Home / Check catalog / 6. Schema, Local, Trust, Deep Audit / 6.82 Local Relevance, LLM Summarization Clarity & GEO-Semantic Signals

6.82 Local Relevance, LLM Summarization Clarity & GEO-Semantic Signals

120 checks in Schema, Local, Trust, Deep Audit. AI-assisted Scored in the Deep Audit's AI analysis pass.

Local Relevance — GEO Context, Service Area Alignment & Location Clarity

ID	Check	Passes when	Weight	Runs
6.82.01	Validate page includes clear location signals (city/region)	Clear	Critical	Deterministic + AI
6.82.02	Validate service area explicitly stated	Stated	Critical	Deterministic + AI
6.82.03	Validate content references streets, landmarks or local context	Present	Heavy	Deterministic + AI
6.82.04	Validate geo-phrases appear naturally	Natural	Heavy	Deterministic + AI
6.82.05	Detect missing geo modifiers for service queries	None	Heavy	Deterministic + AI
6.82.06	Validate consistency of city/region naming	Consistent	Medium	Deterministic + AI
6.82.07	Detect outdated geographic references	None	Medium	Deterministic + AI
6.82.08	Validate localized examples included	Included	Medium	Deterministic + AI
6.82.09	Validate local terminology/phrases appropriate	Appropriate	Medium	Deterministic + AI
6.82.10	Detect unnatural or spammy geo repetition	None	Medium	Deterministic + AI

LLM Summarization — AI Readability, GEO-Topic Clarity & Intent Alignment

ID	Check	Passes when	Weight	Runs
6.82.11	Validate page easy for AI to summarize	Summarizable	Heavy	Deterministic + AI
6.82.12	Validate summary retains local context correctly	Correct	Heavy	Deterministic + AI
6.82.13	Validate key services appear in LLM summary	Present	Heavy	Deterministic + AI
6.82.14	Detect ambiguity in main service offering	None	Medium	Deterministic + AI
6.82.15	Validate intent alignment (service vs info)	Aligned	Medium	Deterministic + AI
6.82.16	Validate location retained in summary without distortion	Retained	Medium	Deterministic + AI
6.82.17	Detect hallucination-risk phrasing (vague claims)	None	Medium	Deterministic + AI
6.82.18	Validate key differentiators appear in summary	Present	Medium	Deterministic + AI
6.82.19	Validate summaries consistent across pages	Consistent	Medium	Deterministic + AI
6.82.20	Detect missing or unclear value propositions	None	Medium	Deterministic + AI

GEO-Semantic Signals — Location Entity Binding & Regional Relevance

ID	Check	Passes when	Weight	Runs
6.82.21	Validate city/region recognized as entity by AI	Recognized	Heavy	Deterministic + AI
6.82.22	Validate service + location pairing strong	Strong	Heavy	Deterministic + AI
6.82.23	Validate nearby service areas referenced	Referenced	Medium	Deterministic + AI
6.82.24	Validate geo-entity synonyms used properly	Proper	Medium	Deterministic + AI
6.82.25	Detect conflicting location references	None	Medium	Deterministic + AI
6.82.26	Validate AI can infer correct service radius	Inferable	Medium	Deterministic + AI
6.82.27	Validate no contradictory regional info	None	Medium	Deterministic + AI
6.82.28	Validate location fits category expectations	Fit	Medium	Deterministic + AI
6.82.29	Detect misaligned geo-topics (wrong region, wrong keywords)	None	Medium	Deterministic + AI
6.82.30	Compute Local Relevance & LLM Summary Score	Finalized	Critical	Deterministic + AI

Entity Recognition — Business, Service & Location Entities

ID	Check	Passes when	Weight	Runs
6.82.31	Validate business name recognized as an entity	Recognized	Critical	Deterministic + AI
6.82.32	Validate primary service recognized as an entity	Recognized	Critical	Deterministic + AI
6.82.33	Validate location entity paired with service entity	Paired	Heavy	Deterministic + AI
6.82.34	Validate entity mentions consistent across headings	Consistent	Heavy	Deterministic + AI
6.82.35	Validate LLMs detect correct business category	Correct	Heavy	Deterministic + AI
6.82.36	Detect ambiguous business naming	None	Medium	Deterministic + AI
6.82.37	Validate brand names not confused with competitors	Clear	Medium	Deterministic + AI
6.82.38	Validate entity roles (provider/client/location) clear	Clear	Medium	Deterministic + AI
6.82.39	Detect hallucination-prone entity mismatches	None	Medium	Deterministic + AI
6.82.40	Validate entity mentions reinforced through examples	Reinforced	Medium	Deterministic + AI

