Grounding (AI)
What Is AI Grounding? Grounding is the process of connecting an AI model’s output to real, verifiable external data — rather than relying purely on what the model learned during training — so its answers are based on current, checkable information. How Grounding Reduces Hallucinations Because LLMs generate text by predicting likely words rather than […]
Generative Engine Optimisation (GEO)
What Is Generative Engine Optimisation (GEO)? GEO is the practice of structuring and promoting content so it’s more likely to be cited or referenced by generative AI systems — ChatGPT, Perplexity, Google AI Overviews, Microsoft Copilot — when they generate an answer to a user’s question. How GEO Differs from Traditional SEO Traditional SEO optimises […]
Google Autocomplete
What Is Google Autocomplete? Google Autocomplete is the feature that predicts and suggests search queries as you type, based on what other people commonly search for related to the words entered so far. How Suggestions Are Generated Predictions are generated algorithmically from aggregate search patterns — what real users commonly search after typing a similar […]
Google Algorithm
What Is the Google Algorithm? The Google algorithm is the system Google uses to evaluate and rank the billions of pages in its index against a given search query, deciding what order results appear in. How It Ranks Pages Rather than one single formula, “the algorithm” is really a combination of hundreds of interacting systems […]
Gateway Page
What Is a Gateway Page? A gateway page is a page built solely to rank for a specific search term and then funnel or redirect visitors to a different destination page, rather than offering useful content in its own right. Why Search Engines Penalize It Gateway pages (also called doorway pages) exist purely to manipulate […]
Google Hummingbird
What Is Google Hummingbird? Google Hummingbird was a major 2013 overhaul of Google’s core search algorithm, focused on understanding the meaning and intent behind a query rather than just matching individual keywords. What the Update Changed About Search Before Hummingbird, Google leaned heavily on matching the exact words in a query to the exact words […]
Google Penguin
What Is Google Penguin? Google Penguin is an algorithm update, first launched in 2012, designed to identify and penalize sites using spammy or manipulative link-building tactics to boost their rankings. What It Targets Penguin specifically targets unnatural link profiles: paid links, link farms, excessive reciprocal linking, over-optimized anchor text (the same exact-match keyword phrase used […]
Google Knowledge Panel
What Is a Google Knowledge Panel? A Knowledge Panel is the information box, usually appearing on the right side of desktop search results, that summarizes key facts about a recognised entity — a person, business, organisation, or topic — pulled largely from the Knowledge Graph. How Knowledge Panels Are Generated Google assembles panels automatically from […]
410 Gone
What Is a 410 Gone Status Code? A 410 Gone is an HTTP status code that tells browsers and search engines a page has been permanently and intentionally removed, with no replacement available. 410 vs 404 A 404 Not Found simply means the requested URL doesn’t currently resolve — it might be a typo, a […]
Google Knowledge Graph
What Is the Google Knowledge Graph? The Google Knowledge Graph is a massive database of real-world entities — people, places, organisations, concepts — and the relationships between them, which Google uses to understand queries beyond simple keyword matching. How It Powers Knowledge Panels and Rich Results When you search for a well-known entity — a […]