SCALER. Don't rank. Get cited.

How to use this glossary

Every term below appears in Scaler's blog and in conversations about AI search visibility. Each entry has three parts: a one-sentence definition, a plain-English explanation, and a practical example applied to a real business type in South Florida.

If you are reading a Scaler article and encounter a term you do not recognize, this glossary is the reference. If you are evaluating whether AEO makes sense for your business and want to understand the vocabulary before that conversation, start here.

AEO — Answer Engine Optimization

Definition: The practice of structuring a business's online presence so that AI tools cite it when someone asks a question related to its service or location.

Answer Engine Optimization is what determines whether your business appears in the answer ChatGPT, Gemini, or Perplexity generates when a buyer asks for a recommendation in your category. It is not the same as SEO, which helps your pages rank in Google's traditional results. AEO works through a different mechanism: Schema Markup on your website, FAQ-format content on your pages, and consistent business information across every source AI engines consult.

Example: A Brazilian accounting firm in Fort Lauderdale implements AEO. Within 6 weeks, when someone asks ChatGPT "Which accountant do you recommend for a Brazilian-owned business in Fort Lauderdale?", the firm appears in the answer. Before AEO implementation, it did not.

In our own experience tracking AEO implementation over 90 days:

AI-referred traffic converted at 13.04%
Paid search converted at 3.15%
Traditional organic SEO converted at 1.26%
Paid social to pipeline converted at 1.6%
AI-referred leads generated pipeline at a 33% rate
1 in every 3 AI-referred conversations resulted in a closed deal

GEO — Generative Engine Optimization

Definition: The strategy of building a brand's presence across the full ecosystem of sources that AI engines consult when generating any kind of answer.

If AEO is about making your content technically citable, GEO is about making your brand impossible for AI engines to ignore. AEO focuses on your own website and content. GEO focuses on everywhere your business appears online: directories, review platforms, local publications, industry citations, and any other structured source. Each consistent mention adds to the authority signal that AI engines use to evaluate how reliably your business can be recommended.

Example: A real estate agent in Boca Raton builds GEO by ensuring her business appears consistently on Google, Yelp, Apple Maps, Bing Places, and three local South Florida real estate publications. When ChatGPT generates answers about real estate agents in Boca Raton, her consistent presence across multiple authoritative sources increases the probability that she gets cited. Brands cited consistently on the web are 1.4x more likely to resurface in AI-generated answers.

SEO — Search Engine Optimization

Definition: The practice of structuring a website and its content so that Google's ranking algorithm surfaces it in traditional search results for relevant queries.

SEO is the foundation that AEO and GEO build on top of, not a replacement for it. SEO helps your pages rank in the list of links Google returns when someone searches. AEO helps your business get cited in the AI-generated answer that appears before that list. Both serve different audiences within the same search ecosystem. A business with strong SEO and no AEO is visible in traditional search results and invisible in AI-generated recommendations. A business with both serves the full search landscape.

Example: A Brazilian hair salon in Pompano Beach invests in SEO and ranks on the first page of Google results for "Brazilian hair salon Pompano Beach." When a buyer searches that term on Google, the salon appears in the list of links. When a different buyer asks Perplexity "Which hair salon specializes in Brazilian treatments near Fort Lauderdale?", the salon does not appear because it has no AEO structure. SEO served the first buyer. AEO would have served the second.

Schema Markup

Definition: Code added to a website that tells AI engines and search engines exactly what a business is, where it operates, and what it offers, in machine-readable format.

Schema Markup is the most important technical component of AEO. Without it, AI engines must infer information about your business from unstructured text. Inference produces uncertainty. Uncertain sources get cited less. With properly implemented Schema Markup, an AI engine reading your website knows immediately: this is an accounting firm, it operates in Fort Lauderdale and Boca Raton, it serves small business owners, it is open Monday through Friday. Schema markup increases citation chances in AI engines by 13%.

Example: A Brazilian attorney in Fort Lauderdale adds LegalService Schema Markup to her website. The Schema identifies her practice areas, her geographic service area, her languages spoken, and her client profile. When someone asks Gemini "Which attorney helps Brazilian immigrants with business visas in Fort Lauderdale?", Gemini reads the Schema and cites her with confidence. Before the Schema was added, Gemini had to guess from unstructured paragraph text and consistently chose better-structured competitors instead.

