Data-layer swarm · Product-Catalog-Canonicalization Agent · Marketplace-policy-validation skill · Build pillar · Published August 4, 2026

How to build per-marketplace policy validation for multi-channel catalog publishing

This guide explains how to architect the marketplace-policy-validation skill on the product-catalog-canonicalization agent end-to-end at multi-marketplace policy-validation scale: per-portfolio per-banner per-SKU per-canonical-marketplace-pointer + per-canonical-per-marketplace-per-listing-policy-catalog + per-canonical-pre-publish-validation-engine + per-canonical-suspension-risk-prediction-spec + per-canonical-compliance-gate-spec + per-canonical-suspension-recovery-routing-spec + per-canonical-audit-trail + per-portfolio-audit-trail.

Engage the product-catalog-canonicalization agent See the 32-agent swarm

What you will build

Per-portfolio per-banner per-SKU per-canonical-marketplace-pointer across 43 marketplace types — Amazon Marketplace + Amazon Vendor Central + Walmart Marketplace + Walmart Connect + Target Plus + eBay + Etsy + Wayfair + Best Buy + Home Depot + Lowes + Costco + Kroger Precision + Newegg + Macys + Nordstrom + Saks + Bloomingdales + Belk + Zalando + Otto + MyDeal + Cdiscount + Catch + Allegro + Rakuten FR/DE/JP/US + Mercado Libre + Lazada + Shopee + Coupang + Idealo + PriceGrabber + Connexity + Facebook Shop + Instagram Shop + TikTok Shop + Pinterest Shop + Snap Shop + Google Shopping Merchant Center + Bing Shopping.
Per-canonical-per-marketplace-per-listing-policy-catalog — per-restricted-product-category + per-IP-trademark-rights-policy + per-counterfeit-policy + per-grey-market-policy + per-MAP-policy + per-pricing-parity-policy + per-Buy-Box-eligibility + per-listing-title-policy + per-listing-image-policy + per-listing-bullet-point-policy + per-listing-description-policy + per-A-plus-content-EBC-policy + per-shipping-return-warranty-policy + per-GTIN-EAN-UPC-ISBN-MPN-policy + per-GS1-checksum + per-category-classification + per-listing-quality-score-policy + per-22-suppression-trigger (low-quality-image + low-quality-title + low-quality-description + missing-required-attribute + low-stock + frequent-out-of-stock + low-buy-box + IP-trademark-flag + pricing-anomaly + shipping-policy-violation + return-policy-violation + customer-complaint + A-to-Z-Guarantee-claim + late-shipment-rate + cancellation-rate + defect-rate + IP-complaint + counterfeit-complaint + restricted-product + CPSC-recall + FDA-recall + USDA-recall) + per-policy-version + per-policy-changelog-ingestion + per-policy-confidence-tier + per-policy-explainability.
Per-canonical-pre-publish-validation-engine + per-canonical-suspension-risk-prediction-spec — per-rule-based-validation + per-NLP-validation + per-multi-LLM-validation + per-computer-vision-image-validation + per-XGBoost-LightGBM-CatBoost-classification + per-survival-analysis-time-to-suspension (Cox-PH + Kaplan-Meier + Weibull-AFT + Random-Survival-Forest + DeepSurv) + per-Bayesian-hierarchical-multi-level + per-Transformer-TFT + per-multi-LLM-classifier + per-causal-uplift-CATE + per-suspension-risk-score + per-suspension-risk-confidence-interval + per-suspension-driver-explainability-SHAP-LIME-PFI + per-suspension-risk-tier (low + medium + high + critical).
Per-canonical-compliance-gate-spec + per-canonical-suspension-recovery-routing-spec — per-FTC-substantiation-doctrine + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Made-in-USA + per-FTC-Green-Guides + per-FTC-Health-Products-Compliance-Guide + per-FTC-Negative-Option-ROSCA + per-FTC-MAP + per-CFPB-UDAAP + per-FDA-21-CFR-Part-101-Part-202 + per-FDA-DSHEA + per-FDA-DSCSA + per-FDA-medical-device + per-FDA-cosmetic + per-USDA-Organic + per-USDA-COOL + per-NAD-NARB + per-state-baby-food + per-state-recreational-cannabis + per-state-ABC-alcohol + per-DEA + per-ATF + per-CPSC-CPSIA + per-CPSC-FDA-USDA-recall-monitor + per-EPA-FIFRA + per-Prop-65 + per-export-control-EAR-ITAR-OFAC + per-FDD-Item-12-Item-17-Item-19 + per-FINRA-2210 + per-SEC-Reg-S-K + per-HIPAA + per-Lanham + per-state-UDTPA + per-state-FRR + per-Robinson-Patman + per-WCAG-2.2-AA + per-Section-508 + per-ADA-Title-III + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-Digital-Services-Act-DSA-Article-30 + per-Digital-Markets-Act-DMA + per-General-Product-Safety-Regulation-GPSR-EU-2023-988 + per-CCPA-CPRA + per-GDPR + per-LGPD + per-DPDP + per-PIPEDA + per-CASL + per-COPPA + per-NIST-AI-RMF + per-ISO-42001 + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code + per-auto-fix-route + per-block-publish-route + per-degrade-publish-route + per-batch-review-route + per-send-to-FBC-route + per-escalate-to-team-lead-route + per-escalate-to-legal-route + per-7-marketplace-Plan-of-Action-POA-drafting + per-7-template-appeal-rendering + per-6-stage-canary-rollout + per-shadow-mode + per-rollback + per-multi-stakeholder-approval.
Per-canonical-cross-skill-handoff + per-canonical-audit-trail — per-handoff-to-30-sibling-skills + per-per-listing-canonical-audit-record + per-SOC-2-Type-II + per-immutable-WORM-storage + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention + per-7-year-FDD-retention.

