Done-for-you offer · Fractional CMO with AI Swarm · catalog-canonicalization 4-skill bundle · catalog- canonicalization agent
Product catalog per-vertical schema validation for DTC ecommerce, multi-banner retail, multi-unit franchise, and multi- location service brand operators — Validate + Enrich + Gate + Publish 4-skill bundle on the catalog-canonicalization agent under a 5-anchor compliance overlay anchored on per-merchant- feed policy, Schema.org Product vocabulary, per-vertical product regulatory regimes, FTC product representation, and international product compliance
You run a DTC catalog with thousands to millions of SKUs across 6-12 product verticals (supplements, pet, apparel, electronics, beauty, food, outdoor, household) distributed across 8-10 merchant feeds (Google Merchant Center, Bing Shopping, Amazon Seller Central, Walmart Marketplace, Meta Catalog, TikTok Shop, Pinterest Shopping, Snapchat AR Shopping) and shipping to US, EU, UK, and Canada. Per-vertical regulatory regimes overlap and conflict — FDA Dietary Supplement labeling 21 CFR 101 plus DSHEA Structure/Function claim restrictions for supplements, TTB Federal Alcohol Administration Act labels plus DISCUS Code for alcohol, FDA Center for Tobacco Products plus 21 CFR 1140 for vape, per-state cannabis-regulator for CBD with most major merchant feeds prohibiting, FDA 21 CFR 801 labeling for medical devices, FDA plus MoCRA Modernization of Cosmetics Regulation Act 2022 for cosmetics, AAFCO for pet products, CPSIA plus tracking-label for children, NHTSA plus EPA plus state lemon law for automotive parts, TSCA plus REACH plus RoHS plus WEEE plus California Prop 65 for chemicals. FTC representation cuts across all verticals — Made-in-USA Labeling Rule 16 CFR Part 323 strict all-or-virtually-all standard, Green Guides environmental claims, Endorsement Guides 2024 with AI- generated review prohibitions, Fake Review Rule 16 CFR Part 465 effective October 2024, ROSCA Click-to-Cancel plus state automatic renewal laws for subscription SKUs. EU/UK shipping adds another dimension — EU General Product Safety Regulation 2023/988 effective December 2024 requires economic operator EU representation plus safety information plus traceability; DSA Articles 30 plus 31 require marketplace trader verification; UKCA marking applies post-Brexit; Cyber Resilience Act effective 2027 applies to connected products; EU AI Act Article 50 requires AI-generated content marking. The PIM, DAM, feed-management, commerce-platform, and structured-data- validation vendors below ship strong primitives. The orchestration above them — the per-vertical regulatory ruleset, the per-merchant-feed policy register, the FTC representation ruleset, the international product compliance ruleset, the appeals workflow, the audit trail — is operator- side architecture. The compliance gate is anchored on five real anchors: per-merchant-feed policy (Google + Bing + Amazon + Walmart + Meta + TikTok + Pinterest + Snapchat); Schema.org Product vocabulary plus Google MerchantReturnPolicy + Shipping DeliveryTime + rich-result eligibility; per-vertical product regulatory (FDA + DSHEA + DEA + TTB + DISCUS + FDA CTP + cannabis + FDA medical-device + MoCRA + AAFCO + CPSIA + NHTSA + REACH + RoHS + WEEE + Prop 65 + Magnuson-Moss); FTC product representation (Section 5 + Made-in-USA + Care Labeling + Green Guides + Endorsement Guides 2024 + Fake Review Rule + ROSCA Click-to-Cancel + state automatic renewal); international product compliance (EU GPSR 2023/988 + DSA Articles 30 + 31 + UKCA + Cyber Resilience Act + EU AI Act Article 50). You keep the PIM, DAM, feed-management, and commerce-platform relationships, the per-vertical regulatory ruleset, the per- merchant-feed policy register, the appeals records, the WORM audit trail, the policy-as-code policies, and the LLM prompts. You keep the ability to in-house at any time.
Published September 24, 2026
The real ecosystem this sits above
PIM + DAM
PIM: Salsify, Akeneo, inriver, Plytix, Productsup, Pimcore, Catsy, Stibo Systems, IBM PIM, Informatica PIM, Riversand, Contentserv. DAM: Bynder, Widen, Adobe AEM Assets, Cloudinary, Brandfolder, MediaValet, Frontify, Aprimo. Each ships strong product-data + asset-management primitives. Per-vertical regulatory rule maintenance + cross-vendor governance above them is operator-side architecture.
