The AI Visibility Glossary

Improving your website and business information so AI tools can find, understand, and use it in their answers. AEO focuses on clear answers to customer questions, accurate business details, and useful content.

An AI-generated answer that links to a source, such as a page on your website. A citation is different from a mention without a link, and neither necessarily leads to a website visit. Pantora tracks how often your business is cited in the answers it checks.

How easily an AI crawler can access and read your website. Clear text, working links, and crawl settings affect what it can find. Allowing access doesn’t guarantee that your content will appear in an answer.

AI-generated summaries that Google shows for some searches, often with links to supporting websites. They can appear alongside other search results and help people explore a topic.

A website with clear service pages, business details, and answers that customers, search engines, and AI tools can understand. Pantora builds the first version of your site from your business information. Then our designers work with you on the design, the content, and the services you offer before launch.

How often and where your business appears in AI-generated answers, such as those from ChatGPT or AI Overviews. Results vary by question, location, and time. Pantora tracks your business and competitors in the answers it checks.

A measure used by a tool to summarize how a business appears in AI-generated answers. Different tools use different questions, platforms, and scoring methods, so scores are most useful when compared using the same method over time.

A search tool or AI assistant that responds to a question with an answer, often drawing on information from several sources. ChatGPT and Google AI Overviews are examples of places people may find these answers.

Artificial intelligence: software that performs tasks such as recognizing patterns, understanding language, or generating content. In Pantora, AI helps draft website improvements and handle customer conversations.

Software that uses AI to answer questions or help with tasks. An assistant may rely on information it was trained on, information you provide, or sources it retrieves while answering.

Application Programming Interface: a way for software systems to exchange information or request actions. APIs help Pantora connect with services such as Google Business Profile.

The percentage of checked AI answers that name your business. For example, if your business is mentioned in 6 of 20 answers, its mention rate for that set is 30%.

Links from other websites to yours. Relevant links can help people discover your business and give search engines more context about your site.

The percentage of visits that an analytics tool counts as a bounce. The definition varies by tool, so check how your report measures engagement before comparing bounce rates.

Microsoft’s AI assistant in Bing. It can help people search for information, ask follow-up questions, and explore answers with supporting sources.

How credible and knowledgeable people consider your business to be. Relevant experience, helpful information, reviews, and a consistent reputation can support that trust.

Organizing information with clear headings, short sections, lists, and useful answers. Good structure helps people find what they need and helps search engines understand the page.

How current and accurate your content is. Updating old hours, prices, services, or advice keeps a page useful. Changing a date alone doesn’t make the information better.

The process of a search engine or other automated tool visiting webpages to discover and read their content. A page can be crawled without being added to a search index.

An AI assistant from OpenAI that can answer questions, create content, and help with tasks. People may also use it to research local services and compare businesses.

An AI assistant from Anthropic that can answer questions, analyze information, and help with writing and other tasks.

Call to Action: a prompt that tells someone what to do next, such as “Get a free estimate” or “Book an appointment.” A clear CTA matches what the visitor is ready to do.

Click-Through Rate: the percentage of people who click after seeing a link or listing. If a search result appears 100 times and gets 5 clicks, its CTR is 5%.

Creating and sharing useful information that helps potential customers understand a problem, compare options, or choose a service. Examples include service guides, project explanations, and answers to common questions.

The percentage of visitors or leads who take a defined action, such as submitting a form or booking a visit. The number depends on which action and audience you measure.

Google’s measures of how a webpage performs for users, including loading speed, responsiveness, and visual stability. They help identify problems that can make a site frustrating to use.

A mention of your business’s name, address, or phone number on another website, such as a directory. Accurate details help customers find and contact the right business.

Comparing which businesses appear in AI answers for relevant services and locations. Pantora shows you which competitors appear in the answers it checks and uses competitor data, search rankings, and website performance to help find improvements.

