Build pillar · Schema Audit + Remediation Agent · schema-conflict-detection skill
How to detect and resolve schema conflicts across multi-location page graphs
Per-portfolio per-banner per-page per-canonical-schema-emission source pointer + per-canonical-conflict-class-detection spec + per-canonical-same-entity-disambiguation spec + per-canonical -nested-schema-resolution spec + per-canonical-rich-result -eligibility-impact spec + per-canonical-property-reconciliation spec + per-canonical-conflict-resolution-policy spec + per -canonical-auto-remediation spec + per-canonical-per-conflict compliance overlay + per-canonical-conflict audit trail. Schema App + Yext + Merkle + RankRanger + WordLift + Yoast + Rank Math + All-in-One SEO + Schema Pro + Slim SEO + Squirrly + Smart Schema Pro + Markup JSON-LD Schema + The SEO Framework + SEOPress + Shopify theme schema + WooCommerce schema + Webflow schema + Squarespace schema ship per-account per-flat-static-template primitives. At multi-location nested-schema scale operators need per-canonical-X-per-canonical-Y vocabulary.
Published September 23, 2026 · 2,800 words
What you will build
A schema-conflict detection and resolution system on the Schema Audit + Remediation Agent that ingests JSON-LD emissions from 19+ source vendors per page, detects 9 conflict classes (class -duplication + property-value-divergence + vertical-variant -conflict + nested-schema-depth-conflict + rich-result -eligibility-blocking + Knowledge-Graph-entity-disambiguation + cross-vocabulary schema.org-vs-RDFa-vs-microdata + id-collision + sameAs-graph), disambiguates same-entity emissions across 8 identification axes (@id + sameAs + url + name + address + telephone + NAP-fuzzy-match + canonical-master-record-pointer) + Knowledge-Graph-entity-id + Wikidata-id, resolves nested schema across 9 nesting pointer types (mainEntity + isPartOf + hasPart + amenityFeature + aggregateRating + makesOffer + Organization → LocalBusiness → Place → PostalAddress → OpeningHoursSpecification), estimates rich-result eligibility impact across 16 Google rich-result types (Article + Recipe + Product + LocalBusiness + Event + FAQ + HowTo + JobPosting + Review + Video + Organization + Course + Movie + Book + Dataset + SoftwareApplication + BreadcrumbList), reconciles property values via 4 source-priority tiers (master-record -canonical + Yext-authoritative-for-NAP + Schema-App -authoritative-for-FAQ + CMS-authoritative-for-content) + freshness tiebreak + manual override, resolves conflicts via 5 action types (suppress + merge + canonicalize + flag-for -review + escalate-to-legal) with 10-model LLM-classifier ensemble, auto-remediates via PR generation with Google Rich Result Test + Schema.org Validator validation + rollback trigger on impression drop.
The per-canonical-per-conflict compliance overlay enforces Google Search Central rich result eligibility rules + Google Webmaster Guidelines + Google March 2024 helpful-content update + Google site-reputation-abuse + scaled-content-abuse + expired-domain-abuse 2024 + Lanham Act 15 USC 1125 false advertising (when conflicting property values misrepresent business hours/address/services/license-status/ABV/prescriber -required) + FTC substantiation Pfizer 1972 + FTC Endorsement Guides 2024 16 CFR Part 255 + FTC fake-review rule 2024 16 CFR Part 465 + ADA Title III Robles 9th Cir 2019 (when Place .amenityFeature claims wheelchair-accessible falsely + Lanham + ADA Title III + state UDTPA + California Unruh Act $4k per violation) + DOJ ADA Title III 2024 rulemaking + state UDAP statutes + EU AI Act Article 50 transparency + Article 5 emotional-manipulation prohibition + GDPR Article 22 right-not -to-be-subject-to-solely-automated-decision-making. Per -conflict audit trail retains per-portfolio per-banner per -page per-conflict-id per-conflict-class-detection-result per -same-entity-disambiguation-snapshot per-nested-schema -resolution-snapshot per-rich-result-eligibility-impact -estimate per-property-reconciliation-decision per-conflict -resolution-action per-auto-remediation-PR per-Google-Rich -Result-Test-validation-result per-Schema-org-Validator -validation-result per-rollback-trigger per-compliance-flag -set per-LLM-classifier-vote per-Article-22-explainability multi-signed timestamped tamper-evident hash-chained 7-year Lanham + 7-year FTC + 3-year ADA + state-AG-and-state-UDAP-and -EU-AI-Act-specific retention.