Why per-vendor-ChannelAdvisor-account-flat-listing-attribute-map breaks at multi-marketplace policy-validation scale

At 1-account-1-flat-listing-attribute-map scale per-account per-flat-listing-attribute-map primitive is enough. At multi-marketplace policy-validation scale per-canonical-marketplace-pointer + per-canonical-per-marketplace-per-listing-policy-catalog + per-canonical-pre-publish-validation-engine + per-canonical-suspension-risk-prediction-spec + per-canonical-compliance-gate-spec + per-canonical-suspension-recovery-routing-spec + per-canonical-audit-trail.

Per-account-flat-listing-attribute-map + per-marketplace-pointer-blind + per-per-marketplace-per-listing-policy-catalog-blind + per-pre-publish-validation-engine-blind + per-suspension-risk-prediction-blind + per-compliance-gate-blind + per-suspension-recovery-routing-blind + per-multi-format-audit-trail-blind + per-Amazon-Marketplace-Walmart-Marketplace-Target-Plus-eBay-Etsy-Wayfair-Best-Buy-Home-Depot-Lowes-Costco-Kroger-Precision-Newegg-Macys-Nordstrom-Saks-Bloomingdales-Belk-Zalando-Otto-MyDeal-Cdiscount-Catch-Allegro-Rakuten-Mercado-Libre-Lazada-Shopee-Coupang-Idealo-PriceGrabber-Connexity-Facebook-Instagram-TikTok-Pinterest-Snap-Shop-Google-Shopping-Bing-Shopping-policy-blind + per-IP-trademark-rights-blind + per-counterfeit-policy-blind + per-grey-market-policy-blind + per-MAP-blind + per-Buy-Box-eligibility-blind + per-suppression-trigger-blind + per-CPSC-FDA-USDA-recall-monitor-blind + per-FTC-substantiation-doctrine-blind + per-FTC-MARS-blind + per-FTC-AI-disclosure-blind + per-CFPB-UDAAP-blind + per-FDA-21-CFR-Part-101-Part-202-blind + per-FDA-DSHEA-blind + per-FDA-DSCSA-blind + per-USDA-Organic-blind + per-NAD-NARB-blind + per-DEA-blind + per-CPSC-CPSIA-blind + per-EPA-FIFRA-blind + per-Prop-65-blind + per-export-control-EAR-ITAR-OFAC-blind + per-FDD-Item-12-Item-17-Item-19-blind + per-Digital-Services-Act-DSA-blind + per-Digital-Markets-Act-DMA-blind + per-General-Product-Safety-Regulation-GPSR-blind + per-CCPA-CPRA-blind + per-GDPR-blind + per-EU-AI-Act-Article-50-blind + per-EU-AI-Act-Article-13-Article-14-Article-15-blind + per-NIST-AI-RMF-blind + per-ISO-42001-blind + per-7-year-FTC-substantiation-retention-blind.

The operator-side architecture above per-vendor-flat-listing-attribute-map primitive is canonical-marketplace-pointer + per-per-marketplace-per-listing-policy-catalog + per-pre-publish-validation-engine + per-suspension-risk-prediction-spec + per-compliance-gate-spec + per-suspension-recovery-routing-spec + per-cross-skill-handoff + per-audit-trail + per-portfolio-audit-trail.

What is in market today

Per-platform per-marketplace-management-vendor

ChannelAdvisor, Mirakl, Sellercloud, Linnworks, Codisto, Ecomdash, Sellbrite, Zentail, Cluster. Per-account per-flat-listing-attribute-map primitive. Per-canonical-marketplace-pointer-canonical-per-marketplace-per-listing-policy-catalog-canonical-pre-publish-validation-engine-canonical-suspension-risk-prediction-spec-canonical-compliance-gate-canonical-suspension-recovery-routing-canonical-audit-trail is not the primitive.

Per-platform per-Amazon-marketplace-analytics-vendor

Helium 10, Jungle Scout, Seller Labs, DataHawk, Sellics, Teikametrics, SellerApp, AMZScout, Viral Launch, MerchantWords. Per-account per-flat-keyword-rank primitive (typically blind to per-marketplace per-listing compliance gate + suspension-risk prediction + recovery routing). Per-canonical-per-listing-survival-analysis-time-to-suspension-canonical-per-listing-Bayesian-hierarchical-canonical-per-listing-XGBoost-LightGBM-CatBoost-canonical-per-listing-Transformer-TFT-canonical-per-listing-multi-LLM-canonical-per-listing-causal-uplift-CATE-canonical-per-listing-suspension-risk-score-canonical-per-listing-suspension-driver-SHAP-LIME-PFI-canonical-per-listing-suspension-risk-tier is not the primitive.

Per-platform per-marketplace-suspension-recovery-vendor

Amazon Sellers Lawyer, Riverbend Consulting, eCommerce Chris, Ashlin Hadden Insurance, Bobsled Marketing, Get Suspended, Account Reinstatement Services, Seller Performance Solutions, Marketplace Counsel. Per-account per-flat-Plan-of-Action-template primitive. Per-canonical-per-listing-Plan-of-Action-POA-drafting-canonical-per-listing-appeal-template-rendering-Amazon-POA-Walmart-POA-eBay-Account-Defense-Etsy-Reinstatement-Wayfair-Reinstatement-Best-Buy-Reinstatement-Target-Plus-Reinstatement-canonical-per-listing-auto-fix-route-canonical-per-listing-block-publish-route-canonical-per-listing-degrade-publish-route-canonical-per-listing-batch-review-route-canonical-per-listing-send-to-FBC-route-canonical-per-listing-escalate-to-team-lead-route-canonical-per-listing-escalate-to-legal-route-canonical-per-listing-canary-rollout-canonical-per-listing-shadow-mode-canonical-per-listing-rollback-canonical-per-listing-multi-stakeholder-approval is not the primitive.

