Home / Check catalog / 3. Content Quality & Entity Semantics / 3.2 Content Depth, Topicality & Coverage Suite

3.2 Content Depth, Topicality & Coverage Suite

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

IDCheckPasses whenWeightRuns
3.2.01Extract raw text content from HTMLContent detectedCriticalDeterministic + AI
3.2.02Measure total word count800–2,500+ for major pagesCriticalDeterministic + AI
3.2.03Compute unique word ratio≥ 70% uniqueHeavyDeterministic + AI
3.2.04Identify entity densitySufficient entity presenceHeavyDeterministic + AI
3.2.05Identify topic coverage completenessHigh topical coverageHeavyDeterministic + AI
3.2.06Validate content satisfies primary search intentFully alignedCriticalDeterministic + AI
3.2.07Validate content addresses secondary user intentsPresentHeavyDeterministic + AI
3.2.08Detect missing FAQ contentInclude relevant FAQsMediumDeterministic + AI
3.2.09Validate semantic interlinking within contentPresentMediumDeterministic + AI
3.2.10Identify missing sections needed for topic completenessNo missing sectionsHeavyDeterministic + AI
3.2.11Check paragraph readability score (Flesch/Kincaid)40–70MediumDeterministic + AI
3.2.12Validate sentence structure varietyNot repetitiveMediumDeterministic + AI
3.2.13Detect overly short paragraphs (<20 words)Balanced lengthMediumDeterministic + AI
3.2.14Validate each H2 section length ≥ 150 wordsSufficient depthHeavyDeterministic + AI
3.2.15Identify thin H3 subsections (<80 words)Avoid thin contentHeavyDeterministic + AI
3.2.16Validate long-form content structureIntroduction → Body → Sections → SummaryHeavyDeterministic + AI
3.2.17Validate summary/conclusion presentYesMediumDeterministic + AI
3.2.18Validate actionable steps or takeawaysPresentMediumDeterministic + AI
3.2.19Detect keyword stuffingNoneHeavyDeterministic + AI
3.2.20Validate primary keyword density (0.8–2.5%)Correct rangeHeavyDeterministic + AI
3.2.21Validate secondary keyword densityBalancedMediumDeterministic + AI
3.2.22Detect missing semantic variantsInclude NLP variantsHeavyDeterministic + AI
3.2.23Extract entities (NER)Entities presentHeavyDeterministic + AI
3.2.24Validate entity salienceStrong salienceHeavyDeterministic + AI
3.2.25Validate entity co-occurrence patternsRelevant groupingsMediumDeterministic + AI
3.2.26Detect missing business entities (brand, locations)CoveredMediumDeterministic + AI
3.2.27Detect missing product/service entitiesCoveredMediumDeterministic + AI
3.2.28Detect missing industry-specific entitiesCoveredMediumDeterministic + AI
3.2.29Validate entity linking to service pagesConsistentHeavyDeterministic + AI
3.2.30Validate entity linking to location pagesConsistentHeavyDeterministic + AI
3.2.31Validate unambiguous topic definition in introductionClearCriticalDeterministic + AI
3.2.32Validate entity definitions includedYesMediumDeterministic + AI
3.2.33Identify vague contentAvoidMediumDeterministic + AI
3.2.34Identify overly generic filler contentAvoidMediumDeterministic + AI
3.2.35Validate logical flow of ideasSmooth transitionsHeavyDeterministic + AI
3.2.36Validate use of real-world examplesPresentHeavyDeterministic + AI
3.2.37Validate evidence, facts, or data includedPresentMediumDeterministic + AI
3.2.38Validate expert commentary or insightsPresentMediumDeterministic + AI
3.2.39Validate alignment with EEAT principlesStrongHeavyDeterministic + AI
3.2.40Validate authoritative toneStrongHeavyDeterministic + AI
3.2.41Validate content contains citations or referencesPresent when neededMediumDeterministic + AI
3.2.42Validate brand voice consistencyConsistentMediumDeterministic + AI
3.2.43Validate content uses inclusive, clear languageYesMediumDeterministic + AI
3.2.44Validate no hallucinated statementsNoneMediumDeterministic + AI
3.2.45Validate alignment with search query type (commercial/informational)CorrectHeavyDeterministic + AI
3.2.46Validate content addresses user objectionsPresentHeavyDeterministic + AI
