Completions

Done-for-you offer · Fractional CMO with AI Swarm · schema-conflict 4-skill bundle · schema-conflict agent

Schema conflict detection for multi-unit franchise, multi-location service brand, multi-location retail, multi-location healthcare, DTC ecommerce, and PE- sponsored portfolio operators — Sample + Compare + Diagnose + Attest 4-skill bundle on the schema-conflict agent, under a 5-anchor compliance overlay anchored on Google Search Essentials + Google Rich Results eligibility evolution + Bing Webmaster Guidelines + Schema.org + per-platform Terms, per-platform listing terms (Google Business Profile + Google Maps Platform + Apple Business Connect + Apple MapKit + Yelp Fusion + Bing Places + Foursquare Places), FTC + Endorsement Guides + Fake Review Rule when AggregateRating + Review + Lanham + per-state UDAP + per-vertical + per-state attorney comparative when schema drives operator-facing claims, ADA + WCAG + Core Web Vitals + EU EAA + per- state language access, and NIST AI RMF + EU AI Act Article 50 + per-vendor LLM zero-retention

You detect schema conflicts across per-location operator- rendered schema (LocalBusiness + per-vertical type) vs per-location-listing-source-of-truth (Yext + Uberall + Birdeye + Synup + SOCi + LocalIQ) vs per-platform listing source-of-truth (Google Business Profile + Apple Business Connect + Yelp Fusion + Bing Places + Foursquare Places). Conflict classes include per-location-name conflict + per-location-address conflict + per-location- phone conflict + per-location-URL conflict + per- location-hours conflict + per-location-category conflict + per-location-payment-accepted conflict + per-location- AggregateRating-source conflict + per-location- AggregateRating-count-mismatch + per-location- AggregateRating-value-mismatch + per-location-Review- source conflict + per-location-Review-text-mismatch + per-location-amenities-mismatch + per-vertical-required- property-mismatch + per-location-image-mismatch. Root- cause diagnosis covers operator-internal source-of- truth update lag + per-location-listing-update lag + per-platform-listing-update lag + per-vendor-sync- failure + per-platform-Terms-change + per-vertical-type- eligibility-evolution. When AggregateRating + Review schemas appear, FTC Section 5 + FTC Endorsement Guides + FTC Fake Review Rule (effective October 2024) + FTC Made-in-USA Labeling Rule + Lanham Act + per-state UDAP + per-state attorney comparative-advertising apply. When schema drives operator-facing claims, per-vertical product-claim regulator (FDA OPDP + DEA + DISCUS + + FDA CTP + FTC Health Products + state insurance + state real-estate + state medical-board) applies. ADA Title III + WCAG 2.2 AA + Core Web Vitals + Robles v Dominos (9th Cir 2019) + Gil v Winn-Dixie (11th Cir 2021) + DOJ Final Rule (April 2024) + EU EAA (effective June 28, 2025) + per-state language access apply on schema-driven content. NIST AI RMF + ISO 42001 + EU AI Act (Regulation 2024/1689) Article 13 + Article 14 + Article 50 + per-vendor LLM zero-retention apply when AI summarizes schema conflict. CCPA + GDPR + DSA + COPPA + AADC + cookie consent apply broadly. The schema, per-location-listing, per-platform listing, structured-data testing, Google + Bing Webmaster, and crawler vendors below ship strong primitives. The orchestration above them is operator-side architecture. You keep all subscriptions, posture libraries, registers, and audit trail. You keep the ability to in-house at any time.

Published October 24, 2026

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The real ecosystem this sits above

Schema rendering + per-location-listing + per- platform listing

Schema rendering: Schema App, WordPress Yoast, RankMath, WP Schema Pro, Sanity schema. Per-location- listing: Yext, Uberall, Birdeye, Synup, SOCi, LocalIQ. Per-platform listing: Google Business Profile, Google Maps Platform, Apple Business Connect, Apple MapKit, Yelp Fusion, Bing Places, Foursquare Places. Each ships strong primitives. Per-class conflict- classification taxonomy + per-class diagnostic root- cause register + per-class remediation-recommendation playbook above them is operator-side architecture.

