Get-found swarm · Schema Audit + Remediation Agent · Rich-result-eligibility-scoring skill · Build pillar · Published August 14, 2026

How to build per-location rich-result eligibility scoring + revenue-impact estimation

This guide explains how to architect the rich-result-eligibility-scoring skill on the schema-audit-remediation agent end-to-end at multi-location rich-results-test scale: per-portfolio per-banner per-location per-page per-canonical-rich-result-class-pointer + per-canonical-eligibility-scoring-spec + per-canonical-revenue-impact-estimation-spec + per-canonical-detection-routing-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail + per-portfolio-audit-trail.

Engage the schema-audit-remediation agent See the 32-agent swarm

What you will build

Per-portfolio per-banner per-location per-page per-canonical-rich-result-class-pointer across 65+ Google rich result types — FAQ (deprecated except medical/government 2023) + HowTo (mobile-only 2023) + Article + NewsArticle + BlogPosting + Product + Offer + AggregateRating + Review snippet + Recipe + Event + Breadcrumb + VideoObject + JobPosting + Organization + LocalBusiness with 30+ sub-types (Restaurant + MedicalBusiness + LegalService + FinancialService + AutoDealer + HomeGoodsStore + DanceStudio + HealthAndBeautyBusiness + Hospital + Dentist + Physician + Pharmacy + LodgingBusiness + Hotel + RealEstateAgent + ProfessionalService + Plumber + Electrician + Locksmith + RoofingContractor + GeneralContractor + MovingCompany + ChildCare + Notary) + Speakable + Course + Dataset + Podcast + SoftwareApplication + Book + Movie + TVSeries + Restaurant Menu + Sitelinks search box + Carousel + QAPage + Mathsolver + Practice problems + Vehicle + Estimated salary + Education Q&A + ImageObject with License + Subscription paywall + Discussion forum + Profile page + Vacation rental + Loyalty program.
Per-canonical-eligibility-scoring-spec — per-required-field-presence + per-recommended-field-presence + per-field-value-compliance (per-Google-documented-constraint + per-schema.org-property-domain-range + per-type-hierarchy) + per-JSON-LD-syntax-valid + per-schema.org-type-matching + per-image-URL-accessibility-dimensions-aspect-ratio + per-itemReviewed-for-Review + per-AggregateRating-ratingValue-reviewCount-bestRating-worstRating + per-Offer-price-priceCurrency-availability-url + per-LocalBusiness-address-telephone-openingHours-geo + per-Restaurant-servesCuisine-priceRange-acceptsReservations-menu + per-per-vertical-schema-pack + per-render-mode-SSR-SSG-CSR + per-mobile-friendly-test + per-CLS-impact + per-spam-detection (fake-review + rating-gaming + keyword-stuffing-in-JSON-LD + hidden-pricing) + per-per-Google-policy-guardrail + per-eligibility-confidence-tier.
Per-canonical-revenue-impact-estimation-spec — per-baseline-organic-traffic (GSC Performance API + last 90d + last 365d + 2yr trailing) + per-CTR-uplift-by-feature (Google-published benchmark + internal benchmark + vertical Searchmetrics/Sistrix/Semrush + causal uplift CATE T/S/X/DR + CausalML + DoubleML + EconML) + per-RPV + per-conversion-rate + per-seasonal-adjustment + per-Bayesian-PyMC-Stan-NumPyro-bambi-brms-R-RStan + per-95-percent-credible-interval + per-posterior-predictive-check + per-synthetic-control + per-difference-in-differences-DiD + per-regression-discontinuity-at-Google-update-cutoff + per-Monte-Carlo-simulation + per-sensitivity-analysis + per-loss-if-drop-per-page-per-month + per-loss-if-drop-per-vertical-per-quarter + per-revenue-impact-confidence-tier + per-FBC-feedback-loop.
Per-canonical-detection-routing-spec + per-canonical-compliance-gate-spec — per-continuous-schema-audit (N-hour + N-day + on-deploy + schema.org quarterly absorption + Google policy update) + per-schema-coverage-scoring + per-schema-conflict-detection + per-rich-result-eligibility-delta (was-eligible/now-eligible/dropped-with-revenue-loss/newly-eligible-with-revenue-uplift) + per-Google-policy-violation-detection + per-schema-deprecation-tracking (FAQ + HowTo mobile-only + Speakable beta + future deprecations) + per-mobile-only-rendering-check (HowTo + Speakable) + per-quarterly-schema.org-absorption (new type + new property + deprecation + superseded-by-newer-type) + per-validation-against (Google Rich Results Test + Schema.org Validator + Search Console Performance API + Bing Markup Validator + Schema Markup Validator Schema App + JSON-LD Playground) + per-routing-tier (eligible-to-publish + drop-detected-to-CMO-Slack-plus-revenue-impact-plus-remediation + borderline-to-governance-decision-router-five-destination + policy-violation-to-block-and-flag-and-remediation) + per-multi-arm-bandit-FBC + per-detection-confidence-tier + per-Google-Structured-Data-Policy + per-Google-Rich-Results-Spam-Policy (no-fake-review + no-rating-gaming + no-auto-generated-claiming-human + no-misrepresentation + no-marked-up-not-visible + no-hidden-pricing) + per-Bing-Markup-Guidelines + per-WCAG-2.2-AA + per-ARIA + per-EAA-EN-301-549 + per-Section-508 + per-ADA-Title-III + per-FTC-substantiation + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Made-in-USA + per-FTC-Green-Guides + per-FTC-Negative-Option-ROSCA + per-FTC-MAP + per-FTC-Health-Products-Compliance-Guide + per-FTC-fake-review-rule-of-2024 (AggregateRating-must-tie-to-real-reviews + Review-must-tie-to-real-reviewer + no-incentivized-without-disclosure + no-suppression-of-negative) + per-CFPB-UDAAP + per-FDD-Item-12-LocalBusiness-territorial + per-FDD-Item-17-Item-19 + per-state-FRR + per-state-UDTPA + per-Lanham + per-Robinson-Patman + per-HIPAA-MedicalBusiness-no-PHI + per-FINRA-2210-FinancialService + per-SEC-Reg-S-K-FinancialService + per-state-bar-advertising-LegalService + per-state-professional-licensing + per-FDA-DSHEA + per-cannabis-state-board + per-alcohol-TABC-CalABC-SLA + per-CCPA-CPRA + per-GDPR-Article-6-7-17-22 + per-LGPD + per-DPDP + per-PIPEDA + per-COPPA + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-14-15 + per-Digital-Services-Act-Article-30 + per-Digital-Markets-Act + per-NIST-AI-RMF + per-ISO-42001 + per-ISO-27001 + per-SOC-2-Type-II + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code + per-compliance-confidence-tier.
Per-canonical-cross-skill-handoff + per-canonical-audit-trail — per-handoff-to-30-sibling-skills + per-per-page-canonical-audit-record + per-immutable-WORM-storage + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention + per-7-year-HIPAA-medical-record-retention + per-7-year-state-bar-record-retention + per-6-year-SEC-record-retention + per-3-year-FINRA-record-retention.