Per-platform per-product-compliance-recall-vendor

Compliance & Risks, Assent Compliance, IHS Markit Product Compliance, ChemADVISOR (SAP), Sphera, UL Solutions, Intertek, SGS, Bureau Veritas, TÜV Rheinland. Per-account per-flat-regulation-database primitive (typically blind to per-listing per-marketplace per-jurisdiction suspension-risk prediction + auto-fix recovery routing semantics). Per-canonical-per-listing-CPSC-recall-monitor-canonical-per-listing-FDA-recall-monitor-canonical-per-listing-USDA-recall-monitor-canonical-per-listing-FTC-substantiation-doctrine-canonical-per-listing-FTC-MARS-canonical-per-listing-FTC-AI-disclosure-canonical-per-listing-FTC-endorsement-guides-canonical-per-listing-FTC-Made-in-USA-canonical-per-listing-FTC-Negative-Option-ROSCA-canonical-per-listing-FTC-MAP-canonical-per-listing-CFPB-UDAAP-canonical-per-listing-FDA-21-CFR-Part-101-Part-202-canonical-per-listing-FDA-DSHEA-canonical-per-listing-FDA-DSCSA-canonical-per-listing-FDA-medical-device-canonical-per-listing-FDA-cosmetic-canonical-per-listing-Digital-Services-Act-DSA-Article-30-canonical-per-listing-Digital-Markets-Act-DMA-canonical-per-listing-General-Product-Safety-Regulation-GPSR-EU-2023-988 is not the primitive.

How the architecture is built

Per-portfolio per-banner per-SKU per-canonical-marketplace-pointer-substrate. Per-43-canonical-marketplace canonical-marketplace.
Per-portfolio per-canonical-per-marketplace-per-listing-policy-catalog. Per-restricted-product-category + per-IP-trademark-rights + per-counterfeit + per-grey-market + per-MAP + per-pricing-parity + per-Buy-Box-eligibility + per-listing-title/image/bullet/description-policy + per-A-plus-content-EBC + per-shipping-return-warranty + per-GTIN-EAN-UPC-ISBN-MPN + per-GS1-checksum + per-category-classification + per-listing-quality-score + per-22-suppression-trigger + per-policy-version + per-policy-changelog-ingestion canonical-policy-catalog.
Per-portfolio per-canonical-pre-publish-validation-engine. Per-rule-based + per-NLP + per-multi-LLM + per-computer-vision-image-validation + per-XGBoost-LightGBM-CatBoost + per-validation-confidence-tier canonical-validation.
Per-portfolio per-canonical-suspension-risk-prediction-spec. Per-survival-analysis-time-to-suspension + per-Bayesian-hierarchical + per-XGBoost-LightGBM-CatBoost + per-Transformer-TFT + per-multi-LLM + per-causal-uplift-CATE + per-suspension-risk-score + per-suspension-risk-confidence-interval + per-suspension-driver-explainability + per-suspension-risk-tier canonical-risk-prediction.
Per-portfolio per-canonical-compliance-gate-spec. 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-Health-Products-Compliance-Guide + per-FTC-Negative-Option-ROSCA + per-FTC-MAP + per-CFPB-UDAAP + per-FDA-21-CFR-Part-101-Part-202 + per-FDA-DSHEA + per-FDA-DSCSA + per-FDA-medical-device + per-FDA-cosmetic + per-USDA-Organic + per-USDA-COOL + per-NAD-NARB + per-state-baby-food + per-state-recreational-cannabis + per-state-ABC-alcohol + per-DEA + per-ATF + per-CPSC-CPSIA + per-CPSC-FDA-USDA-recall-monitor + per-EPA-FIFRA + per-Prop-65 + per-export-control-EAR-ITAR-OFAC + per-FDD-Item-12-Item-17-Item-19 + per-FINRA-2210 + per-SEC-Reg-S-K + per-HIPAA + per-Lanham + per-state-UDTPA + per-state-FRR + per-Robinson-Patman + per-WCAG-2.2-AA + per-Section-508 + per-ADA-Title-III + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-Digital-Services-Act-DSA-Article-30 + per-Digital-Markets-Act-DMA + per-General-Product-Safety-Regulation-GPSR + per-CCPA-CPRA + per-GDPR + per-LGPD + per-DPDP + per-PIPEDA + per-CASL + per-COPPA + per-NIST-AI-RMF + per-ISO-42001 + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-as-code canonical-compliance.
Per-portfolio per-canonical-suspension-recovery-routing-spec. Per-auto-fix-route + per-block-publish-route + per-degrade-publish-route + per-batch-review-route + per-send-to-FBC-route + per-escalate-to-team-lead-route + per-escalate-to-legal-route + per-7-marketplace-Plan-of-Action-POA-drafting + per-7-template-appeal-rendering + per-6-stage-canary-rollout + per-shadow-mode + per-rollback + per-multi-stakeholder-approval canonical-recovery.
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-listing-canonical-audit-record + per-43-marketplace-policy + per-FTC-substantiation + per-FTC-MARS + per-FTC-AI-disclosure + per-FTC-endorsement-guides + per-FTC-Negative-Option-ROSCA + per-FTC-MAP + per-CFPB-UDAAP + per-FDA-21-CFR-Part-101-Part-202 + per-FDA-DSHEA + per-FDA-DSCSA + per-USDA-Organic + per-NAD-NARB + per-state-recreational-cannabis + per-DEA + per-CPSC-CPSIA + per-CPSC-FDA-USDA-recall + per-EPA-FIFRA + per-Prop-65 + per-export-control-EAR-ITAR-OFAC + per-FDD-Item-12-Item-17-Item-19 + per-FINRA-2210 + per-SEC-Reg-S-K + per-HIPAA + per-Lanham + per-state-FRR + per-Robinson-Patman + per-WCAG-2.2-AA-Section-508-ADA-Title-III + per-EU-AI-Act-Article-50 + per-EU-AI-Act-Article-13-Article-14-Article-15 + per-Digital-Services-Act-DSA + per-Digital-Markets-Act-DMA + per-General-Product-Safety-Regulation-GPSR + per-CCPA-CPRA-DSAR + per-GDPR-DPIA + per-LGPD-ANPD + per-DPDP-India + per-PIPEDA-OPC + per-CASL-CRTC + per-COPPA + per-NIST-AI-RMF + per-ISO-42001 + per-SOC-2-Type-II + per-immutable-WORM-storage + per-7-year-IRS-tax-retention + per-7-year-FTC-substantiation-retention + per-7-year-FDD-retention canonical-audit.
Per-portfolio per-product-catalog-canonicalization-agent-canonical-bundle. Per-marketplace-policy-validation + per-multi-pim-catalog-ingestion + per-catalog-conflict-resolution + per-per-vertical-catalog-schema-validation + per-real-time-catalog-change-event-emission + per-bulk-sku-description-generation + per-pim-software + per-product-feed-management canonical-bundle.
Per-portfolio per-canonical-end-to-end-SLA. Per-per-listing-policy-catalog-resolve-to-pre-publish-validation-to-suspension-risk-prediction-to-compliance-gate-to-suspension-recovery-routing-to-multi-stakeholder-approval-to-canary-rollout-SLA canonical-end-to-end-SLA.
Per-portfolio per-canonical-end-to-end-replay. Per-validation-rewind + per-suspension-risk-prediction-rewind + per-recovery-routing-rewind + per-canary-rollout-rewind + per-multi-stakeholder-approval-rewind + per-replay-confidence-tier + per-replay-explainability canonical-replay.