Structured-data testing + GSC + Bing Webmaster + crawler

Structured-data testing: Google Rich Results Test, Schema.org Validator, Schema Markup Validator, WebPageTest, Lighthouse. Google Search Console: Rich Results report, URL Inspection tool. Bing Webmaster Tools: URL Inspection with rich-result feedback. Crawler: Screaming Frog, Sitebulb, Botify, Lumar, OnCrawl, JetOctopus. Each ships strong primitives. Per-Google-policy-tracker + per-Bing-policy-tracker + per-Schema.org-version-tracker register + per- platform listing terms posture register + AggregateRating + Review compliance flow under FTC Fake Review Rule + FTC + Endorsement Guides + Lanham + per-state UDAP + per-vertical + per-state attorney comparative posture + ADA + WCAG + Core Web Vitals + EU EAA + per-state language access posture + EU AI Act Article 50 marking + per-vendor LLM zero-retention above them is operator-side architecture.

Policy-as-code + WORM + legal research

Policy-as-code: OPA Rego, AWS Cedar, Casbin, Cerbos, Oso. WORM: AWS S3 Object Lock, GCS retention, Azure Blob immutable, Snowflake Time Travel. Legal: Westlaw, Lexis+, Bloomberg Law, Practical Law. Each ships strong primitives. The 5-anchor compliance gate is operator-side architecture.

Frequently asked

What does schema conflict detection deliver, and how does the 4-skill bundle decompose?

An orchestration layer above the operator schema-graph + per-location-listing + per-platform listing + structured-data testing + Google Search Console + Bing Webmaster Tools + crawler + policy-as-code + WORM-storage stack that detects schema conflicts across per-location operator-rendered schema (LocalBusiness + per-vertical type) vs per-location-listing-source-of-truth (Yext + Uberall + Birdeye + Synup + SOCi + LocalIQ) vs per-platform listing source-of-truth (Google Business Profile + Apple Business Connect + Yelp Fusion + Bing Places + Foursquare Places) under operator-counsel-and-marketing-team-and-SEO-team-and-engineering-team-and-AI-governance-team-approved Google Search Essentials + Google Rich Results eligibility evolution + Bing Webmaster Guidelines + Schema.org open standard governance + per-platform Terms + per-platform listing terms + FTC + Endorsement Guides + Fake Review Rule + Lanham + per-state UDAP + per-vertical + per-state attorney comparative when schema drives operator-facing claims + ADA + WCAG + Core Web Vitals + EU EAA + per-state language access + NIST AI RMF + EU AI Act Article 50 + per-vendor LLM zero-retention + privacy gates. Skill 1 — Sample: sample per-page rendered schema through operator structured-data testing (Google Rich Results Test + Schema.org Validator + Schema Markup Validator + WebPageTest + Lighthouse — operator chooses) + Google Search Console + Bing Webmaster Tools + crawler (Screaming Frog + Sitebulb + Botify + Lumar + OnCrawl + JetOctopus — operator chooses) + per-location-listing (Yext + Uberall + Birdeye + Synup + SOCi + LocalIQ — operator chooses) + per-platform listing (Google Business Profile + Google Maps Platform + Apple Business Connect + Apple MapKit + Yelp Fusion + Bing Places + Foursquare Places — operator chooses). Skill 2 — Compare: compare per-location operator-rendered schema (LocalBusiness + per-vertical type) vs per-location-listing-source-of-truth vs per-platform listing source-of-truth. Compare classifies conflict class: per-location-name conflict + per-location-address conflict + per-location-phone conflict + per-location-URL conflict + per-location-hours conflict + per-location-category conflict + per-location-payment-accepted conflict + per-location-AggregateRating-source conflict + per-location-AggregateRating-count-mismatch + per-location-AggregateRating-value-mismatch + per-location-Review-source conflict + per-location-Review-text-mismatch + per-location-amenities-mismatch + per-vertical-required-property-mismatch + per-location-image-mismatch. Skill 3 — Diagnose: diagnose root cause per operator-counsel-and-SEO-team-and-engineering-team-approved per-class taxonomy (operator-internal source-of-truth update lag + per-location-listing-update lag + per-platform-listing-update lag + per-vendor-sync-failure + per-platform-Terms-change + per-vertical-type-eligibility-evolution). Diagnose enforces FTC Section 5 + FTC Endorsement Guides + FTC Fake Review Rule (effective October 2024) when AggregateRating + Review conflicts + Lanham + per-state UDAP + per-vertical product-claim regulator + per-state attorney comparative-advertising when schema-driven rich-results carry operator-facing claims + ADA + WCAG + Core Web Vitals + EU EAA + per-state language access on schema-driven content. Skill 4 — Attest: emit per-page per-location per-class per-conflict-resolution attestation (per-class conflict-classification + per-class root-cause diagnosis + per-class remediation-recommendation + per-Google-policy-version + per-Bing-policy-version + per-Schema.org-version + per-platform-listing-terms compliance + AggregateRating + Review compliance per FTC Fake Review Rule + FTC + Endorsement Guides + Lanham + per-state UDAP + per-vertical + per-state attorney comparative posture when schema drives operator-facing claims + ADA + WCAG + Core Web Vitals + EU EAA + per-state language access posture compliance + EU AI Act Article 50 marking when AI-summarized + per-vendor LLM zero-retention + counsel-policy-version + SEO-team-policy-version + engineering-team-policy-version + marketing-team-policy-version + AI-governance-team-policy-version) to the operator WORM audit trail.

