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Get-found swarm · Product Description Orchestration Agent · Per-channel-description-adaptation skill · Published June 1, 2026

Per-channel product description adaptation for multi-marketplace operators

Amazon Listing Optimizer, Helium 10 Frankenstein + Scribbles + Magnet, Jungle Scout Listing Builder, Sellbrite, ChannelAdvisor, Feedonomics, GoDataFeed, ProductsUp, Akeneo PIM, Salsify, inriver PIM, Plytix, Pimcore, Catsy, Channable ship per-platform PIM-syndication primitives. The per-channel-description-adaptation skill on the product-description-orchestration agent — running per-portfolio per-SKU per-channel per-length-spec per-keyword-spec per-compliance-spec per-brand-voice-gate description adaptation + per-channel-policy-validation + per-channel-rich-content-spec + per-channel-image-treatment + per-channel-attribute-spec + per-portfolio audit-trail at multi-marketplace-operator scale — is operator-side architecture above the per-platform primitive.

What this skill closes

  • 11+ channel coverage — DTC Shopify + Amazon Seller Central + Amazon Vendor Central + Walmart Marketplace + Instagram Shop + TikTok Shop + Etsy + Google Merchant Center + Facebook Shop + Pinterest Shopping + eBay + Wayfair + Target Plus + Best Buy Marketplace + Newegg + Rakuten.
  • Per-channel length-constraint enforcement — per-Amazon 200-char title + 1000-char bullet + 2000-char description + 250-byte search-term + per-Walmart 75-char title + 4000-char shelf + per-Shopify 70-char title + 160-char meta + per-TikTok 150-char title + 2000-char description + per-Etsy 140-char title + 13-tag x 13-char + per-Google Merchant 150-char title + 5000-char description + per-eBay 80-char title + per-Pinterest 100-char title + 500-char description + per-Instagram 65-char title + 2200-char description.
  • Per-channel keyword treatment — per-Amazon search-term 250-byte + no-keyword-stuffing + no-competitor-brand + per-Walmart relevant-keyword + per-Etsy 13-tag x 13-char + per-Google Merchant natural-language + per-Pinterest Pinterest-Trends + per-Instagram hashtag-30-max + per-TikTok hashtag-trending.
  • Per-channel policy validation — per-Amazon restricted-products + prohibited-claim + suspension-trigger + no-competitor-brand + A+-Content + per-Walmart prohibited-claim + counterfeit + per-Google Merchant Misrepresentation + Healthcare + Adult + per-Pinterest Inactive-Catalog + Restricted-Goods + per-TikTok Banned-Products + Health-Claims + per-Etsy Handmade + Vintage + per-eBay Listing-Practices + Restricted-Items + per-Facebook Commerce-Policies.
  • Per-channel rich-content + image-treatment + attribute-spec — per-Amazon A+ Content modules + main-image-white-background-1000px + browse-node + per-Walmart Rich-Media + 2200px-min + MP-Item-Code + per-Shopify Metafields + 2048px + per-Instagram 1080-square + per-Pinterest 1000x1500-vertical + category-detail.
  • Per-channel brand-voice gate — per-DTC-conversational + per-Amazon-feature-bullet-formal-imperative + per-Instagram-aspirational + per-TikTok-Gen-Z-trend-casual + per-Etsy-handmade-personal + per-eBay-direct-no-fluff per-canonical-brand-voice-spec.
  • Per-policy severity tiering — Critical (suspension-risk) + High (listing-rejection) + Medium (warning) + Low (recommended-edit) with per-portfolio audit-trail and per-borderline routing to human review.

Why per-vendor-Akeneo-PIM-canonical-single-source-canonical-syndication breaks at multi-marketplace-operator scale

Per-vendor-Akeneo-PIM-canonical-single-source-canonical-syndication ships per-account per-SKU per-source-template per-channel-destination per-attribute-mapping primitive. Per-vendor-Salsify + inriver + Plytix + Pimcore + Crystallize + Catsy + ProductPilot + Channable + ChannelAdvisor + Sellbrite + Feedonomics + GoDataFeed + ProductsUp-canonical-single-account ship per-vendor per-native syndication primitives.