Why per-vendor Schema App account-flat-static-template breaks at portfolio scale
Schema App + Yext Pages + Merkle + RankRanger + WordLift + Yoast SEO + Rank Math + All-in-One SEO + Schema Pro + Slim SEO + Squirrly SEO + Smart Schema Pro + Markup JSON-LD Schema + The SEO Framework + SEOPress + Shopify theme schema + WooCommerce schema plugin + Webflow schema + Squarespace schema all ship per-account per-flat-static-template primitives. Each generates JSON-LD against a fixed template per page-type without awareness of other emission sources on the same page. None detects when 3 vendors emit LocalBusiness for the same store. None resolves which Restaurant vs MedicalBusiness vs LegalService variant wins. None reconciles property values across vendor emissions. None scores rich -result eligibility impact per-conflict. None auto-remediates by selecting authoritative emission source.
At multi-location portfolio scale this breaks: a 1,500 -location operator running Shopify + WordPress + Yext + Schema App + GTM emits 5-12 JSON-LD blocks per page across 4-7 competing entity references. Three vendors emit LocalBusiness for the Austin store with conflicting hours: Yext shows 9am -6pm, Schema App shows 9am-7pm, the theme template shows 8am -8pm. Google chooses one (typically deepest-nested or first -encountered), rich-result eligibility breaks, Knowledge Graph entity reconciliation surfaces wrong hours. None of the per -vendor account-flat-static-template primitives implement this per-portfolio per-banner per-page per-canonical-X-per -canonical-Y vocabulary.
What "in market" looks like vs what you must build
In market: Schema App Highlighter + Yext Pages Schema + Merkle Schema Markup Generator + RankRanger Schema Markup Checker + WordLift Knowledge Graph + Yoast Schema + Rank Math Schema + All-in-One SEO Schema + Schema Pro + Google Structured Data Testing Tool (deprecated) + Google Rich Result Test (limited to single URL) + Schema.org Validator (limited to single payload) + Bing Markup Validator + Yandex Webmaster Structured Data + Brave Search Structured Data + Structured Data Linter. Each ships forward-the-flat-template patterns appropriate for single-account schema generation. None detects 9 conflict classes across portfolio. None disambiguates same-entity emissions across 8 identification axes. None resolves nested schema across 9 nesting pointer types. None estimates rich -result eligibility impact across 16 Google rich-result types. None reconciles property values via 4 source-priority tiers + freshness tiebreak + manual override. None resolves conflicts via 5 action types with 10-model LLM-classifier ensemble. None auto-remediates via PR generation with rollback trigger. None implements Lanham Act false-advertising risk assessment when conflicting property values misrepresent business. None implements FTC Endorsement Guides + fake-review rule when AggregateRating + Review schema conflict. None implements ADA Title III Robles when Place.amenityFeature wheelchair-accessible falsely claimed. None implements EU AI Act Article 50 + Article 5 + GDPR Article 22 for LLM -classifier conflict resolution.
What you must build: per-portfolio per-banner per-page per -canonical-schema-emission-source pointer across 19+ source vendors + per-canonical-conflict-class-detection spec across 9 conflict classes + per-canonical-same-entity-disambiguation spec across 8 identification axes + per-canonical-nested -schema-resolution spec across 9 nesting pointer types + per-canonical-rich-result-eligibility-impact spec across 16 Google rich-result types + per-canonical-property -reconciliation spec across 4 source-priority tiers + per -canonical-conflict-resolution-policy spec across 5 action types + 10-model LLM-classifier ensemble + per-canonical-auto -remediation spec with PR generation + Google Rich Result Test + Schema.org Validator validation + rollback trigger + per-canonical-per-conflict compliance overlay with the 14 operationally-distinctive compliance anchors above + per -canonical-conflict audit trail with regulatory-defense retention.