3.2.47Validate content includes comparative analysis where relevantPresentHeavyDeterministic + AI
3.2.48Validate content uses scannable formattingBullets, lists, tablesMediumDeterministic + AI
3.2.49Validate content uses short paragraphs where neededGood spacingMediumDeterministic + AI
3.2.50Validate headings match topical segmentsTrueMediumDeterministic + AI
3.2.51Extract content vector embeddingEmbedding createdHeavyDeterministic + AI
3.2.52Validate semantic similarity to target keyword cluster≥ 0.75 similarityHeavyDeterministic + AI
3.2.53Identify missing concepts (embedding gap analysis)Minimal gapsHeavyDeterministic + AI
3.2.54Identify irrelevant off-topic segmentsRemoveMediumDeterministic + AI
3.2.55Validate content stands alone as expert resourceHigh authorityHeavyDeterministic + AI
3.2.56Validate section-level topical completenessStrongMediumDeterministic + AI
3.2.57Validate balanced coverage between sectionsBalanced depthMediumDeterministic + AI
3.2.58Detect repeating sentences across user-facing pagesAvoidMediumDeterministic + AI
3.2.59Validate freshness signals (dates, updated content)PresentMediumDeterministic + AI
3.2.60Validate seasonal or time-sensitive updates (if relevant)UpdatedMediumDeterministic + AI
3.2.61Check for outdated statistics or referencesUpdatedHeavyDeterministic + AI
3.2.62Validate proper use of quotes, terms, glossary itemsPresentMediumDeterministic + AI
3.2.63Validate local SEO entities appear in location/service pagesPresentHeavyDeterministic + AI
3.2.64Validate NAP consistency across pageConsistentHeavyDeterministic + AI
3.2.65Validate use of geographic referencesPresentMediumDeterministic + AI
3.2.66Validate service-specific terminologyPresentMediumDeterministic + AI
3.2.67Detect template-generated duplicate sectionsAvoidHeavyDeterministic + AI
3.2.68Validate CTAs are topically alignedLogicalMediumDeterministic + AI
3.2.69Validate transitional statements support flowSmoothMediumDeterministic + AI
3.2.70Validate structured content presence (lists, steps)YesHeavyDeterministic + AI
3.2.71Validate narrative examples use relevant entitiesYesMediumDeterministic + AI
3.2.72Validate content supports multi-intent rankingGood layeringMediumDeterministic + AI
3.2.73Validate FAQs address both informational + commercial intentBalancedMediumDeterministic + AI
3.2.74Validate semantic coverage compared to top 5 competitors≥ competitor levelHeavyDeterministic + AI
3.2.75Validate lexicon variety (synonyms, lexemes)StrongMediumDeterministic + AI
3.2.76Validate explicit mention of user pain pointsPresentMediumDeterministic + AI
3.2.77Validate unique insights (non-generic content)PresentMediumDeterministic + AI
3.2.78Detect overuse of AI-generated fillerMinimizedMediumDeterministic + AI
3.2.79Validate high-entropy content segmentsUnique & non-derivativeHeavyDeterministic + AI
3.2.80Validate coverage of contrary viewpointsPresentHeavyDeterministic + AI
3.2.81Validate multimedia support (images/tables/examples)PresentMediumDeterministic + AI
3.2.82Validate content chunking for AI retrievalYesMediumDeterministic + AI
3.2.83Validate paragraph boundaries for embedding clarityClearMediumDeterministic + AI
3.2.84Validate inline entity linking (e.g., glossary, service pages)Good cross-linkingMediumDeterministic + AI
3.2.85Validate citation of sources (if applicable)StrongMediumDeterministic + AI
3.2.86Validate on-page experience content alignment (UX copy)ConsistentHeavyDeterministic + AI
3.2.87Validate user-task completion content (actions users want to take)HighHeavyDeterministic + AI
3.2.88Validate content not buried in collapsible sectionsVisible to crawlersMediumDeterministic + AI
3.2.89Validate content availability with JS disabledAccessibleMediumDeterministic + AI
3.2.90Compute content-depth & topicality composite score>= 90%CriticalDeterministic + AI

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