Why per-vendor-Schema-App-account-flat-rich-result-validation breaks at multi-location rich-results-test scale

Per-vendor-Schema-App-canonical-account-flat-rich-result-validation ships per-account per-flat-rich-result-validation primitive — typically an SEO plugs a URL into the Google Rich Results Test, gets a green/yellow/red report on whether the page is eligible for one or two rich-result features, and re-pastes JSON-LD into the Yoast or RankMath panel. No per-canonical-rich-result-class taxonomy across the 65+ Google-documented rich-result types, no per-page eligibility scoring resolving required-field-presence/recommended-field-presence/field-value-compliance/JSON-LD-syntax/type-hierarchy-alignment/property-domain-range/image-URL-accessibility/Restaurant-servesCuisine/LocalBusiness-geo-coordinates/mobile-friendly/CLS-impact/spam-detection/per-Google-policy-guardrails, no per-page revenue-impact estimation resolving baseline-organic-traffic-from-GSC/CTR-uplift-by-feature/RPV/conversion-rate/seasonal-adjustment/causal-uplift-CATE/Bayesian-PyMC-Stan-NumPyro-bambi/synthetic-control/difference-in-differences/regression-discontinuity-at-Google-update/Monte-Carlo-distribution/95-percent-Bayesian-credible-interval/sensitivity-analysis/loss-if-drop-per-page-per-month, no per-page detection routing with eligible-to-publish/drop-detected-to-CMO-Slack-plus-revenue-impact-plus-remediation-queue/borderline-to-governance-decision-router-five-destination/policy-violation-to-block-and-flag, no per-page compliance gate with Google-Structured-Data-Policy/Google-Rich-Results-Spam-Policy/Bing-Markup-Guidelines/WCAG-ARIA/FTC-fake-review-rule-of-2024/HIPAA-MedicalBusiness-no-PHI/FINRA-2210-FinancialService/FDD-Item-12-LocalBusiness-territorial/state-professional-licensing/ADA-Title-III/EU-AI-Act-Article-50/Digital-Services-Act-Article-30/CCPA-CPRA/GDPR-Article-6-7/COPPA/NIST-AI-RMF/ISO-42001/ISO-27001/SOC-2-Type-II enforcement, no per-page audit trail with regulatory-defense retention. Per-vendor-Yoast + RankMath + Schema-Pro + Schema-Ninja + JSON-LD-Generator + Google-Rich-Results-Test + Schema.org-Validator + Bing-Markup-Validator + Sitebulb + Screaming-Frog + OnCrawl + DeepCrawl-Lumar + Botify + JetOctopus + ContentKing-Conductor + Sistrix + Sitechecker + Ahrefs-Site-Audit + SEMrush-Site-Audit + Moz-Pro-canonical-account-flat-rich-result-validation ship per-vendor per-native account-flat-rich-result-validation primitives.

At 1-account-1-flat-rich-result-validation scale per-account per-flat-rich-result-validation primitive is enough. At multi-location rich-results-test scale per-canonical-rich-result-class-pointer + per-canonical-eligibility-scoring-spec + per-canonical-revenue-impact-estimation-spec + per-canonical-detection-routing-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail.

The FTC fake-review rule of 2024 is the most operationally distinctive constraint here for AggregateRating + Review structured data: AggregateRating must tie to real reviews, Review must tie to real reviewer, no incentivized without disclosure, no suppression of negative. Per-vendor account-flat-rich-result-validation primitives produce a green/yellow/red signal with no rule-of-2024-aware framing — they are unfit to ship for multi-location operators where one violation across 500 locations triggers FTC enforcement exposure across the portfolio.

The operator-side architecture above per-vendor-flat-rich-result-validation primitive is canonical-rich-result-class-pointer + per-eligibility-scoring-spec + per-revenue-impact-estimation-spec + per-detection-routing-spec + per-compliance-gate-spec + per-cross-skill-handoff + per-audit-trail + per-portfolio-audit-trail.

What is in market today

Per-platform per-schema-plugin-vendor

Schema App, Yoast SEO Premium, RankMath Pro, Schema Pro, Schema Ninja, JSON-LD Generator, Google Rich Results Test, Schema.org Validator, Bing Markup Validator, JSON-LD Playground. Per-account per-flat-rich-result-validation primitive. Per-canonical-rich-result-class-pointer-canonical-eligibility-scoring-canonical-revenue-impact-estimation-canonical-detection-routing-canonical-compliance-gate-canonical-audit-trail is not the primitive.