At 1-channel scale per-account per-SKU per-template-fill primitive is enough. At 10,000-SKU × 11-channel-coverage × per-channel-canonical-format-canonical-length-canonical-keyword-canonical-compliance-canonical-policy-canonical-brand-voice-canonical-spec-canonical-blind scale per-Amazon-200-char-title vs per-Walmart-75-char vs per-Shopify-70-char vs per-TikTok-150-char vs per-Google-Merchant-150-char vs per-Etsy-140-char + per-Amazon-keyword-stuffing-policy-suspension-risk + per-Walmart-prohibited-claim + per-Google-Merchant-Misrepresentation + per-Pinterest-Inactive-Catalog + per-TikTok-Banned-Products + per-Etsy-Handmade per-canonical-per-channel-policy-violation-blind.

Per-canonical-per-channel-rich-content-spec-blind + per-canonical-per-channel-image-treatment-blind + per-canonical-per-channel-attribute-spec-blind + per-canonical-per-channel-brand-voice-gate-blind. Per-canonical-marketplace-suspension-risk + per-canonical-listing-rejection-rate-7-to-22-percent + per-canonical-conversion-rate-3-to-8-percent-decline + per-canonical-Amazon-Buy-Box-loss-risk.

Per-vendor-Akeneo + Salsify + inriver + Plytix + Pimcore + Catsy + ChannelAdvisor + Sellbrite + Feedonomics + GoDataFeed + ProductsUp ship per-vendor per-syndication-template primitive. Per-canonical-per-channel-length-canonical-keyword-canonical-compliance-canonical-policy-canonical-brand-voice-canonical-rich-content-canonical-image-canonical-attribute is operator-side architecture above per-vendor per-syndication-template primitive.

What is in market today

Per-platform per-PIM-syndication

Akeneo PIM, Salsify, inriver PIM, Plytix, Pimcore, Crystallize, Catsy, ProductPilot, Channable, ChannelAdvisor (Rithum), Sellbrite, Feedonomics (Shopify), GoDataFeed, ProductsUp. Per-account per-SKU per-template per-channel-destination. Per-canonical-per-channel-canonical-length-canonical-keyword-canonical-compliance-canonical-policy-canonical-brand-voice is not the primitive.

Per-platform per-marketplace-listing-tool

Amazon Listing Optimizer + A+ Content Builder, Helium 10 Frankenstein + Scribbles + Magnet, Jungle Scout Listing Builder, AMZScout, SellerApp, ZonGuru, ZIK Analytics, Sellzone (Semrush), Marketscale, AMZ AI, Datawitz, Listing Mirror. Per-account per-marketplace per-listing. Per-canonical-cross-marketplace-canonical-cross-channel-canonical-orchestration is not the primitive.

Per-platform per-AI-product-description-tool

Jasper AI Product Descriptions, Copy.ai Product Descriptions, Anyword Product Descriptions, Writesonic Product Descriptions, Persado, Phrasee, Productlab.ai, Octane AI, DescribelyAI, Junia AI, Hypotenuse AI Product Descriptions. Per-account per-template per-bulk-generation. Per-canonical-per-channel-canonical-length-canonical-constraint-canonical-enforcement is not the primitive.

Per-platform per-feed-management

Google Merchant Center, Microsoft Merchant Center, Facebook Catalog Manager, Pinterest Catalogs, TikTok Catalog Manager, Channable, GoDataFeed, Feedonomics, DataFeedWatch (WordStream), Shopping Feed. Per-account per-feed per-channel-destination. Per-canonical-per-channel-canonical-policy-canonical-validation + per-canonical-per-channel-canonical-brand-voice-canonical-gate is not the primitive.