Frequently asked questions

What is per-marketplace policy validation for multi-channel catalog publishing?

Per-marketplace policy validation runs per-portfolio per-banner per-SKU per-canonical-marketplace-pointer (per-Amazon-Marketplace + per-Amazon-Vendor-Central + per-Walmart-Marketplace + per-Walmart-Connect + per-Target-Plus + per-eBay + per-Etsy + per-Wayfair + per-Best-Buy-Marketplace + per-Home-Depot-Marketplace + per-Lowes-Marketplace + per-Costco-Logistics + per-Kroger-Precision-Marketing + per-Newegg + per-Macys-Marketplace + per-Nordstrom-Marketplace + per-Saks-Marketplace + per-Bloomingdales-Marketplace + per-Belk-Marketplace + per-Zalando + per-Otto + per-MyDeal + per-Cdiscount + per-Catch-Marketplace + per-Allegro + per-Rakuten-FR + per-Rakuten-DE + per-Rakuten-JP + per-Rakuten-US + per-Mercado-Libre + per-Lazada + per-Shopee + per-Coupang + per-Idealo + per-PriceGrabber + per-Connexity + per-Facebook-Shop + per-Instagram-Shop + per-TikTok-Shop + per-Pinterest-Shop + per-Snap-Shop + per-Google-Shopping-Merchant-Center + per-Bing-Shopping + per-canonical-marketplace) + per-canonical-per-marketplace-per-listing-policy-catalog + per-canonical-pre-publish-validation-engine + per-canonical-suspension-risk-prediction-spec + per-canonical-compliance-gate-spec + per-canonical-suspension-recovery-routing-spec + per-canonical-audit-trail + per-portfolio-audit-trail.

Why does per-vendor-ChannelAdvisor-canonical-account-flat-listing-attribute-map break at multi-marketplace policy-validation scale?

Per-vendor-ChannelAdvisor-canonical-account-flat-listing-attribute-map ships per-account per-flat-listing-attribute-map primitive — typically a single attribute-mapping spreadsheet plus a generic field-validation library that catches structural errors. No per-marketplace per-listing policy catalog, no per-listing pre-publish validation engine with violation classification, no per-listing suspension-risk prediction, no per-listing compliance gate per-jurisdiction, no per-listing suspension-recovery routing, no per-listing audit trail with regulatory-defense retention. Per-vendor-Mirakl + Sellercloud + Linnworks + Codisto + Ecomdash + Sellbrite + Zentail + Helium-10 + Jungle-Scout + Seller-Labs + DataHawk + Sellics + Teikametrics + SellerApp + Cluster-canonical-account-flat-listing-attribute-map ship per-vendor per-native account-flat-listing-attribute-map primitives. At 1-account-1-flat-listing-attribute-map scale per-account per-flat-listing-attribute-map primitive is enough. At multi-marketplace policy-validation scale per-canonical-marketplace-pointer + per-canonical-per-marketplace-per-listing-policy-catalog + per-canonical-pre-publish-validation-engine + per-canonical-suspension-risk-prediction-spec + per-canonical-compliance-gate-spec + per-canonical-suspension-recovery-routing-spec + per-canonical-audit-trail.

How does per-marketplace per-listing policy-catalog + per-listing pre-publish validation work?