Where does single-vendor schema or per-location-listing tooling stop compounding for schema conflict detection at multi-location-service-brand scale?

Single-vendor schema rendering is solved. Schema App + WordPress Yoast + RankMath + WP Schema Pro + Sanity schema ship strong managed schema. Per-location-listing: Yext + Uberall + Birdeye + Synup + SOCi + LocalIQ. Per-platform listing: Google Business Profile + Google Maps Platform + Apple Business Connect + Apple MapKit + Yelp Fusion + Bing Places + Foursquare Places. Structured-data testing: Google Rich Results Test + Schema.org Validator + Schema Markup Validator + WebPageTest + Lighthouse. Google Search Console Rich Results report + URL Inspection tool + Bing Webmaster Tools URL Inspection. Crawler: Screaming Frog + Sitebulb + Botify + Lumar + OnCrawl + JetOctopus. The compound case the schema-conflict agent has to handle is the one where (a) operator runs 50-1,500 locations × per-location operator-rendered schema (LocalBusiness + per-vertical type) × per-location-listing-source-of-truth × per-platform listing source-of-truth (Google + Apple + Yelp + Bing + Foursquare) × per-vertical, (b) Google Search Essentials + Google Rich Results eligibility per-type continues to evolve — Google sunset HowTo September 2023 + restricted FAQ August 2023 + per-type tracker required + Bing Webmaster Guidelines + Yandex + DuckDuckGo + Schema.org open standard governance + per-platform Terms apply, (c) per-platform listing terms (Google Business Profile content policy + Google Maps Platform Service Specific Terms + Apple Business Connect content policy + Apple MapKit + Yelp Fusion API content policy + Bing Places + Foursquare Places + per-platform attribution and licensing terms) apply, (d) when AggregateRating + Review schemas appear, FTC Section 5 + FTC Endorsement Guides + FTC Fake Review Rule (effective October 2024) + FTC Made-in-USA Labeling Rule + Lanham Act + per-state UDAP + per-state attorney comparative-advertising apply, (e) when schema drives operator-facing claims, per-vertical product-claim regulator applies, (f) ADA + WCAG + Core Web Vitals + EU EAA + per-state language access apply on schema-driven content, (g) NIST AI RMF + ISO 42001 + EU AI Act (Regulation 2024/1689) Article 13 + Article 14 + Article 26 + Article 50 + per-vendor LLM zero-retention apply when AI summarizes schema conflict. Without an orchestration layer above the vendors, per-class conflict-classification + per-class root-cause diagnosis + per-class remediation-recommendation fragments across operator-rendered + per-location-listing + per-platform listing source-of-truth, per-platform Terms + per-platform listing terms posture fragments, AggregateRating + Review compliance per FTC Fake Review Rule fragments, FTC + Lanham + per-state UDAP + per-vertical + per-state attorney comparative posture goes unmaintained when schema drives operator-facing claims, ADA + WCAG + Core Web Vitals + EU EAA + per-state language access goes unmaintained, EU AI Act Article 50 marking fragments when AI-summarized. The orchestration above the vendors is what holds the cross-location + cross-source-of-truth + cross-platform invariants.