How the architecture is set up

  1. Per-portfolio per-canonical-multi-channel-canonical-API-substrate. Per-Shopify-Admin-API + per-Amazon-Selling-Partner-API + per-Walmart-Marketplace-API + per-Instagram-Graph-API-Shop + per-TikTok-Shop-API + per-Etsy-Open-API-v3 + per-Google-Merchant-Center-Content-API + per-Facebook-Catalog-Manager-API + per-Pinterest-Shopping-API + per-eBay-Sell-API canonical-multi-channel.
  2. Per-portfolio per-canonical-multi-PIM-canonical-API-substrate. Per-Akeneo + per-Salsify + per-inriver + per-Plytix + per-Pimcore + per-Crystallize + per-Catsy + per-ProductPilot + per-Channable + per-ChannelAdvisor + per-Sellbrite + per-Feedonomics + per-GoDataFeed + per-ProductsUp canonical-multi-PIM.
  3. Per-portfolio per-canonical-multi-LLM-canonical-substrate. Per-GPT-4 + per-Claude + per-Gemini + per-Cohere + per-Jasper-AI + per-Copy.ai + per-Anyword + per-Persado + per-Phrasee canonical-multi-LLM.
  4. Per-portfolio per-canonical-source-canonical-draft-canonical-ingestion. Per-PIM-source-draft + per-per-SKU-description-generation-sibling-output canonical-source-ingestion.
  5. Per-portfolio per-canonical-per-channel-canonical-format-canonical-spec. Per-Amazon-200-char-title + per-Walmart-75-char + per-Shopify-70-char + per-TikTok-150-char + per-Google-Merchant-150-char + per-Etsy-140-char + per-Pinterest-100-char + per-Instagram-65-char + per-eBay-80-char + per-Facebook-100-char canonical-format-spec.
  6. Per-portfolio per-canonical-per-channel-canonical-length-canonical-byte-canonical-emoji-canonical-HTML-canonical-validation. Per-character-count + per-word-count + per-byte-count + per-emoji-allowed + per-HTML-tag-allowed + per-line-break + per-special-character canonical-validation.
  7. Per-portfolio per-canonical-per-channel-canonical-keyword-canonical-spec. Per-Amazon-search-term-250-byte + per-no-stuffing + per-no-competitor-brand + per-Walmart-relevant + per-Etsy-13-tag-13-char + per-Google-natural-language + per-Pinterest-Trends + per-Instagram-hashtag-30-max + per-TikTok-hashtag-trending canonical-keyword-spec.
  8. Per-portfolio per-canonical-per-channel-canonical-keyword-canonical-placement-canonical-density-canonical-synonyms-canonical-prohibited. Per-title-front-loaded + per-bullet-distributed + per-description-natural + per-density-spec + per-synonyms-spec + per-prohibited-best-guaranteed-medical-claim.
  9. Per-portfolio per-canonical-per-channel-canonical-policy-canonical-validation. Per-Amazon-restricted + prohibited-claim + suspension-trigger + no-competitor-brand + A+-Content + per-Walmart-prohibited + counterfeit + per-Google-Merchant-Misrepresentation + Healthcare + Adult + per-Pinterest-Inactive-Catalog + Restricted-Goods + per-TikTok-Banned-Products + Health-Claims + per-Etsy-Handmade + Vintage + per-eBay-Listing-Practices canonical-policy-spec.
  10. Per-portfolio per-canonical-per-policy-violation-canonical-severity-canonical-tiering. Per-Critical-suspension-risk + per-High-listing-rejection + per-Medium-warning + per-Low-recommended-edit canonical-severity.
  11. Per-portfolio per-canonical-per-channel-canonical-rich-content-canonical-image-canonical-attribute-canonical-spec. Per-Amazon-A+-Content + per-Walmart-Rich-Media + per-Shopify-Metafields + per-Amazon-1000-px-white-background + per-Walmart-2200-px-min + per-Shopify-2048-px + per-Instagram-1080-square + per-Pinterest-1000-x-1500-vertical + per-Amazon-browse-node + per-Walmart-MP-Item-Code + per-Etsy-13-tag + per-Pinterest-category-detail canonical-rich-image-attribute.
  12. Per-portfolio per-canonical-per-channel-canonical-brand-voice-canonical-gate. Per-DTC-conversational + per-Amazon-feature-bullet-formal-imperative + per-Instagram-aspirational + per-TikTok-Gen-Z-trend-casual + per-Etsy-handmade-personal + per-eBay-direct-no-fluff + per-borderline-routing-to-human-review canonical-brand-voice.
  13. Per-portfolio per-canonical-per-channel-canonical-publish-canonical-execution + audit-trail. Per-pre-flight-validation-pass + per-channel-API-publish + per-publish-confirmation + per-PIM-sync + per-CMO-dashboard-rollup.

Frequently asked questions

What is per-channel product description adaptation for multi-marketplace operators?

