Optimization Services
AI Search Optimization
AI Search Optimization gets your business discovered, referenced, and recommended by AI systems like ChatGPT, Perplexity, and Google’s AI Overviews, the tools a growing share of buyers now use instead of traditional search. Also called Generative Engine Optimization (GEO), this is the work of structuring your website and content so AI systems can read it, trust it, and cite it when answering questions in your industry. City of Oaks Marketing builds the technical foundation, content structure, and authority signals that make your business the source AI points to.
Why AI Optimization Matters Now
When your buyers ask an AI assistant a question about your industry, they get a direct answer, not ten blue links. If your business is the source being cited, you’ve won the moment. If it’s a competitor, you’re invisible. This shift is already underway: a meaningful and growing portion of B2B research now starts with an AI query before a traditional search ever happens, and SparkToro found that 68% of US Google searches ended without a click in early 2026.
The companies being cited by AI systems today are establishing a position that compounds. AI tools learn which sources are authoritative and keep returning to them. Getting structured into that set of trusted sources early is a durable advantage. The traffic that does arrive is also better qualified: Ahrefs reported that AI search drove 0.5% of its visits but 12.1% of its signups.
GEO, AEO, LLM SEO: What the Terms Mean
You will see this work sold under several names. Generative engine optimization (GEO) is the broadest: earning a place in answers generated by ChatGPT, Perplexity, Google AI Mode and AI Overviews. Answer engine optimization (AEO) is narrower and focuses on being the direct answer to a specific question, whether in a featured snippet, a voice assistant, or an AI Overview. LLM SEO emphasizes the mechanics of how large language models retrieve, weigh, and attribute sources.
In practice they are one discipline. A site that states clearly who it is, answers real questions directly, backs claims with evidence, and is technically easy to crawl serves all three. We use “AI search optimization” because it describes the outcome you are buying: being found and cited when a buyer asks an AI system a question you should be the answer to.
What AI Optimization Includes
Structured Data & Schema Markup
AI systems rely on structured signals to understand who you are and why you’re credible. We implement Organization, Service, FAQ, Article, and DefinedTerm schema across your site so AI systems can parse and cite your content accurately. This builds on our technical SEO services.
Answer-First Content Structure
AI systems favor content that answers questions directly and early. We audit and restructure your key pages to lead with the answer, support it with context, and close with proof: the format most likely to be extracted and cited.
llms.txt Implementation
We author and maintain your llms.txt file, a structured document that tells AI agents how to navigate your site, what content is authoritative, and how to represent your business accurately. It’s the equivalent of robots.txt for AI. Read our llms.txt guide.
Technical AI-Readiness
Clean HTML, fast load times, and semantic structure aren’t just SEO factors; they determine whether AI systems can read your content at all. A slow, messy site is as invisible to AI crawlers as it is unappealing to users. We fix the technical barriers, drawing on our page speed optimization work.
Citation & Authority Building
AI systems cross-reference multiple sources before recommending one. We build the consistent, credible signal (content, mentions, reviews, and authoritative references across the web) that establishes your brand as a source worth citing.
AI Visibility Monitoring
We run your brand and key topics through structured prompt testing across ChatGPT, Perplexity, Google AI Overviews, and Claude, documenting where you’re cited, where you’re absent, and how visibility changes over time.
What Actually Gets a Business Cited
The research and our own monitoring point to the same handful of factors, and none of them are tricks.
The passage, not the page, is the unit of competition. AI systems retrieve chunks of text. A page can rank first in Google and contribute nothing to an AI answer if no single paragraph cleanly answers the question. We rewrite key sections so each one can stand alone as a quotable answer.
Entity clarity beats keyword density. Models need to know who is speaking. A site that states plainly what the business is, where it is, who runs it, and what it does, consistently on every page and reinforced with Organization and Person schema, gets named. A site that leaves the model to guess does not.
Specificity is a citation magnet. The Princeton and Georgia Tech GEO study found that adding statistics, quotations, and source citations increased visibility in generative answers by roughly 30 to 40%. Vague benefit language gives a model nothing to use; numbers, named methods, and concrete examples do.
Consistency is a trust signal. If your homepage, About page, Google Business Profile, and LinkedIn describe you differently, a model retrieving all four lowers its confidence in each. We align them.
Crawlability decides everything upstream. Server-rendered HTML, clean heading hierarchy, and robots directives that admit GPTBot, PerplexityBot, ClaudeBot, and Google-Extended determine whether your content is retrievable at all. Content that only appears after JavaScript runs is frequently invisible to AI crawlers.
Our AI Optimization Process
AI visibility audit
We start with an AI visibility audit: testing your brand, services, and topics across the major AI platforms to document what's being said and who's being cited.
Gap Analysis
Then a gap analysis identifies which pages need restructuring and which technical barriers block AI access.
Implement improvements
We implement the schema, content updates, llms.txt, and speed fixes.
Build authority
We build authority through external citation signals: reviews, profiles, mentions, and references that corroborate what your site says.
Monitor
And we monitor continuously because AI search is moving fast and strategy has to keep pace.
AI Optimization, Backed by Real Engineering
What makes our AI optimization different is that we’re a custom WordPress development agency. The technical foundation AI systems require (clean code, speed, structured data) is something we build directly, not something we recommend and leave you to implement. When we say a site needs to be faster and more structured to get cited, we’re the team that makes it so.
The TBG Homes case study shows what that looks like in practice: schema implemented at the code level, entity-consistent content, FAQ-rich pages formatted for direct answers, and semantic HTML throughout, followed by 200% organic growth and appearances in AI Overviews within five months.
Who This Is For, and What You Get
AI search optimization pays off fastest for businesses whose buyers research before they call: B2B technology and SaaS, professional services, healthcare and financial services, and local service businesses competing for “best [service] near me” recommendations. If your customers ask questions before they choose, this is for you.
A baseline you can see
An AI visibility audit that records, prompt by prompt, whether ChatGPT, Perplexity, Claude, and Google name you, describe you accurately, and cite your site, before any work begins.
Changes shipped, not recommended
Schema, content restructuring, llms.txt, and technical fixes implemented on your site by the developers who build it, with every change documented.
Plain-English reporting
Monthly reporting on citation rate, accuracy, referral traffic from AI domains, and conversions from those sessions, written so an owner can read it in five minutes.
Ongoing monitoring when you want it
Our AI Visibility Plans keep the prompt testing and corrections running month to month, so a wrong answer about your business gets caught and fixed.
Frequently Asked Questions
What is Generative Engine Optimization (GEO)?
GEO is the practice of optimizing your website and online presence so AI systems like ChatGPT, Perplexity, Google AI Overviews, and Claude select your content as a source when generating answers. It’s the AI-era counterpart to traditional SEO.
How is AI optimization different from regular SEO?
They overlap but aren’t identical. Traditional SEO optimizes for Google’s ranking algorithm; AI optimization focuses on how language models read, parse, and cite content — which requires different structural and formatting choices. We treat them as complementary.
How do you measure AI optimization results?
Through structured prompt testing — querying AI systems with your target topics and tracking how often and how accurately you’re cited — alongside traditional analytics and any referral data from AI platforms.
How long until I see AI optimization results?
Many clients see improved AI citation rates within 60–90 days. Content and schema changes often propagate to AI systems faster than they affect Google’s traditional index.
Ready to Get Cited by AI?
Let’s run your brand through the major AI platforms and show you where you stand today. Book a discovery call for an honest AI visibility assessment.