Per-portfolio per-banner per-canonical-per-marketplace-per-listing-policy-catalog runs per-portfolio per-canonical-per-marketplace-restricted-product-category (per-Amazon-Restricted-Products-list + per-Walmart-Prohibited-Products-list + per-eBay-Prohibited-and-Restricted-Items + per-Etsy-Handmade-Vintage-Craft-Supplies-Policy + per-Wayfair-Restricted-Items + per-Best-Buy-Marketplace-Restricted-Items + per-Target-Plus-Restricted-Items + per-Newegg-Restricted-Items) + per-canonical-per-marketplace-IP-trademark-rights-policy (per-Amazon-Brand-Registry + per-Walmart-IP-protection + per-eBay-VeRO + per-Etsy-Intellectual-Property-Policy + per-Apple-IP-Protection + per-Disney-IP-Protection + per-NCAA-NFL-NBA-MLB-IP-Protection + per-Major-League-Soccer-IP-Protection + per-Nike-Adidas-Puma-IP-Protection + per-luxury-brand-IP-Protection-LVMH-Kering-Richemont) + per-canonical-per-marketplace-counterfeit-policy + per-canonical-per-marketplace-grey-market-policy + per-canonical-per-marketplace-MAP-Minimum-Advertised-Price-policy + per-canonical-per-marketplace-pricing-parity-policy + per-canonical-per-marketplace-Buy-Box-eligibility-policy + per-canonical-per-marketplace-listing-title-policy (per-character-length + per-prohibited-keyword + per-required-keyword + per-product-category-prefix + per-brand-prefix-rule + per-pack-size-format + per-prohibited-promotional-language) + per-canonical-per-marketplace-listing-image-policy (per-image-format-JPEG-PNG-WEBP + per-min-pixel-dimension + per-max-pixel-dimension + per-aspect-ratio + per-pure-white-background-requirement + per-no-watermark + per-no-promotional-overlay + per-no-text-overlay-exceeds-N-percent + per-no-people-N-rules + per-no-prohibited-content) + per-canonical-per-marketplace-listing-bullet-point-policy + per-canonical-per-marketplace-listing-description-policy (per-character-length + per-no-HTML-except-allowed + per-no-prohibited-claim + per-no-prohibited-promotional-language + per-no-external-URL + per-no-contact-info-disclosure) + per-canonical-per-marketplace-A-plus-content-EBC-policy + per-canonical-per-marketplace-shipping-policy + per-canonical-per-marketplace-return-policy + per-canonical-per-marketplace-warranty-policy + per-canonical-per-marketplace-GTIN-EAN-UPC-ISBN-MPN-policy + per-canonical-per-marketplace-GS1-checksum-validation + per-canonical-per-marketplace-category-classification-policy (per-Amazon-Browse-Tree + per-Walmart-Item-Spec + per-eBay-Category-Tree + per-Etsy-Taxonomy + per-Wayfair-Class-Code) + per-canonical-per-marketplace-listing-quality-score-policy + per-canonical-per-marketplace-suppression-trigger-list (per-low-quality-image-trigger + per-low-quality-title-trigger + per-low-quality-description-trigger + per-missing-required-attribute-trigger + per-low-stock-trigger + per-frequent-out-of-stock-trigger + per-low-buy-box-trigger + per-IP-trademark-flag-trigger + per-pricing-anomaly-trigger + per-shipping-policy-violation-trigger + per-return-policy-violation-trigger + per-customer-complaint-trigger + per-A-to-Z-Guarantee-claim-trigger + per-late-shipment-rate-trigger + per-cancellation-rate-trigger + per-defect-rate-trigger + per-IP-complaint-trigger + per-counterfeit-complaint-trigger + per-restricted-product-trigger + per-CPSC-recall-trigger + per-FDA-recall-trigger + per-USDA-recall-trigger) + per-canonical-per-marketplace-policy-version + per-canonical-per-marketplace-policy-changelog-ingestion + per-canonical-per-marketplace-policy-confidence-tier + per-canonical-per-marketplace-policy-explainability. Per-canonical-pre-publish-validation-engine runs per-portfolio per-canonical-per-listing-rule-based-validation + per-canonical-per-listing-NLP-validation + per-canonical-per-listing-multi-LLM-validation (per-GPT-4o + per-Claude + per-Gemini-Pro + per-multi-LLM-ensemble + per-LLM-self-consistency + per-LLM-chain-of-thought) + per-canonical-per-listing-computer-vision-image-validation (per-OCR-overlay-extraction + per-prohibited-content-detection + per-watermark-detection + per-text-overlay-percentage + per-people-detection-and-policy + per-trademark-logo-detection + per-counterfeit-detection) + per-canonical-per-listing-XGBoost-LightGBM-CatBoost-classification + per-canonical-per-listing-validation-confidence-tier + per-canonical-per-listing-validation-explainability.

What does per-listing suspension-risk-prediction + per-listing compliance-gate work?

