Home / Check catalog / 9. Off-Site Signals & Reputation / 9.3 Brand Name & Entity Mentions

9.3 Brand Name & Entity Mentions

40 checks in Off-Site Signals & Reputation. AI-assisted Scored in the Deep Audit's AI analysis pass.

Brand Mention Discovery — Coverage, Frequency & Context Location

IDCheckPasses whenWeightRuns
9.3.01Detect all indexed brand name mentions across the webDetectedCriticalDeterministic + AI
9.3.02Validate mentions belong to the correct business entityCorrectCriticalDeterministic + AI
9.3.03Validate brand name mentions appear on authoritative sourcesAuthoritativeHeavyDeterministic + AI
9.3.04Detect brand mention spam or misleading usageNoneHeavyDeterministic + AI
9.3.05Validate mentions appear in relevant topical contextsRelevantHeavyDeterministic + AI
9.3.06Detect unlinked citations of the brand nameDetectedMediumDeterministic + AI
9.3.07Validate mentions occur in proximity to industry-relevant termsPresentMediumDeterministic + AI
9.3.08Validate brand name not misattributed to another entityNot misattributedMediumDeterministic + AI
9.3.09Detect misspellings or alternate name variantsMinimalMediumDeterministic + AI
9.3.10Validate mentions exist across multiple platforms (news, blogs, directories)DistributedMediumDeterministic + AI

Entity Matching — Knowledge Graph Alignment, Disambiguation & Semantic Validity

IDCheckPasses whenWeightRuns
9.3.11Validate brand entity recognized by Google/NLP systemsRecognizedCriticalDeterministic + AI
9.3.12Validate entity mentions match canonical brand attributesMatchingCriticalDeterministic + AI
9.3.13Detect entity confusion with similarly named competitorsNoneHeavyDeterministic + AI
9.3.14Validate entity context aligns with core business categoryAlignedHeavyDeterministic + AI
9.3.15Validate brand mentions include correct geographic associationsCorrectHeavyDeterministic + AI
9.3.16Validate entity embedding similarity across sourcesConsistentMediumDeterministic + AI
9.3.17Detect conflicting entity descriptions across sourcesNoneMediumDeterministic + AI
9.3.18Validate mentions support E-E-A-T entity signalsSupportiveMediumDeterministic + AI
9.3.19Detect outdated or legacy brand entity associationsNoneMediumDeterministic + AI
9.3.20Validate contextual language aligns with brand identityAlignedMediumDeterministic + AI

Brand Signal Quality — Topical Strength, Sentiment & Link Relationship

IDCheckPasses whenWeightRuns
9.3.21Validate sentiment of brand mentions majority positivePositiveHeavyDeterministic + AI
9.3.22Validate brand mentions reinforce topical authorityReinforcedHeavyDeterministic + AI
9.3.23Detect negative clusters around brand discussionsNoneMediumDeterministic + AI
9.3.24Validate mentions contain meaningful descriptive contextDescriptiveMediumDeterministic + AI
9.3.25Detect patterns of synthetic/AI-generated mentionsNoneMediumDeterministic + AI
9.3.26Validate brand associations link to correct services/productsCorrectMediumDeterministic + AI
9.3.27Validate brand mentions paired with authoritative outbound linksPresentMediumDeterministic + AI
9.3.28Detect manipulative or black-hat mention strategiesNoneMediumDeterministic + AI
9.3.29Validate brand mentions improve entity confidence scoreImprovedMediumDeterministic + AI
9.3.30Compute Brand Mention Authority & Entity Validity ScoreFinalizedCriticalDeterministic + AI

AI Citation Platform Mentions — Platform-Specific Brand Presence for AI Engine Citation

IDCheckPasses whenWeightRuns
9.3.31Detect brand name mentions on Reddit (subreddits, comments, posts)PresentHeavyDeterministic + AI
9.3.32Validate Reddit brand mentions appear in relevant niche subredditsRelevantMediumDeterministic + AI
9.3.33Validate Reddit brand mention sentiment is majority positivePositiveMediumDeterministic + AI
9.3.34Detect brand name mentions on Quora (answers, spaces)PresentHeavyDeterministic + AI
9.3.35Validate Quora brand mentions are in authoritative answers (not self-promotional)AuthoritativeMediumDeterministic + AI
9.3.36Detect brand name mentions on YouTube (video titles, descriptions, comments)PresentHeavyDeterministic + AI
9.3.37Validate YouTube brand mentions appear in educational/tutorial contentEducationalMediumDeterministic + AI
9.3.38Detect brand entity presence on Wikipedia or WikidataPresent (if notable)HeavyDeterministic + AI
9.3.39Validate brand is co-cited alongside industry peers on community platformsCo-citedMediumDeterministic + AI
9.3.40Compute AI Citation Platform Coverage Score (Reddit + Quora + YouTube + Wikipedia)FinalizedMediumDeterministic + AI

← 9.2 Citation Source Validation9.4 External Knowledge Alignment →

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