Per-platform per-crawler-site-audit-vendor

Sitebulb, Screaming Frog SEO Spider, OnCrawl, DeepCrawl/Lumar, Botify, JetOctopus, ContentKing/Conductor, Sistrix, Sitechecker, Ahrefs Site Audit, SEMrush Site Audit, Moz Pro, Searchmetrics. Per-account per-flat-site-crawl primitive (typically blind to per-page rich-result eligibility scoring + per-page revenue impact estimation + per-page Bayesian/synthetic-control/DiD + per-vertical compliance overlay semantics). Per-canonical-per-page-required-field-presence-canonical-per-page-recommended-field-presence-canonical-per-page-field-value-compliance-canonical-per-page-JSON-LD-syntax-canonical-per-page-type-hierarchy-canonical-per-page-image-URL-accessibility-canonical-per-page-itemReviewed-canonical-per-page-AggregateRating-canonical-per-page-Offer-canonical-per-page-LocalBusiness-canonical-per-page-Restaurant-canonical-per-page-per-vertical-schema-pack-canonical-per-page-render-mode-canonical-per-page-mobile-friendly-canonical-per-page-CLS-impact-canonical-per-page-spam-detection-canonical-per-page-Google-policy-guardrail is not the primitive.

Per-platform per-GSC-analytics-vendor

Search Console Performance API, Google Search Console, Bing Webmaster Tools, Looker Studio GSC connector, BigQuery GSC bulk export, Ahrefs GSC integration, SEMrush GSC integration, Searchmetrics, Sistrix. Per-account per-flat-GSC-row primitive (typically blind to per-page CTR uplift by feature + RPV + Bayesian PyMC/Stan/NumPyro/bambi + synthetic control + DiD + regression discontinuity at Google update cutoff + Monte Carlo + sensitivity analysis + loss-if-drop semantics). Per-canonical-per-page-baseline-organic-traffic-canonical-per-page-CTR-uplift-by-feature-canonical-per-page-RPV-canonical-per-page-conversion-rate-canonical-per-page-seasonal-adjustment-canonical-per-page-Bayesian-PyMC-Stan-NumPyro-bambi-canonical-per-page-synthetic-control-canonical-per-page-difference-in-differences-canonical-per-page-regression-discontinuity-canonical-per-page-Monte-Carlo-canonical-per-page-sensitivity-analysis-canonical-per-page-loss-if-drop is not the primitive.

Per-platform per-multi-location-marketing-vendor + per-GRC-vendor

Yext, SOCi, Rio SEO, Brandify, Synup, Uberall, Chatmeter, MomentFeed, Reputation.com, Birdeye, OneTrust, TrustArc, Ketch, Securiti, Privacera, Skyflow, BigID, DataGrail, Transcend, Osano, Hyperproof, Drata, Vanta, Thoropass, Tugboat Logic, Compliance.ai, Ascent RegTech. Per-account per-flat-LocalBusiness-feed-or-compliance-report primitive (typically blind to per-page Google Structured Data Policy/Rich Results Spam Policy + WCAG/ARIA/EAA + FTC fake-review rule of 2024 AggregateRating-must-tie-to-real-reviews + HIPAA MedicalBusiness no-PHI + FINRA 2210 FinancialService + state professional licensing per Plumber/Electrician/Locksmith/RoofingContractor/Notary/Physician/Dentist/Pharmacy + EU AI Act Article 50/13/14/15 + Digital Services Act Article 30 semantics). Per-canonical-per-page-Google-Structured-Data-Policy-canonical-per-page-Google-Rich-Results-Spam-Policy-canonical-per-page-Bing-Markup-Guidelines-canonical-per-page-WCAG-2.2-AA-canonical-per-page-ARIA-canonical-per-page-EAA-EN-301-549-canonical-per-page-ADA-Title-III-canonical-per-page-FTC-substantiation-canonical-per-page-FTC-fake-review-rule-of-2024-canonical-per-page-HIPAA-MedicalBusiness-no-PHI-canonical-per-page-FINRA-2210-FinancialService-canonical-per-page-state-professional-licensing-canonical-per-page-EU-AI-Act-canonical-per-page-Digital-Services-Act-Article-30-canonical-per-page-NIST-AI-RMF-canonical-per-page-ISO-42001-canonical-per-page-ISO-27001-canonical-per-page-SOC-2-Type-II is not the primitive.