Feed management
Channable, GoDataFeed, DataFeedWatch, Feedonomics, Adverity, Searchspring, Algolia, Constructor. Each ships strong feed- mapping + per-channel transform + retailer-onboarding primitives. Per-merchant-feed policy register + per- jurisdiction overlay + appeals workflow above them is operator-side architecture.
Commerce platform
Shopify, BigCommerce, Magento/Adobe Commerce, WooCommerce, Salesforce Commerce Cloud, commercetools, Spryker, Centra, Swell, Saleor, Medusa, Vendure. Each ships strong cart + checkout + catalog + order + tax primitives. Per-vertical product regulatory enforcement at the catalog layer above them is operator-side architecture.
Structured-data validation + legal research
Validation: Google Rich Results Test, Schema.org Validator, Schema Markup Validator, Bing Markup Validator, Merkle Schema Markup Generator. Legal research: Westlaw, Lexis+, Bloomberg Law, Practical Law, Compliance.ai. Each ships strong primitives. The Schema.org release adoption flow + per-vertical regulatory rule maintenance above them is operator-side architecture.
Policy-as-code + WORM storage
Policy-as-code: OPA Rego, AWS Cedar, Casbin, Cerbos, Oso. WORM: AWS S3 Object Lock, GCS retention, Azure Blob immutable, Snowflake Time Travel. Each ships strong primitives. The 5-anchor compliance gate that maps per- merchant-feed policy + Schema.org Product + per-vertical product regulatory + FTC product representation + international product compliance onto an operator-counsel- approved policy bundle is operator-side architecture.
Frequently asked
What does product catalog per-vertical schema validation actually deliver, and how does the 4-skill bundle decompose?
An orchestration layer that sits above the operator PIM + DAM + feed-management + commerce-platform + structured-data-validation + policy-as-code + WORM-storage stack and validates every product in the operator catalog against the schema-vocabulary + per-merchant-feed policy + per-vertical regulatory + FTC representation + international product-compliance regimes that apply to it. The skill is a four-skill bundle on the catalog-canonicalization agent. Skill 1 — Validate: read each product record from the operator PIM (Salsify, Akeneo, inriver, Plytix, Productsup, Pimcore, Catsy, Stibo Systems, IBM PIM, Informatica PIM, Riversand, Contentserv — operator chooses) and check it against the Schema.org Product vocabulary (Product + Offer + AggregateOffer + Brand + Review + AggregateRating + ItemAvailability + ProductGroup + ProductModel + MerchantReturnPolicy + ShippingDeliveryTime + UnitPriceSpecification + WarrantyPromise + Recall + per-vertical Product subtypes Drug + DrugStrength + DietarySupplement + Food + Beer + Wine + Vehicle + MedicalDevice), Google Merchant Center feed spec, Bing Shopping feed spec, Amazon Seller Central listing requirements, Walmart Marketplace catalog spec, Meta Catalog spec, TikTok Shop spec, Pinterest Shopping spec, and operator-counsel-approved per-vertical regulatory rule set. Validate emits a per-product per-rule pass/fail with rule-citation evidence pointer. Skill 2 — Enrich: when a per-product validation surfaces a missing or non-conforming field that the operator-counsel-approved policy allows automatic completion of (Schema.org canonical brand string normalization, GTIN/MPN format normalization, canonical condition value, canonical availability value tied to operator inventory feed, structured-data hasMerchantReturnPolicy linkage to the operator return policy URL), the Enrich skill applies the operator-counsel-approved auto-completion rules. Auto-completion never applies to fields that carry regulatory representation (FDA labeling fields, FTC Made-in-USA claims, alcohol labels, supplement Structure/Function claims, drug efficacy claims, medical device intended-use claims, Prop 65 warnings) — those route to operator counsel review. Skill 3 — Gate: refuse to publish a product that fails any operator-counsel-approved hard rule. The Gate enforces per-merchant-feed restricted-category compliance (alcohol routing to age-gated channels only, supplements with DSHEA-compliant Structure/Function claims, cannabis with per-state-regulator compliance, medical devices with FDA 21 CFR 801 labeling, pet products with AAFCO compliance, children’s products with CPSIA + COPPA compliance, automotive parts with NHTSA + state lemon law disclosures, chemicals with TSCA + REACH + RoHS + WEEE + Prop 65, financial services with state-by-state lender-license + Reg Z + Reg M), per-vertical