How the architecture actually works
Per-portfolio per-banner per-page per-canonical-schema-emission -source pointer ingests JSON-LD emissions from 19+ source vendors (Schema App + Yext + Merkle + RankRanger + WordLift + Yoast + Rank Math + All-in-One SEO + Schema Pro + Slim SEO + Squirrly + Smart Schema Pro + Markup JSON-LD Schema + The SEO Framework + SEOPress + Shopify theme + WooCommerce plugin + Webflow + Squarespace + GTM templates + CMS plugins). The per-canonical-conflict-class-detection spec detects 9 conflict classes per page with confidence-tier + explainability.
The per-canonical-same-entity-disambiguation spec identifies entities across 8 axes (@id + sameAs + url + name + address + telephone + NAP-fuzzy-match + canonical-master-record-pointer) and resolves to Knowledge-Graph-entity-id + Wikidata-id. The per-canonical-nested-schema-resolution spec resolves nesting across 9 pointer types (mainEntity + isPartOf + hasPart + amenityFeature + aggregateRating + makesOffer + Organization → LocalBusiness → Place → PostalAddress → OpeningHoursSpecification). The per-canonical-rich-result -eligibility-impact spec estimates impact across 16 Google rich-result types + Knowledge-Graph-card + organic-CTR + revenue.
The per-canonical-property-reconciliation spec applies 4 source-priority tiers (master-record-canonical + Yext -authoritative-for-NAP + Schema-App-authoritative-for-FAQ + CMS-authoritative-for-content) + freshness tiebreak + confidence tier + manual override. The per-canonical-conflict -resolution-policy spec runs 10-model LLM-classifier ensemble (GPT-4o + Claude Opus + Sonnet + Haiku + Gemini Pro 2 + Mistral Large 2 + Cohere Command R+ + Llama 3 70B + Qwen 2 + DeepSeek V3) and selects from 5 resolution actions (suppress + merge + canonicalize + flag-for-review + escalate-to -legal-when-claims-divergent). The per-canonical-auto -remediation spec generates PR with LLM-drafted description + reviewer assignment + merge criteria + Google Rich Result Test validation + Schema.org Validator validation + staging deployment + rollback trigger on impression drop.
The per-canonical-per-conflict compliance overlay anchors every resolution in regulatory regimes: Google Search Central rich result eligibility rules + Webmaster Guidelines + March 2024 HCU + site-reputation-abuse + scaled-content-abuse + expired -domain-abuse 2024 + Lanham Act per-conflict per-Lanham-risk -assessment + FTC substantiation per-claim per-evidence + FTC Endorsement Guides per-endorser-disclosure + FTC fake-review rule per-review-authenticity-evidence + ADA Title III Robles per-amenityFeature-truthfulness + DOJ ADA Title III 2024 + state UDAP per-state per-statute + EU AI Act Article 50 per -LLM-classifier-disclosure + Article 5 anti-manipulation + GDPR Article 22 per-meaningful-information + human-review-opt -in + explainability. Per-conflict audit trail multi-signed timestamped tamper-evident hash-chained with 7-year Lanham + 7-year FTC + 3-year ADA + state-AG-and-state-UDAP-and-EU-AI -Act-specific retention.
Frequently asked
What is schema-conflict detection across multi-location page graphs — and what is the the-same-page-emits-3-LocalBusiness-blocks-with-different-hours problem?