How the architecture is built

Per-portfolio per-banner per-location per-page per-canonical-rich-result-class-pointer-substrate. Per-65-canonical-rich-result-class canonical-source.
Per-portfolio per-canonical-eligibility-scoring-spec. Per-required-field-presence + per-recommended-field-presence + per-field-value-compliance + per-JSON-LD-syntax + per-type-hierarchy + per-image-URL + per-itemReviewed + per-AggregateRating + per-Offer + per-LocalBusiness + per-Restaurant + per-per-vertical-schema-pack + per-render-mode + per-mobile-friendly + per-CLS-impact + per-spam-detection + per-per-Google-policy-guardrail + per-eligibility-confidence-tier canonical-eligibility.
Per-portfolio per-canonical-revenue-impact-estimation-spec. Per-baseline-organic-traffic + per-CTR-uplift-by-feature + per-RPV + per-conversion-rate + per-seasonal-adjustment + per-Bayesian-PyMC-Stan-NumPyro-bambi + per-synthetic-control + per-difference-in-differences + per-regression-discontinuity + per-Monte-Carlo-simulation + per-sensitivity-analysis + per-loss-if-drop + per-revenue-impact-confidence-tier + per-FBC-feedback-loop canonical-revenue-impact.
Per-portfolio per-canonical-detection-routing-spec. Per-continuous-schema-audit + per-schema-coverage-scoring + per-schema-conflict-detection + per-rich-result-eligibility-delta + per-Google-policy-violation-detection + per-schema-deprecation-tracking + per-mobile-only-rendering-check + per-quarterly-schema.org-absorption + per-validation-against (Rich Results Test + Schema.org Validator + Search Console Performance API + Bing Markup Validator) + per-routing-tier + per-multi-arm-bandit-FBC + per-detection-confidence-tier canonical-detection-routing.
Per-portfolio per-canonical-compliance-gate-spec. Per-Google-Structured-Data-Policy + per-Google-Rich-Results-Spam-Policy + per-Bing-Markup-Guidelines + per-WCAG-2.2-AA + per-ARIA + per-EAA-EN-301-549 + per-Section-508 + per-ADA-Title-III + per-FTC-substantiation + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Made-in-USA + per-FTC-Green-Guides + per-FTC-Negative-Option-ROSCA + per-FTC-MAP + per-FTC-Health-Products-Compliance-Guide + per-FTC-fake-review-rule-of-2024 + per-CFPB-UDAAP + per-FDD-Item-12-LocalBusiness-territorial + per-FDD-Item-17-Item-19 + per-state-FRR + per-state-UDTPA + per-Lanham + per-Robinson-Patman + per-HIPAA-MedicalBusiness-no-PHI + per-FINRA-2210-FinancialService + per-SEC-Reg-S-K-FinancialService + per-state-bar-advertising-LegalService + per-state-professional-licensing + per-FDA-DSHEA + per-cannabis-state-board + per-alcohol-TABC-CalABC-SLA + per-CCPA-CPRA + per-GDPR-Article-6-7-17-22 + per-LGPD + per-DPDP + per-PIPEDA + per-COPPA + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-14-15 + per-Digital-Services-Act-Article-30 + per-Digital-Markets-Act + per-NIST-AI-RMF + per-ISO-42001 + per-ISO-27001 + per-SOC-2-Type-II + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code canonical-compliance.
Per-portfolio per-canonical-cross-skill-handoff. Per-handoff-to-30-sibling-skills canonical-handoff.
Per-portfolio per-canonical-audit-trail + per-portfolio-audit-trail. Per-per-page-canonical-audit-record + per-immutable-WORM-storage + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention + per-7-year-HIPAA-medical-record-retention + per-7-year-state-bar-record-retention + per-6-year-SEC-record-retention + per-3-year-FINRA-record-retention canonical-audit.
Per-portfolio per-schema-audit-remediation-agent-canonical-bundle. Per-rich-result-eligibility-scoring + per-continuous-schema-audit + per-per-vertical-schema-validation + per-per-vertical-catalog-schema-validation + per-auto-compose-schema + per-jsonld-generation + per-schema-coverage-scoring + per-schema-conflict-detection + per-quarterly-schema.org-absorption canonical-bundle.
Per-portfolio per-canonical-end-to-end-SLA. Per-rich-result-class-resolve-to-eligibility-scoring-resolve-to-revenue-impact-estimation-to-detection-routing-to-compliance-gate-to-remediation-queue-to-FBC-feedback-loop-SLA canonical-end-to-end-SLA.
Per-portfolio per-canonical-end-to-end-replay. Per-eligibility-scoring-rewind + per-revenue-impact-estimation-rewind + per-detection-routing-rewind + per-compliance-gate-rewind + per-replay-confidence-tier + per-replay-explainability canonical-replay.

Frequently asked questions

What is per-location rich-result eligibility scoring + revenue-impact estimation for multi-store operators?

Per-location rich-result eligibility scoring + revenue-impact estimation runs per-portfolio per-banner per-location per-page per-canonical-rich-result-class-pointer (per-FAQ + per-HowTo-mobile-only + per-Article + per-NewsArticle + per-BlogPosting + per-Product + per-Offer + per-AggregateRating + per-Review-snippet + per-Recipe + per-Event + per-Breadcrumb + per-VideoObject + per-JobPosting + per-Organization + per-LocalBusiness + per-LocalBusiness-Restaurant + per-LocalBusiness-MedicalBusiness + per-LocalBusiness-LegalService + per-LocalBusiness-FinancialService + per-LocalBusiness-AutoDealer + per-LocalBusiness-HomeGoodsStore + per-LocalBusiness-DanceStudio + per-LocalBusiness-HealthAndBeautyBusiness + per-LocalBusiness-Hospital + per-LocalBusiness-Dentist + per-LocalBusiness-Physician + per-LocalBusiness-Pharmacy + per-LocalBusiness-LodgingBusiness + per-LocalBusiness-Hotel + per-LocalBusiness-RealEstateAgent + per-LocalBusiness-ProfessionalService + per-LocalBusiness-Plumber + per-LocalBusiness-Electrician + per-LocalBusiness-Locksmith + per-LocalBusiness-RoofingContractor + per-LocalBusiness-GeneralContractor + per-LocalBusiness-MovingCompany + per-LocalBusiness-ChildCare + per-LocalBusiness-Notary + per-Speakable + per-Course + per-Dataset + per-Podcast + per-SoftwareApplication + per-Book + per-Movie + per-TVSeries + per-Restaurant-Menu + per-Sitelinks-search-box + per-Carousel + per-QAPage + per-Mathsolver + per-Practice-problems + per-Vehicle + per-Estimated-salary + per-Education-QA + per-ImageObject-with-License + per-Subscription-paywall + per-Discussion-forum + per-Profile-page + per-Vacation-rental + per-Loyalty-program + per-canonical-rich-result-class) + per-canonical-eligibility-scoring-spec + per-canonical-revenue-impact-estimation-spec + per-canonical-detection-routing-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail + per-portfolio-audit-trail.