FTC representation rules (Made-in-USA Labeling Rule 16 CFR Part 323 + Care Labeling Rule + Textile/Wool/Fur Acts + Green Guides + Endorsement Guides 2024 + Fake Review Rule + Negative Option Rule for subscription products), international product compliance when products ship to EU + UK (EU General Product Safety Regulation 2023/988 effective December 2024 + DSA Articles 30 + 31 trader traceability requirements + UKCA marking + UK Product Safety Act + EU Geo-Blocking Regulation + Cyber Resilience Act effective 2027 for connected products + EU AI Act Article 50 generative-content marking when AI-generated product images or descriptions are used). Skill 4 — Publish: emit the validated, enriched, gated product record to the operator feed-management vendor (Channable, GoDataFeed, DataFeedWatch, Feedonomics, Adverity, Searchspring, Algolia, Constructor — operator chooses) for syndication to the operator-chosen merchant feeds. Publish honors per-merchant-feed routing rules (a product cleared for Google Merchant Center may not be eligible for TikTok Shop due to category restrictions; a product cleared for US merchant feeds may need GPSR economic operator information added before EU feeds; an alcohol product may publish to Amazon Wine Marketplace but not to Walmart Marketplace). Each Publish event writes per-product per-feed routing decision + rule-citation + counsel-policy-version to the WORM audit trail. The PIM, DAM, feed-management, commerce-platform, structured-data-validation vendors below ship strong primitives. The orchestration above them — per-vertical regulatory rule maintenance, per-merchant-feed policy maintenance, per-jurisdiction overlay, FTC representation enforcement, international product-compliance gating, audit trail — is operator-side architecture.
Where does single-vendor product feed management stop compounding for multi-vertical operators?
Single-vendor product feed management is solved. Salsify, Akeneo, inriver, Plytix, Productsup, Pimcore ship strong PIM platforms. Channable, GoDataFeed, DataFeedWatch, Feedonomics ship strong feed-management with built-in per-channel mapping. Shopify, BigCommerce, Adobe Commerce, Salesforce Commerce Cloud, commercetools ship strong commerce platforms. Google Rich Results Test, Schema.org Validator, Bing Markup Validator ship strong structured-data validation. The compound case the catalog-canonicalization agent has to handle is the one where a DTC operator with $5M-$50M revenue spans 6-12 product verticals (supplements + pet + apparel + electronics + beauty + food + outdoor), distributes across 8-10 merchant feeds (Google + Bing + Amazon + Walmart + Meta + TikTok + Pinterest + Snapchat), ships to US + EU + UK + Canada, and runs subscription SKUs subject to FTC ROSCA + state automatic renewal laws + EU Consumer Rights Directive. Per-vertical regulatory regimes overlap and conflict: a supplement product must pass FDA labeling rules (21 CFR 101) + DSHEA Structure/Function claim restrictions + state-AG enforcement on weight-loss claims (NY AG + CA AG history); a children’s product must pass CPSIA testing + tracking-label + COPPA when sold online; an alcohol product must pass TTB Federal Alcohol Administration Act labels + DISCUS Code + per-state liquor-board rules + age-gating + cannot publish to most merchant feeds; a cannabis product cannot publish to most US merchant feeds at all (Google + Meta + TikTok + Pinterest prohibit; some carve-outs for CBD with strict THC limits); a medical device must pass FDA 21 CFR 801 labeling + intended-use restrictions; a cosmetic must pass FDA + MoCRA Modernization of Cosmetics Regulation Act 2022; an automotive part must pass NHTSA + EPA + state lemon law disclosures + Magnuson-Moss Warranty Act. FTC representation rules cut across all verticals: Made-in-USA Labeling Rule 16 CFR Part 323 (final 2022 — strict "all or virtually all" standard), Green Guides (last updated 2012 + 2024 revision in progress), Endorsement Guides 2024 (AI-generated review prohibitions), Fake Review Rule 16 CFR Part 465 (effective October 2024 — fake reviews + review suppression + AI-generated reviews prohibited). EU/UK adds another dimension: EU GPSR 2023/988 (effective December 2024 — requires economic operator EU representation + safety information + traceability + Article 22 marketplace verification); EU DSA Articles 30 + 31 (online marketplace traceability of traders + Know-Your-Business-Customer); UKCA marking post-Brexit; Cyber Resilience Act (effective 2027) for connected