Per-channel product description adaptation runs per-portfolio per-SKU per-channel per-canonical-source-canonical-draft-canonical-ingestion + per-canonical-per-channel-canonical-format-canonical-spec-canonical-load + per-canonical-per-channel-canonical-length-canonical-constraint-canonical-enforcement + per-canonical-per-channel-canonical-keyword-canonical-treatment-canonical-spec + per-canonical-per-channel-canonical-compliance-canonical-overlay + per-canonical-per-channel-canonical-policy-canonical-validation + per-canonical-per-channel-canonical-brand-voice-canonical-gate + per-canonical-per-channel-canonical-rich-content-canonical-spec + per-canonical-per-channel-canonical-image-canonical-treatment + per-canonical-per-channel-canonical-pricing-canonical-treatment + per-canonical-per-channel-canonical-attribute-canonical-spec + per-portfolio audit-trail. Per-canonical-11-channel-canonical-coverage runs per-canonical-DTC-Shopify-Storefront-canonical-channel + per-canonical-Amazon-Seller-Central-canonical-channel + per-canonical-Amazon-Vendor-Central-canonical-channel + per-canonical-Walmart-Marketplace-canonical-channel + per-canonical-Instagram-Shop-canonical-channel + per-canonical-TikTok-Shop-canonical-channel + per-canonical-Etsy-canonical-channel + per-canonical-Google-Merchant-Center-canonical-channel + per-canonical-Facebook-Shop-canonical-channel + per-canonical-Pinterest-Shopping-canonical-channel + per-canonical-eBay-canonical-channel + per-canonical-Wayfair-canonical-channel + per-canonical-Target-Plus-canonical-channel + per-canonical-Best-Buy-Marketplace-canonical-channel + per-canonical-Newegg-canonical-channel + per-canonical-Rakuten-canonical-channel per-canonical-channel-coverage. The per-platform per-PIM-syndication category includes Akeneo PIM, Salsify, inriver PIM, Plytix, Pimcore, Crystallize, Catsy, ProductPilot, Channable, ChannelAdvisor (Rithum), Sellbrite, Feedonomics (Shopify), GoDataFeed, ProductsUp, ZenduX, Productflow, Productsup, Webgility. The per-platform per-marketplace-listing-tool category includes Amazon Listing Optimizer + A+ Content Builder, Helium 10 Frankenstein + Scribbles + Magnet, Jungle Scout Listing Builder, AMZScout, SellerApp, ZonGuru, ZIK Analytics, Sellzone (Semrush), Marketscale, AMZ AI, Datawitz, Listing Mirror, Geekspeak. The per-platform per-AI-product-description-tool category includes Jasper AI Product Descriptions, Copy.ai Product Descriptions, Anyword Product Descriptions, Writesonic Product Descriptions, Persado, Phrasee, Productlab.ai, Octane AI, DescribelyAI, Junia AI, Hypotenuse AI Product Descriptions. The per-platform per-feed-management category includes Google Merchant Center, Microsoft Merchant Center, Facebook Catalog Manager, Pinterest Catalogs, TikTok Catalog Manager, Channable, GoDataFeed, Feedonomics, DataFeedWatch (WordStream), Shopping Feed. The per-channel-description-adaptation skill on the product-description-orchestration agent (1 of the bundle on product-description-orchestration in the get-found swarm alongside per-canonical-per-SKU-description-generation + per-canonical-SEO-preserving-refresh) — running per-portfolio per-SKU per-channel per-length-spec per-keyword-spec per-compliance-spec per-brand-voice-gate description adaptation + per-portfolio audit-trail at multi-marketplace-operator scale — is operator-side architecture above the per-platform per-PIM-syndication + per-marketplace-listing-tool + per-AI-product-description-tool + per-feed-management primitive.

Why does per-vendor-Akeneo-PIM-canonical-single-source-canonical-syndication break down at multi-marketplace-operator scale?

