AI Search Engine
What Is an AI Search Engine? An AI search engine is a tool — ChatGPT, Perplexity, Microsoft Copilot, Google’s Gemini — that answers queries directly through AI-generated responses, rather than returning a ranked list of links for the user to click through and evaluate themselves. How It Differs from Traditional Search A traditional search engine […]
AI Search Visibility
What Is AI Search Visibility? AI search visibility is the umbrella term for how present and accurately represented your brand is across AI-powered search and answer tools — AI Overviews, AI Mode, ChatGPT, Perplexity, Copilot — as opposed to visibility in traditional organic search results. How It’s Measured Because AI-generated answers aren’t static rankings, visibility […]
AI Citation
What Is an AI Citation? An AI citation is a mention or reference to your website, content, or brand that appears inside an AI-generated answer — whether shown as a clickable source link (as Google AI Overviews and Perplexity often do) or simply referenced in the generated text itself. AI Citation vs Backlink A backlink […]
AI Hallucination
What Is an AI Hallucination? An AI hallucination is a response from an AI model that’s factually wrong, fabricated, or unsupported by real evidence — delivered with the same confident tone as an accurate answer, with no built-in signal to the user that anything is off. Why It Happens LLMs generate text by predicting statistically […]
AI Crawler
What Is an AI Crawler? An AI crawler is a bot that fetches website content specifically to train AI models or to power real-time AI-generated answers, rather than to build a traditional search index. Common AI Crawlers Major AI crawlers include OpenAI’s GPTBot (training) and OAI-SearchBot (search), Anthropic’s ClaudeBot, Perplexity’s PerplexityBot, and Google-Extended (which controls […]
AI Mode
What Is Google AI Mode? AI Mode is a dedicated, fully conversational search experience within Google, where the entire interface becomes a back-and-forth chat rather than a traditional page of results — letting users ask follow-up questions and refine what they’re looking for in the same session. AI Mode vs AI Overviews AI Overviews sit […]
AI Overviews
What Are AI Overviews? AI Overviews are AI-generated summaries Google displays at the top of search results, synthesising information from multiple sources into a direct answer before any standard organic listing appears. How Often They Appear AI Overviews have expanded rapidly since launch, now appearing on roughly 60% of Google searches globally as of early-to-mid […]
AMP (Accelerated Mobile Pages)
What Is AMP? AMP (Accelerated Mobile Pages) is an open-source framework, originally backed by Google, for building stripped-down, ultra-fast-loading versions of web pages aimed at mobile users. How AMP Works AMP pages use a restricted subset of HTML, limit custom JavaScript, and rely on a specific caching system to serve pages near-instantly, often directly from […]
Article Spinning
What Is Article Spinning? Article spinning is the practice of taking existing content and running it through automated tools that swap out words and phrases for synonyms, producing a “new” version of the same article without genuinely rewriting it. Why It’s Considered Black Hat SEO Spun content was originally used to publish the same article […]
Ad Impressions
What Are Ad Impressions? An ad impression is counted every single time your ad is displayed to someone, regardless of whether they interact with it. If the same person sees your ad three times, that’s three impressions — not three unique viewers. Impressions vs Clicks vs Reach These three metrics get mixed up constantly, but […]