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Done-for-you offer · Fractional CMO with AI Swarm · rich-result-eligibility 4-skill bundle · rich-result-eligibility agent

Per-page rich-result eligibility scoring for DTC ecommerce, subscription-commerce, marketplace, multi- location retail, multi-unit franchise, multi-location service brand, multi-location healthcare, and PE- sponsored portfolio operators — Inspect + Validate + Score + Attest 4-skill bundle on the rich-result- eligibility agent, under a 5-anchor compliance overlay anchored on Google Search Essentials + Google Rich Results eligibility evolution (HowTo sunset September 2023 + FAQ restricted August 2023 + per-type eligibility evolves) + Bing Webmaster Guidelines + Schema.org open standard governance, FTC + Endorsement Guides + Fake Review Rule when AggregateRating + Review + Lanham + per-state UDAP + per-vertical + per-state attorney comparative when rich-results drive operator-facing claims, ADA + WCAG + Core Web Vitals + EU EAA + per- state language access, CCPA + GDPR + state-comprehensive- privacy, and NIST AI RMF + EU AI Act Article 50 + per- vendor LLM zero-retention

You score per-page rich-result eligibility against Google Rich Results per-type requirements + Bing Webmaster Guidelines + Schema.org open standard governance pre- publish (before a draft ships) and post-publish (closed- loop monitoring of Google + Bing + Yandex eligibility status). Google Rich Results eligibility evolves at platform-update cadence — Google sunset HowTo rich results for mobile in September 2023 + restricted FAQ rich results to authoritative government and health sites in August 2023; per-type eligibility tracker required. Per-type coverage includes Restaurant + Recipe + Product + Article + BreadcrumbList + Event + Course + LocalBusiness + Organization + Video + Image + Review + AggregateRating + per-platform similar (Bing answers + Yandex similar). 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 rich-results drive 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 + 2010 ADA Standards + 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 rich-results- driven content. CCPA + GDPR + state-comprehensive- privacy + COPPA + AADC + cookie consent apply broadly. 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 generates structured-data. The schema, headless CMS, Google + Bing Webmaster + structured-data testing, and crawler vendors below ship strong primitives. The orchestration above them is operator-side architecture. You keep all subscriptions, posture libraries, per-type Google Rich Results eligibility tracker, and audit trail. You keep the ability to in-house at any time.

Published October 19, 2026

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The real ecosystem this sits above

Schema + headless CMS + crawler

Schema rendering: Schema App, WordPress Yoast, RankMath, WP Schema Pro, Sanity schema. Headless CMS: Contentful, Sanity, Strapi, Storyblok, Hygraph, Prismic, Builder.io, Webflow, WordPress. Crawler: Screaming Frog, Sitebulb, Botify, Lumar, OnCrawl, JetOctopus. Each ships strong primitives. Per-type Google Rich Results eligibility-tracker register + per-type Bing-Webmaster-Guidelines-tracker register + Schema.org-version-tracker register above them is operator-side architecture.

Google + Bing Webmaster + structured-data testing

Google Search Console: Rich Results report, URL Inspection tool. Bing Webmaster Tools: URL Inspection with rich-result feedback. Structured-data testing: Google Rich Results Test, Schema.org Validator, Schema Markup Validator, WebPageTest, Lighthouse. Each ships strong primitives. 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 per-page rich-result eligibility scoring deliver, and how does the 4-skill bundle decompose?