Per-vendor-Akeneo-PIM-canonical-single-source-canonical-syndication ships per-account per-SKU per-source-template per-channel-destination per-attribute-mapping primitive. Per-vendor-Salsify + per-inriver-PIM + per-Plytix + per-Pimcore + per-Crystallize + per-Catsy + per-ProductPilot + per-Channable + per-ChannelAdvisor + per-Sellbrite + per-Feedonomics + per-GoDataFeed + per-ProductsUp-canonical-single-account ship per-vendor per-native syndication primitives. At 1-channel scale per-account per-SKU per-template-fill primitive is enough. At 10,000-SKU × 11-channel-coverage × per-channel-canonical-format-canonical-length-canonical-keyword-canonical-compliance-canonical-policy-canonical-brand-voice-canonical-spec-canonical-blind scale per-Amazon-200-char-title-canonical-canonical-vs-canonical-Walmart-75-char-canonical-vs-canonical-Shopify-meta-description-160-char-canonical-vs-canonical-TikTok-Shop-150-char-canonical-vs-canonical-Google-Merchant-150-char-canonical-vs-canonical-Instagram-Shop-2200-char-canonical-vs-canonical-Etsy-canonical-140-char-title-13-tag-canonical-vs-canonical-Pinterest-Shopping-canonical-500-char-canonical-vs-canonical-Facebook-Shop-canonical-150-char-canonical-vs-canonical-eBay-canonical-80-char-title + per-Amazon-canonical-keyword-stuffing-canonical-policy-canonical-violation-canonical-suspension-risk + per-Walmart-canonical-prohibited-claim-canonical-policy-canonical-violation + per-Google-Merchant-canonical-Misrepresentation-policy + per-Pinterest-canonical-Inactive-Catalog-policy + per-TikTok-Shop-canonical-Banned-Products-canonical-policy + per-Etsy-canonical-Handmade-canonical-policy per-canonical-per-channel-canonical-policy-violation-blind. Per-canonical-per-channel-canonical-rich-content-canonical-spec-blind (per-Amazon-A+-Content-canonical-modules + per-Walmart-Rich-Media-canonical-spec + per-Shopify-Metafields-canonical-rich + per-eBay-canonical-rich-description-HTML per-canonical-rich-content-blind) + per-canonical-per-channel-canonical-image-canonical-treatment-blind (per-Amazon-main-image-canonical-white-background-canonical-1000-px + per-Walmart-canonical-2200-px-min + per-Shopify-canonical-2048-px + per-Instagram-Shop-canonical-1080-square + per-Pinterest-canonical-1000-x-1500-vertical per-canonical-image-treatment-blind) + per-canonical-per-channel-canonical-attribute-canonical-spec-blind (per-Amazon-canonical-browse-node + per-Walmart-canonical-MP-Item-Code + per-Etsy-canonical-13-tag + per-Pinterest-canonical-category-detail per-canonical-attribute-blind) + per-canonical-per-channel-canonical-brand-voice-canonical-gate-blind (per-DTC-canonical-conversational + per-Amazon-canonical-feature-bullet-canonical-formal + per-TikTok-Shop-canonical-Gen-Z-canonical-trend per-canonical-brand-voice-blind). Per-canonical-marketplace-suspension-canonical-risk + per-canonical-listing-rejection-canonical-rate-canonical-7-to-22-percent + per-canonical-conversion-rate-canonical-3-to-8-percent-canonical-decline + per-canonical-Amazon-Buy-Box-canonical-loss-canonical-risk. Per-vendor-Akeneo + Salsify + inriver + Plytix + Pimcore + Catsy + ChannelAdvisor + Sellbrite + Feedonomics + GoDataFeed + ProductsUp ship per-vendor per-syndication-template primitive. Per-canonical-per-channel-canonical-length-canonical-keyword-canonical-compliance-canonical-policy-canonical-brand-voice-canonical-rich-content-canonical-image-canonical-attribute is operator-side architecture above per-vendor per-syndication-template primitive.

What does per-portfolio per-canonical-per-channel-canonical-length-canonical-constraint-canonical-enforcement do?

Per-portfolio per-canonical-per-channel-canonical-length-canonical-constraint-canonical-enforcement runs per-portfolio per-canonical-per-channel-canonical-format-canonical-spec-canonical-load (per-DTC-Shopify-canonical-title-70-char-meta-description-160-char-product-description-canonical-no-limit + per-Amazon-Seller-Central-canonical-title-200-char-bullet-1000-char-description-2000-char-search-term-250-byte + per-Amazon-Vendor-Central-canonical-title-200-char-bullet-1000-char + per-Walmart-Marketplace-canonical-title-75-char-shelf-description-4000-char-long-description-canonical-no-limit + per-Instagram-Shop-canonical-title-65-char-description-2200-char + per-TikTok-Shop-canonical-title-150-char-description-2000-char + per-Etsy-canonical-title-140-char-description-canonical-no-limit-tags-13-max-13-char-each + per-Google-Merchant-Center-canonical-title-150-char-description-5000-char + per-Facebook-Shop-canonical-title-100-char-description-9999-char + per-Pinterest-Shopping-canonical-title-100-char-description-500-char + per-eBay-canonical-title-80-char-description-canonical-no-limit per-canonical-format-spec) + per-canonical-per-channel-canonical-character-count-canonical-validation + per-canonical-per-channel-canonical-word-count-canonical-validation + per-canonical-per-channel-canonical-byte-count-canonical-validation (per-Amazon-search-term-canonical-250-byte-canonical-spec) + per-canonical-per-channel-canonical-emoji-canonical-validation (per-Amazon-canonical-no-emoji + per-Walmart-canonical-no-emoji + per-Instagram-Shop-canonical-emoji-allowed + per-TikTok-Shop-canonical-emoji-allowed per-canonical-emoji-policy) + per-canonical-per-channel-canonical-HTML-tag-canonical-validation (per-Amazon-canonical-allowed-HTML-tags-canonical-spec + per-eBay-canonical-allowed-HTML-tags + per-Shopify-canonical-rich-text-allowed per-canonical-HTML-spec) + per-canonical-per-channel-canonical-line-break-canonical-validation + per-canonical-per-channel-canonical-special-character-canonical-validation. Per-portfolio audit-trail.