Per-portfolio per-banner per-marketplace per-listing per-canonical-suspension-risk-prediction-spec runs per-portfolio per-canonical-per-listing-survival-analysis-time-to-suspension (per-Cox-PH + per-Kaplan-Meier + per-Weibull-AFT + per-Random-Survival-Forest + per-DeepSurv) + per-canonical-per-listing-Bayesian-hierarchical-multi-level-model + per-canonical-per-listing-XGBoost-LightGBM-CatBoost-classifier + per-canonical-per-listing-Transformer-Temporal-Fusion-Transformer + per-canonical-per-listing-multi-LLM-classifier + per-canonical-per-listing-causal-uplift-CATE + per-canonical-per-listing-suspension-risk-score + per-canonical-per-listing-suspension-risk-confidence-interval + per-canonical-per-listing-suspension-driver-explainability (per-SHAP + per-LIME + per-PFI) + per-canonical-per-listing-suspension-risk-tier (per-low + per-medium + per-high + per-critical) + per-canonical-per-listing-suspension-driver-snapshot. Per-canonical-compliance-gate-spec runs per-portfolio per-canonical-per-listing-FTC-substantiation-doctrine + per-canonical-per-listing-FTC-MARS + per-canonical-per-listing-FTC-AI-disclosure + per-canonical-per-listing-FTC-endorsement-guides + per-canonical-per-listing-FTC-Made-in-USA + per-canonical-per-listing-FTC-Green-Guides + per-canonical-per-listing-FTC-Health-Products-Compliance-Guide + per-canonical-per-listing-FTC-Negative-Option-ROSCA + per-canonical-per-listing-FTC-MAP + per-canonical-per-listing-CFPB-UDAAP + per-canonical-per-listing-FDA-21-CFR-Part-101 + per-canonical-per-listing-FDA-21-CFR-Part-202 + per-canonical-per-listing-FDA-DSHEA + per-canonical-per-listing-FDA-DSCSA + per-canonical-per-listing-FDA-medical-device + per-canonical-per-listing-FDA-cosmetic + per-canonical-per-listing-USDA-Organic + per-canonical-per-listing-USDA-COOL + per-canonical-per-listing-NAD-NARB + per-canonical-per-listing-state-baby-food + per-canonical-per-listing-state-recreational-cannabis + per-canonical-per-listing-state-ABC-alcohol + per-canonical-per-listing-DEA-controlled-substance + per-canonical-per-listing-ATF + per-canonical-per-listing-CPSC-CPSIA + per-canonical-per-listing-CPSC-recall-monitor + per-canonical-per-listing-FDA-recall-monitor + per-canonical-per-listing-USDA-recall-monitor + per-canonical-per-listing-EPA-FIFRA + per-canonical-per-listing-Prop-65 + per-canonical-per-listing-export-control-EAR-ITAR-OFAC + per-canonical-per-listing-FDD-Item-12-Item-17-Item-19 + per-canonical-per-listing-FINRA-2210 + per-canonical-per-listing-SEC-Reg-S-K + per-canonical-per-listing-HIPAA + per-canonical-per-listing-Lanham-Act + per-canonical-per-listing-state-UDTPA + per-canonical-per-listing-state-FRR + per-canonical-per-listing-Robinson-Patman + per-canonical-per-listing-WCAG-2.2-AA + per-canonical-per-listing-Section-508 + per-canonical-per-listing-ADA-Title-III + per-canonical-per-listing-EU-AI-Act-Article-50 + per-canonical-per-listing-EU-AI-Act-Article-13-Article-14-Article-15 + per-canonical-per-listing-Digital-Services-Act-DSA-Article-30-trader-verification + per-canonical-per-listing-Digital-Markets-Act-DMA + per-canonical-per-listing-General-Product-Safety-Regulation-GPSR-EU-2023-988 + per-canonical-per-listing-CCPA-CPRA + per-canonical-per-listing-GDPR + per-canonical-per-listing-LGPD + per-canonical-per-listing-DPDP + per-canonical-per-listing-PIPEDA + per-canonical-per-listing-CASL + per-canonical-per-listing-COPPA + per-canonical-per-listing-NIST-AI-RMF + per-canonical-per-listing-ISO-42001 + per-canonical-per-listing-OPA-Rego-AWS-Cedar-Casbin-Cerbos-Oso-policy-as-code + per-canonical-per-listing-compliance-confidence-tier + per-canonical-per-listing-compliance-explainability.

What does per-listing suspension-recovery-routing + per-listing cross-skill-handoff do?