products; EU AI Act Article 50 marking when AI-generated product content used. Without an orchestration layer above the PIM + DAM + feed-management + commerce-platform vendors, the per-vertical regulatory rule set fragments across vendor consoles (each tool maintains its own restricted-category list with no operator-counsel approval flow), per-merchant-feed policy updates (Google + Meta + TikTok change restricted-category policy every 3-6 months) drift out of sync, the FTC Made-in-USA + Endorsement + Fake Review enforcement signals never feed into the validation rules, EU GPSR + DSA trader verification never gets wired, and the audit trail of "what product, against which Schema.org version + which per-merchant-feed policy version + which per-vertical regulatory rule set + which counsel policy version, published to which merchant feeds with what enrichment" splinters across consoles. The orchestration above the vendors is what holds the cross-vendor + cross-vertical + cross-feed + cross-jurisdiction invariants.
How does Skill 3 Gate handle per-merchant-feed restricted-category enforcement when different feeds have different rules for the same product?
The Gate runs a per-product per-feed eligibility cascade. Layer 1: operator-counsel-approved per-vertical hard rules. Cannabis (THC-containing) cannot publish to most US merchant feeds — Google Merchant Center prohibits, Meta Catalog prohibits, TikTok Shop prohibits, Pinterest Shopping prohibits, Amazon prohibits. CBD with THC under 0.3 percent has carve-outs at some platforms with restrictions (per-state shipping limits, no Structure/Function disease claims, no THC content claims beyond what compliance allows). Alcohol can publish to alcohol-specific marketplaces (Amazon Wine, Drizly when active, ReserveBar) but not general merchant feeds; per-state shipping legality applies; DISCUS Code + state liquor-board rules apply. Tobacco-FDA-CTP products face general prohibitions on most platforms. Firearms and ammunition face general prohibitions. Sexual wellness products face per-platform restrictions. Weight-loss products face FTC enforcement scrutiny + per-state-AG enforcement history (NY AG + California AG have prior enforcement actions). Layer 2: per-merchant-feed current policy. The orchestration subscribes to per-platform policy update feeds (Google Merchant Center policy + Meta Catalog policy + TikTok Shop policy + Amazon listing policy + Walmart Marketplace policy + Pinterest Shopping policy + Snapchat Ad policy). When a platform updates restricted-category language (typical cadence: every 3-6 months), the orchestration surfaces the change to operator counsel for policy review; operator counsel approves the updated rule set; the Gate enforces the new rule set. Layer 3: per-jurisdiction ship-to overlay. A product cleared for US shipping may not be cleared for EU shipping without EU GPSR economic operator + safety information + traceability information. A product cleared for EU shipping may not be cleared for UK shipping without UKCA marking. Per-state shipping legality applies to alcohol, supplements with specific ingredients (kratom prohibited in several states), CBD (per-state legal status varies), tobacco, vape (per-state vape-flavor bans), CBD edibles (per-state legal status varies). Layer 4: per-product per-feed enrichment requirement. A product cleared for Google Merchant Center may need additional structured data (MerchantReturnPolicy + ShippingDeliveryTime structured data attached) before being eligible for product rich results in Google Search. A product cleared for Amazon Seller Central may need additional category-specific attributes. Layer 5: subscription SKUs face FTC ROSCA Negative Option Rule + FTC Click-to-Cancel Rule + state automatic renewal laws (California Business and Professions Code 17602 + New York General Business Law 527 + similar). The Gate verifies the operator subscription terms + auto-renewal disclosure + cancellation flow + state-by-state opt-out paths before publishing subscription SKUs. Each Gate decision writes per-product per-feed pass-fail + rule-citation + counsel-policy-version + per-jurisdiction ship-to evaluation to the WORM audit trail. Failed Gate decisions can be appealed to operator counsel through the operator legal-operations system (DocuSign CLM + Ironclad + ContractPodAi + Onit + Agiloft — operator chooses); approved appeals update the per-product per-feed exception register but never remove the audit-trail record of the original Gate decision.
