Buyers now research through Google AI Overviews, ChatGPT, Gemini, and Perplexity before they ever book a call. If your business isn't structured to be understood, trusted, cited, and contacted inside AI-assisted research, you're invisible to the buyers who are actively looking for what you offer.
Rich Preisig / Optnx builds AI-search-ready client-acquisition infrastructure — so that when AI systems answer buyer questions about your category, your business appears as a credible, citable, contactable result. Not through tricks. Through structure.
Google AI Overviews
Featured snippets & AI answers
ChatGPT
Conversational search & discovery
Perplexity
AI research & citation engine
Gemini
Google AI ecosystem visibility
These systems cite sources. Be a source worth citing.
AI search visibility means your business is structured so that AI systems — Google AI Overviews, ChatGPT, Gemini, Perplexity, and other LLM-powered search tools — can accurately understand what you do, trust your content enough to cite it, and present you as a relevant answer when buyers research your category.
Unlike traditional SEO, which focuses on ranking for keywords on a search engine results page, AI search visibility focuses on being the source that AI systems reference when they generate answers. This requires entity clarity, structured content, citation-worthy authority, and technical signals that AI crawlers can parse.
Search Engine Optimization
Optimizing for ranking on traditional search engine results pages (SERPs). Focuses on keywords, backlinks, and technical signals for Google, Bing, and other crawler-based search engines.
Generative Engine Optimization
Optimizing for visibility inside AI-generated answers. Focuses on entity clarity, structured content, citation signals, and being the source AI systems reference when synthesizing responses for buyer questions.
Answer Engine Optimization
A subset of GEO focused specifically on being the answer to direct questions. Often conflated with GEO. We treat AEO as a tactic within the broader GEO framework — optimizing FAQ content, answer blocks, and structured data that answer engines extract.
Our position: GEO is not a replacement for SEO. It's an extension. Good SEO fundamentals still matter. But if your content isn't structured for AI comprehension and citation, you'll rank on page one of Google and still be invisible in AI Overviews. Both matter now.
Each engagement is scoped to your business, category, and buyer journey. These are the components we typically deploy — always connected to a credible service page, lead capture, booking, and follow-up infrastructure.
Comprehensive assessment of how AI systems currently perceive your business. Entity gaps, citation deficits, schema issues, content structure weaknesses, and competitive AI visibility benchmarking.
Defining and structuring your business entity so AI systems understand exactly what you do, who you serve, where you operate, and what differentiates you — across schema, content, and authority signals.
Service pages structured for both human decision-making and AI comprehension. Clear entity signals, structured content hierarchy, FAQ integration, and contact/booking connection points.
In-depth content that demonstrates category expertise and provides AI systems with citable source material. Structured for extraction, attribution, and topical authority signals.
Question-answer content formatted so AI answer engines extract it cleanly. FAQPage schema, concise answers, and topical coverage of the questions buyers actually ask in your category.
Implementation of Organization, Service, Article, FAQPage, BreadcrumbList, and entity-linking schema that AI crawlers use to understand and attribute your content correctly.
Strategic internal link structure that signals content relationships to AI crawlers and helps AI systems understand the depth and breadth of your topical authority.
Ensuring your structured content is distributed across the platforms and formats that AI training data and live search systems draw from — so your content exists where AI looks.
The connection between AI visibility and revenue. Contact forms, booking links, and follow-up infrastructure so that when AI surfaces your business, a buyer can act immediately.
Every component connects to client acquisition. Visibility without connection isn't visibility — it's a vanity metric.
Visibility inside AI search results is only valuable if it connects to a credible page, lead capture, booking, and follow-up infrastructure. We don't optimize for visibility alone — we optimize for visibility that converts.
A buyer who finds you through an AI Overview or ChatGPT still needs to: verify you're credible, understand what you offer, contact you easily, book a conversation, and receive follow-up that moves them forward. Every piece of our work connects to that chain.
AI surfaces your business as a credible, citable answer to buyer questions in your category.
Landing pages that validate expertise, authority, and trustworthiness when a buyer clicks through.
Contact forms and lead capture that work — simple, fast, and connected to real follow-up.
Booking links and follow-up systems so a buyer moves from discovery to conversation without friction.
Schedule a confidential conversation about your AI search visibility. We'll assess your current position, identify gaps, and outline what an AI-search-ready client acquisition infrastructure would look like for your business.
Confidential engagement. No obligation. Direct access to Rich Preisig.