A 1,500-location operator emits JSON-LD from many systems on the same page: Shopify emits Product schema from a theme template + Yoast/Rank Math emits Article + BreadcrumbList from WordPress + Schema App emits LocalBusiness from a manual rule + Yext emits LocalBusiness from listing sync + GTM emits Organization + a CMS plugin emits FAQPage + a review widget emits AggregateRating + a Google Tag Manager template emits Restaurant or MedicalBusiness or LegalService variant + a third-party booking widget emits Service + Reservation. Three vendors emit the same entity (LocalBusiness for the Austin store) with conflicting property values: Yext shows 9am-6pm + Schema App shows 9am-7pm + the theme template shows 8am-8pm. Google chooses one (typically the deepest-nested or first-encountered), rich-result eligibility breaks because property values diverge, Knowledge Graph entity reconciliation surfaces the wrong hours. Per-portfolio per-banner per-page per-canonical-schema-emission-source-pointer (per-Shopify-theme + per-Yoast + per-Rank-Math + per-Schema-App + per-Yext + per-WordLift + per-Merkle + per-RankRanger + per-GTM-template + per-CMS-plugin + per-review-widget + per-booking-widget + per-canonical-schema-emission-source-pointer) + per-canonical-conflict-class-detection-spec + per-canonical-same-entity-disambiguation-spec + per-canonical-nested-schema-resolution-spec + per-canonical-rich-result-eligibility-impact-spec + per-canonical-property-reconciliation-spec + per-canonical-conflict-resolution-policy-spec + per-canonical-auto-remediation-spec + per-canonical-per-conflict-compliance-overlay + per-canonical-conflict-audit-trail.
Why does per-vendor-Schema-App-canonical-account-flat-static-template break at multi-location nested-schema scale?
Per-vendor-Schema-App-canonical-account-flat-static-template ships per-account per-flat-static-template primitive — typically Schema App generates JSON-LD against a fixed template per page-type without awareness of other emission sources on the same page. Per-vendor-Yext-Pages + Merkle + RankRanger + WordLift + Yoast-SEO + Rank-Math + All-in-One-SEO + Schema-Pro + Slim-SEO + Squirrly-SEO + Smart-Schema-Pro + Markup-JSON-LD-Schema + The-SEO-Framework + SEOPress + Shopify-theme-schema + WooCommerce-schema-plugin + WordPress-CMS-schema + Webflow-schema + Squarespace-schema-canonical-account-flat-static-template ship per-vendor per-native account-flat-static-template primitives. None detects when 3 vendors emit LocalBusiness for the same store. None resolves which Restaurant vs MedicalBusiness vs LegalService variant wins when vertical-pack composition conflicts. None reconciles property values across vendor emissions when hours/address/phone/menu/services diverge. None scores rich-result eligibility impact per-conflict per-page. None auto-remediates by selecting authoritative emission source and suppressing others. None ships compliance overlay for the regulatory regimes that govern schema-bound claims. No per-canonical-schema-emission-source taxonomy, no per-canonical-conflict-class-detection-spec resolving per-class-duplication (same entity emitted N times) + per-property-value-divergence (same property different values across emissions) + per-vertical-variant-conflict (Restaurant vs LocalBusiness vs MedicalBusiness on same page) + per-nested-schema-depth-conflict (LocalBusiness nested under Organization vs standalone) + per-rich-result-eligibility-blocking-conflict (one emission has required property, another lacks it) + per-Google-Knowledge-Graph-entity-disambiguation-conflict + per-cross-vocabulary-conflict (schema.org vs RDFa vs microdata on same entity) + per-id-collision-conflict (two emissions claim same @id but describe different entities) + per-sameAs-graph-conflict (sameAs pointers contradict) + per-conflict-class-confidence-tier + per-conflict-class-explainability, no per-canonical-same-entity-disambiguation-spec resolving per-entity-identification (by @id + by sameAs + by url + by name + by address + by telephone + by NAP-fuzzy-match + by canonical-master-record-pointer) + per-entity-canonical-pointer + per-entity-Knowledge-Graph-entity-id + per-entity-Wikidata-id + per-entity-disambiguation-confidence-tier + per-entity-disambiguation-explainability, no per-canonical-nested-schema-resolution-spec resolving per-nesting-depth + per-nesting-parent-child-relationship + per-nesting-Organization-LocalBusiness-Place-PostalAddress-OpeningHoursSpecification + per-nesting-mainEntity-pointer + per-nesting-isPartOf-pointer + per-nesting-hasPart-pointer + per-nesting-amenityFeature-pointer + per-nesting-aggregateRating-pointer + per-nesting-makesOffer-pointer + per-nesting-resolution-confidence-tier + per-nesting-resolution-explainability, no per-canonical-rich-result-eligibility-impact-spec resolving per-conflict per-rich-result-eligibility-loss (per-Google-rich-result-type: Article + Recipe + Product + LocalBusiness + Event + FAQ + HowTo + JobPosting + Review + Video + Organization + Course + Movie + Book + Dataset + SoftwareApplication + BreadcrumbList) + per-conflict per-Knowledge-Graph-card-impact + per-conflict per-organic-CTR-impact-estimate + per-conflict per-revenue-impact-estimate + per-impact-confidence-tier + per-impact-explainability, no per-canonical-property-reconciliation-spec resolving per-property-source-priority (per-master-record-canonical + per-Yext-authoritative-for-NAP + per-Schema-App-authoritative-for-FAQ + per-CMS-authoritative-for-content + per-source-priority-tier) + per-property-freshness-tiebreak + per-property-confidence-tier + per-property-manual-override + per-property-reconciliation-explainability, no per-canonical-conflict-resolution-policy-spec resolving per-conflict per-resolution-action (suppress + merge + canonicalize + flag-for-review + escalate-to-legal-when-claims-divergent) + per-resolution-LLM-classifier-ensemble (per-GPT-4o + per-Claude-Opus + per-Claude-Sonnet + per-Claude-Haiku + per-Gemini-Pro-2 + per-Mistral-Large-2 + per-Cohere-Command-R+ + per-Llama-3-70B + per-Qwen-2 + per-DeepSeek-V3) + per-resolution-confidence-tier + per-resolution-explainability, no per-canonical-auto-remediation-spec resolving per-remediation-canonical-emission-selection + per-remediation-non-canonical-suppression + per-remediation-PR-template + per-remediation-PR-description-LLM-drafted + per-remediation-PR-reviewer-assignment + per-remediation-PR-merge-criteria + per-remediation-PR-Google-Rich-Result-Test-validation + per-remediation-PR-Schema-org-Validator-validation + per-remediation-rollback-trigger-on-impression-drop + per-remediation-confidence-tier, no per-canonical-per-conflict-compliance-overlay (the operationally distinctive anchor: Google Search Central rich result eligibility rules + Google March 2024 HCU + Lanham Act when conflicting property values misrepresent business + FTC substantiation Pfizer 1972 + FTC Endorsement Guides 2024 when AggregateRating + Review schema conflict + FTC fake-review rule 2024 + ADA Title III Robles when Place.amenityFeature claims wheelchair-accessible falsely + state UDAP + EU AI Act Article 50 when AI-classified conflict resolution surfaces), no per-conflict audit trail with regulatory-defense retention. At 1-account-1-flat-static-template scale per-account per-flat-static-template primitive is enough. At multi-location nested-schema scale per-canonical-schema-emission-source-pointer + per-canonical-conflict-class-detection-spec + per-canonical-same-entity-disambiguation-spec + per-canonical-nested-schema-resolution-spec + per-canonical-rich-result-eligibility-impact-spec + per-canonical-property-reconciliation-spec + per-canonical-conflict-resolution-policy-spec + per-canonical-auto-remediation-spec + per-canonical-per-conflict-compliance-overlay + per-canonical-conflict-audit-trail.
How does per-conflict-class detection + per-same-entity disambiguation + per-nested-schema resolution + per-rich-result-eligibility impact + per-property reconciliation + per-conflict-resolution policy + per-auto-remediation work?
