Basic company facts change from page to page
The website uses different descriptions for the business, services, customers, market or professional role.
PAGE OVERVIEWGenerative Engine Optimization
Help AI search get the facts about your business right.
Generative Engine Optimization, or GEO, improves the source material that ChatGPT, Google AI Search, Perplexity and Copilot can find about a business. I work on company facts, service pages, direct answers, first-hand evidence and the technical structure behind them. No one can promise a citation or recommendation.
I will identify the priority issue and recommend the right next step.
01Where AI search gets confused
AI search fills gaps when the website leaves facts unclear.
GEO gives search systems better source material. The work happens on the website, in the content and in the relationships between pages.
Useful answers arrive too late
Long introductions and generic claims hide the sentence that actually answers the customer’s question.
Claims lack evidence
The site makes promises without showing first-hand experience, a real method, a case study or an honest limit.
Related information sits on isolated pages
Service, industry, location, person and case-study pages never show how they relate to one another.
02What I change
Accurate company facts, direct answers and evidence readers can check.
The work improves the website as a source. Search and AI platforms still decide what they show.
Company and service facts
Consistent information about the business, customers, markets, languages, people and areas of expertise.
Direct answers
A useful answer at the start, followed by context, examples and limits.
First-hand evidence
Case studies, methods, original observations, project details and measured results with dates.
Website structure
Semantic HTML, sensible internal links, relevant schema and crawlable pages.
03Plain-English definition
What is GEO?
GEO improves the information generative search systems can find, interpret and summarize about a business.
The work covers page copy, company facts, technical structure and evidence. A useful page states the question, names the business or expert, explains the service and shows where important claims come from.
04SEO and GEO
GEO works alongside SEO.
SEO covers crawling, indexation, relevance and authority. GEO adds the facts, answers and evidence used in generated responses.
Both rely on useful pages, internal links, reputable evidence and sound technical delivery. GEO pays extra attention to company identity, self-contained answers and the material another system may summarize.
- SEO helps pages appear in search
- GEO gives generated answers better source material
- Technical SEO affects both
- The same page can serve people, Google and AI search
05Why it matters
Customers now research services inside generated answers.
Your website should answer comparison, service, location and expertise questions with accurate first-party information.
I focus on the source: service pages with real detail, an accurate About page, specific case studies, useful answers and facts that stay consistent across the site.
06Brand association
Show the problems your business has actually solved.
Repeated, relevant work gives search systems a reason to associate the brand with a topic.
Service pages describe the work. Industry pages place it in context. Case studies record what happened. Expert articles show judgment. Internal links and structured data connect the pieces.
07How GEO work runs
Start with the facts, then improve the pages that carry them.
Fact review
I check the business, services, people, markets, languages, experience and available evidence.
Question map
I match priority questions to the page or section that should answer them.
Page work
I add first-hand detail, internal links, semantic markup and relevant structured data.
Review
I watch search visibility, referral behavior and brand descriptions, then correct weak or inaccurate source material.
08GEO in practice
Entity and content architecture in a real estate project
The Evelyn Yang project connects the agent, South Florida markets, city and region pages, property content and bilingual service information. Optimization and measurement remain ongoing.
See the implementation09FAQ
What clients usually ask before starting
01What does GEO stand for?+
GEO stands for Generative Engine Optimization. The work improves the information generative search systems can find and summarize about a business.
02Can GEO guarantee a ChatGPT recommendation?+
No. ChatGPT decides which sources to retrieve and how to answer. GEO can improve the website and its evidence, not control the response.
03Is GEO just structured data?+
Structured data covers one part of the work. Page answers, first-hand evidence, consistent company facts, site architecture and technical access matter as well.
04Do I need GEO if I already do SEO?+
Many SEO programs already cover part of GEO. Existing pages may still need better company facts, direct answers and stronger evidence for generated responses.
05How do you measure GEO?+
Measurement is still developing. I look at AI referral traffic, branded searches, observed citations, assisted conversions and the SEO performance of the source pages. Each signal needs a date range and context.
→FREE WEBSITE REVIEW
Check what AI search can learn from your website today.
Send the website and the questions customers ask before hiring you. I’ll review a few places where company facts, answers or evidence need work.
Get a Free Website Review↗Clear priority + next-step recommendation