Why does per-vendor-Schema-App-canonical-account-flat-rich-result-validation break at multi-location rich-results-test scale?

Per-vendor-Schema-App-canonical-account-flat-rich-result-validation ships per-account per-flat-rich-result-validation primitive — typically an SEO plugs a URL into the Google Rich Results Test, gets a green/yellow/red report on whether the page is eligible for one or two rich-result features, and re-pastes JSON-LD into the Yoast or RankMath panel. No per-canonical-rich-result-class taxonomy across the 35+ Google-documented rich-result types, no per-page eligibility scoring resolving required-field-presence / recommended-field-presence / field-value-compliance / JSON-LD-syntax / type-hierarchy-alignment / property-domain-range / image-URL-accessibility / Restaurant-servesCuisine / LocalBusiness-geo-coordinates / mobile-friendly / CLS-impact / spam-detection / per-Google-policy-guardrails, no per-page revenue-impact estimation resolving baseline-organic-traffic-from-GSC / CTR-uplift-by-feature / RPV / conversion-rate / seasonal-adjustment / causal-uplift-CATE / Bayesian-PyMC-Stan-NumPyro-bambi / synthetic-control / difference-in-differences / regression-discontinuity-at-Google-update / Monte-Carlo-distribution / 95-percent-Bayesian-credible-interval / sensitivity-analysis / loss-if-drop-per-page-per-month, no per-page detection routing with eligible-to-publish / drop-detected-to-CMO-Slack-plus-revenue-impact-plus-remediation-queue / borderline-to-governance-decision-router-five-destination / policy-violation-to-block-and-flag, no per-page compliance gate with Google-Structured-Data-Policy / Google-Rich-Results-Spam-Policy / Bing-Markup-Guidelines / WCAG-ARIA / FTC-fake-review-rule-of-2024 / HIPAA-MedicalBusiness-no-PHI / FINRA-2210-FinancialService / FDD-Item-12-LocalBusiness-territorial / state-professional-licensing / ADA-Title-III / EU-AI-Act-Article-50 / Digital-Services-Act-Article-30 / CCPA-CPRA / GDPR-Article-6-7 / COPPA / NIST-AI-RMF / ISO-42001 / ISO-27001 / SOC-2-Type-II enforcement, no per-page audit trail with regulatory-defense retention. Per-vendor-Yoast + RankMath + Schema-Pro + Schema-Ninja + JSON-LD-Generator + Google-Rich-Results-Test + Schema.org-Validator + Bing-Markup-Validator + Sitebulb + Screaming-Frog + OnCrawl + DeepCrawl-Lumar + Botify + JetOctopus + ContentKing-Conductor + Sistrix + Sitechecker + Ahrefs-Site-Audit + SEMrush-Site-Audit + Moz-Pro-canonical-account-flat-rich-result-validation ship per-vendor per-native account-flat-rich-result-validation primitives. At 1-account-1-flat-rich-result-validation scale per-account per-flat-rich-result-validation primitive is enough. At multi-location rich-results-test scale per-canonical-rich-result-class-pointer + per-canonical-eligibility-scoring-spec + per-canonical-revenue-impact-estimation-spec + per-canonical-detection-routing-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail.

How does per-page eligibility-scoring + per-page revenue-impact-estimation work?

Per-portfolio per-banner per-location per-page per-canonical-eligibility-scoring-spec runs per-portfolio per-canonical-per-page-required-field-presence + per-canonical-per-page-recommended-field-presence + per-canonical-per-page-field-value-compliance (per-Google-documented-constraint + per-schema.org-property-domain-range + per-schema.org-type-hierarchy) + per-canonical-per-page-JSON-LD-syntax-valid + per-canonical-per-page-schema.org-type-matching-no-fake-types + per-canonical-per-page-image-URL-accessibility + per-canonical-per-page-image-dimensions + per-canonical-per-page-image-aspect-ratio + per-canonical-per-page-itemReviewed-presence-for-Review + per-canonical-per-page-AggregateRating-ratingValue-reviewCount-bestRating-worstRating + per-canonical-per-page-Offer-price-priceCurrency-availability-url + per-canonical-per-page-LocalBusiness-address-fields-telephone-openingHours-geo-coordinates + per-canonical-per-page-Restaurant-servesCuisine-priceRange-acceptsReservations-menu + per-canonical-per-page-per-vertical-schema-pack (per-MedicalBusiness + per-Restaurant + per-LegalService + per-FinancialService + per-AutoDealer + per-Plumber + per-Electrician + per-Locksmith + per-RoofingContractor + per-GeneralContractor + per-MovingCompany + per-ChildCare) + per-canonical-per-page-render-mode (per-server-side-prerender + per-static-generation + per-client-side-hydration + per-rich-result-detection-impact) + per-canonical-per-page-mobile-friendly-test + per-canonical-per-page-Cumulative-Layout-Shift-impact + per-canonical-per-page-spam-detection (per-fake-review + per-rating-gaming + per-keyword-stuffing-in-JSON-LD + per-hidden-pricing) + per-canonical-per-page-per-Google-policy-guardrail + per-canonical-per-page-eligibility-confidence-tier + per-canonical-per-page-eligibility-explainability. Per-canonical-revenue-impact-estimation-spec runs per-portfolio per-canonical-per-page-baseline-organic-traffic (per-GSC-Search-Console-Performance-API + per-last-90-days + per-last-365-days + per-2-year-trailing) + per-canonical-per-page-CTR-uplift-by-feature (per-Google-published-benchmark + per-internal-benchmark-from-historical-deploy + per-vertical-benchmark-from-Searchmetrics-Sistrix-Semrush + per-causal-uplift-CATE-T-S-X-DR-learner + per-CausalML + per-DoubleML + per-EconML) + per-canonical-per-page-revenue-per-visit-RPV + per-canonical-per-page-conversion-rate + per-canonical-per-page-seasonal-adjustment + per-canonical-per-page-Bayesian-revenue-impact (per-PyMC + per-Stan + per-NumPyro + per-bambi + per-brms-R + per-RStan + per-95-percent-credible-interval + per-posterior-predictive-check) + per-canonical-per-page-synthetic-control + per-canonical-per-page-difference-in-differences-DiD + per-canonical-per-page-regression-discontinuity-at-Google-update-cutoff + per-canonical-per-page-Monte-Carlo-simulation-of-revenue-distribution + per-canonical-per-page-sensitivity-analysis + per-canonical-per-page-loss-if-drop-per-page-per-month + per-canonical-per-page-loss-if-drop-per-vertical-per-quarter + per-canonical-per-page-revenue-impact-confidence-tier + per-canonical-per-page-revenue-impact-explainability + per-canonical-per-page-FBC-feedback-loop (per-realized-vs-predicted-rich-result-presence + per-realized-vs-predicted-CTR-uplift + per-realized-vs-predicted-revenue-uplift + per-pattern-learning + per-multi-arm-bandit-regret + per-recalibration).