NAP — Name, Address, Phone

Definition: The three pieces of business identity information that must appear identically across every online platform where a business is listed.

NAP consistency is the trust signal that AI engines use to verify a business's identity before generating a citation. When your business name, address, and phone number match exactly across your website, Google Business Profile, Yelp, Apple Maps, Bing Places, and every relevant directory, AI engines receive a consistent, verifiable identity. When those details differ across platforms, AI engines register uncertainty and reduce citation probability. A business with perfect Schema Markup and inconsistent NAP data loses citation opportunities it should be winning.

Example: A Brazilian restaurant in Fort Lauderdale lists its phone number as (954) 555-0123 on its website, (954) 5550123 on Yelp, and (954) 555 0123 on Apple Maps. To a human reader, these are identical. To an AI engine cross-referencing sources, these are three different data points that do not match. The inconsistency reduces the restaurant's citation reliability score across every platform simultaneously. Correcting all three to the identical format eliminates the problem entirely.

Google Business Profile (GBP)

Definition: Google's free tool that allows businesses to manage how they appear on Google Maps, Google Search, and Gemini-powered AI results.

The GBP is the most important single platform for local business visibility in South Florida. It feeds Google Maps rankings, Google local search results, and Gemini citations simultaneously. Gemini has direct access to GBP data, which means a complete, optimized GBP is the highest-leverage local AI citation investment available to any small business. A GBP-only presence without a website and Schema Markup behind it is sufficient for Google Maps visibility but insufficient for full AI citation across ChatGPT, Perplexity, and Claude.

Example: A Brazilian accountant in Boca Raton completes every field in his GBP: services listed individually with descriptions, business description naming specific services and client types, hours confirmed, attributes selected, photos uploaded. When someone uses Gemini to search for an accountant in Boca Raton, his complete GBP data feeds Gemini's citation logic directly. His competitor with a partially completed GBP loses that citation opportunity despite having more Google reviews.

Google AI Overview

Definition: The AI-generated answer block that appears at the top of certain Google search results pages, above traditional organic links.

Google AI Overviews are powered by Gemini and are currently active in approximately 25% of all Google searches. When a buyer searches a query that triggers an AI Overview, they receive a synthesized answer at the top of the page that cites specific sources and businesses. Many users read the AI Overview and do not scroll to the traditional results below it. A business cited in a Google AI Overview captures attention before any traditional SEO ranking. A business not cited in the AI Overview is invisible to those users regardless of its organic ranking position.

Example: A buyer in Fort Lauderdale searches "best Brazilian restaurant near me" on Google. A Google AI Overview appears at the top of the results, recommending three Brazilian restaurants in the Fort Lauderdale area with brief descriptions of each. The restaurants in that Overview were chosen by Gemini based on GBP completeness, review volume and specificity, and Schema Markup on their websites. The restaurants not in the Overview appear in the traditional results below, which the buyer does not scroll to.

Citation

Definition: The act of an AI engine naming and recommending a specific business in response to a user's question.

A citation is the outcome that AEO and GEO work toward. When ChatGPT says "I recommend Brickell Tax and Accounting in Fort Lauderdale for Brazilian-owned businesses" in response to a query, that is a citation. Citations function as AI-generated referrals: the buyer receives a specific recommendation from a platform they trust, with enough context to act on it immediately. AI-referred leads arrive with purchase intent already formed, which is why citation conversion rates are significantly higher than traditional organic search conversion rates.

Example: A buyer in South Florida asks Perplexity "Which digital marketing agency specializes in AEO for Brazilian businesses in Florida?" Perplexity generates an answer that cites Scaler by name, describes what it does, and provides its location. That citation is worth more than a first-page Google ranking for the same query because the buyer receives a recommendation, not a list of options to evaluate.

Topical Authority

Definition: The degree to which an AI engine or search engine recognizes a website as a reliable, expert source on a specific subject.