Per-portfolio per-banner per-page per-canonical-conflict-class-detection-spec runs per-portfolio per-canonical-per-page-class-duplication-detection + per-canonical-per-page-property-value-divergence-detection + per-canonical-per-page-vertical-variant-conflict-detection + per-canonical-per-page-nested-schema-depth-conflict-detection + per-canonical-per-page-rich-result-eligibility-blocking-conflict-detection + per-canonical-per-page-Google-Knowledge-Graph-entity-disambiguation-conflict-detection + per-canonical-per-page-cross-vocabulary-conflict-detection (schema.org vs RDFa vs microdata) + per-canonical-per-page-id-collision-conflict-detection + per-canonical-per-page-sameAs-graph-conflict-detection + per-canonical-per-page-conflict-class-confidence-tier + per-canonical-per-page-conflict-class-explainability. Per-canonical-same-entity-disambiguation-spec runs per-portfolio per-canonical-per-entity-identification (by @id + by sameAs + by url + by name + by address + by telephone + by NAP-fuzzy-match + by canonical-master-record-pointer) + per-canonical-per-entity-canonical-pointer + per-canonical-per-entity-Knowledge-Graph-entity-id + per-canonical-per-entity-Wikidata-id + per-canonical-per-entity-disambiguation-confidence-tier + per-canonical-per-entity-disambiguation-explainability. Per-canonical-nested-schema-resolution-spec runs per-portfolio per-canonical-per-page-nesting-depth + per-canonical-per-page-nesting-parent-child-relationship + per-canonical-per-page-nesting-Organization-LocalBusiness-Place-PostalAddress-OpeningHoursSpecification + per-canonical-per-page-nesting-mainEntity-pointer + per-canonical-per-page-nesting-isPartOf-pointer + per-canonical-per-page-nesting-hasPart-pointer + per-canonical-per-page-nesting-amenityFeature-pointer + per-canonical-per-page-nesting-aggregateRating-pointer + per-canonical-per-page-nesting-makesOffer-pointer + per-canonical-per-page-nesting-resolution-confidence-tier + per-canonical-per-page-nesting-resolution-explainability. Per-canonical-rich-result-eligibility-impact-spec runs per-portfolio per-canonical-per-conflict-per-rich-result-eligibility-loss (across 16 rich-result types Article + Recipe + Product + LocalBusiness + Event + FAQ + HowTo + JobPosting + Review + Video + Organization + Course + Movie + Book + Dataset + SoftwareApplication + BreadcrumbList) + per-canonical-per-conflict-per-Knowledge-Graph-card-impact + per-canonical-per-conflict-per-organic-CTR-impact-estimate + per-canonical-per-conflict-per-revenue-impact-estimate + per-canonical-impact-confidence-tier + per-canonical-impact-explainability. Per-canonical-property-reconciliation-spec runs per-portfolio per-canonical-per-property-source-priority (per-master-record-canonical + per-Yext-authoritative-for-NAP + per-Schema-App-authoritative-for-FAQ + per-CMS-authoritative-for-content + per-source-priority-tier) + per-canonical-per-property-freshness-tiebreak + per-canonical-per-property-confidence-tier + per-canonical-per-property-manual-override + per-canonical-per-property-reconciliation-explainability. Per-canonical-conflict-resolution-policy-spec runs per-portfolio per-canonical-per-conflict-resolution-action (suppress + merge + canonicalize + flag-for-review + escalate-to-legal-when-claims-divergent) + per-canonical-per-conflict-LLM-classifier-ensemble (10-model) + per-canonical-per-conflict-resolution-confidence-tier + per-canonical-per-conflict-resolution-explainability. Per-canonical-auto-remediation-spec runs per-portfolio per-canonical-per-remediation-canonical-emission-selection + per-canonical-per-remediation-non-canonical-suppression + per-canonical-per-remediation-PR-template + per-canonical-per-remediation-PR-description-LLM-drafted (10-model ensemble) + per-canonical-per-remediation-PR-reviewer-assignment + per-canonical-per-remediation-PR-merge-criteria + per-canonical-per-remediation-PR-Google-Rich-Result-Test-validation + per-canonical-per-remediation-PR-Schema-org-Validator-validation + per-canonical-per-remediation-rollback-trigger-on-impression-drop + per-canonical-per-remediation-confidence-tier.
How does the per-canonical-per-conflict-compliance-overlay enforce Google policies + Lanham + FTC + ADA + state UDAP + EU AI Act?
