The Language of AI Visibility
Clear, practical definitions of the terms used in AI search, GEO, retrieval, entity architecture, structured data and machine-readable business credibility.
Answer Engine Optimisation
AEOThe practice of making information clear, accessible and useful to systems that provide direct answers rather than only lists of search results.
Explore AI VisibilityAgentic Readiness
The degree to which a website can be reliably interpreted, navigated and used by AI-assisted browsers or autonomous agents acting on a person’s behalf.
Read the technical guideAI Answer Engine
A system that interprets a question and constructs a direct response from model knowledge, retrieved sources or a combination of both.
AI Crawler
Automated software used to discover and retrieve web content for AI search, model training, live answers or other machine-processing purposes.
Read about AI accessibilityAI Credibility Footprint
The network of consistent business information, authorship, reviews, credentials, publications, profiles and independent evidence that helps machines assess whether claims can be trusted.
Explore the frameworkAI Search Architecture
The interconnected technical and informational structure through which AI systems discover, interpret, retrieve and verify a business across its website and wider digital footprint.
See the complete architectureAI Visibility
The extent to which AI-powered search and answer systems can discover, understand, verify and accurately represent a business, person, service or subject.
Understand AI VisibilityAI Visibility Review
A structured assessment of entity clarity, schema, content, credibility signals, crawler access and inconsistencies that may cause AI systems to misunderstand or overlook a business.
View the serviceCitation
A visible reference or link identifying a source used to support an AI-generated statement. Citation does not necessarily mean endorsement.
Learn what influences citationsCorroboration
Independent or supporting evidence that confirms an important claim, identity, qualification, relationship, service or business fact.
Crawlability
The ability of an authorised search or AI crawler to reach and retrieve website content without being blocked by technical faults, firewalls, directives or authentication barriers.
Data Dissonance
A condition in which websites, schema, profiles, databases or external sources present conflicting information about the same business or entity.
See how dissonance affects AIExperience, Expertise, Authoritativeness and Trust
E-E-A-TThe qualities Google asks its search quality raters to consider when assessing whether content and its source appear reliable and useful. It is not a single ranking score.
Embedding
A numerical representation of text, images or other information that allows an AI system to compare meaning, context and similarity.
Entity
A distinct, identifiable thing—such as a business, person, place, service, product or organisation—that can be described and connected to other things.
Entity Alignment
The process of making identity, relationships, services and factual details consistent across visible content, structured data and external sources.
Explore entity alignmentEntity Architecture
The deliberate organisation of entities and relationships so that machines can connect a business with its people, services, content, locations and supporting evidence.
See entity architecture in practiceEntity Resolution
The process of determining whether different names, records, pages or references describe the same real-world person, business or object.
Generative Engine Optimisation
GEOWork intended to improve how accurately and confidently generative search and answer systems can discover, interpret and use published information.
GEO without the fairy dustGenerative Search
Search that uses generative AI to construct a summarised or conversational response, often using information retrieved from multiple sources.
Grounding
Connecting an AI-generated response to retrieved data, documents or verifiable sources rather than relying only on the model’s internal statistical knowledge.
GPTBot
An OpenAI web crawler used to access publicly available website content for purposes described in OpenAI’s published crawler documentation.
Hallucination
An output that appears plausible but contains invented, unsupported or materially incorrect information.
Intelligent Entity Skeleton
The connected structural framework linking a business, website, people, services, content, locations, evidence and schema into one coherent machine-readable identity.
Explore the Entity SkeletonJSON-LD
A JavaScript-compatible format commonly used to publish structured data without changing the visible wording or layout of a webpage.
Understand structured dataKnowledge Graph
A structured network of identifiable entities and the relationships between them, allowing information to be understood as connected meaning rather than isolated text.
Large Language Model
LLMA machine-learning model trained on large collections of language data to interpret prompts and generate text or other structured outputs.
llms.txt
A proposed website file presenting selected information and important resources in a form intended to be convenient for language models. It is not a universal crawling or indexing standard.
Provenance
The traceable origin, authorship, ownership and history of a piece of information, claim, document or digital asset.
Retrieval-Augmented Generation
RAGA method in which an AI system retrieves relevant information from external sources and uses it as context when generating a response.
See how retrieval uses your footprintRetrieval
The process of locating and selecting information considered relevant to a query before an answer is generated or displayed.
robots.txt
A file placed at the root of a website that gives compliant web crawlers instructions about which areas they may or may not crawl.
Schema Gorilla
Sydney Business Web’s name for a substantial, interconnected schema graph expressing the real relationships between a business, people, services, content, credentials and evidence.
Meet the Schema GorillaSchema Markup
Structured vocabulary added to a webpage to clarify the entities, properties and relationships described by its visible content.
What schema really doesSemantic Search
Search that attempts to understand meaning, context, relationships and user intent rather than matching only the literal words in a query.
Source Authority
The degree of confidence a system may place in a source based on its relevance, expertise, reputation, consistency and supporting evidence.
Structured Data
Information organised using a predictable format and vocabulary so software can identify its meaning and relationships more reliably.
Read the structured-data guideVector Clashing
A practical description of conflicting or poorly aligned semantic signals that cause a business or subject to appear related to the wrong concepts during similarity-based retrieval.
Explore the digital-footprint problemVector Database
A database designed to store and search numerical embeddings, commonly used to retrieve information according to semantic similarity.
Vector Search
A method of finding information by comparing numerical representations of meaning rather than relying solely on exact keyword matches.
What does AI actually understand about your business?
Sydney Business Web can assess how clearly AI search systems can identify your business, understand its services, connect its expertise and verify the evidence supporting its claims.
- Entity and relationship clarity
- Schema and structured-data architecture
- AI crawler and technical accessibility
- Credibility signals and external corroboration
