GLOSSARY // PLAIN DEFINITIONS

The glossary: SEO, AEO, GEO, and the terms around them.

SEO is the work of ranking in Google's classic results. AEO is the work of being selected as the direct answer in snippets and voice results. GEO is the work of being cited and recommended inside AI-written answers. This glossary defines those three and the terms around them, in plain words, one term per section.

SEO (search engine optimization)

SEO (search engine optimization) is the work of making a website rank in the classic, unpaid results of search engines such as Google. It covers technical health, page structure, content that matches what searchers want, and authority earned from other sites. Classic results still send most commercial clicks, which is why SEO remains the base layer.

SEO, AEO, and GEO share foundations but measure different outcomes. The SEO program for high-ticket businesses describes how WynterIX runs it.

AEO (answer engine optimization)

AEO (answer engine optimization) is the work of making a page the selected answer to a question, rather than one result among many. Its targets are featured snippets, People Also Ask boxes, voice assistant replies, and the extracted citations inside AI Overviews. The core technique is a direct answer in the first 40 to 60 words under a question-shaped heading.

SEO competes for position; AEO competes for selection. The answer engine optimization service describes the page pattern behind it.

GEO (generative engine optimization)

GEO (generative engine optimization) is the work of getting a business cited, named, and recommended inside answers written by AI systems. Those systems include Google AI Overviews and AI Mode, ChatGPT, Perplexity, Gemini, Claude, and Copilot. GEO relies on entity clarity, consistent facts, original information, and corroboration from sources the engines already trust.

AEO wins extracted answers; GEO wins generated ones. The comparison of SEO, AEO, and GEO sets the three side by side, and the generative engine optimization program describes the work.

AI Overview

An AI Overview is an AI-generated summary that Google displays above or among its standard search results for some queries. It answers the query in a few sentences or a short list and links to the web pages it drew from. Being one of those linked sources is a primary goal of AEO and GEO work.

Whether an AI Overview appears varies by query. When one does, it changes which pages receive the click, even if the classic rankings below it do not move.

AI Mode

AI Mode is a conversational search experience inside Google Search, where the whole result is an AI-written answer rather than a list of links. Users can ask follow-up questions in the same thread. To build its answers, it runs many related searches behind the scenes and cites the pages it draws on.

Google calls that behind-the-scenes searching query fan-out. Pages that clearly answer the sub-questions of a topic have more chances to be cited.

Answer engine

An answer engine is any system that responds to a question with a direct answer instead of, or ahead of, a list of links. Featured snippets, voice assistants, and AI chat tools all act as answer engines. The shift matters because the user often gets what they need without visiting any website at all.

AEO is the discipline aimed at these systems. What separates an answer engine from a generative engine is how the answer is produced: extracted from a page, or composed.

Generative engine

A generative engine is an AI system that writes a new answer in its own words, drawing on its training data, live search results, or both. ChatGPT, Perplexity, Gemini, Claude, Copilot, Google AI Overviews, and AI Mode all work this way. Unlike an extracted answer, the text is composed rather than quoted from one page.

GEO is the discipline aimed at these systems. Because the answer is composed, what matters is whether the engine trusts a source enough to use it and name it.

Citation

In AI search, a citation is a link or source reference that an AI answer displays to show where its information came from. A cited page is credited as evidence and often receives the click when a reader wants more. Citations are the most direct, measurable sign that an AI engine trusts a source.

In local SEO the word has an older meaning: a listing of a business's name, address, and phone number on a directory or other site. Both kinds depend on consistent facts.

Citation rate

Citation rate is the percentage of tracked AI prompts in which an engine's answer links to or credits a given website as a source. It is measured against a fixed panel of questions, checked on a regular schedule, so that changes over time reflect real movement rather than a change in the questions asked.

WynterIX reports citation rate monthly from a fixed prompt panel, with the raw answers attached. The results page explains how each measure is defined.