A third-party score that estimates a website’s potential to rank in search results. Domain Authority is useful for comparison within the tool that provides it; it isn’t a score assigned by Google.

Where and how your business appears online, including your website, business profiles, reviews, social accounts, search results, and AI answers.

Making it clear who your business is and how it relates to your services, locations, and other information online. Consistent names, accurate profiles, and clear website content help reduce confusion.

Experience, Expertise, Authoritativeness, and Trustworthiness. These are concepts Google uses in its guidance for evaluating content quality. For a local business, clear qualifications, accurate information, and evidence of your work help customers judge whether to trust you.

A highlighted excerpt from a webpage that Google may show to answer a search directly. It can be a paragraph, list, or table and includes a link to the source.

Structured data that identifies questions and their answers on a page. It should match the content visitors can read. Adding FAQ schema doesn’t guarantee a rich search result or an AI citation.

Improving content so generative AI tools can understand and use it in their answers. GEO overlaps with AEO and SEO: useful information, clear structure, and accurate business details matter across all three.

AI that creates content such as text, images, or audio in response to instructions. Its output needs review because it can include errors or unsupported details.

Google’s family of AI models and its Gemini assistant. People can use the assistant to ask questions, research topics, and get help with tasks.

Giving an AI system relevant source information to use when answering. For example, an assistant can use your actual service list instead of guessing what your business offers.

A business listing on Google where customers can find details such as your hours, services, location, photos, and reviews. Keeping it accurate is part of local SEO.

The group of local business listings shown with a map in Google search results. Which businesses appear can vary by the search, the person’s location, and other factors.

Focusing marketing on people in a defined location, such as a city, neighborhood, or service area. It helps keep your message relevant to the customers you can serve.

An AI-generated statement that is incorrect or unsupported, even when it sounds confident. Reviewing drafts against your business information helps catch these errors.

The headings that organize a webpage. H1 usually identifies the main topic, H2 marks major sections, and H3 introduces sections within them. A clear hierarchy helps readers follow the content.

The secure version of HTTP, which is used to send information between a browser and a website. HTTPS encrypts that connection, but it doesn’t guarantee that everything on the site is trustworthy.

The process of adding information about a page to a search engine’s database. A page generally needs to be indexed before it can appear in that engine’s regular search results.

Links between pages on the same website. They help visitors find related information and help search engines discover pages and understand how they connect.

The number of times content or a listing is shown. An impression means it appeared, not that someone clicked or became a customer.

JavaScript Object Notation for Linked Data: a format used to add structured data to a webpage. It can describe information such as a business, service, or article in a form software can read.

The words and phrases people use to search for a service, product, or answer. Useful keywords reflect what your customers need, such as “water heater repair in Canton.”

A system that connects information about people, places, businesses, and other entities. Search engines can use these relationships to understand a subject and show related facts.

An information box in search results that summarizes details about a person, business, or other entity. The information may come from several sources.

A term for making information easier for large language models to understand and use. Businesses often use LLMO to describe work on their website content and online presence. It doesn’t give a business control over a model’s training or answers.

Improving how your business appears in search results for a specific area. Local SEO includes your website, Google Business Profile, reviews, and accurate information about where you work.

Specific search phrases that usually have lower search volume than broad terms. “Emergency water heater repair in Canton” gives more context about a customer’s needs than “plumber.”

Large Language Model: an AI model trained on large amounts of text to recognize language patterns and generate responses. It can write useful answers, but it can also make mistakes.

Attracting people who may want your services and collecting a way to follow up. A call, quote request, or completed contact form can create a lead.

A website that lists businesses by location or type of service. Accurate listings can help customers discover your business and find the right contact details.

A short description in a webpage’s code that summarizes its content. Search engines may use it for the text below a result, but they can also choose text from the page.

Information in a webpage’s code that describes the page or tells browsers and crawlers how to handle it. Examples include the meta description and instructions about indexing.

