Home / Check catalog / 3. Content Quality & Entity Semantics / 3.3 Entity Extraction, Disambiguation & E-E-A-T Signals Suite

3.3 Entity Extraction, Disambiguation & E-E-A-T Signals Suite

60 checks in Content Quality & Entity Semantics. AI-assisted Scored in the Deep Audit's AI analysis pass.

IDCheckPasses whenWeightRuns
3.3.01Extract all named entities using NEREntities identifiedCriticalDeterministic + AI
3.3.02Classify entities (ORG, PERSON, GPE, PRODUCT, EVENT, LAW, etc.)Proper classificationCriticalDeterministic + AI
3.3.03Validate primary entity appears in H1/H2TrueHeavyDeterministic + AI
3.3.04Validate entity appears in opening paragraphTrueHeavyDeterministic + AI
3.3.05Validate entity disambiguation (e.g., “Apple” the company vs fruit)ClearHeavyDeterministic + AI
3.3.06Validate consistent referencing of entitiesNo ambiguityMediumDeterministic + AI
3.3.07Identify missing entity variants (synonyms, acronyms)CoveredMediumDeterministic + AI
3.3.08Validate entity linking to internal related pagesPresentMediumDeterministic + AI
3.3.09Validate entity linking to authoritative external references (Wikipedia, gov sites)Present where relevantMediumDeterministic + AI
3.3.10Validate named entity frequencyBalancedMediumDeterministic + AI
3.3.11Validate co‑occurrence of related entitiesLogical groupingsMediumDeterministic + AI
3.3.12Validate entity salience scoreStrongHeavyDeterministic + AI
3.3.13Validate absence of irrelevant entitiesNoneMediumDeterministic + AI
3.3.14Validate entity contextual descriptionsPresentHeavyDeterministic + AI
3.3.15Detect hallucinated or fabricated entitiesZeroMediumDeterministic + AI
3.3.16Validate entity‑level sentiment (avoid negative for brand)Neutral to positiveMediumDeterministic + AI
3.3.17Validate geographic entities in local SEO pagesPresentMediumDeterministic + AI
3.3.18Validate business entity (brand) is represented clearlyVisibleHeavyDeterministic + AI
3.3.19Validate NAP entities (Name, Address, Phone)ConsistentHeavyDeterministic + AI
3.3.20Validate service/product entitiesCoveredHeavyDeterministic + AI
3.3.21Detect author information presenceAuthor listedCriticalDeterministic + AI
3.3.22Validate author bio section existsPresentHeavyDeterministic + AI
3.3.23Validate author professional credentialsClearHeavyDeterministic + AI
3.3.24Validate author profile links to external authority pagesYesHeavyDeterministic + AI
3.3.25Validate author photo authenticity (not stock)AuthenticMediumDeterministic + AI
3.3.26Validate content includes first‑person expertise signals (“I have worked…”)PresentMediumDeterministic + AI
3.3.27Validate real‑world experience referencesPresentHeavyDeterministic + AI
3.3.28Validate citations of credible sourcesStrongHeavyDeterministic + AI
3.3.29Validate accuracy of claims (factual check)AccurateMediumDeterministic + AI
3.3.30Validate presence of primary research, case studies, or dataPresentMediumDeterministic + AI
3.3.31Validate trust badges (SSL, verified payment, certifications)PresentMediumDeterministic + AI
3.3.32Validate customer reviews existPresentMediumDeterministic + AI
3.3.33Validate client logos or partnership mentionsPresentMediumDeterministic + AI
3.3.34Validate media mentionsPresentMediumDeterministic + AI
3.3.35Validate awards, accreditations, or credentialsPresentMediumDeterministic + AI
3.3.36Check business contact information is completeNAP + emailHeavyDeterministic + AI
3.3.37Validate About page linking from contentPresentHeavyDeterministic + AI
3.3.38Validate Privacy Policy is accessiblePresentHeavyDeterministic + AI
3.3.39Validate Terms & Conditions accessiblePresentHeavyDeterministic + AI
3.3.40Validate Refund/Return policy (e‑commerce)PresentMediumDeterministic + AI
3.3.41Validate business registration entity (if applicable)PresentMediumDeterministic + AI
3.3.42Validate entity embedding extractionCreatedHeavyDeterministic + AI
3.3.43Compare embeddings with target entity clustersHigh similarityHeavyDeterministic + AI
3.3.44Validate entity salience vs competitors≥ competitor levelHeavyDeterministic + AI
3.3.45Validate entity‑rich passages (100–200 words each)PresentMediumDeterministic + AI
3.3.46Validate entity frequency distribution across pageBalancedMediumDeterministic + AI
3.3.47Validate entity context windows (sentence/paragraph relevance)StrongMediumDeterministic + AI
3.3.48Validate entity conflict absence (two topics mixed incorrectly)NoneMediumDeterministic + AI
3.3.49Validate named entity list completenessComprehensiveMediumDeterministic + AI
3.3.50Validate entity‑to‑URL mapping for services & locationsCorrect mappingHeavyDeterministic + AI
3.3.51Detect phantom entities (AI over‑interpretations)ZeroMediumDeterministic + AI
3.3.52Detect outdated entitiesNoneMediumDeterministic + AI
3.3.53Validate content references authoritative entity sourcesPresentMediumDeterministic + AI
3.3.54Validate clarity of primary entity definitionFully clearHeavyDeterministic + AI
3.3.55Validate entity hierarchy (primary → secondary → related)StructuredHeavyDeterministic + AI
3.3.56Validate entity‑specific FAQ presencePresentMediumDeterministic + AI
3.3.57Detect hallucinated E‑E‑A‑T claims (fake awards, fabricated expertise)NoneMediumDeterministic + AI
3.3.58Validate entity‑level transparency (real author, real business)StrongMediumDeterministic + AI
3.3.59Validate complete E‑E‑A‑T structureComprehensiveHeavyDeterministic + AI
3.3.60Compute total E‑E‑A‑T + entity composite score>= 90%CriticalDeterministic + AI

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