Per-portfolio per-banner per-page per-canonical-per-conflict-compliance-overlay anchors are operationally distinct from generic schema validators: (1) Google Search Central rich result eligibility rules — when schema conflict causes rich-result eligibility loss for Article + Recipe + Product + LocalBusiness + Event + FAQ + HowTo + JobPosting + Review + Video + Organization + Course + Movie + Book + Dataset + SoftwareApplication + BreadcrumbList, the agent flags per-rich-result per-eligibility-impact + cascades to per-organic-CTR-impact + per-revenue-impact attribution. (2) Google Webmaster Guidelines — when conflict involves spam patterns (e.g., misleading structured data + invisible content + fake reviews), per-conflict per-spam-pattern-detection + per-Webmaster-Guidelines-violation-evidence per-manual-action-risk-assessment. (3) Google March 2024 helpful-content update — when conflict involves thin-content + low-EEAT + cross-vendor template proliferation, per-conflict per-HCU-fitness-score. (4) Google site-reputation-abuse + scaled-content-abuse + expired-domain-abuse 2024 — when conflict reveals third-party-content + LLM-generated-content + expired-domain patterns. (5) Lanham Act 15 USC 1125 false advertising — when conflicting property values misrepresent business (e.g., hours, address, services, license status, ABV, prescriber-required), per-conflict per-Lanham-Act-risk-assessment + per-state-UDTPA-cascade. (6) FTC substantiation Pfizer 1972 — per-conflict per-claim per-evidence per-substantiation record when conflict involves performance/efficacy claims (e.g., Product property values). (7) FTC Endorsement Guides 2024 16 CFR Part 255 — when AggregateRating + Review schema conflict involves undisclosed endorser-relationships, per-conflict per-endorser-disclosure check. (8) FTC fake-review rule 2024 16 CFR Part 465 — when Review/AggregateRating conflict involves fake-review patterns, per-conflict per-review-authenticity-evidence. (9) ADA Title III Robles 9th Cir 2019 — when Place.amenityFeature claims wheelchair-accessible falsely (a conflict between schema claim and physical accessibility), Lanham + ADA Title III + state UDTPA + California Unruh Act exposure (per-violation $4k). (10) State UDAP statutes — per-conflict per-state per-statute compliance check. (11) DOJ ADA Title III 2024 rulemaking — per-conflict per-DOJ-rulemaking compliance. (12) EU AI Act Article 50 transparency — when LLM-classifier ensemble resolves conflict, per-resolution per-AI-involvement disclosure in audit trail. (13) EU AI Act Article 5 emotional-manipulation prohibition — when conflict involves manipulative schema patterns. (14) GDPR Article 22 right-not-to-be-subject-to-solely-automated-decision-making — when EU subscriber data is involved in schema entity reconciliation, per-resolution per-meaningful-information + per-human-review-opt-in + per-explainability output. Per-conflict audit trail retains 7-year Lanham + 7-year FTC-decree + 3-year ADA Title III + state-AG-and-state-UDAP-specific + EU-AI-Act-specific retention timestamped + tamper-evident-hash-chained + multi-signed.
How does schema-conflict-detection hand off to peer skills + 10 sibling agents + maintain the per-conflict audit trail?
Per-portfolio per-banner per-page schema-conflict-detection consumes per-skill-handoff inputs from sibling skills on the same Schema Audit + Remediation Agent: schema-audit (provides per-page per-schema-class coverage + presence + malformation detection feeding conflict-class detection), jsonld-generation-from-master-record (provides per-page canonical JSON-LD baseline for comparison against vendor emissions), vertical-schema-pack-composition (provides per-vertical pack Restaurant/MedicalBusiness/LegalService/FinancialService/AutomotiveDealer variant for vertical-variant-conflict detection), rich-result-eligibility-scoring (provides per-page per-rich-result eligibility baseline feeding rich-result-eligibility-impact spec), schema-auto-remediation (consumes the conflict-resolution decision for PR generation + canonical emission selection + non-canonical suppression), schema-org-quarterly-audit (provides per-Schema-org-version drift signal feeding conflict re-evaluation when spec changes). It coordinates with 10 downstream sibling agents: per-location-page-generator (consumes per-page canonical JSON-LD output after conflict resolution), gbp-management (consumes per-location per-LocalBusiness canonical schema for GBP category alignment), citation-link-build (consumes per-location BreadcrumbList composition), brand-voice-gate (validates conflict-resolution explainability output fits brand), compliance-overlay-manager (provides per-jurisdiction overlay for Lanham + FTC + ADA + state UDAP + EU AI Act compliance), master-record-canonicalization (provides per-location canonical fact for property-source-priority resolution), integration-drift-monitor (consumes per-vendor schema-emission drift signal), inventory-attribute-canonicalization (provides per-SKU canonical Product schema), per-vendor-price-canonicalization (provides per-SKU per-vendor Offer schema), customer-data-graph (provides per-entity disambiguation pointers). Per-conflict audit trail retains per-portfolio per-banner per-page per-conflict-id per-conflict-class-detection-result per-same-entity-disambiguation-snapshot per-nested-schema-resolution-snapshot per-rich-result-eligibility-impact-estimate per-property-reconciliation-decision per-conflict-resolution-action per-auto-remediation-PR per-Google-Rich-Result-Test-validation-result per-Schema-org-Validator-validation-result per-rollback-trigger per-compliance-flag-set per-LLM-classifier-vote per-Article-22-explainability multi-signed timestamped tamper-evident-hash-chained 7-year Lanham + 7-year FTC + 3-year ADA + state-AG-and-state-UDAP-and-EU-AI-Act-specific retention.