An orchestration layer above the operator schema + headless CMS + Google Search Console + Bing Webmaster Tools + crawler + structured-data testing + policy-as-code + WORM-storage stack that scores per-page rich-result eligibility against Google Rich Results per-type requirements + Bing Webmaster Guidelines + Schema.org open standard governance pre-publish (before a draft ships) and post-publish (closed-loop monitoring of Google + Bing + Yandex eligibility status) under operator-counsel-and-marketing-team-and-SEO-team-and-AI-governance-team-approved Google Search Essentials + FTC + Endorsement Guides + Fake Review Rule + Lanham + per-state UDAP + per-vertical + per-state attorney comparative + 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 — Inspect: inspect per-page structured-data + schema markup through operator schema rendering (Schema App + WordPress Yoast + RankMath + WP Schema Pro + Sanity schema — operator chooses) + headless CMS (Contentful + Sanity + Strapi + Storyblok + Hygraph + Prismic + Builder.io + Webflow + WordPress — operator chooses) + crawler (Screaming Frog + Sitebulb + Botify + Lumar + OnCrawl + JetOctopus — operator chooses). Skill 2 — Validate: validate per-page structured-data against operator-counsel-approved per-type Google Rich Results eligibility requirements via Google Rich Results Test + Schema.org Validator + Schema Markup Validator + Google Search Console Rich Results report + URL Inspection tool + Bing Webmaster Tools URL Inspection rich-result feedback + WebPageTest + Lighthouse rich-results testing. Validate respects Google Rich Results eligibility evolution — Google may restrict or sunset eligibility for specific types: Google sunset HowTo rich results for mobile in September 2023 + restricted FAQ rich results to authoritative government and health sites in August 2023; per-type eligibility tracker required. Per-type Google Rich Results coverage includes Restaurant + Recipe + Product + Article + BreadcrumbList + Event + Course + LocalBusiness + Organization + Video + Image + Review + AggregateRating + per-platform similar (Bing answers + Yandex similar). Skill 3 — Score: score per-page per-type rich-result eligibility (eligible + warning + ineligible) per operator-counsel-and-marketing-team-and-SEO-team-and-AI-governance-team-approved per-type threshold. Score enforces 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) when AggregateRating + Review schemas + Lanham Act 15 USC 1125(a) + per-state UDAP + per-vertical product-claim regulator (FDA OPDP + DEA + DISCUS + + FDA CTP + FTC Health Products + state insurance + state real-estate + state medical-board) + per-state attorney comparative-advertising (ABA Model Rule 7.1-7.5) when rich-results drive operator-facing claims. Score also enforces 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 on rich-results-driven content. Skill 4 — Attest: emit per-page per-type per-version eligibility-scoring attestation (per-type Google Rich Results eligibility status + per-type Google-policy-version-evidence-pointer + per-type Bing-Webmaster-Guidelines-version-evidence-pointer + per-type Schema.org-version-evidence-pointer + AggregateRating + Review compliance per FTC Fake Review Rule when applicable + FTC + Endorsement Guides + Lanham + per-state UDAP + per-vertical + per-state attorney comparative posture when rich-results drive operator-facing claims + ADA + WCAG + Core Web Vitals + EU EAA + per-state language access posture compliance + CCPA + GDPR + state-comprehensive-privacy posture compliance + EU AI Act Article 50 marking when AI-generated structured-data + per-vendor LLM zero-retention + counsel-policy-version + SEO-team-policy-version + marketing-team-policy-version + AI-governance-team-policy-version) to the operator WORM audit trail.

Where does single-vendor schema or structured-data testing tooling stop compounding for per-page rich-result eligibility scoring at DTC ecommerce scale?

Single-vendor schema rendering is solved. Schema App + WordPress Yoast + RankMath + WP Schema Pro + Sanity schema ship strong managed schema. Single-vendor headless CMS: Contentful + Sanity + Strapi + Storyblok + Hygraph + Prismic + Builder.io + Webflow + WordPress. Single-vendor Google + Bing tools: Google Search Console Rich Results report + URL Inspection tool + Google Rich Results Test + Bing Webmaster Tools URL Inspection rich-result feedback. Structured-data testing: Schema.org Validator + Schema Markup Validator + WebPageTest + Lighthouse rich-results testing. Crawler: Screaming Frog + Sitebulb + Botify + Lumar + OnCrawl + JetOctopus. The compound case the rich-result-eligibility agent has to handle is the one where (a) operator runs DTC ecommerce + subscription-commerce + marketplace × N per-page × per-type (Restaurant + Recipe + Product + Article + BreadcrumbList + Event + Course + LocalBusiness + Organization + Video + Image + Review + AggregateRating + per-platform similar) × per-platform (Google + Bing + Yandex + DuckDuckGo) × per-vertical, (b) Google Search Essentials + Google Search Quality Rater Guidelines + Google March 2024 Core Update + Google spam policies + Google scaled-content-abuse policy (March 2024) + Google site reputation abuse policy (March 2024) + Google Rich Results eligibility per-type continue to evolve — Google sunset HowTo rich results for mobile in September 2023 + restricted FAQ rich results to authoritative government and health sites in August 2023 + per-type eligibility tracker required + Bing Webmaster Guidelines + Yandex + DuckDuckGo per-platform SEO + Schema.org open standard governance apply, (c) 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, (d) when rich-results drive 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, (e) ADA Title III + 2010 ADA Standards + WCAG 2.2 AA + Core Web Vitals + Robles + Gil v Winn-Dixie + DOJ ADA Web Accessibility Final Rule (April 2024) + EU EAA (effective June 28, 2025) + per-state language access apply on rich-results-driven content, (f) CCPA + GDPR + state-comprehensive-privacy + COPPA + AADC + cookie consent apply, (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 generates structured-data. Without an orchestration layer above the vendors, per-type Google Rich Results eligibility tracker breaks under sunsetting + restriction patterns, FTC Fake Review Rule + Lanham + per-state UDAP + per-vertical posture goes unmaintained when AggregateRating + Review or rich-results drive 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-generated structured-data, per-vendor LLM zero-retention fragments. The orchestration above the vendors is what holds the cross-type + cross-platform + cross-vertical invariants.

How does Skill 2 Validate handle Google Rich Results eligibility evolution (Google sunset HowTo + restricted FAQ + per-type eligibility tracker)?

