the machines actually do, and when we automate your quoting or capture your shop's know-how, we're shipping production systems you own. We'd rather walk your floor and show you, in person, than send a slide deck.
Generative Engine Optimization (GEO) is the practice of making your business findable and citable by AI assistants like ChatGPT, Perplexity, Google's AI Overviews, and Gemini. For a manufacturer, it means that when a buyer or engineer asks an AI 'who does precision CNC machining near Sarasota' or 'AS9100 aerospace machine shop in Florida,' your company is named with accurate capabilities — instead of a competitor.
Procurement is shifting. Buyers increasingly ask an AI assistant for a shortlist before they ever open Google or pick up the phone. If the AI can't read your site, doesn't understand your certifications, or simply doesn't know you exist, you're left off the shortlist before the RFQ is even sent. GEO puts you back on it.
Yes. We focus on industrial and hardware businesses across Sarasota, Bradenton, and Manatee County — CNC machining, metal fabrication, marine hardware, medical-device contract manufacturing, custom machine builders, and industrial automation. We speak your language and tailor the work to how your buyers actually search.
We run your website and brand through our AI-visibility tooling and send you a short, plain-English report: whether AI crawlers can access your site, which competitors AI assistants name for your key search terms (with screenshots), whether your certifications and capabilities are machine-readable, and the top fixes that would get you cited. It's yours to keep, with no obligation.
Yes. Sarasota Consulting (Euler's Identity, LLC) is based in Sarasota, Florida, and serves manufacturers throughout the Gulf Coast. We're an AI infrastructure house that has shipped real systems — not a generic marketing agency — and we prefer to do the first audit walkthrough in person.
Free AI-visibility audit. We'll show you exactly which competitors AI names — and how to be the one it cites.