SEO & AI Glossary

The use of scripts, machine learning bid strategies, and rules-based systems to automate repetitive or time-sensitive tasks in paid search and display campaign management.

A Google ranking signal set that evaluates how users perceive interactions with a web page, encompassing Core Web Vitals, HTTPS, and mobile usability.

How quickly a web page loads and becomes usable for visitors, a direct ranking factor and key user experience signal.

Google's original link-based algorithm, which scores pages by the number and quality of other pages linking to them — still a core component of Google's ranking system.

The division of content across multiple pages (page 1, 2, 3...) on blogs, category pages, or search results, with specific SEO handling requirements.

A 2011 Google algorithm update that targeted low-quality, thin, and duplicate content — penalising sites with high proportions of poor-quality pages.

Publishing content on high-authority third-party platforms — Reddit, Medium, Forbes contributor networks — to rank for competitive keywords by borrowing the host site's domain authority.

Google's ability to index and rank specific passages within a long-form page, enabling it to surface relevant sections for specific queries.

A Google algorithm capability that can rank individual passages from long pages for specific queries, even if the overall page isn't the best match.

An online advertising model where advertisers pay a fee each time their ad is clicked, primarily used for search and social ads.

A 2012 Google algorithm update that targeted manipulative link building — including keyword-stuffed anchor text, link farms, and paid link schemes.

A Google SERP feature showing related questions and expandable answers for a given query, drawn from indexed web content.

A goal-based Google Ads campaign type that serves ads across all Google channels from a single campaign using AI-driven asset selection.

An AI-powered answer engine that provides sourced, conversational responses to queries by searching the web in real time and synthesising results.

Tailoring content, messaging, and experiences to individual users based on their behaviour, preferences, and characteristics.

A comprehensive, long-form page covering all major aspects of a broad topic, serving as the hub of a topic cluster content strategy.

Optimising podcast episodes and show pages to rank in podcast directories, Google Search, and AI-powered audio discovery platforms.

When a user clicks a search result, quickly returns to the SERP, and clicks a different result — signalling the first page did not satisfy the query.

The organic search result that appears above the traditional ranking #1 position — typically a featured snippet that directly answers a user's query.

The practice of writing and distributing press releases optimised for both media pickup and organic search visibility.

Marketing practices that respect user privacy by design — relying on consented first-party data, contextual targeting, and aggregated measurement rather than individual tracking.

A network of websites owned and controlled by one entity, used to build artificial backlinks to a target site — a black-hat SEO tactic that violates Google's guidelines.

Image-based paid ads showing product photo, price, and retailer name in Google Shopping results, powered by Google Merchant Center data.

Individual web pages dedicated to a specific product in an online store, serving as both a sales conversion tool and an organic search landing page.

Structured data markup on product pages that enables Google to display price, availability, ratings, and reviews in organic search results.

A go-to-market strategy where the product itself is the primary driver of acquisition, conversion, and expansion — often through free trials or freemium models.

The degree to which a product satisfies a strong market demand — the inflection point at which organic growth, word-of-mouth, and retention metrics signal that customers genuinely need the product.

A category of interface designed for sustained, focused work — multi-pane layouts, command palettes, keyboard-first interaction, customizable workflows.

The automated buying and selling of digital ad inventory in real time using software platforms and data-driven targeting algorithms.

Creating large numbers of SEO-optimised pages at scale using a database or template — each page targeting a specific long-tail keyword combination.

A web application that uses modern browser capabilities to deliver app-like experiences, including offline access and push notifications.

The practice of crafting inputs to AI language models to produce desired outputs reliably and accurately.

An attack that manipulates a language model by inserting malicious instructions into content the model will read, overriding the application's intended behavior.