Knowledge Graph Coherence — AI Entity Linking & Context Stability

ID	Check	Passes when	Weight	Runs
6.82.41	Validate content supports Knowledge Graph linking	Supportive	Heavy	Deterministic + AI
6.82.42	Validate entity relationships expressed cleanly	Clear	Heavy	Deterministic + AI
6.82.43	Validate LLMs can form accurate graph relationships	Accurate	Heavy	Deterministic + AI
6.82.44	Validate business linked to correct service type	Correct	Medium	Deterministic + AI
6.82.45	Detect missing industry context	None	Medium	Deterministic + AI
6.82.46	Validate references to known entities (brands, orgs) correct	Correct	Medium	Deterministic + AI
6.82.47	Validate linkable facts stated consistently	Consistent	Medium	Deterministic + AI
6.82.48	Detect contradictory structured vs unstructured data	None	Medium	Deterministic + AI
6.82.49	Validate entity context stable across long-form pages	Stable	Medium	Deterministic + AI
6.82.50	Validate entity grounding strong enough for AI embeddings	Strong	Medium	Deterministic + AI

Local Signal Reinforcement — GEO-Entity Binding & LLM Reliability

ID	Check	Passes when	Weight	Runs
6.82.51	Validate address references appear naturally	Natural	Heavy	Deterministic + AI
6.82.52	Validate local service claims supported by content examples	Supported	Heavy	Deterministic + AI
6.82.53	Detect irrelevant or distant location mentions	None	Medium	Deterministic + AI
6.82.54	Validate content includes contextual reasons for locality	Included	Medium	Deterministic + AI
6.82.55	Validate local trust factors (awards, years active, community ties)	Present	Medium	Deterministic + AI
6.82.56	Validate regional terminology correctly used	Correct	Medium	Deterministic + AI
6.82.57	Detect incomplete address or region references	None	Medium	Deterministic + AI
6.82.58	Validate “near me” relevance signals embedded	Embedded	Medium	Deterministic + AI
6.82.59	Validate AI can infer correct map placement	Inferable	Medium	Deterministic + AI
6.82.60	Compute Entity Consistency & Geo-Semantic Score	Finalized	Critical	Deterministic + AI

Local Service Relevance — Alignment with Primary & Secondary Offerings

ID	Check	Passes when	Weight	Runs
6.82.61	Validate primary service consistently mentioned	Consistent	Critical	Deterministic + AI
6.82.62	Validate secondary services clearly referenced	Clear	Heavy	Deterministic + AI
6.82.63	Validate service descriptions map to real offerings	Accurate	Heavy	Deterministic + AI
6.82.64	Detect service claims not supported by site content	None	Medium	Deterministic + AI
6.82.65	Validate service features explained with examples	Explained	Medium	Deterministic + AI
6.82.66	Validate user questions answered for each service	Answered	Medium	Deterministic + AI
6.82.67	Detect outdated service descriptions	None	Medium	Deterministic + AI
6.82.68	Validate AI can infer service workflow/process	Inferable	Medium	Deterministic + AI
6.82.69	Validate expert/differentiator elements present	Present	Medium	Deterministic + AI
6.82.70	Validate service content supports Local SEO categories	Supportive	Medium	Deterministic + AI

Query Matching — NLP Intent, GEO-Modifiers & User Language Patterns

ID	Check	Passes when	Weight	Runs
6.82.71	Validate content covers primary queries + geo terms	Covered	Heavy	Deterministic + AI
6.82.72	Validate long-tail question variants included	Included	Heavy	Deterministic + AI
6.82.73	Validate local modifiers (“near me”, neighborhood names) present	Present	Heavy	Deterministic + AI
6.82.74	Validate latent intent categories addressed	Addressed	Medium	Deterministic + AI
6.82.75	Validate content supports implicit task-oriented queries	Supportive	Medium	Deterministic + AI
6.82.76	Detect mismatches between user query language & site phrasing	None	Medium	Deterministic + AI
6.82.77	Validate synonyms for core services included naturally	Included	Medium	Deterministic + AI
6.82.78	Validate intent-matching phrases in headings	Present	Medium	Deterministic + AI
6.82.79	Detect gaps in query-topic coverage	None	Medium	Deterministic + AI
6.82.80	Validate answerability of commercial intent queries	High	Medium	Deterministic + AI

