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4.7 AI-First Entity Formatting Suite

30 checks in Core Web Vitals & Performance. Automated Its subsection has a live automated checker in the engine.

IDCheckPasses whenWeightRuns
4.7.01Validate primary business entity declared within first 200 words of homepageEntity present earlyCriticalDeterministic
4.7.02Validate primary entity includes name, type, location, and descriptionComplete entity declarationCriticalDeterministic
4.7.03Validate entity description is factual and non-promotional (AI-compatible)FactualHeavyDeterministic
4.7.04Validate entity attributes are consistent across all pagesConsistentHeavyDeterministic
4.7.05Validate structured data (JSON-LD) matches visible entity contentAlignedHeavyDeterministic
4.7.06Validate entity relationships are explicitly stated (parent company, subsidiaries, founders)ExplicitHeavyDeterministic
4.7.07Validate key facts are formatted as standalone sentences (not buried in paragraphs)ExtractableMediumDeterministic
4.7.08Validate key data points use consistent formatting (dates, numbers, currencies)Consistent formatHeavyDeterministic
4.7.09Validate lists of services/products use <ul>/<ol> markup (not comma-separated prose)List markupMediumDeterministic
4.7.10Validate comparison data uses <table> markup (not paragraph descriptions)Table markupMediumDeterministic
4.7.11Validate each page has a clear topical focus (one primary entity/topic per page)FocusedHeavyDeterministic
4.7.12Validate section headings accurately describe the content below themAccurate headingsMediumDeterministic
4.7.13Validate acronyms and abbreviations are defined on first useDefinedMediumDeterministic
4.7.14Validate technical terms include inline definitions or glossary linksDefinedMediumDeterministic
4.7.15Validate contact information is in machine-parseable format (not image-only)Text-basedHeavyDeterministic
4.7.16Validate hours of operation in machine-parseable formatStructuredMediumDeterministic
4.7.17Validate address in machine-parseable format (not image or PDF)Text-basedMediumDeterministic
4.7.18Validate pricing information in machine-extractable formatStructuredMediumDeterministic
4.7.19Validate date formats are unambiguous (ISO 8601 or clearly formatted)UnambiguousMediumDeterministic
4.7.20Validate geographic coordinates available in metadata or schemaPresentMediumDeterministic
4.7.21Validate key claims have supporting evidence within the same content blockEvidence presentHeavyDeterministic
4.7.22Validate content avoids ambiguous pronouns when referencing entitiesClear referencesMediumDeterministic
4.7.23Validate page-level summary or abstract present for long-form contentSummary presentMediumDeterministic
4.7.24Validate content sections are independently comprehensible (context-complete)Self-containedMediumDeterministic
4.7.25Validate no critical information is conveyed only through imagesText alternative presentMediumDeterministic
4.7.26Validate no critical information is conveyed only through videoTranscript presentMediumDeterministic
4.7.27Validate entity attributes match Knowledge Graph entries (if entity exists)Consistent with KGMediumDeterministic
4.7.28Validate disambiguation signals present for common entity namesDisambiguatedMediumDeterministic
4.7.29Validate content readability score appropriate for target audienceAppropriate levelMediumDeterministic
4.7.30Compute AI-First Entity Formatting ScoreFinalizedHeavyDeterministic

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