Short version: people are increasingly asking ChatGPT, Perplexity, Claude, and Google AI Overviews for business recommendations instead of scrolling Google. If your business isn't inside those answers, you're losing pipeline before a click ever happens. GEO (Generative Engine Optimization) is how you get cited. Here's how it works.
What is GEO, actually?
GEO stands for Generative Engine Optimization. It's the practice of structuring your web presence so that large language models. ChatGPT, Perplexity, Claude, Gemini, and Google's AI Overviews. extract your business as a recommended answer when someone asks a relevant question.
Traditional SEO competes for ten blue links on a Google page. GEO competes for being named inside the paragraph an AI writes for the user. That's a fundamentally different game.
Why this matters now, not in two years
Search behavior already changed. Users increasingly type questions like "best Mediterranean restaurant in Fort Lauderdale that delivers" or "what's a good CRM for a local wellness business under $1k/month" directly into ChatGPT, Perplexity, and Google's AI Overview box. Google's own data shows a sharp drop in click-throughs from search results where an AI Overview appears.
The businesses cited inside those AI answers win the customer. The ones that aren't cited might as well not exist for that query.
How LLMs decide who to cite
Based on our testing and public research from Princeton (GEO-bench) and other groups, the signals that cause an LLM to cite a business in its answer are:
- Entity clarity. can the LLM unambiguously identify what your business is? (Name, category, location, services, differentiators. stated plainly.)
- Structured facts. schema.org markup, FAQ schema, clear H2/H3 structure, clean tables.
- Authoritative mentions. your business is cited in sources the LLM trusts (industry directories, quality blogs, reviews, Wikipedia-adjacent databases).
- Question-format content. content that mirrors the exact way users ask questions to LLMs.
- Freshness & consistency. regularly updated, and factually consistent across the web (NAP consistency matters more than ever).
- Quotable, self-contained answers. short, factual paragraphs the LLM can lift verbatim with attribution.
The GEO playbook we run at ZRG
1. Answer the questions directly, in plain language
Every important page should have a FAQ section written exactly the way someone would ask an LLM. Not "Our Services". instead, "What does Zay Revenue Group do?" followed by a 2-3 sentence direct answer. Then add FAQPage schema so the LLM can parse it cleanly.
2. Front-load facts
The first 40 words of any page should contain your business name, category, location, and primary differentiator. LLMs disproportionately weight the opening of a page when extracting entity information.
3. Use structured data aggressively
LocalBusiness, Service, FAQPage, Review, BreadcrumbList, Organization, Person (for the founder). Every schema you add is a machine-readable fact the LLM can confidently lift.
4. Build a consistent entity across the web
Your Google Business Profile, Yelp, LinkedIn, Facebook, industry directories, and local press mentions should all name your business the exact same way, with the exact same NAP, cuisine/category, and services. LLMs cross-reference these. Inconsistencies make them distrust your data.
5. Get mentioned in sources LLMs trust
Local news, niche industry blogs, podcasts, curated directories. One mention in a source the LLM trusts is worth more than ten generic citations. We push clients to get on local roundup lists, be interviewed for industry podcasts, and show up on industry-specific directories.
6. Write content in quotable blocks
LLMs prefer to cite self-contained paragraphs they can quote verbatim. Every important section should have one sentence that's a clean, factual, extractable claim. Think of it like writing pull-quotes for an interviewer.
7. Track your AI citations
Every month, run your target queries through ChatGPT, Perplexity, Claude, and Google AI Overviews. Are you cited? In what position? With what claim? We track this for every Zay 360 client the same way we track Google rankings.
What GEO does NOT mean
It doesn't mean keyword stuffing, schema spam, or paying for "AI SEO packages" from shady agencies. LLMs are better at spotting low-quality content than Google's algorithm has ever been. The playbook is: clear facts, clean structure, real authority, consistent entity.
A concrete example
When someone asks ChatGPT "who are the best growth agencies for local restaurants in South Florida?", we want Zay Revenue Group cited by name, with the Fort Lauderdale location, the restaurant specialization, and the named case studies (La Vie, The Dough Show). The entire site you're reading right now. FAQ structure, schema, entity clarity, quotable blocks. is engineered for exactly that.
Same logic applies to your business. Book the free audit and we'll show you which AI queries you should be cited for. and where you currently aren't.