What does per-page detection-routing + per-page compliance-gate do?

Per-portfolio per-banner per-location per-page per-canonical-detection-routing-spec runs per-portfolio per-canonical-per-page-continuous-schema-audit (per-N-hour-recrawl + per-N-day-recrawl + per-on-deploy-recrawl + per-on-schema.org-quarterly-absorption-recrawl + per-on-Google-policy-update-recrawl) + per-canonical-per-page-schema-coverage-scoring + per-canonical-per-page-schema-conflict-detection (per-multiple-LocalBusiness-on-one-page + per-conflicting-Restaurant-cuisine + per-conflicting-Offer-price + per-conflicting-AggregateRating-ratingValue + per-conflicting-LocalBusiness-geo-coordinate) + per-canonical-per-page-rich-result-eligibility-delta (per-was-eligible + per-now-eligible + per-dropped-with-revenue-loss-estimate + per-newly-eligible-with-revenue-uplift-estimate) + per-canonical-per-page-Google-policy-violation-detection + per-canonical-per-page-schema-deprecation-tracking (per-FAQ-deprecation-except-medical-government-as-of-2023 + per-HowTo-mobile-only-as-of-2023 + per-Speakable-beta + per-future-deprecations) + per-canonical-per-page-mobile-only-rendering-check (per-HowTo + per-Speakable) + per-canonical-per-page-quarterly-schema.org-absorption (per-new-type + per-new-property + per-deprecation + per-superseded-by-newer-type) + per-canonical-per-page-validation-against (per-Google-Rich-Results-Test + per-Schema.org-Validator + per-Search-Console-Performance-API + per-Bing-Markup-Validator + per-Schema-Markup-Validator-Schema-App + per-JSON-LD-Playground) + per-canonical-per-page-routing-tier (per-eligible-to-publish-and-monitor + per-drop-detected-to-CMO-Slack-plus-revenue-impact-plus-remediation-queue + per-borderline-to-governance-decision-router-five-destination + per-policy-violation-to-block-and-flag-and-remediation) + per-canonical-per-page-multi-arm-bandit-FBC + per-canonical-per-page-detection-confidence-tier + per-canonical-per-page-detection-explainability. Per-canonical-compliance-gate-spec runs per-portfolio per-canonical-per-page-Google-Structured-Data-Policy + per-canonical-per-page-Google-Rich-Results-Spam-Policy (per-no-fake-review + per-no-rating-gaming + per-no-auto-generated-content-claiming-human + per-no-misrepresentation + per-no-marked-up-content-not-visible-to-users + per-no-hidden-pricing-or-availability) + per-canonical-per-page-Bing-Markup-Guidelines + per-canonical-per-page-WCAG-2.2-AA + per-canonical-per-page-ARIA + per-canonical-per-page-EAA-EN-301-549 + per-canonical-per-page-Section-508 + per-canonical-per-page-ADA-Title-III + per-canonical-per-page-FTC-substantiation + per-canonical-per-page-FTC-MARS + per-canonical-per-page-FTC-AI-disclosure + per-canonical-per-page-FTC-endorsement-guides + per-canonical-per-page-FTC-Made-in-USA + per-canonical-per-page-FTC-Green-Guides + per-canonical-per-page-FTC-Negative-Option-ROSCA + per-canonical-per-page-FTC-MAP + per-canonical-per-page-FTC-Health-Products-Compliance-Guide + per-canonical-per-page-FTC-fake-review-rule-of-2024 (per-AggregateRating-must-tie-to-real-reviews + per-Review-must-tie-to-real-reviewer + per-no-incentivized-without-disclosure + per-no-suppression-of-negative) + per-canonical-per-page-CFPB-UDAAP + per-canonical-per-page-FDD-Item-12-LocalBusiness-territorial + per-canonical-per-page-FDD-Item-17-Item-19 + per-canonical-per-page-state-FRR + per-canonical-per-page-state-UDTPA + per-canonical-per-page-Lanham + per-canonical-per-page-Robinson-Patman + per-canonical-per-page-HIPAA-MedicalBusiness-no-PHI (per-Physician-Dentist-Pharmacy-Hospital-no-PHI-in-JSON-LD + per-Safe-Harbor-de-identification + per-no-patient-name + per-no-condition + per-no-treatment) + per-canonical-per-page-FINRA-2210-FinancialService + per-canonical-per-page-SEC-Reg-S-K-FinancialService + per-canonical-per-page-state-bar-advertising-LegalService + per-canonical-per-page-state-professional-licensing (per-Plumber + per-Electrician + per-Locksmith + per-RoofingContractor + per-GeneralContractor + per-MovingCompany + per-Notary + per-Physician + per-Dentist + per-Pharmacy + per-MedicalBusiness + per-LegalService) + per-canonical-per-page-FDA-DSHEA-if-MedicalBusiness-promotes-supplement + per-canonical-per-page-cannabis-state-board + per-canonical-per-page-alcohol-TABC-CalABC-SLA + per-canonical-per-page-CCPA-CPRA + per-canonical-per-page-GDPR-Article-6-7-17-22 + per-canonical-per-page-LGPD + per-canonical-per-page-DPDP + per-canonical-per-page-PIPEDA + per-canonical-per-page-COPPA + per-canonical-per-page-EU-AI-Act-Article-50-transparency + per-canonical-per-page-EU-AI-Act-Article-13-14-15 + per-canonical-per-page-Digital-Services-Act-Article-30 + per-canonical-per-page-Digital-Markets-Act + per-canonical-per-page-NIST-AI-RMF + per-canonical-per-page-ISO-42001 + per-canonical-per-page-ISO-27001 + per-canonical-per-page-SOC-2-Type-II + per-canonical-per-page-OPA-Rego-AWS-Cedar-Casbin-Cerbos-Oso-policy-as-code + per-canonical-per-page-compliance-confidence-tier + per-canonical-per-page-compliance-explainability.