Google’s use of the mobile version of a webpage as the main version for indexing. Your mobile site should include the important content and features customers can find on desktop.

Natural Language Processing: methods that help software work with human language. Common uses include understanding a customer’s question, identifying a topic, and summarizing a conversation.

Name, Address, and Phone number: the basic contact details used to identify a business online. Keep them accurate and consistent wherever customers may find them.

Visits that come from unpaid search results. Organic traffic is different from visits generated by paid search ads.

What people can learn about your business from reviews, ratings, mentions, and your responses online. Keeping your information accurate and responding thoughtfully helps customers evaluate your business.

Feedback customers publish about their experience with a business. Reviews help other people compare services and understand what working with the business may be like.

A Google search feature that shows related questions with expandable answers. These questions can help you understand what customers want to know about a service.

An informal name for a featured snippet shown above the regular organic search listings. It describes a place in the results, not a separate ranking you can buy or guarantee.

How quickly a webpage loads and becomes usable. Faster pages can make it easier for customers to read your services, view photos, and contact you.

An AI search and answer tool that responds to questions using information from sources, often with citations. People may use it to research services or compare local businesses.

The question, instruction, or information you give an AI tool. A specific prompt with relevant context usually makes it easier for the tool to produce a useful response.

Writing clear, direct answers to questions your customers ask. A useful answer addresses the question first, then explains any details the reader needs to make a decision.

A file that tells cooperating crawlers which parts of a website they may request. It isn’t a security measure and doesn’t, by itself, keep a URL out of search results.

Retrieval-Augmented Generation: a method that retrieves relevant information and gives it to an AI model to help answer a question. It can make answers more grounded in source material, but errors are still possible.

Keeping track of customer reviews, responding to them, and asking customers to share feedback. Pantora helps manage Google reviews by drafting replies for you to approve and sending review requests as part of your follow-ups.

A business’s reply to a customer review. A useful response acknowledges the feedback and addresses relevant details. Pantora drafts review replies for you to approve, so you can check the wording before it’s posted.

The tone of an AI answer when it describes a business, such as positive, neutral, or negative. Pantora tracks how AI describes your business so you can compare those descriptions with your reviews and business information.

A number that summarizes how positively or negatively a tool interprets the language in an AI answer. Pantora analyzes the language used about your business and competitors. The score is an interpretation of those answers, not a customer satisfaction rating.

Improving a website so search engines can understand its content and people can find it through unpaid search results. SEO includes useful content, website setup, links, and ongoing measurement.

Search Engine Results Page: the page shown after someone searches. It may include website links, ads, maps, business profiles, images, and AI answers.

A file that lists pages you want search engines to discover. It can help crawlers find content, but submitting a sitemap doesn’t guarantee indexing or rankings.

A shared vocabulary for describing information in structured data. A local business can use schema markup to identify details such as its name, address, hours, and services.

Information organized in a standard format that software can read. On a website, it can help search engines understand details about a business or page, but it doesn’t guarantee a particular search appearance.

A digital certificate used to authenticate a website and support an encrypted HTTPS connection. The term “SSL certificate” is still commonly used, although modern connections use TLS.

The places where your business provides services. Clear service area information helps customers decide whether you can take their job or appointment.

A business that travels to its customers, such as a plumber, cleaner, or mobile detailer. Its service area describes where it works, rather than where customers visit a storefront.

The page title in your website’s code. Browsers use it in tabs, and search engines may use it as the title of a search result. A clear title describes the page’s main topic.

The information used to teach an AI model to recognize patterns. Publishing something online doesn’t guarantee that it will be included in training data or used in an answer.

Details that help a customer decide whether to trust your business. These may include relevant licenses, insurance, real reviews, project photos, and clear contact information.

A search made by speaking instead of typing. Customers may use voice search to ask for directions, opening hours, or a nearby service.

A search that ends without a click to another website. The person may find what they need in a map, business profile, featured snippet, or AI answer.