AI Agent
An autonomous AI system that can plan, execute tasks, and make decisions on behalf of users, including researching and recommending products.
12 terms starting with A
An autonomous AI system that can plan, execute tasks, and make decisions on behalf of users, including researching and recommending products.
Ensuring AI-generated content properly credits your brand as the original source of the information it uses.
Automated bots operated by AI companies (such as GPTBot, ClaudeBot, and PerplexityBot) that discover and index web content for AI systems.
An AI-generated summary at the top of Google search results that synthesises information from multiple sources with citations.
The strategy of influencing how AI assistants recommend, describe, and rank your brand in their responses.
Practices and technologies ensuring AI systems operate safely and reliably, directly affecting which content they will cite and recommend.
How accurately, consistently, and favourably AI systems describe, cite, and recommend your brand to users.
A composite metric quantifying how visible, accurate, and favourably positioned your brand is across AI-generated responses.
Content designed and structured primarily for AI system consumption, prioritising clarity, entity relationships, and citation-friendly formatting.
An emerging web standard allowing website owners to declare their preferences for how AI systems may use their content.
Structuring content so AI assistants and answer engines can extract and deliver accurate, cited responses featuring your brand.
The collective evidence demonstrating your brand's credibility, expertise, and trustworthiness to AI systems and search engines.
2 terms starting with B
11 terms starting with C
The designated preferred URL for a piece of content, consolidating authority signals and preventing duplicate content issues.
A software application that simulates conversation with users, increasingly powered by AI to influence product recommendations and brand perception.
OpenAI's conversational AI assistant with over 200 million weekly users, making it one of the most important platforms for brand visibility.
The percentage of relevant AI-generated responses that include a reference, link, or attribution to your brand or content.
Anthropic's AI assistant, widely adopted in enterprise and professional settings where accuracy, safety, and nuanced reasoning are valued.
A nonprofit maintaining a free, public archive of web crawl data that serves as a major source for AI model training.
Breaking content into discrete, self-contained units that AI retrieval systems can independently extract, understand, and cite.
A strategic content architecture where a central pillar page is supported by interlinked pages exploring specific subtopics in depth.
The maximum amount of text an AI model can consider at once when generating a response, measured in tokens.
AI systems designed for natural, human-like dialogue, including chatbots, voice assistants, and AI search interfaces.
The total number of pages that search engine and AI crawlers will fetch from your website within a given time period.
2 terms starting with D
3 terms starting with E
Experience, Expertise, Authoritativeness, and Trustworthiness: the quality signals that AI and search engines use to evaluate content reliability.
Numerical representations that capture the semantic meaning of your content, enabling AI systems to find conceptually relevant matches.
A uniquely identifiable concept, such as a company, product, or person, that AI systems recognise as a distinct 'thing' in the world.
3 terms starting with F
A highlighted answer box above traditional search results that displays a direct answer extracted from a web page.
Further training a pre-trained AI model on domain-specific data to improve its performance for particular tasks or industries.
Indicators telling search engines and AI systems how recently your content was created or updated, influencing retrieval priority.
4 terms starting with G
Optimising digital content so that AI-powered search engines and generative models can accurately retrieve, understand, and cite it.
Google's most advanced AI model family, powering AI Overviews in Search and AI features across the Google ecosystem.
OpenAI's family of large language models that power ChatGPT and form the foundation of the most widely used AI assistants.
Anchoring AI outputs to verified, factual source material rather than relying on the model to generate answers from memory alone.
1 term starting with H
3 terms starting with I
A specific industry sector or market niche where AI models may have different knowledge depths and competitive dynamics.
The process by which a trained AI model generates an output, such as a recommendation or summary, based on a user's input.
Hyperlinks between pages on the same website that establish content relationships, hierarchy, and navigation pathways for AI crawlers.
1 term starting with K
3 terms starting with L
AI models trained on vast text datasets that power the assistants and generative search tools shaping how people discover brands.
An HTTP header communicating the exact date and time a web page was last updated, reinforcing freshness signals for AI retrieval.
Optimising a business's online presence for location-based search results and AI assistant recommendations in specific geographic areas.
3 terms starting with M
Microsoft's AI assistant integrated across Office, Windows, and Bing, with significant influence over enterprise and B2B discovery.
When an AI model references, quotes, or links to your content as a source in its generated response.
AI systems that can process and generate multiple content types including text, images, audio, and video within a single model.
3 terms starting with N
An NLP technique enabling AI to automatically identify and categorise people, organisations, products, and locations in text.
Keeping your Name, Address, and Phone number identical across every online listing and directory to build trust with AI systems.
The branch of AI focused on enabling computers to understand, interpret, and generate human language.
4 terms starting with P
An AI-powered search engine providing conversational, cited answers by retrieving real-time web information with visible source links.
A comprehensive, authoritative page that serves as the central hub of a content cluster, acting as the definitive resource on a broad topic.
The discipline of crafting effective inputs to AI systems to elicit accurate, useful outputs.
A security vulnerability where malicious instructions are hidden in content to manipulate AI outputs or bypass safety guidelines.
1 term starting with Q
3 terms starting with R
How often AI systems actively suggest your brand as a recommended option in response to category-relevant queries.
An AI architecture that searches external sources for relevant information before generating a response, powering tools like Perplexity and AI Overviews.
A text file at the root of your website that controls which pages search engine and AI crawlers are allowed to access.
9 terms starting with S
A standardised vocabulary maintained by Schema.org that provides a common language for describing web content to search engines and AI systems.
The underlying goal behind a user's search query: informational, navigational, commercial, or transactional.
Search technology that understands the meaning and intent behind a query rather than simply matching keywords.
AI's ability to evaluate text and determine its emotional tone as positive, negative, or neutral, influencing brand recommendations.
A numerical measure of how favourably AI systems describe and discuss your brand, from strongly negative to strongly positive.
The percentage of AI-generated recommendations in your category that mention your brand compared to competitors.
An XML file listing all important URLs on your website with metadata, helping AI crawlers discover, prioritise, and index your content.
Machine-readable code embedded in web pages that explicitly tells AI systems what your content is about, who created it, and what entities it covers.
Hidden instructions that define an AI assistant's behaviour, priorities, and response guidelines, influencing which sources it favours.
6 terms starting with T
A parameter controlling the randomness of AI outputs, affecting how consistently your brand is described across responses.
Web pages offering little substantive or unique value, which AI systems learn to identify and deprioritise for citation.
The basic unit of text that AI models process, roughly equivalent to three-quarters of a word in English.
The perceived depth of expertise a website demonstrates on a specific subject, built through comprehensive, interlinked content coverage.
The massive datasets used to teach AI models their foundational knowledge, permanently shaping how they perceive brands and industries.
The foundational neural network architecture behind virtually all modern AI language models, using attention mechanisms to understand text.
3 terms starting with V
A specialised database that stores and searches content embeddings, acting as the retrieval engine behind RAG-powered AI platforms.
Search technology that lets users find information by uploading or pointing a camera at an image, powered by AI image recognition.
Spoken search queries directed at AI assistants like Siri, Alexa, and Google Assistant, typically returning a single answer.