AI Intent Reconstruction — LLM Ability to Summarize, Classify & Rank Content

ID	Check	Passes when	Weight	Runs
6.82.81	Validate LLMs can extract correct business intent	Correct	Heavy	Deterministic + AI
6.82.82	Validate AI-generated summaries match real service offerings	Matching	Heavy	Deterministic + AI
6.82.83	Validate LLM classification: business type, service, location	Accurate	Heavy	Deterministic + AI
6.82.84	Validate content supports structured answer generation	Supportive	Medium	Deterministic + AI
6.82.85	Detect hallucination risk due to vague content sections	Low	Medium	Deterministic + AI
6.82.86	Validate headings / sections produce coherent summaries	Coherent	Medium	Deterministic + AI
6.82.87	Validate content suitable for SERP featured snippets	Suitable	Medium	Deterministic + AI
6.82.88	Validate text structure supports Q&A extraction	Supportive	Medium	Deterministic + AI
6.82.89	Validate intent indicators present (pricing, service steps, benefits)	Present	Medium	Deterministic + AI
6.82.90	Compute Local Relevance & Query Intent Alignment Score	Finalized	Critical	Deterministic + AI

Location Signals — Neighborhoods, Landmarks & GEO-Anchors

ID	Check	Passes when	Weight	Runs
6.82.91	Validate location references present (city, neighborhood)	Present	Heavy	Deterministic + AI
6.82.92	Validate landmarks or cross-streets mentioned	Mentioned	Heavy	Deterministic + AI
6.82.93	Validate content aligns with real service radius	Aligned	Heavy	Deterministic + AI
6.82.94	Validate unique regional terms included	Included	Medium	Deterministic + AI
6.82.95	Detect outdated city/region naming	None	Medium	Deterministic + AI
6.82.96	Validate business tied to correct geo-entity	Correct	Medium	Deterministic + AI
6.82.97	Validate presence of local “service area” cues	Present	Medium	Deterministic + AI
6.82.98	Detect location ambiguity	None	Medium	Deterministic + AI
6.82.99	Validate location text supports distance-decay logic	Supportive	Medium	Deterministic + AI
6.82.100	Validate geo-modifiers placed naturally in content	Natural	Medium	Deterministic + AI

GEO-Relevance — Searcher Intent, AI GEO-Match & Local Context Signals

ID	Check	Passes when	Weight	Runs
6.82.101	Validate content aligns with local search intents	Aligned	Heavy	Deterministic + AI
6.82.102	Validate local context strengthens relevance	Strong	Heavy	Deterministic + AI
6.82.103	Validate AI can infer correct city/service combination	Accurate	Heavy	Deterministic + AI
6.82.104	Validate implicit geo-cues (climate, culture, lifestyle)	Present	Medium	Deterministic + AI
6.82.105	Detect mismatched geo-region terminology	None	Medium	Deterministic + AI
6.82.106	Validate references to local regulations if relevant	Relevant	Medium	Deterministic + AI
6.82.107	Validate service examples localized to region	Localized	Medium	Deterministic + AI
6.82.108	Detect confusing multi-location signals	None	Medium	Deterministic + AI
6.82.109	Validate support for “near me” algorithmic matching	Strong	Medium	Deterministic + AI
6.82.110	Validate geo-relevance matches GBP categories	Matching	Medium	Deterministic + AI

Map-Intent AI Modeling — Coordinates, Grid Matching & Entity GEO-Fusion

ID	Check	Passes when	Weight	Runs
6.82.111	Validate content supports map-intent queries	Supportive	Heavy	Deterministic + AI
6.82.112	Validate consistent coordinate/geospatial references	Consistent	Heavy	Deterministic + AI
6.82.113	Validate service area boundaries inferable by AI	Inferable	Heavy	Deterministic + AI
6.82.114	Validate micro-location cues (districts, zones)	Present	Medium	Deterministic + AI
6.82.115	Validate LLM can resolve entity → geo → service mapping	Clear	Medium	Deterministic + AI
6.82.116	Detect geographic contradictions	None	Medium	Deterministic + AI
6.82.117	Validate local grid coverage words (east/west/north/south)	Present	Medium	Deterministic + AI
6.82.118	Validate content supports neighborhood clustering	Supportive	Medium	Deterministic + AI
6.82.119	Detect location drift (wrong city associations)	None	Medium	Deterministic + AI
6.82.120	Compute Local Geo-Relevance & Map-Intent Score	Finalized	Critical	Deterministic + AI

← 6.81 Entity Clustering, Cross-Page Alignment & Semantic Cohesion6.83 AI Overview Readiness, Factual Alignment & Answer Engine Signals →

Run these checks on your site

A Deep Audit scores every check here that applies to your page, then an AI pass of up to 150 checks. Included on Pro and Ultra, or $9 for one audit.

See plans

Machine-readable: catalog totals and the full catalog as JSON (IDs, section, weight, status).