How does Skill 2 Compare handle per-location operator-rendered vs per-location-listing-source-of-truth vs per-platform listing source-of-truth conflicts?

Source-of-truth posture is operator-counsel-and-SEO-team-and-marketing-team-approved per-class. Operator-internal source-of-truth (typically operator CMS + headless CMS) renders schema on per-location pages. Per-location-listing-source-of-truth (Yext + Uberall + Birdeye + Synup + SOCi + LocalIQ) operates as the operator-controlled aggregator that pushes per-location records to per-platform listings. Per-platform listing source-of-truth (Google Business Profile + Apple Business Connect + Yelp Fusion + Bing Places + Foursquare Places) is the per-platform-owned source-of-truth that platforms display in search and maps. Conflict arises when these three sources disagree: per-location-name conflict (operator renders "Acme Auto Care" but per-platform shows "Acme Automotive"), per-location-address conflict (operator renders new address but per-platform retains old), per-location-phone conflict, per-location-URL conflict, per-location-hours conflict, per-location-category conflict, per-location-payment-accepted conflict, per-location-AggregateRating-source conflict (operator renders AggregateRating from operator review-system but per-platform aggregates from per-platform-owned reviews), per-location-AggregateRating-count-mismatch + value-mismatch, per-location-Review-source conflict, per-location-Review-text-mismatch, per-location-amenities-mismatch, per-vertical-required-property-mismatch (e.g., operator renders LocalBusiness but per-platform requires MedicalBusiness or AutoBodyShop), per-location-image-mismatch. Compare also classifies update-lag direction (operator-internal-leads vs per-location-listing-leads vs per-platform-leads) to inform root-cause diagnosis. Per-class per-source-of-truth conflict attestation writes to WORM audit trail with rule-citation evidence + per-source-of-truth-version + counsel-policy-version + SEO-team-policy-version.

What compliance does the orchestration enforce, and how does it map to Google + per-platform listing terms + FTC Fake Review Rule + ADA + NIST AI RMF + EU AI Act Article 50?