Mention rate

Mention rate is the percentage of tracked AI prompts in which an engine's answer names a given brand, whether or not it links to that brand's website. It captures recommendations that citation rate misses, because AI answers often name businesses without linking to them. It is measured against the same fixed prompt panel.

A brand can have a high mention rate and a low citation rate, or the reverse. Tracking both shows whether the engines know the business, trust its website, or both.

Share of voice (AI)

Share of voice in AI search is a brand's portion of all brand mentions or citations across a fixed set of prompts for its category. When AI answers about a category name several businesses, share of voice shows how often yours appears relative to the others. It is a competitive measure, not an absolute one.

It is most useful when tracked over months against the same competitors and the same questions. It is one of the core metrics in a GEO program.

Entity

An entity is a distinct, identifiable thing, such as a business, person, place, product, or concept, that search engines and AI models recognize as one object with known attributes. Google and AI systems reason about entities, not only keywords. A business that is a clear entity is easier to rank, quote, and recommend.

Entity clarity comes from consistent names, facts, and descriptions across a website and the wider web, reinforced with structured data.

Knowledge graph

A knowledge graph is a database of entities and the relationships between them, such as which company offers which service in which area. Google's Knowledge Graph is the best-known example and feeds the knowledge panels shown beside some search results. AI systems use similar structures to check facts and connect related sources.

A business enters these graphs through consistent facts, structured data, and corroboration from trusted third-party sources. It cannot pay its way in.

Schema markup

Schema markup is structured data added to a web page's code that tells search engines, in a standard vocabulary, what the page describes. It can state that a page is about a business, a service, or a set of questions and answers, along with facts such as name, address, and hours. Visitors do not see it.

The vocabulary is maintained jointly by the major search engines. Schema markup makes a page eligible for some enhanced results, but it does not guarantee them.

JSON-LD

JSON-LD (JavaScript Object Notation for Linked Data) is a format for writing structured data as a separate block of code in a page, rather than woven into the visible HTML. It is the format Google recommends for schema markup. Because it sits apart from the page content, it is easier to generate, validate, and keep consistent.

Every page on this site carries JSON-LD describing the organization, the page itself, and its breadcrumb trail.

People Also Ask

People Also Ask is a Google results feature that shows a list of related questions, each expanding to reveal a short answer taken from a web page, with a link to the source. Opening one question often loads more questions below it. The feature shows how searchers phrase their follow-up questions about a topic.

Appearing in People Also Ask is an AEO goal. The questions it shows are also a reliable source of headings for FAQ sections and answer-first pages.

Money page

A money page is a page built to turn one specific buying search into a customer inquiry, such as a service page or a service-and-location page. It targets commercial intent, opens with a direct answer to the buyer, and leads to one clear next step. Money pages are where search traffic becomes revenue.

For commercial goals, WynterIX builds money pages before blog content, one page per buying intent. The SEO service explains why that order matters.

Intent

Intent, or search intent, is the goal behind a query: what the person actually wants when they type or ask it. It is commonly grouped as informational (learning), navigational (finding a specific site), commercial (comparing options), or transactional (ready to buy or book). Matching a page to its intent decides whether it can rank and convert.

One page per intent is the working rule. A page that tries to serve a researcher and a buyer at once usually serves neither.

Canonical facts

Canonical facts are the fixed set of core business details, such as legal name, address, hours, phone, service list, and service area, kept identical everywhere they appear. That includes every page of the website, its structured data, business profiles, and directory listings. Consistency lets search engines and AI systems trust the facts enough to repeat them.

The term is related to, but separate from, a canonical URL, the tag that tells search engines which version of a page is the original. Conflicting facts are a frequent reason an AI answer describes a business incorrectly.

Technical SEO

Technical SEO is the part of search engine optimization that deals with how a site is built rather than what it says. It covers crawling, indexation, site speed, mobile rendering, structured data, canonical tags, redirects, and internal links. Its job is to make sure search engines can find, read, and trust every page that matters.

