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Google patents demystified

I analyze Google patents and translate them into plain language.
Here you'll find practical insights you can implement in your SEO strategy.

English Google Search Central guide for optimizing websites for generative AI features in Google Search

Rafał Borowiec May 19, 2026 42 min read

Google patents and AI Search: what Google's official May 15, 2026 guide does not say

Google's AI Search guide is clinically correct, but operationally incomplete. A patent-based analysis of RAG, source selection, factual corroboration, passage scoring, query fan-out and structured data.

Google Patent US10268680B2 - Context-aware human-to-computer dialog

Rafał Borowiec February 27, 2026 20 min read

Google Patent US10268680B2 - Context-aware human-to-computer dialog

How Google's context-aware dialog management patent — invented by Polish engineer Piotr Tąkiel — reveals the mechanics behind topic relevance scoring, semantic relationship graphs, and relevance decay. A deep dive into what this means for topical authority in SEO.

Google Patent US2008005090 A1 - System and method for identifying a Named Entity

Rafał Borowiec February 24, 2026 18 min read

Google Patent US2008005090 A1 - System and method for identifying a Named Entity

Deep analysis of how Google identifies, weights, and uses named entities to create implicit search queries based on contextual state. Learn how entity recognition, weighting mechanisms, TF-IDF analysis, and contextual relevance shape modern SEO strategy.

Google Patent US20200349181A1 - Contextual Estimation of Link Information Gain

Rafał Borowiec February 17, 2026 25 min read

Patent US20200349181A1 - Contextual Estimation of Link Information Gain

How Google's Information Gain Score measures the incremental value each document adds beyond what a user has already consumed — and how SEO professionals can use this framework to create genuinely differentiated content in the age of AI.

Google Patent US20250103662 — Unifying Transformers with Link-Based Ranking

Rafał Borowiec February 17, 2026 11 min read

Google Patent US20250103662 — Unifying Transformers with Link-Based Ranking

How document-level signals — link authority, freshness, engagement, and authorship — are integrated directly into transformer attention matrices, making the trustworthiness of a source a structural part of how models understand content.

Google Patent US20240289407A1 - Search with stateful chat system architecture

Rafał Borowiec February 16, 2026 22 min read

Patent US20240289407A1 - Search with stateful chat

Google's stateful multi-turn search framework merges retrieval with generative AI through context engines, LLM orchestration, and embedding verification - transforming search from isolated queries into contextual conversations anchored to trustworthy documents.

Google Patent US12536233B1 - Machine-Learned Content Page Generation system architecture

Rafał Borowiec February 16, 2026 18 min read

Patent US12536233B1 - AI-generated content page tailored to a specific user

Google's Patent US12536233B1 reveals AI-generated landing pages that can replace underperforming search results. Learn how machine-learned content generation, document-level scoring, and behavioral signals are reshaping SEO strategy.

Google Patent JP2026012740A diagram - selective rendering system for wearable devices

Rafał Borowiec February 16, 2026 15 min read

JP2026012740A - Selective generation and/or rendering of ongoing content to complete oral utterances

Deep dive into Google's latest patent publication: Chain-of-Thought reasoning and Selective Rendering for wearables. Understand the architecture of the next-gen 'Answer Engine' and its impact on search visibility.

Google Patent US9009192B1: Central Entities in SEO - Entity Graph System, Scoring and Strategic Recommendations

Rafał Borowiec December 14, 2025 10 min read

Central Entities in SEO – Google Patent US9009192B1 and Entity Relationships

How does Google identify central entities on pages? Analysis of patent US9009192B1: entity graph, topical relationships, and practical SEO applications.

The Critical Importance of Historical Data in SEO - Patent US7346839B2 Analysis

Rafał Borowiec December 14, 2025 12 min read

The Critical Importance of Historical Data in SEO - Patent US7346839B2

How does Google use historical data to evaluate websites? Analysis of patent US7346839B2 and Koray Tuğberk Gübür's concepts: ranking, topical authority, and user behavior. Practical insights for your SEO strategy.

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