Five anchors. Anchor 1 — Per-platform SEO + Google Rich Results eligibility evolution + Bing + Yandex + Schema.org + per-platform Terms. Google Search Essentials + Google Search Quality Rater Guidelines + Google March 2024 Core Update + Google spam policies + Google Rich Results eligibility per-type (Google sunset HowTo September 2023 + restricted FAQ August 2023 + per-type evolves) + Bing Webmaster Guidelines + Yandex + DuckDuckGo + Schema.org open standard governance + per-platform Terms. Anchor 2 — Per-platform listing content + attribution + licensing terms. Google Business Profile content policy + Google Maps Platform Service Specific Terms + Apple Business Connect content policy + Apple MapKit Terms + Yelp Fusion API content policy + Bing Places + Foursquare Places + per-platform attribution and licensing terms. Anchor 3 — FTC + Endorsement Guides + Fake Review Rule when AggregateRating + Review + Lanham + per-state UDAP + per-vertical + per-state attorney comparative when schema drives operator-facing claims. FTC Section 5 + FTC Endorsement Guides (updated 2023, 16 CFR Part 255) + FTC Made-in-USA Labeling Rule + FTC Fake Review Rule (effective October 2024) + Lanham Act 15 USC 1125(a) + per-state UDAP + per-vertical product-claim regulator (FDA OPDP + DEA + DISCUS + per--regulator + FDA Center for Tobacco Products + FTC Health Products Compliance Guidance + state insurance + state real-estate + state medical/dental/legal/accounting board) + per-state attorney comparative-advertising (ABA Model Rule 7.1-7.5). Anchor 4 — ADA + WCAG + Core Web Vitals + EU EAA + per-state language access on schema-driven content. ADA Title III + 2010 ADA Standards + WCAG 2.2 AA + Core Web Vitals + Robles v Dominos (9th Cir 2019) + Gil v Winn-Dixie (11th Cir 2021) + DOJ ADA Web Accessibility Final Rule (April 2024) + EU European Accessibility Act 2019/882 (effective June 28, 2025) + per-state language access (California Translation Act). Anchor 5 — NIST AI RMF + ISO 42001 + EU AI Act Article 50 + per-vendor LLM zero-retention. NIST AI RMF (NIST AI 100-1) + ISO/IEC 42001 Clause 8 + EU AI Act (Regulation 2024/1689) Article 13 + Article 14 + Article 26 + Article 50 generative-content marking when AI-summarized + per-vendor LLM zero-retention attestation chain (OpenAI Enterprise + Anthropic + Google Vertex + Azure OpenAI + AWS Bedrock zero-retention) + CCPA Section 1798.140(ae) + state-comprehensive-privacy + GDPR + UK GDPR + EU DSA Article 16 + Article 28 + COPPA + AADC + cookie consent. Broader gate enforced via policy-as-code. WORM audit trail with per-statute retention per operator counsel policy.

What does the engagement look like across Tier 1 → Tier 2 → Tier 3, and what does the Tier 3 reporting cycle commit to?

Tier 1 AI Readiness Assessment (2-3 weeks): audits the operator current schema conflict detection posture; gap-pack identifies which per-location pages lack per-class conflict-classification taxonomy + per-class diagnostic root-cause + per-class remediation-recommendation, which lacks per-platform Terms posture + per-platform listing terms posture, which AggregateRating + Review conflict-classes lack FTC Fake Review Rule compliance posture, which per-rich-results pages lack FTC + Endorsement Guides + Lanham + per-state UDAP + per-vertical + per-state attorney comparative posture when schema drives operator-facing claims, which lacks ADA + WCAG + Core Web Vitals + EU EAA + per-state language access posture, whether NIST AI RMF + ISO 42001 + EU AI Act Article 13/14/50 is wired, whether per-vendor LLM zero-retention attestation chain is maintained. Tier 2 AI Swarm Setup Sprint (4-8 weeks): builds the 4-skill bundle on the schema-conflict agent, wires schema + per-location-listing + per-platform listing + structured-data testing + GSC + Bing + crawler + policy-as-code + WORM-storage (operator-chosen subset), configures the operator-counsel-and-marketing-team-and-SEO-team-and-engineering-team-and-AI-governance-team-approved per-class conflict-classification taxonomy + per-class diagnostic root-cause register + per-class remediation-recommendation playbook + per-Google-policy-tracker register + per-Bing-policy-tracker register + per-Schema.org-version-tracker register + per-platform listing terms posture register + AggregateRating + Review compliance flow under FTC Fake Review Rule + FTC + Endorsement Guides + Lanham + per-state UDAP + per-vertical + per-state attorney comparative posture + ADA + WCAG + Core Web Vitals + EU EAA + per-state language access posture + NIST AI RMF + ISO 42001 + EU AI Act Article 13/14/50 + per-vendor LLM zero-retention attestation chain + CCPA + GDPR + DSA + COPPA + AADC + cookie consent, runs 30-day shadow + canary with Diagnose in audit-only before flipping to enforce-mode. Tier 3 Fractional CMO with AI Swarm (6-month minimum): continues with continuous Sample + Compare + Diagnose + Attest. Tier 3 reporting is a 6-workstream pre-engagement-baseline reporting cycle (per-class conflict-classification taxonomy freshness + per-class diagnostic root-cause register freshness + per-class remediation-recommendation playbook freshness + per-Google-policy-tracker + per-Bing-policy-tracker + per-Schema.org-version-tracker freshness + per-platform listing terms posture freshness + AggregateRating + Review compliance freshness under FTC Fake Review Rule + FTC + Endorsement Guides + Lanham + per-state UDAP + per-vertical + per-state attorney comparative posture freshness when schema drives operator-facing claims + ADA + WCAG + Core Web Vitals + EU EAA + per-state language access posture freshness + EU AI Act Article 50 marking + per-vendor LLM zero-retention attestation + WORM audit-trail completeness) measured against the operator pre-engagement baseline. Reporting carries explicit caveats sit outside Completions control + attorney-client privilege preservation.