How does per-portfolio per-canonical-per-channel-canonical-keyword-canonical-treatment-canonical-spec work?

Per-portfolio per-canonical-per-channel-canonical-keyword-canonical-treatment-canonical-spec runs per-portfolio per-canonical-per-channel-canonical-keyword-spec-canonical-load (per-Amazon-Seller-Central-canonical-search-term-250-byte-canonical-no-keyword-stuffing-canonical-no-competitor-brand + per-Walmart-canonical-relevant-keyword-canonical-no-stuffing + per-Etsy-canonical-13-tag-canonical-each-13-char-canonical-multi-word + per-Google-Merchant-canonical-natural-language-canonical-no-keyword-stuffing + per-Pinterest-Shopping-canonical-keyword-canonical-pin-text-canonical-Pinterest-Trends + per-Instagram-Shop-canonical-hashtag-canonical-30-max + per-TikTok-Shop-canonical-hashtag-canonical-trending + per-eBay-canonical-keyword-canonical-relevant + per-Shopify-canonical-meta-keyword-canonical-deprecated-canonical-product-tags-canonical-collection per-canonical-keyword-spec) + per-canonical-per-channel-canonical-keyword-canonical-density-canonical-spec + per-canonical-per-channel-canonical-keyword-canonical-placement-canonical-spec (per-title-keyword-canonical-front-loaded + per-bullet-keyword-canonical-distributed + per-description-keyword-canonical-natural per-canonical-keyword-placement) + per-canonical-per-channel-canonical-keyword-canonical-synonyms-canonical-spec + per-canonical-per-channel-canonical-prohibited-keyword-canonical-spec (per-Amazon-prohibited-canonical-best-canonical-guaranteed + per-Walmart-prohibited-canonical-claims + per-Google-Merchant-prohibited-canonical-medical-claim per-canonical-prohibited-keyword) + per-canonical-per-channel-canonical-keyword-canonical-localization-canonical-spec + per-canonical-per-channel-canonical-keyword-canonical-research-canonical-source (per-Amazon-canonical-Helium-10-Magnet + per-Walmart-canonical-Sellbrite-Keyword + per-Google-Merchant-canonical-Google-Keyword-Planner + per-Pinterest-canonical-Pinterest-Trends + per-TikTok-canonical-TikTok-Creative-Center-canonical-Top-Searches per-canonical-keyword-research). Per-portfolio audit-trail.

What does per-portfolio per-canonical-per-channel-canonical-policy-canonical-validation + per-canonical-brand-voice-gate do?