What recurring pattern emerges across schema-conflict-detection, schema-audit, jsonld-generation-from-master-record, vertical-schema-pack-composition, rich-result-eligibility-scoring, and schema-auto-remediation?
All six skills on the Schema Audit + Remediation Agent enforce the same per-canonical-X-per-canonical-Y vocabulary applied to schema-graph decisioning. Schema-audit outputs per-canonical-per-page-per-schema-class coverage + presence + malformation. Jsonld-generation-from-master-record outputs per-canonical-per-page canonical JSON-LD baseline. Vertical-schema-pack-composition outputs per-canonical-per-vertical pack variant. Rich-result-eligibility-scoring outputs per-canonical-per-page per-rich-result eligibility. Schema-conflict-detection consumes all four and produces per-canonical-per-conflict resolution decision + per-canonical-per-page canonical emission selection. Schema-auto-remediation consumes the resolution decision and emits per-canonical-per-PR remediation. Each consolidates 15-20 vendors of per-account per-flat-static-template primitives into a per-canonical-schema-emission-source-pointer + per-canonical-conflict-class-detection-spec + per-canonical-same-entity-disambiguation-spec + per-canonical-nested-schema-resolution-spec + per-canonical-rich-result-eligibility-impact-spec + per-canonical-property-reconciliation-spec + per-canonical-conflict-resolution-policy-spec + per-canonical-auto-remediation-spec + per-canonical-per-conflict-compliance-overlay + per-canonical-conflict-audit-trail vocabulary. The recurring pattern: every vendor in the schema-markup + structured-data + SEO-plugin vendor space ships flat-static-template primitives because their commercial model targets single-account customers; at multi-location portfolio scale operators need per-portfolio per-banner per-page per-canonical-X-per-canonical-Y vocabulary with operationally distinctive compliance anchors (Google Search Central + Webmaster Guidelines + HCU + site-reputation-abuse + scaled-content-abuse + expired-domain-abuse + Lanham + FTC substantiation + FTC Endorsement Guides + FTC fake-review + ADA Title III Robles + state UDAP + DOJ ADA Title III 2024 + EU AI Act Article 50 + Article 5 + GDPR Article 22). The Completions agency builds this vocabulary as a single coordinated AI swarm so per-canonical-X-per-canonical-Y operates portfolio-wide without per-skill rewrites.
Engage Completions
Completions builds schema-conflict-detection as one skill on the Schema Audit + Remediation Agent inside a coordinated AI swarm. The swarm orchestrates 32 agents across content + paid + GBP + citations + reviews + schema + brand-voice + compliance + integration-drift + subscription-lifecycle + master-record + CS co-pilot + location-benchmarking, each consuming the per -page canonical JSON-LD output with conflict-class detection + same-entity disambiguation + nested-schema resolution + rich -result-eligibility impact + property reconciliation + conflict -resolution policy + auto-remediation + compliance overlay applied. Per-portfolio per-banner per-page per-canonical-X -per-canonical-Y vocabulary operates portfolio-wide without per-skill rewrites. Engagement starts with the AI Readiness Assessment (Tier 1, 2-3 weeks), progresses through the AI Swarm Setup Sprint (Tier 2, 4-8 weeks), and continues under Fractional CMO with AI Swarm (Tier 3, embedded executive, 1-2 days/wk, 6-month minimum).