Topical authority is built by publishing consistent, structured, high-quality content on a defined subject over time. A business that publishes 15 well-structured articles about AEO for local businesses in South Florida builds more topical authority on that subject than a business that publishes one article per quarter on a rotating range of marketing topics. AI engines and search engines both weight topical authority when deciding which sources to cite or rank for subject-specific queries. Brands cited consistently on the web are 1.4x more likely to resurface in AI-generated answers, and consistent topical publishing is one of the primary drivers of that citation frequency.

Example: Scaler publishes a series of articles covering AEO, GEO, SEO, Schema Markup, Google Business Profile optimization, and AI citation strategy for South Florida businesses. Over 6 months, ChatGPT and Perplexity begin recognizing Scaler as a topical authority on AEO for local businesses in South Florida. When buyers ask those platforms about AEO agencies in the region, Scaler appears in the answer because its topical authority on the subject is documented and consistent across many structured sources.

FAQ Content

Definition: Website content structured as explicit questions followed by direct answers, formatted in a way that AI engines can extract and cite independently.

FAQ content is the highest-value content format for AEO citation. AI engines are trained to extract direct answers to direct questions. A page that asks "Do you serve clients who are not US citizens?" and answers "Yes, we specialize in tax preparation for Brazilian entrepreneurs and other foreign nationals operating businesses in Florida" is a citable source for every query that includes non-citizen business owners as a criterion. A page that addresses the same topic in a general paragraph about company values is not extractable in the same way. Structured pages are 23% more likely to appear in multi-intent queries.

Example: A Brazilian hair salon in Fort Lauderdale adds a FAQ section to its website with 10 questions its clients ask most frequently: "Do you specialize in Brazilian blowouts?", "Do you have stylists who speak Portuguese?", "What is your policy for chemically treated hair?" Each question is answered directly in two to four sentences with specific service names and location references. Within 6 weeks of publishing, Gemini begins citing the salon in response to queries about Brazilian hair treatments in Fort Lauderdale because the FAQ content gives it extractable, verifiable answers to match against those queries.

Frequently Asked Questions

What is the difference between AEO and SEO in plain English?

SEO helps your website show up in Google's list of search results when someone searches a relevant term. AEO helps your business get named in the AI-generated answer that appears before that list, or in platforms like ChatGPT and Perplexity that never show a list at all. SEO works through ranking signals: backlinks, keyword relevance, page authority. AEO works through citation signals: Schema Markup, FAQ content, NAP consistency. Both are necessary in 2026. They serve different parts of the search audience.

What does Schema Markup look like and where does it go?

Schema Markup is a block of structured code added to the backend of a website, in the HTML of the page. It is not visible to human visitors. It is readable by AI engines and search engine crawlers. The most common type for local businesses is LocalBusiness Schema, which identifies the business type, name, address, phone number, hours, service area, and services offered. Most website platforms support Schema Markup through plugins or direct code implementation. Without it, AI engines rely on unstructured text to infer the same information, which produces uncertainty and reduces citation probability.

How many terms do I need to understand before working with an AEO agency?

The eight terms in this glossary cover the vocabulary of 90% of AEO conversations. AEO, GEO, SEO, Schema Markup, NAP, GBP, Google AI Overview, and citation are the concepts that appear in every strategy discussion, every diagnostic, and every deliverable. FAQ content and topical authority add depth but are not prerequisites for starting. If you understand what AEO is, why Schema Markup matters, and what NAP consistency means, you have enough vocabulary to evaluate an AEO proposal and ask the right questions.

Is AEO the same as local SEO?

No, though they overlap significantly. Local SEO focuses on ranking in Google's traditional results for location-based queries: appearing in the map pack, ranking for "accountant Fort Lauderdale," and building Google review volume. AEO focuses on being cited in AI-generated answers when someone asks a question that includes a location. Both require a complete GBP, consistent NAP data, and a structured website. AEO adds Schema Markup and FAQ content as requirements that local SEO does not prioritize. A complete strategy in 2026 builds both layers simultaneously.

The vocabulary of AI search visibility is not complicated. Eight terms cover the foundation. The businesses in Fort Lauderdale and Boca Raton that understand these terms make better decisions about where to invest, what to build first, and what results to expect. That understanding is the starting point for everything else.

Ready to apply this vocabulary to your specific business situation? Schedule a free diagnostic with Scaler and we will map exactly where your business stands on every dimension in this glossary. Schedule here