Per-portfolio per-canonical-per-channel-canonical-policy-canonical-validation runs per-portfolio per-canonical-per-channel-canonical-policy-spec-canonical-load (per-Amazon-canonical-restricted-products-canonical-policy + per-Amazon-canonical-prohibited-claim-canonical-policy + per-Amazon-canonical-suspension-canonical-trigger-canonical-policy + per-Amazon-canonical-no-competitor-brand-canonical-policy + per-Amazon-canonical-A+-Content-canonical-policy + per-Walmart-canonical-prohibited-claim + per-Walmart-canonical-counterfeit-canonical-policy + per-Walmart-canonical-restricted-products + per-Google-Merchant-canonical-Misrepresentation-canonical-policy + per-Google-Merchant-canonical-Healthcare-related-canonical-policy + per-Google-Merchant-canonical-Adult-content-canonical-policy + per-Pinterest-canonical-Inactive-Catalog-canonical-policy + per-Pinterest-canonical-Restricted-Goods-canonical-policy + per-TikTok-Shop-canonical-Banned-Products-canonical-policy + per-TikTok-Shop-canonical-Health-Claims-canonical-policy + per-Instagram-Shop-canonical-Restricted-Goods-canonical-policy + per-Etsy-canonical-Handmade-canonical-policy + per-Etsy-canonical-Vintage-canonical-policy + per-eBay-canonical-Listing-Practices-canonical-policy + per-eBay-canonical-Restricted-Items-canonical-policy + per-Facebook-Shop-canonical-Commerce-Policies per-canonical-policy-spec) + per-canonical-per-channel-canonical-policy-canonical-violation-canonical-detection + per-canonical-per-channel-canonical-policy-canonical-violation-canonical-severity-canonical-tiering (per-Critical-suspension-risk + per-High-listing-rejection + per-Medium-warning + per-Low-recommended-edit per-canonical-severity-tiering). Per-canonical-brand-voice-gate runs per-portfolio per-canonical-per-channel-canonical-brand-voice-spec-canonical-load (per-DTC-conversational-friendly + per-Amazon-canonical-feature-bullet-formal-imperative + per-Instagram-Shop-canonical-aspirational + per-TikTok-Shop-canonical-Gen-Z-trend-casual + per-Etsy-canonical-handmade-personal + per-eBay-canonical-direct-no-fluff per-canonical-brand-voice-spec) + per-canonical-per-channel-canonical-voice-canonical-validation + per-canonical-per-channel-canonical-corporate-vs-marketplace-canonical-voice-canonical-segmentation + per-canonical-borderline-canonical-routing-to-human-review. Per-portfolio audit-trail.

What does per-portfolio per-canonical-multi-channel-canonical-substrate-canonical-ingestion + per-product-description-orchestration-agent-canonical-bundle do?

Per-portfolio per-canonical-multi-channel-canonical-substrate-canonical-ingestion runs per-portfolio per-canonical-Shopify-Admin-API + per-canonical-Shopify-Storefront-GraphQL + per-canonical-Amazon-Seller-Central-Selling-Partner-API + per-canonical-Amazon-Vendor-Central-Vendor-API + per-canonical-Walmart-Marketplace-API + per-canonical-Instagram-Graph-API-Shop + per-canonical-TikTok-Shop-API + per-canonical-Etsy-Open-API-v3 + per-canonical-Google-Merchant-Center-Content-API + per-canonical-Facebook-Catalog-Manager-API + per-canonical-Pinterest-Shopping-API + per-canonical-eBay-Sell-API + per-canonical-Wayfair-Partner-API + per-canonical-Target-Plus-API + per-canonical-Best-Buy-Marketplace-API + per-canonical-Newegg-Marketplace-API canonical-multi-channel-API-substrate + per-canonical-Akeneo-PIM-API + per-canonical-Salsify-API + per-canonical-inriver-PIM-API + per-canonical-Plytix-API + per-canonical-Pimcore-API + per-canonical-Crystallize-API + per-canonical-Catsy-API + per-canonical-ProductPilot-API + per-canonical-Channable-API + per-canonical-ChannelAdvisor-API + per-canonical-Sellbrite-API + per-canonical-Feedonomics-API + per-canonical-GoDataFeed-API + per-canonical-ProductsUp-API canonical-multi-PIM-substrate + per-canonical-OpenAI-GPT-4-API + per-canonical-Anthropic-Claude-API + per-canonical-Google-Gemini-API + per-canonical-Cohere-API + per-canonical-Jasper-AI-API + per-canonical-Copy.ai-API + per-canonical-Anyword-API + per-canonical-Persado-API + per-canonical-Phrasee-API canonical-multi-LLM-substrate. Per-product-description-orchestration-agent-canonical-bundle integrates the per-channel-description-adaptation skill with sibling skills on the same agent: per-canonical-per-SKU-description-generation (skill sibling — generates source draft for adaptation) + per-canonical-SEO-preserving-refresh (skill sibling — refresh preserves channel-specific keyword spec). Per-portfolio audit-trail.

Engage the product-description-orchestration agent

Per-portfolio per-SKU per-channel per-length-spec per-keyword-spec per-compliance-spec per-brand-voice-gate description adaptation + per-channel-policy-validation + per-channel-rich-content-spec + per-channel-image-treatment + per-channel-attribute-spec + per-portfolio audit-trail shipped as the orchestration layer above your existing per-PIM-syndication + per-marketplace-listing-tool + per-AI-product-description-tool + per-feed-management primitive.