Definition

Explains what a term or concept means.

Primary Bias

Primary bias is what an AI model already believes about your brand before it searches: an ungrounded confidence baked into training that becomes the biggest factor in whether your content is selected in AI answers.

21 June 2026

Grounding Snippets

Grounding snippets are the short, extractive sentences AI systems pull from your page to build their answers: the atomic unit of AI-search visibility, where most of your page never makes the cut.

21 June 2026

Selection Rate Optimization

Selection Rate Optimization is the AI-search counterpart to click-through-rate optimization: improving how often AI systems choose your content as the source they ground and cite their answers on.

21 June 2026

Relevance Engineering

Relevance Engineering is the practice of building a page's semantic relevance to a query with embeddings and vector math, treating search visibility as an engineering problem rather than keyword optimization.

21 June 2026

AIO (AI Optimization)

AIO (AI Optimization) is shaping your content and presence so AI systems favor them in generated responses — one route to AI Visibility.

21 June 2026

AEO (Answer Engine Optimization)

AEO (Answer Engine Optimization) is optimizing to be the answer that AI assistants and answer engines give to a question.

21 June 2026

AI SEO

AI SEO is optimizing your content and brand so AI systems surface them when answering questions — the broad practice behind AI Visibility.

21 June 2026

GEO (Generative Engine Optimization)

GEO (Generative Engine Optimization) is optimizing for LLM-powered search and chat so your brand and pages appear in generated answers.

21 June 2026

The Open Knowledge Format (OKF)

Google Cloud's Open Knowledge Format is an open, vendor-neutral way to package the context AI systems need, as plain markdown files any model or agent can read.

21 June 2026

AI Visibility

AI Visibility is the outcome of AI-centric SEO, focusing on being cited and recommended by AI systems through brand mentions and source citations in answers.

21 June 2026

Fanout Query Analysis

An analysis of 365,920 fanout queries from Google, OpenAI, and Amazon reveals how different AI models generate internal search queries for web grounding.

20 March 2026

RexBERT

RexBERT is a domain-specialized language model trained on e-commerce text to optimize product titles, descriptions, attribute extraction, and semantic search.

23 September 2025

EmbeddingGemma: The Game-Changing Model Every SEO Professional Needs to Know

Google's EmbeddingGemma is a multilingual embedding model that mirrors Gemini's architecture to provide insights into semantic search and query intent.

5 September 2025

What is “Help Me Write” in Chrome?

Help Me Write is Google Chrome's AI-powered assistant that generates context-aware text suggestions for short-form content like emails, posts, and forms.

27 August 2025

Cosine Similarity or Dot Product?

An examination of the Chrome codebase reveals that the history_embeddings component uses the dot product of normalized vectors to perform similarity searches.

19 June 2025

Dissecting Gemini’s Tokenizer and Token Scores

Explore how Google’s Gemini processes text using subword tokenization. Use this tool to inspect SentencePiece log-likelihood scores for common and rare tokens.

5 June 2025

What is GEO?

Generative Engine Optimisation (GEO) is a term used to describe SEO for AI assistants and generative search engines, often based on a single research paper.

2 June 2025

Temperature Parameter for Controlling AI Randomness

The temperature parameter in generative AI models influences randomness and creativity by rescaling the probability distribution of potential next words.

30 March 2025

Probability Threshold for Top-p (Nucleus) Sampling

Top-p sampling, or nucleus sampling, is a parameter used in generative AI to control text randomness by selecting words based on a cumulative probability.

30 March 2025

Google’s Privacy Sandbox: Navigating the Cookieless Future

An examination of Google's Privacy Sandbox, focusing on the technical details and privacy implications of the Topics API and the FLEDGE API.

14 January 2025

Site Engagement Metrics

The Google Site Engagement Metrics Framework in Chromium tracks user interactions, engagement scores, and browsing behavior using UMA histograms.

29 November 2024

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