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How to Build Your Author Entity (Knowledge Graph Integration)

An author entity represents a person as a defined node in Google’s Knowledge Graph, complete with verified attributes, relationships, and content associations. Building your author entity is the process of connecting your digital presence — website, articles, profiles, and citations — into a structured identity that Google can recognize, trust, and rank. In semantic SEO,

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How Google Extracts Answers (Information Extraction)

Google extracts answers by transforming unstructured web content into structured meaning through a process known as Information Extraction (IE). This process identifies entities, relationships, and factual statements within text to build accurate answers for user queries. Instead of matching keywords, Google understands context by connecting linguistic patterns, data structures, and semantic relations. This is the

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Hover, Scroll, and Dwell Time Data Explained

Understanding hover, scroll, and dwell time is critical for modern SEO because these behavioral metrics reveal how users interact with a page. Search engines interpret these micro-signals to determine content quality, intent satisfaction, and overall engagement depth. When users pause, explore, and stay longer, Google perceives the content as valuable and trustworthy, reinforcing its authority

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Predicates and Their Effect on Context Weight

Predicates are the verbs or relational connectors that define how entities interact within a sentence or paragraph. In semantic SEO, predicates are more than grammatical elements — they establish meaning bridges that help search engines understand who does what, how, and in what context. A predicate links entities into semantic triples (Subject–Predicate–Object), forming the foundation

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Difference Between Macro and Micro Semantics

Macro and micro semantics represent two hierarchical levels of meaning in Semantic SEO. Both layers work together to shape how search engines interpret, index, and rank content based on entity relationships, semantic proximity, and contextual cohesion. What Is Macro Semantics Macro semantics refers to the sitewide or domain-level meaning network built through thematic consistency, entity

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How Google Understands Entities and Attributes

Google understands entities and attributes by analyzing how meaning is expressed through structured and unstructured data.An entity represents a distinct concept (person, place, object, event, or idea).An attribute represents a characteristic, relationship, or property that defines the entity. Google’s search algorithms use these relationships to interpret contextual meaning, enabling it to rank pages based on

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