Technical fixes do not rank a page on their own, but technical problems can stop a strong page from ranking at all. WynterIX does this work in month one of every search engagement, as described in how we work.

Core Web Vitals

Core Web Vitals are three metrics Google uses to measure real-world page experience: loading speed (LCP), responsiveness to input (INP), and visual stability (CLS). They are measured from real visits in the Chrome browser and assessed at the 75th percentile of page loads. Google uses them as one of many ranking signals.

Their larger effect is on conversion: a slow or jumpy page loses buyers before they read it. See performance-first website design for how WynterIX builds to them.

LCP (Largest Contentful Paint)

LCP (Largest Contentful Paint) measures how long it takes for the largest visible element on a page, usually a headline, image, or block of text, to render on screen. It is the Core Web Vital for loading speed. Google rates an LCP of 2.5 seconds or less as good.

WynterIX builds to a stricter target: pages that load in under two seconds on a phone.

INP (Interaction to Next Paint)

INP (Interaction to Next Paint) measures how quickly a page visibly responds after a user clicks, taps, or types. It observes the interactions during a visit and reports a value close to the slowest one. It is the Core Web Vital for responsiveness, and Google rates an INP of 200 milliseconds or less as good.

INP replaced an older metric, First Input Delay, as a Core Web Vital. Heavy scripts are the usual cause of a poor score.

CLS (Cumulative Layout Shift)

CLS (Cumulative Layout Shift) measures how much visible content moves unexpectedly while a page loads or is used, such as text jumping when an image or banner appears above it. It is the Core Web Vital for visual stability. Google rates a CLS score of 0.1 or less as good.

Layout shift causes misclicks and erodes trust. Reserving space for images and avoiding late-loading banners keeps it near zero.

Static site

A static site is a website whose pages are built ahead of time into finished files and served as they are, without being assembled by a server or database on each visit. Because nothing is computed per request, static pages load fast, expose little to attack, and cost little to host.

The tradeoff is editing: there is no drag-and-drop page builder, so changes go through content files or a developer. WynterIX builds client websites on this model.

Edge delivery

Edge delivery is serving a website from a distributed network of servers located close to visitors, rather than from one central server. Each request travels a short distance to the nearest location, which cuts load time wherever the visitor is. Content delivery networks (CDNs) provide it, and static sites suit it especially well.

Edge delivery also absorbs traffic spikes and many kinds of attack before they reach the site itself.

Call tracking

Call tracking is the practice of assigning distinct phone numbers to different pages, campaigns, or sources so that each inbound call can be traced to where it came from. Calls are logged with their source, time, and duration, and are often recorded. For businesses that sell by phone, it is how search results are tied to revenue.

Call tracking is part of every WynterIX website build and every Exclusive Market Partnership, where recordings let the partner verify what was delivered.

Qualified lead

A qualified lead is an inquiry that meets a definition agreed in advance, typically a real prospect asking about a covered service within a covered area. Wrong numbers, solicitations, duplicates, and out-of-area contacts are excluded. The definition matters because lead counts without one are easy to inflate and hard to verify.

WynterIX writes the definition down: in the lead policy for partnerships, and in a qualified-opportunity definition agreed in week one for client acquisition systems.

Exclusive market partnership

An exclusive market partnership is an arrangement in which WynterIX builds, owns, and ranks a dedicated web property for one service in one metro area, then routes every call and form from it to a single partner business. Only one partner holds each market. The partner pays a flat monthly fee or a per-qualified-lead fee.

WynterIX keeps ownership of the property, and a written lead policy governs credits and disputes. See how exclusive market partnerships work.

Ninety-day minimum

The ninety-day minimum is WynterIX's shortest engagement term for search and partnership work. It exists because ninety days is the shortest period in which that work becomes measurable: pages must be recrawled, indexed, ranked, and picked up by AI engines on their own schedules. After it, engagements run month to month.

If someone promises a turnaround in thirty days, they are selling you the promise, not the turnaround. The reasoning is set out in why WynterIX refuses engagements shorter than ninety days.

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