Who owns the schema rendering, the per-location-listing, the per-platform listing, the structured-data testing tools, the per-class conflict-classification taxonomy, and the audit trail?

Operator owns every artifact. Schema rendering (Schema App + WordPress Yoast + RankMath + WP Schema Pro + Sanity schema — operator chooses) runs under operator billing. Per-location-listing (Yext + Uberall + Birdeye + Synup + SOCi + LocalIQ — operator chooses) runs under operator billing. Per-platform listing (Google Business Profile + Google Maps Platform + Apple Business Connect + Apple MapKit + Yelp Fusion + Bing Places + Foursquare Places — operator chooses) runs under operator-controlled accounts with operator-counsel-approved per-platform Terms. Google Search Console + Bing Webmaster Tools run under operator-controlled property verification. Structured-data testing (Google Rich Results Test + Schema.org Validator + Schema Markup Validator + WebPageTest + Lighthouse — operator chooses) runs under operator account. Crawler (Screaming Frog + Sitebulb + Botify + Lumar + OnCrawl + JetOctopus — operator chooses) runs under operator billing. LLM provider contracts (OpenAI Enterprise + Anthropic API + Google Vertex AI + Microsoft Azure OpenAI Service + AWS Bedrock — operator chooses) run under operator account with operator-counsel-approved DPAs + zero-retention attestation. The operator-counsel-and-marketing-team-and-SEO-team-and-engineering-team-and-AI-governance-team-approved per-class conflict-classification taxonomy + per-class diagnostic root-cause register + per-class remediation-recommendation playbook + per-Google-policy-tracker register + per-Bing-policy-tracker register + per-Schema.org-version-tracker register + per-platform listing terms posture register + AggregateRating + Review compliance flow + FTC + Endorsement Guides + Lanham + per-state UDAP + per-vertical + per-state attorney comparative posture + ADA + WCAG + Core Web Vitals + EU EAA + per-state language access posture + NIST AI RMF + ISO 42001 + EU AI Act Article 13/14/50 + Article 50 marking flow + per-vendor LLM zero-retention attestation chain + CCPA + GDPR + DSA + COPPA + AADC + cookie consent records all live in operator counsel + marketing + SEO + engineering + AI-governance repo. The Sample + Compare + Diagnose + Attest skill code lives in operator code repo. The policy-as-code policies live in operator code repo, counsel-aligned. The WORM audit trail lives on operator-controlled cloud storage. Completions owns the orchestration knowledge and transfers it under the Tier 3 transition path (30-60 days at engagement end). Completions credentials revoke on engagement-end.

Engage Completions

Start with the AI Readiness Assessment (Tier 1, 2-3 weeks). Hand off to Tier 2 AI Swarm Setup Sprint (4-8 weeks). Continue under Tier 3 Fractional CMO with AI Swarm ( 6-month minimum, 1-2 days/wk embedded).

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