Page One Is No Longer the Same as Being Recommended

SEO earns a ranking. AEO earns the answer. GEO earns your company's name inside an AI-written reply. What each one means for a midsize company, and how to measure all three.

Your buyers start their research long before they reach your sales team, and a growing share of them start by asking an AI assistant. An operations director looking for a logistics partner, a plant manager comparing ERP consultants, a CFO vetting an outsourced finance firm: each gets a written answer that names two or three companies. If yours is not one of them, nothing in your reporting will show it.

Proxigee Services is an AI advisory firm in the Pittsburgh area that helps small and midsize companies put AI to work, including how AI search engines describe them to buyers. Here is a plain explanation of the three terms vendors use for this, SEO, AEO, and GEO, and how a midsize company should measure each one.

What are SEO, AEO, and GEO?

SEO, AEO, and GEO are three ways your company can show up when a buyer searches, and each one is won and measured differently. SEO (search engine optimization) earns a ranking in the list of results. AEO (answer engine optimization) earns the direct answer: a featured snippet, a voice answer, or a passage quoted inside an AI response. GEO (generative engine optimization) earns your company's name inside an answer written by ChatGPT, Perplexity, Gemini, Copilot, or Google's AI Overviews.

The term GEO comes from a 2023 research paper by a team that included Princeton researchers, accepted to the KDD conference in 2024. It found that changes to how content is written, such as adding sources, quotations, and statistics, raised visibility in generated answers by up to 40%, with results varying by topic.²

Swipe sideways to see all three.

Question	SEO	AEO	GEO
What you win	A position in the results list	The quoted answer to one question	Your company named in an AI-written answer
Where buyers see it	Google and Bing results	Featured snippets, voice answers, passages inside AI answers	ChatGPT, Perplexity, Gemini, Copilot, Google AI Overviews
What decides it	Relevance, links, page quality	A clear, quotable answer and clean page structure	How consistently trusted sources describe your company
How to measure it	Rankings and clicks in Search Console	Whether your passage is the one the engine uses	Mention and citation rate on a fixed set of buyer questions

AEO and GEO often happen inside the same AI answer. One is your words being used. The other is your name being said.

How does an AI engine decide which companies to name?

An AI engine searches on the buyer's behalf, filters what it finds for relevance and trust, and then writes an answer that credits some sources and leaves others out. Many engines first split the question into several searches of their own, a step often called query fan-out. A question about the best logistics partners in western Pennsylvania can become separate searches for reviews, pricing, cold-chain capability, and service areas. In our experience, pages that answer those sub-questions directly are more likely to be pulled in.

Each engine also gathers sources its own way. Some crawl the web themselves and some draw on a search index licensed from another company, so a company can appear in Google's AI Overview and be absent from ChatGPT for the same question.

When the engine writes its answer, your company lands in one of three places. Source: your page fed the answer, but your name is not in it. Mention: your company is named in the answer. Citation: your company is named and linked, so the buyer can click straight through. Only the last two put you in front of the buyer.

Does ranking on page one still matter?

Yes. A strong ranking still helps an engine find your page and put it on the shortlist, but the engine decides who gets named when it writes the answer. Ahrefs found in March 2026 that only 38% of the pages cited in Google AI Overviews also rank in the top 10 for the same search, down from about 76% in its July 2025 study.¹ A strong ranking report and a weak presence in AI answers can exist at the same time.

Why don't standard marketing reports show this?

Standard reports count visits and clicks, and an AI answer that names a competitor produces neither. Search Console reports rankings and analytics reports traffic. A click from a ChatGPT answer can appear as referral traffic, but a recommendation you never received leaves no record anywhere.

The numbers can also move in opposite directions. An engine can use your content without sending a visitor, so site traffic can dip in the same quarter your visibility in AI answers improves.

How should a midsize company measure all three?

Measure each one on its own scoreboard, against the same buyer questions every month.

SEO: rankings and clicks on the terms buyers use, from Search Console. AEO: whether your page supplies the snippet or the quoted passage for your core questions. GEO: a locked set of 20 to 30 buyer questions, run across ChatGPT, Google AI Overviews and AI Mode, Perplexity, Gemini, and Copilot, scored for whether you are mentioned, whether you are cited, and how often each named competitor appears instead.

Split the question set between category questions, such as which ERP consultants serve food manufacturers, and brand questions, such as whether your company fits a 300-person manufacturer. Category questions show whether you are in the running. Brand questions show whether what the engines say about you is accurate. Keep the set fixed so month-over-month changes are real.

Where should a midsize company start?

Start with the record the engines read most: how consistently the web describes your company.

Make your company description match everywhere. Your website, Google Business Profile, LinkedIn, industry directories, and review sites should carry the same name, the same services, and the same locations.

Give each service and each location its own page, opening with a direct answer to the question a buyer would ask about it.

Check crawler access. Some security and content delivery settings block AI crawlers by default, so decide which ones you want reading your site and allow them. It is the same kind of plain decision as the goals and guardrails that start any AI effort, and it deserves one clear owner.

Build third-party proof: reviews, case studies, industry directory listings, and articles where others describe your work. Engines weigh what others say about you alongside what you say about yourself.

Add structured data, such as Organization, Service, and FAQPage schema, so machines can read what your pages already tell people.

Run the same question set every month and track the trend.

Proxigee Services has worked with companies like PRL International to put these steps into practice, giving their web and social activity greater reach.

Most companies we talk to have never seen how the AI engines describe them to a buyer. If you want to know where yours stands and what would move it, we can walk through it together.