Google Rich Results eligibility evolves at platform-update cadence. Google sunset HowTo rich results for mobile in September 2023 — operator pages relying on HowTo structured-data for mobile rich results lost eligibility. Google restricted FAQ rich results to authoritative government and health sites in August 2023 — operator pages relying on FAQPage structured-data lost rich-results eligibility unless qualifying as authoritative government or health site. Google may add, modify, or remove per-type eligibility on a continuing basis as ranking and presentation evolves. Validate maintains an operator-counsel-and-SEO-team-approved per-type Google Rich Results eligibility tracker that records: per-type-status (eligible + restricted + sunset) + per-type-effective-date + per-type-Google-documentation-link + per-type-operator-page-impact-list. When Google updates per-type eligibility, operator-counsel-and-SEO-team review and Validate adjusts per-type expectation. Per-page per-type eligibility check via Google Rich Results Test + URL Inspection tool returns current status. Per-page per-type eligibility attestation writes to WORM audit trail with rule-citation evidence + Google-policy-version-evidence-pointer + per-type-effective-date + counsel-policy-version + SEO-team-policy-version.

What compliance does the orchestration enforce, and how does it map to Google Rich Results + FTC Fake Review Rule for AggregateRating + ADA + WCAG + NIST AI RMF + EU AI Act Article 50?

Five anchors. Anchor 1 — Per-platform SEO + Google Rich Results eligibility evolution + Bing + Yandex + Schema.org. Google Search Essentials + Google Search Quality Rater Guidelines + Google March 2024 Core Update + Google spam policies + Google scaled-content-abuse policy (March 2024) + Google site reputation abuse policy (March 2024) + Google Rich Results eligibility per-type (Google sunset HowTo September 2023 + restricted FAQ August 2023 + per-type eligibility evolves) + Bing Webmaster Guidelines + Yandex + DuckDuckGo + Schema.org open standard governance. Anchor 2 — FTC + Endorsement Guides + Fake Review Rule when AggregateRating + Review + Lanham + per-state UDAP + per-vertical + per-state attorney comparative when rich-results drive 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 3 — ADA + WCAG + Core Web Vitals + EU EAA + per-state language access on rich-results-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 4 — CCPA + GDPR + state-comprehensive-privacy. CCPA Section 1798.140(ae) + CPRA Sensitive Personal Information Section 1798.121 + Washington MHMDA + Colorado CPA Sensitive + Connecticut CTDPA + Texas TDPSA + Oregon OCPA + state-comprehensive-privacy + GDPR + UK GDPR + EU DSA + COPPA + AADC + cookie consent. 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-generated structured-data + per-vendor LLM zero-retention attestation chain (OpenAI Enterprise + Anthropic + Google Vertex + Azure OpenAI + AWS Bedrock zero-retention). 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 per-page rich-result eligibility scoring posture; gap-pack identifies which per-type pages lack operator-counsel-approved Google Rich Results eligibility-tracker posture (HowTo + FAQ + Restaurant + Recipe + Product + Article + BreadcrumbList + Event + Course + LocalBusiness + Organization + Video + Image + Review + AggregateRating + per-platform similar), which AggregateRating + Review schemas lack FTC Fake Review Rule compliance, which per-rich-results pages lack FTC + Endorsement Guides + Lanham + per-state UDAP + per-vertical + per-state attorney comparative posture when rich-results drive 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, whether CCPA + GDPR + DSA + COPPA + AADC + cookie consent is wired. Tier 2 AI Swarm Setup Sprint (4-8 weeks): builds the 4-skill bundle on the rich-result-eligibility agent, wires schema + headless CMS + Google + Bing + crawler + structured-data testing + policy-as-code + WORM-storage (operator-chosen subset), configures the operator-counsel-and-marketing-team-and-SEO-team-and-AI-governance-team-approved per-type Google Rich Results eligibility-tracker register + per-type Bing-Webmaster-Guidelines-tracker register + Schema.org-version-tracker 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 Score in audit-only before flipping to enforce-mode. Tier 3 Fractional CMO with AI Swarm (6-month minimum): continues with continuous Inspect + Validate + Score + Attest. Tier 3 reporting is a 6-workstream pre-engagement-baseline reporting cycle (per-type Google Rich Results eligibility-tracker freshness + per-type Bing-Webmaster-Guidelines-tracker freshness + Schema.org-version-tracker 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 rich-results drive 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 headless CMS, the GSC + Bing Webmaster + structured-data testing tools, the per-type eligibility tracker, 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. Headless CMS (Contentful + Sanity + Strapi + Storyblok + Hygraph + Prismic + Builder.io + Webflow + WordPress — operator chooses) runs under operator billing. 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-AI-governance-team-approved per-type Google Rich Results eligibility-tracker register + per-type Bing-Webmaster-Guidelines-tracker register + Schema.org-version-tracker 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 + AI-governance repo. The Inspect + Validate + Score + 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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