Per-portfolio per-marketplace per-listing per-canonical-suspension-recovery-routing-spec runs per-portfolio per-canonical-per-listing-auto-fix-route (per-canonical-form-conversion + per-truncate-to-max-length + per-pad-to-min-length + per-Title-Case-conversion + per-image-re-encode + per-image-text-overlay-strip + per-image-watermark-strip + per-language-translation + per-currency-conversion + per-MAP-floor-uplift + per-listing-quality-score-uplift) + per-canonical-per-listing-block-publish-route + per-canonical-per-listing-degrade-publish-route + per-canonical-per-listing-batch-review-route + per-canonical-per-listing-send-to-FBC-route + per-canonical-per-listing-escalate-to-team-lead-route + per-canonical-per-listing-escalate-to-legal-route + per-canonical-per-listing-Plan-of-Action-POA-drafting (per-Amazon-POA + per-Walmart-POA + per-eBay-Account-Defense + per-Etsy-Reinstatement + per-Wayfair-Reinstatement + per-Best-Buy-Reinstatement + per-Target-Plus-Reinstatement) + per-canonical-per-listing-appeal-template-rendering (per-Amazon-appeal-template + per-Walmart-appeal-template + per-eBay-appeal-template + per-Etsy-appeal-template + per-Wayfair-appeal-template + per-Best-Buy-appeal-template + per-Target-Plus-appeal-template) + per-canonical-per-listing-canary-rollout (per-1-pct + per-5-pct + per-10-pct + per-25-pct + per-50-pct + per-100-pct) + per-canonical-per-listing-shadow-mode + per-canonical-per-listing-rollback + per-canonical-per-listing-multi-stakeholder-approval + per-canonical-per-listing-recovery-routing-confidence-tier + per-canonical-per-listing-recovery-routing-explainability. Per-canonical-per-listing-cross-skill-handoff runs per-portfolio per-canonical-per-listing-handoff-to-marketplace-management-software (parent commercial pillar at /marketplace-management-software) + per-canonical-per-listing-handoff-to-product-catalog-canonicalization (parent agent) + per-canonical-per-listing-handoff-to-channel-policy-validation-build-pillar (sibling build-pillar at /how-to-build-per-channel-policy-validation-for-product-data-feeds) + per-canonical-per-listing-handoff-to-per-channel-product-description-orchestration-build-pillar (sibling build-pillar at /how-to-architect-channel-aware-product-description-orchestration) + per-canonical-per-listing-handoff-to-bulk-sku-description-generation (sibling commercial at /bulk-sku-description-generation) + per-canonical-per-listing-handoff-to-multi-pim-catalog-ingestion (sibling commercial at /multi-pim-catalog-ingestion) + per-canonical-per-listing-handoff-to-pim-software (sibling commercial at /pim-software) + per-canonical-per-listing-handoff-to-catalog-conflict-resolution-build-pillar (sibling build-pillar at /how-to-architect-catalog-conflict-resolution-golden-record-emission) + per-canonical-per-listing-handoff-to-per-vertical-catalog-schema-validation-build-pillar (sibling build-pillar at /how-to-build-per-vertical-catalog-schema-validation-for-multi-vertical-regulated-operators) + per-canonical-per-listing-handoff-to-real-time-catalog-change-event-emission-build-pillar (sibling build-pillar at /how-to-build-real-time-catalog-change-event-emission) + per-canonical-per-listing-handoff-to-product-feed-management (sibling commercial at /product-feed-management) + per-canonical-per-listing-handoff-to-inventory-aware-pdp-variation (sibling commercial at /inventory-aware-pdp-variation) + per-canonical-per-listing-handoff-to-multi-channel-inventory-management (sibling commercial at /multi-channel-inventory-management) + per-canonical-per-listing-handoff-to-real-time-multi-location-inventory-state-monitoring-build-pillar (sibling build-pillar at /how-to-build-real-time-multi-location-inventory-state-monitoring-for-franchise-and-ecom) + per-canonical-per-listing-handoff-to-product-traceability-software (sibling commercial at /product-traceability-software) + per-canonical-per-listing-handoff-to-versioned-product-history-build-pillar (sibling build-pillar at /how-to-build-versioned-product-history-for-recall-traceability-across-multi-vendor-supply-chains) + per-canonical-per-listing-handoff-to-product-compliance (sibling commercial at /product-compliance) + per-canonical-per-listing-handoff-to-claims-allowlist-substantiation-build-pillar (sibling build-pillar at /how-to-build-claims-allowlist-substantiation-for-ai-generated-marketing) + per-canonical-per-listing-handoff-to-multi-brand-forbidden-phrase-library-build-pillar (sibling build-pillar at /how-to-build-multi-brand-forbidden-phrase-library-for-ai-output-gating) + per-canonical-per-listing-handoff-to-five-destination-routing-build-pillar (sibling build-pillar at /how-to-build-five-destination-routing-for-ai-decision-approval) + per-canonical-per-listing-handoff-to-routing-audit-trail-build-pillar (sibling build-pillar at /how-to-build-routing-audit-trails-for-ai-output-governance) + per-canonical-per-listing-handoff-to-versioned-history-regulatory-defense-build-pillar (sibling build-pillar at /how-to-build-versioned-history-regulatory-defense-for-multi-location-operators) + per-canonical-per-listing-handoff-to-marketing-vendor-changelog-monitoring (sibling commercial at /marketing-vendor-changelog-monitoring) + per-canonical-per-listing-handoff-to-filtered-regulatory-change-monitoring-build-pillar (sibling build-pillar at /how-to-build-filtered-regulatory-change-monitoring) + per-canonical-per-listing-handoff-to-per-vertical-compliance-overlay-build-pillar (sibling build-pillar at /how-to-build-per-vertical-compliance-overlay) + per-canonical-per-listing-handoff-to-marketing-compliance-overlay-regulated-build-pillar (sibling build-pillar at /how-to-build-marketing-compliance-overlay-for-regulated-industries) + per-canonical-per-listing-handoff-to-multi-location-jsonld-generation (sibling commercial at /multi-location-jsonld-generation) + per-canonical-per-listing-handoff-to-rich-result-eligibility-scoring (sibling commercial at /rich-result-eligibility-scoring) + per-canonical-per-listing-handoff-to-brand-voice-management + per-canonical-per-listing-handoff-to-forbidden-phrase-library + per-canonical-per-listing-handoff-to-claims-substantiation. Per-product-catalog-canonicalization-agent-canonical-bundle integrates the marketplace-policy-validation skill with sibling skills on the same product-catalog-canonicalization agent: per-canonical-marketplace-policy-validation (this skill) + per-canonical-multi-pim-catalog-ingestion + per-canonical-catalog-conflict-resolution + per-canonical-per-vertical-catalog-schema-validation + per-canonical-real-time-catalog-change-event-emission + per-canonical-bulk-sku-description-generation + per-canonical-pim-software + per-canonical-product-feed-management. Per-canonical-end-to-end-SLA runs per-canonical-per-listing-policy-catalog-resolve-to-pre-publish-validation-to-suspension-risk-prediction-to-compliance-gate-to-suspension-recovery-routing-to-multi-stakeholder-approval-to-canary-rollout-SLA canonical-SLA.