How does the orchestration handle Schema.org Product vocabulary evolution + Google Merchant Center policy changes + EU GPSR + DSA + Cyber Resilience Act + EU AI Act Article 50?
Schema.org evolves on a quarterly-to-semiannual release cadence (Schema.org publishes new releases on schema.org/version/), Google Merchant Center policy updates roughly every 3-6 months, EU regulations have multi-year implementation timelines with implementing acts. The orchestration subscribes to Schema.org release feeds + Google Search Central structured-data announcements + Google Merchant Center policy update feed + Bing Webmaster Tools structured-data updates + per-platform policy update feeds + EU Commission GPSR and DSA implementing guidance + UK Office for Product Safety and Standards guidance + national authority guidance per EU member state. When a Schema.org version adds new Product properties (recent additions include MerchantReturnPolicy, ShippingDeliveryTime, hasMerchantReturnPolicy linkage), the orchestration surfaces the new properties to operator counsel and operator data team for adoption decision. When Google Merchant Center extends rich-result eligibility to new structured-data properties (the December 2022 expansion of merchant listings rich results, the 2023 ShippingDetails expansion, future expansions), the orchestration updates the operator-counsel-approved Validate ruleset. When EU GPSR Regulation 2023/988 took effect December 13, 2024, requiring economic operator EU representation + safety information + traceability for all products placed on the EU market, the orchestration adds GPSR-required structured data fields (economic operator name + EU address + product identification + safety warnings + recall procedures) to the Validate ruleset for any product that ships to EU. EU DSA Articles 30 + 31 (online marketplace trader traceability + Know-Your-Business-Customer for marketplaces with 4M+ EU users) require marketplaces to verify trader identity + license + bank account + product authorization; the orchestration emits the operator trader-verification record to each EU-facing marketplace that requires DSA compliance. EU Cyber Resilience Act (Regulation 2024/2847 effective December 2027) requires manufacturers of products with digital elements to meet cybersecurity essential requirements + provide vulnerability handling + issue conformity assessments + apply CE marking; for connected products, the orchestration adds CRA-required attributes to the Validate ruleset on the implementing-acts cadence. EU AI Act Article 50 generative AI transparency requires marking when AI-generated content is used in product descriptions or images; the orchestration enforces the marking on AI-generated product content. UK post-Brexit UKCA marking requirements (extended use of CE marking accepted as of 2024, but UKCA still required for some product categories per UK government guidance) update on the UK Department for Business and Trade announcement cadence. The orchestration does not autonomously update the Validate or Gate ruleset — every change routes through operator counsel review with policy-version tagging; downstream Validate and Gate decisions reference the policy-version in effect at decision time.
What compliance does the orchestration enforce, and how does it map to per-merchant-feed policy + Schema.org Product + per-vertical product regulatory + FTC product representation + international product compliance?