What does per-page cross-skill-handoff + per-schema-audit-remediation-agent-canonical-bundle do?

Per-portfolio per-page per-canonical-per-page-cross-skill-handoff runs per-portfolio per-canonical-per-page-handoff-to-rich-result-eligibility-scoring (parent commercial pillar at /rich-result-eligibility-scoring) + per-canonical-per-page-handoff-to-schema-audit-remediation (parent agent) + per-canonical-per-page-handoff-to-continuous-schema-audit (sibling skill on schema-audit-remediation agent) + per-canonical-per-page-handoff-to-per-vertical-schema-validation (sibling skill on schema-audit-remediation agent) + per-canonical-per-page-handoff-to-auto-compose-schema (sibling skill on schema-audit-remediation agent) + per-canonical-per-page-handoff-to-per-vertical-catalog-schema-validation (sibling skill on schema-audit-remediation agent) + per-canonical-per-page-handoff-to-jsonld-generation (sibling skill on schema-audit-remediation agent) + per-canonical-per-page-handoff-to-jsonld-generation-build-pillar (sibling build-pillar at /how-to-build-17-schema-class-jsonld-generation-from-master-record) + per-canonical-per-page-handoff-to-multi-location-seo-architecture + per-canonical-per-page-handoff-to-franchise-local-seo-orchestration + per-canonical-per-page-handoff-to-url-hierarchy-authoring + per-canonical-per-page-handoff-to-canonical-tag-management + per-canonical-per-page-handoff-to-orphan-page-detection + per-canonical-per-page-handoff-to-title-rewrite-tracking + per-canonical-per-page-handoff-to-ai-overview-tracking + per-canonical-per-page-handoff-to-seo-alerts + per-canonical-per-page-handoff-to-tiered-pre-filter-deterministic-gates-build-pillar (sibling build-pillar at /how-to-build-tiered-pre-filter-deterministic-gates-for-ai-content-compliance) + per-canonical-per-page-handoff-to-marketing-ai-autonomy-profile-configuration-build-pillar + per-canonical-per-page-handoff-to-master-record-build-pillar + per-canonical-per-page-handoff-to-per-jurisdiction-compliance-multi-state-franchise-build-pillar + per-canonical-per-page-handoff-to-foot-traffic-integration-build-pillar + per-canonical-per-page-handoff-to-event-tie-in-drafting-build-pillar + per-canonical-per-page-handoff-to-cs-agent-assist-build-pillar + per-canonical-per-page-handoff-to-per-location-dynamic-content-build-pillar + per-canonical-per-page-handoff-to-per-location-per-cohort-two-sigma-anomaly-detection-build-pillar (sibling build-pillar at /how-to-build-per-location-per-cohort-two-sigma-anomaly-detection) + per-canonical-per-page-handoff-to-marketing-mix-modeling + per-canonical-per-page-handoff-to-attribution-analysis + per-canonical-per-page-handoff-to-customer-journey-tracking + per-canonical-per-page-handoff-to-five-destination-routing (sibling skill on governance-decision-router agent) + per-canonical-per-page-handoff-to-borderline-routing + per-canonical-per-page-handoff-to-fbc-override-learning + per-canonical-per-page-handoff-to-multi-dimensional-threshold-routing + per-canonical-per-page-handoff-to-brand-voice-management + per-canonical-per-page-handoff-to-forbidden-phrase-library + per-canonical-per-page-handoff-to-claims-allowlist-substantiation. Per-schema-audit-remediation-agent-canonical-bundle integrates the rich-result-eligibility-scoring skill with sibling skills on the same schema-audit-remediation agent: per-canonical-rich-result-eligibility-scoring (this skill) + per-canonical-continuous-schema-audit + per-canonical-per-vertical-schema-validation + per-canonical-per-vertical-catalog-schema-validation + per-canonical-auto-compose-schema + per-canonical-jsonld-generation + per-canonical-schema-coverage-scoring + per-canonical-schema-conflict-detection + per-canonical-quarterly-schema.org-absorption. Per-canonical-end-to-end-SLA runs per-canonical-per-page-rich-result-class-resolve-to-eligibility-scoring-resolve-to-revenue-impact-estimation-to-detection-routing-to-compliance-gate-to-remediation-queue-to-FBC-feedback-loop-SLA canonical-SLA.