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

Per-portfolio per-listing per-canonical-audit-trail runs per-portfolio per-canonical-per-listing-canonical-audit-record (per-validation-run-ID + per-banner-pointer + per-SKU-pointer + per-43-canonical-marketplace-snapshot + per-restricted-product-category-snapshot + per-IP-trademark-rights-policy-snapshot + per-counterfeit-policy-snapshot + per-grey-market-policy-snapshot + per-MAP-policy-snapshot + per-pricing-parity-policy-snapshot + per-Buy-Box-eligibility-snapshot + per-listing-title-policy-snapshot + per-listing-image-policy-snapshot + per-listing-bullet-point-policy-snapshot + per-listing-description-policy-snapshot + per-A-plus-content-EBC-policy-snapshot + per-shipping-return-warranty-policy-snapshot + per-GTIN-EAN-UPC-ISBN-MPN-policy-snapshot + per-GS1-checksum-snapshot + per-category-classification-snapshot + per-listing-quality-score-snapshot + per-22-suppression-trigger-snapshot + per-policy-version-snapshot + per-policy-changelog-ingestion-snapshot + per-rule-based-validation-snapshot + per-NLP-validation-snapshot + per-multi-LLM-validation-snapshot + per-computer-vision-image-validation-snapshot + per-XGBoost-LightGBM-CatBoost-snapshot + per-validation-confidence-tier-snapshot + per-survival-analysis-time-to-suspension-snapshot (Cox-PH + Kaplan-Meier + Weibull-AFT + Random-Survival-Forest + DeepSurv) + per-Bayesian-hierarchical-snapshot + per-Transformer-TFT-snapshot + per-causal-uplift-CATE-snapshot + per-suspension-risk-score-snapshot + per-suspension-risk-confidence-interval-snapshot + per-suspension-driver-SHAP-LIME-PFI-snapshot + per-suspension-risk-tier-snapshot + per-auto-fix-route-snapshot + per-block-publish-route-snapshot + per-degrade-publish-route-snapshot + per-batch-review-route-snapshot + per-send-to-FBC-route-snapshot + per-escalate-to-team-lead-route-snapshot + per-escalate-to-legal-route-snapshot + per-Plan-of-Action-POA-drafting-snapshot + per-appeal-template-rendering-snapshot + per-canary-rollout-snapshot + per-shadow-mode-snapshot + per-rollback-snapshot + per-multi-stakeholder-approval-snapshot + per-recovery-routing-confidence-tier-snapshot + per-FTC-substantiation-doctrine-snapshot + per-FTC-MARS-snapshot + per-FTC-AI-disclosure-snapshot + per-FTC-endorsement-guides-snapshot + per-FTC-Made-in-USA-snapshot + per-FTC-Negative-Option-ROSCA-snapshot + per-FTC-MAP-snapshot + per-CFPB-UDAAP-snapshot + per-FDA-21-CFR-Part-101-Part-202-snapshot + per-FDA-DSHEA-snapshot + per-FDA-DSCSA-snapshot + per-FDA-medical-device-snapshot + per-FDA-cosmetic-snapshot + per-USDA-Organic-snapshot + per-USDA-COOL-snapshot + per-NAD-NARB-snapshot + per-state-baby-food-snapshot + per-state-recreational-cannabis-snapshot + per-state-ABC-alcohol-snapshot + per-DEA-snapshot + per-ATF-snapshot + per-CPSC-CPSIA-snapshot + per-CPSC-recall-monitor-snapshot + per-FDA-recall-monitor-snapshot + per-USDA-recall-monitor-snapshot + per-EPA-FIFRA-snapshot + per-Prop-65-snapshot + per-export-control-EAR-ITAR-OFAC-snapshot + per-FDD-Item-12-Item-17-Item-19-snapshot + per-FINRA-2210-snapshot + per-SEC-Reg-S-K-snapshot + per-HIPAA-snapshot + per-Lanham-snapshot + per-state-UDTPA-snapshot + per-state-FRR-snapshot + per-Robinson-Patman-snapshot + per-WCAG-2.2-AA-Section-508-ADA-Title-III-snapshot + per-EU-AI-Act-Article-50-snapshot + per-EU-AI-Act-Article-13-Article-14-Article-15-snapshot + per-Digital-Services-Act-DSA-Article-30-snapshot + per-Digital-Markets-Act-DMA-snapshot + per-General-Product-Safety-Regulation-GPSR-snapshot + per-CCPA-CPRA-snapshot + per-GDPR-snapshot + per-LGPD-snapshot + per-DPDP-snapshot + per-PIPEDA-snapshot + per-CASL-snapshot + per-COPPA-snapshot + per-NIST-AI-RMF-snapshot + per-ISO-42001-snapshot + per-OPA-Cedar-Casbin-Cerbos-Oso-policy-snapshot + per-compliance-confidence-tier-snapshot + per-canonical-audit-record) + per-canonical-FTC-substantiation + per-canonical-FTC-MARS + per-canonical-FTC-AI-disclosure + per-canonical-FTC-endorsement-guides + per-canonical-FTC-Negative-Option-ROSCA + per-canonical-FTC-MAP + per-canonical-CFPB-UDAAP + per-canonical-FDA-21-CFR-Part-101-Part-202 + per-canonical-FDA-DSHEA + per-canonical-FDA-DSCSA + per-canonical-FDA-medical-device + per-canonical-USDA-Organic + per-canonical-USDA-COOL + per-canonical-NAD-NARB + per-canonical-state-recreational-cannabis + per-canonical-DEA + per-canonical-CPSC-CPSIA + per-canonical-CPSC-recall + per-canonical-FDA-recall + per-canonical-USDA-recall + per-canonical-EPA-FIFRA + per-canonical-Prop-65 + per-canonical-export-control-EAR-ITAR-OFAC + per-canonical-FDD-Item-12-Item-17-Item-19 + per-canonical-FINRA-2210 + per-canonical-SEC-Reg-S-K + per-canonical-HIPAA + per-canonical-Lanham + per-canonical-state-FRR + per-canonical-Robinson-Patman + per-canonical-WCAG-2.2-AA-Section-508-ADA-Title-III + per-canonical-EU-AI-Act-Article-50 + per-canonical-EU-AI-Act-Article-13-Article-14-Article-15 + per-canonical-Digital-Services-Act-DSA + per-canonical-Digital-Markets-Act-DMA + per-canonical-General-Product-Safety-Regulation-GPSR + per-canonical-CCPA-CPRA-DSAR + per-canonical-GDPR-DPIA + per-canonical-LGPD-ANPD + per-canonical-DPDP-India + per-canonical-PIPEDA-OPC + per-canonical-CASL-CRTC + per-canonical-COPPA + per-canonical-NIST-AI-RMF + per-canonical-ISO-42001 + per-canonical-SOC-2-Type-II + per-canonical-immutable-WORM-storage + per-canonical-7-year-IRS-tax-retention + per-canonical-7-year-FTC-substantiation-retention + per-canonical-7-year-FDD-retention. Per-canonical-end-to-end-replay runs per-portfolio per-canonical-per-listing-validation-rewind + per-canonical-per-listing-suspension-risk-prediction-rewind + per-canonical-per-listing-recovery-routing-rewind + per-canonical-per-listing-canary-rollout-rewind + per-canonical-per-listing-multi-stakeholder-approval-rewind + per-canonical-per-listing-replay-confidence-tier + per-canonical-per-listing-replay-explainability.

Engage the product-catalog-canonicalization agent

Per-portfolio per-banner per-SKU per-canonical-marketplace-pointer + per-canonical-per-marketplace-per-listing-policy-catalog + per-canonical-pre-publish-validation-engine + per-canonical-suspension-risk-prediction-spec + per-canonical-compliance-gate-spec + per-canonical-suspension-recovery-routing-spec + per-canonical-audit-trail + per-portfolio-audit-trail shipped as the orchestration layer above your existing per-marketplace-management-vendor + per-Amazon-marketplace-analytics-vendor + per-marketplace-suspension-recovery-vendor + per-product-compliance-recall-vendor primitive.

Book a scope call Browse the 32-agent catalog