Five anchors. Anchor 1 — Per-merchant-feed policy compliance. Google Merchant Center policy + Bing Shopping policy + Amazon Seller Central listing policy + Walmart Marketplace policy + Meta Catalog policy + TikTok Shop policy + Pinterest Shopping policy + Snapchat AR Shopping policy. Each platform maintains restricted-product-category lists (alcohol, weapons, supplements with disease claims, CBD/cannabis, weight loss with deceptive claims, financial services with specific exclusions, dating, gambling, healthcare with specific exclusions, adult products) with per-platform automated and manual review. Per-platform automated rejections trigger operator escalation through the operator feed-management vendor. Anchor 2 — Schema.org Product vocabulary + Google structured-data rich-result eligibility. Schema.org Product properties (offers, brand, sku, gtin, mpn, image, description, aggregateRating, review, hasMerchantReturnPolicy, shippingDetails, manufacturer, model, category, color, size, material) per current Schema.org release. Google Merchant listings rich result requires Schema.org Product + Offer with required properties + MerchantReturnPolicy + ShippingDeliveryTime structured data for full eligibility per Google Search Central documentation. Review snippet eligibility requires Schema.org Review + AggregateRating tied to product page with verifiable review source per Google Search Central. Bing structured data overlaps with Schema.org Product with Bing-specific extensions. Pinterest Rich Pins for products require specific Open Graph + Schema.org Product structure. Anchor 3 — Per-vertical product regulatory regime. Supplements: FDA Dietary Supplement labeling 21 CFR 101 + DSHEA Structure/Function claim restrictions + FDA cGMP for dietary supplements 21 CFR 111 + FTC enforcement on weight-loss + state-AG enforcement (NY AG + CA AG history). Drugs: FDA 21 CFR 201 labeling + DTC pharma FDA OPDP rules + DEA controlled substances scheduling for Schedule II-V. Alcohol: TTB Federal Alcohol Administration Act labeling + DISCUS Code + per-state liquor-board rules + age-gating + per-state shipping legality. Tobacco: FDA Center for Tobacco Products + 21 CFR 1140 + state vape-flavor bans + per-state age verification. Cannabis: per-state cannabis-regulator + most US merchant feeds prohibit + CBD carve-outs with restrictions. Medical devices: FDA 21 CFR 801 labeling + intended-use restrictions + UDI Unique Device Identification. Cosmetics: FDA + MoCRA Modernization of Cosmetics Regulation Act 2022 + per-state cosmetic ingredient bans (California Toxic-Free Cosmetics Act). Pet products: AAFCO Association of American Feed Control Officials + per-state feed-control-official + FDA for medicated pet products. Children’s products: CPSIA Consumer Product Safety Improvement Act + tracking-label + per-state lead/phthalates limits + COPPA when sold online to minors. Automotive parts: NHTSA + EPA + state lemon law + Magnuson-Moss Warranty Act. Chemicals: TSCA + REACH (EU) + RoHS (EU) + WEEE (EU) + battery directive + California Prop 65 warning requirements. Anchor 4 — FTC product representation. FTC Section 5 unfairness and deception + Lanham Act 15 USC 1125(a) + state UDAP + Made-in-USA Labeling Rule 16 CFR Part 323 (final August 2021 effective + 2022 implementation — strict "all or virtually all" standard) + Care Labeling Rule (textile fiber identification 16 CFR Part 423) + Textile Fiber Products Identification Act + Wool Products Labeling Act + Fur Products Labeling Act + FTC Green Guides 2012 (revision in progress 2024) for environmental marketing claims + FTC Endorsement Guides 2024 (updated October 2024 with AI-generated review prohibitions) + FTC Fake Review Rule 16 CFR Part 465 (effective October 2024 — prohibits fake reviews, AI-generated reviews, incentivized reviews without clear-and-conspicuous disclosure, review suppression, insider reviews) + FTC Negative Option Rule + FTC ROSCA (Restore Online Shoppers Confidence Act) + FTC Click-to-Cancel Rule + state automatic renewal laws (California Business and Professions Code 17602 + New York General Business Law 527 + similar state patchwork). Anchor 5 — International product compliance. EU General Product Safety Regulation (Regulation 2023/988 effective December 13, 2024) replacing the General Product Safety Directive — requires economic operator EU representation + safety information + traceability + Article 22 marketplace verification. EU Digital Services Act (Regulation 2022/2065) Articles 30 + 31 online marketplace trader traceability + Know-Your-Business-Customer for large marketplaces (those with 4M+ EU users). EU Geo-Blocking Regulation (2018/302) prohibiting unjustified geo-blocking. EU Consumer Rights Directive (2011/83) right of withdrawal + pre-contractual information. EU Cyber Resilience Act (Regulation 2024/2847 effective December 2027) for products with digital elements — CE marking + cybersecurity essential requirements + vulnerability handling + conformity assessment. EU AI Act (Regulation 2024/1689) Article 50 generative-AI content marking when AI-generated product descriptions or images used. UK Online Safety Act when products sold via online platforms. UKCA marking for product categories requiring UK conformity assessment per UK government extended-use guidance. Broader gate also enforced: COPPA + California AADC (effective July 2024) + Connecticut SB 3 + DSA Article 28 child protection when products target children + ADA Title III + WCAG 2.2 AA for product page accessibility + per-state breach notification + GDPR for EU consumer PII collected via product pages via policy-as-code (OPA Rego + AWS Cedar + Casbin + Cerbos + Oso). WORM audit trail (AWS S3 Object Lock + GCS retention + Azure Blob immutable + Snowflake Time Travel) with per-statute retention (FTC 7yr + FDA 7yr + EU GPSR 10yr + DSA 6yr + state-AG 5-7yr + GDPR 6yr + state variable) 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 ($10k, 2-3 weeks, diagnostic): audits the operator current product catalog posture against the 4-skill bundle + 5-anchor compliance overlay + per-vendor PIM + DAM + feed-management + commerce-platform state; deliverable is a gap-pack report identifying which products fail Schema.org Product validation, which products lack MerchantReturnPolicy or ShippingDeliveryTime structured data for Google rich-result eligibility, which products are publishing to merchant feeds despite per-platform restricted-category policy (alcohol routing to non-alcohol-specific feeds, CBD routing to platforms that prohibit, supplements with disease claims, weight-loss with FTC-flagged language), which products lack per-vertical regulatory compliance (FDA labeling gaps for supplements, TTB compliance for alcohol, FDA CTP for tobacco, FDA 21 CFR 801 for medical devices, MoCRA for cosmetics, AAFCO for pet, CPSIA for children, NHTSA for automotive, Prop 65 for chemicals), which products lack FTC representation review (Made-in-USA claim audit, Green Guides environmental claim audit, Endorsement Guides review audit), which products ship to EU + UK without GPSR economic operator information or UKCA marking, whether subscription SKUs comply with FTC ROSCA + Click-to-Cancel + state automatic renewal laws, and a recommended remediation sequence for Tier 2. Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks): builds the 4-skill bundle on the catalog-canonicalization agent, wires the PIM + DAM + feed-management + commerce-platform + structured-data-validation vendors (operator-chosen subset), configures the operator-counsel-approved per-vertical regulatory ruleset + per-merchant-feed policy ruleset + FTC representation ruleset + international product compliance ruleset, wires the subscription FTC ROSCA + Click-to-Cancel + state automatic renewal compliance flow, wires policy-as-code + WORM-storage, runs 30-day shadow + canary period before flipping to enforce-mode. Tier 3 Fractional CMO with AI Swarm ($15-25k/month, 6-month minimum, 1-2 days/wk embedded): continues operating with daily Validate + Gate + Publish + weekly per-platform policy update review + monthly per-vertical regulatory enforcement signal review (FTC settlements + FDA enforcement + state-AG actions) + quarterly Schema.org release adoption decisions with operator counsel + quarterly EU GPSR + DSA + Cyber Resilience Act implementing-guidance review + quarterly compliance evidence packages. Tier 3 reporting is a 6-workstream pre-engagement-baseline reporting cycle (per-product Validate pass-rate trend + per-merchant-feed Gate pass-rate trend + per-vertical regulatory compliance coverage + FTC representation review coverage + international product compliance coverage when EU/UK shipping + WORM audit-trail completeness) measured against the operator’s pre-engagement baseline. Each workstream surfaces trend direction and the gap to operator-defined targets. Reporting carries explicit caveats: PIM + DAM + feed-management + commerce-platform vendor SLA + Schema.org release cadence + Google Merchant Center policy update cadence + per-platform policy update cadence + FDA labeling rule amendments + FTC Made-in-USA + Green Guides + Endorsement Guides + Fake Review Rule + ROSCA + Click-to-Cancel rule updates + state-AG enforcement signals + state automatic renewal law amendments + EU GPSR implementing acts + DSA implementing guidance + Cyber Resilience Act implementing acts + UK product-safety guidance + per-vertical regulator amendments (FDA + TTB + DEA + NHTSA + EPA + per-state cannabis-regulator + state licensing boards) sit outside Completions control. Attorney-client privilege preservation across operator-counsel-approved per-vertical regulatory ruleset + per-merchant-feed policy ruleset + FTC representation ruleset + international product compliance ruleset + per-product Gate-decision records + appeals records is maintained per operator counsel policy.
Who owns the PIM data, the per-vertical regulatory ruleset, the per-merchant-feed policy register, the appeals records, and the audit trail?