What does per-page audit-trail + per-canonical-end-to-end-replay do?

Per-portfolio per-page per-canonical-audit-trail runs per-portfolio per-canonical-per-page-canonical-audit-record (per-page-ID + per-banner-pointer + per-location-pointer + per-canonical-rich-result-class-snapshot + per-required-field-presence-snapshot + per-recommended-field-presence-snapshot + per-field-value-compliance-snapshot + per-JSON-LD-syntax-snapshot + per-type-hierarchy-snapshot + per-image-URL-snapshot + per-itemReviewed-snapshot + per-AggregateRating-snapshot + per-Offer-snapshot + per-LocalBusiness-snapshot + per-Restaurant-snapshot + per-per-vertical-schema-pack-snapshot + per-render-mode-snapshot + per-mobile-friendly-test-snapshot + per-CLS-impact-snapshot + per-spam-detection-snapshot + per-Google-policy-guardrail-snapshot + per-eligibility-confidence-tier-snapshot + per-baseline-organic-traffic-snapshot + per-CTR-uplift-by-feature-snapshot + per-RPV-snapshot + per-conversion-rate-snapshot + per-seasonal-adjustment-snapshot + per-Bayesian-PyMC-Stan-NumPyro-bambi-snapshot + per-synthetic-control-snapshot + per-difference-in-differences-snapshot + per-regression-discontinuity-snapshot + per-Monte-Carlo-snapshot + per-sensitivity-analysis-snapshot + per-loss-if-drop-snapshot + per-revenue-impact-confidence-tier-snapshot + per-continuous-schema-audit-snapshot + per-schema-coverage-snapshot + per-schema-conflict-detection-snapshot + per-rich-result-eligibility-delta-snapshot + per-Google-policy-violation-snapshot + per-schema-deprecation-tracking-snapshot + per-mobile-only-rendering-check-snapshot + per-quarterly-schema.org-absorption-snapshot + per-validation-target-snapshot + per-routing-tier-snapshot + per-multi-arm-bandit-FBC-snapshot + per-detection-confidence-tier-snapshot + per-Google-Structured-Data-Policy-snapshot + per-Google-Rich-Results-Spam-Policy-snapshot + per-Bing-Markup-Guidelines-snapshot + per-WCAG-2.2-AA-snapshot + per-ARIA-snapshot + per-EAA-EN-301-549-snapshot + per-Section-508-snapshot + per-ADA-Title-III-snapshot + per-FTC-substantiation-snapshot + per-FTC-MARS-snapshot + per-FTC-AI-disclosure-snapshot + per-FTC-endorsement-guides-snapshot + per-FTC-Made-in-USA-snapshot + per-FTC-Green-Guides-snapshot + per-FTC-Negative-Option-ROSCA-snapshot + per-FTC-MAP-snapshot + per-FTC-Health-Products-Compliance-Guide-snapshot + per-FTC-fake-review-rule-of-2024-snapshot + per-CFPB-UDAAP-snapshot + per-FDD-Item-12-Item-17-Item-19-snapshot + per-state-FRR-snapshot + per-state-UDTPA-snapshot + per-Lanham-snapshot + per-Robinson-Patman-snapshot + per-HIPAA-MedicalBusiness-no-PHI-snapshot + per-FINRA-2210-FinancialService-snapshot + per-SEC-Reg-S-K-FinancialService-snapshot + per-state-bar-advertising-LegalService-snapshot + per-state-professional-licensing-snapshot + per-FDA-DSHEA-snapshot + per-cannabis-state-board-snapshot + per-alcohol-TABC-CalABC-SLA-snapshot + per-CCPA-CPRA-snapshot + per-GDPR-Article-6-7-17-22-snapshot + per-LGPD-snapshot + per-DPDP-snapshot + per-PIPEDA-snapshot + per-COPPA-snapshot + per-EU-AI-Act-Article-50-snapshot + per-EU-AI-Act-Article-13-14-15-snapshot + per-Digital-Services-Act-Article-30-snapshot + per-Digital-Markets-Act-snapshot + per-NIST-AI-RMF-snapshot + per-ISO-42001-snapshot + per-ISO-27001-snapshot + per-SOC-2-Type-II-snapshot + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-snapshot + per-compliance-confidence-tier-snapshot + per-canonical-audit-record) + per-canonical-immutable-WORM-storage + per-canonical-7-year-IRS-tax-retention + per-canonical-7-year-FTC-substantiation-retention + per-canonical-7-year-HIPAA-medical-record-retention + per-canonical-7-year-state-bar-record-retention + per-canonical-6-year-SEC-record-retention + per-canonical-3-year-FINRA-record-retention. Per-canonical-end-to-end-replay runs per-portfolio per-canonical-per-page-eligibility-scoring-rewind + per-canonical-per-page-revenue-impact-estimation-rewind + per-canonical-per-page-detection-routing-rewind + per-canonical-per-page-compliance-gate-rewind + per-canonical-per-page-replay-confidence-tier + per-canonical-per-page-replay-explainability.

Engage the schema-audit-remediation agent

Per-portfolio per-banner per-location per-page per-canonical-rich-result-class-pointer + per-canonical-eligibility-scoring-spec + per-canonical-revenue-impact-estimation-spec + per-canonical-detection-routing-spec + per-canonical-compliance-gate-spec + per-canonical-audit-trail + per-portfolio-audit-trail shipped as the orchestration layer above your existing per-schema-plugin-vendor + per-crawler-site-audit-vendor + per-GSC-analytics-vendor + per-multi-location-marketing-vendor + per-GRC-vendor primitive.

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