Operator owns every artifact. The PIM subscription (Salsify, Akeneo, inriver, Plytix, Productsup, Pimcore, Catsy, Stibo Systems, IBM PIM, Informatica PIM, Riversand, Contentserv — operator chooses) runs under operator billing on operator-controlled accounts. The DAM subscription (Bynder, Widen, Adobe AEM Assets, Cloudinary, Brandfolder, MediaValet, Frontify, Aprimo — operator chooses) runs under operator billing. The feed-management subscription (Channable, GoDataFeed, DataFeedWatch, Feedonomics, Adverity, Searchspring, Algolia, Constructor — operator chooses) runs under operator billing. The commerce-platform (Shopify, BigCommerce, Magento/Adobe Commerce, WooCommerce, Salesforce Commerce Cloud, commercetools, Spryker, Centra, Swell, Saleor, Medusa, Vendure — operator chooses) runs under operator account. The structured-data validation tools (Google Rich Results Test, Schema.org Validator, Schema Markup Validator, Bing Markup Validator) are operator-accessed. The merchant-feed accounts (Google Merchant Center, Bing Merchant Center, Amazon Seller Central, Walmart Marketplace, Meta Business Manager Catalog, TikTok Shop Seller Center, Pinterest Business + Catalogs, Snapchat Ads Manager) run under operator credentials. The operator-counsel-approved per-vertical regulatory ruleset + per-merchant-feed policy register + FTC representation ruleset + international product compliance ruleset + Schema.org release adoption history + per-product Gate-decision records + appeals records all live in operator counsel repo. The Validate + Enrich + Gate + Publish skill code lives in operator code repo. The auto-completion rule library (Skill 2 Enrich) lives in operator code repo, counsel-aligned. The WORM audit trail lives on operator-controlled cloud storage (AWS S3 Object Lock + GCS retention + Azure Blob immutable + Snowflake Time Travel) with per-statute retention enforcement. The policy-as-code policies (OPA Rego + AWS Cedar + Casbin + Cerbos + Oso) live in operator code repo, counsel-aligned. The FDA + DEA + TTB + FDA CTP + FDA medical-device + MoCRA + AAFCO + CPSIA + NHTSA + EPA + Prop 65 + Magnuson-Moss + FTC Section 5 + Made-in-USA + Green Guides + Endorsement Guides + Fake Review Rule + ROSCA + state automatic renewal + state-AG + GPSR + DSA + UKCA + Cyber Resilience Act + EU AI Act compliance evidence records are operator-counsel-maintained. Completions owns the orchestration knowledge — how to design the per-vertical regulatory ruleset for the operator vertical mix, how to wire per-merchant-feed policy maintenance against the operator merchant-feed mix, how to compose the FTC representation ruleset against the operator product mix, how to wire the international product-compliance overlay for EU + UK shipping, how to wire FTC ROSCA + Click-to-Cancel + state automatic renewal for operator subscription SKUs, how to design the Schema.org release adoption decision flow with operator counsel — and that knowledge transfers under the Tier 3 transition path (30-60 days at engagement end with full hand-off of the per-vertical regulatory ruleset maintenance playbook, the per-merchant-feed policy register maintenance playbook, the FTC representation review playbook, the international product compliance evidence playbook, the appeals workflow, the Schema.org release adoption playbook, and the compliance evidence-package generation playbook). Completions credentials revoke on engagement-end.
Engage Completions
Start with the AI Readiness Assessment (Tier 1, 2-3 weeks, $10k): audit of operator current catalog posture against the 4-skill bundle + 5-anchor compliance overlay + per-vendor PIM + DAM + feed-management + commerce-platform state. Hand off to Tier 2 AI Swarm Setup Sprint ($25-50k, 4-8 weeks): build the 4-skill bundle on the catalog-canonicalization agent, wire PIM + DAM + feed-management + commerce-platform + structured-data-validation + policy-as-code + WORM-storage, configure the operator-counsel-approved per-vertical regulatory ruleset + per-merchant-feed policy register + FTC representation ruleset + international product compliance ruleset, run 30-day shadow + canary before flipping to enforce-mode. Continue under Tier 3 Fractional CMO with AI Swarm ($15-25k/mo, 6-month minimum, 1-2 days/wk embedded).