Shopify B2B Catalog Visibility for AI Shopping Agents

Why B2B Catalog Visibility Is Different

Consumer AI shopping agents (ChatGPT Shopping, Perplexity Shopping, Google AI Mode) primarily serve retail queries — "best running shoes under $100." Procurement AI tools — used by purchasing managers, category buyers, and supply chain teams — serve different queries: "minimum order quantity for SKU X", "net terms for supplier Y", "approved vendor for category Z."

Shopify B2B creates a fundamental crawlability problem: authenticated product pages return a login redirect for any unauthenticated request, including AI crawlers. This means:

The opportunity: most competitors have the same visibility gap. Building a publicly-indexable B2B discovery layer puts your products in front of procurement AI tools before competitors even know there's a distribution channel to optimize.

The Two-Layer B2B Visibility Strategy

Layer 1: Public B2B discovery pages

Create a /wholesale/ section on your Shopify store with pages that rank for procurement queries. These pages live outside the authenticated B2B portal and are publicly crawlable. Each page should:

• Name the product category and your position in it ("wholesale organic cotton hoodies, US manufacturer")
• State a representative price range ("from $18/unit at 100+ MOQ") without exposing your exact B2B price list
• List minimum order quantities, lead times, and available payment terms
• Include a clear CTA to the B2B portal or a net terms application form
• Contain JSON-LD Product markup with eligibleQuantity and B2B-appropriate availability signals

Layer 2: B2B-aware JSON-LD on retail product pages

Your retail product pages are publicly indexed. You can add a second Offer block to the existing JSON-LD that represents the wholesale offer without revealing exact wholesale prices — just the minimum quantity threshold and a "contact for pricing" signal that procurement tools understand:

"offers": [
  {
    "@type": "Offer",
    "priceCurrency": "USD",
    "price": "{{ product.price | money_without_currency }}",
    "availability": "https://schema.org/InStock",
    "priceValidUntil": "{{ 'now' | date: '%s' | plus: 2592000 | date: '%Y-%m-%d' }}",
    "description": "Retail price — single unit"
  },
  {
    "@type": "Offer",
    "priceCurrency": "USD",
    "eligibleQuantity": {
      "@type": "QuantitativeValue",
      "minValue": 24,
      "unitCode": "C62"
    },
    "eligibleTransactionVolume": {
      "@type": "PriceSpecification",
      "minPrice": 500,
      "priceCurrency": "USD"
    },
    "availability": "https://schema.org/InStock",
    "description": "Wholesale pricing available. Minimum order: 24 units ($500 minimum). Net 30 available for approved accounts.",
    "url": "{{ shop.url }}/pages/wholesale"
  }
]

The wholesale Offer block tells procurement AI tools that a wholesale tier exists, what the minimum threshold is, and where to learn more — without revealing the unit wholesale price.

B2B Product Page JSON-LD Patterns

Minimum order quantity (MOQ) with eligibleQuantity

{
  "@type": "Offer",
  "eligibleQuantity": {
    "@type": "QuantitativeValue",
    "minValue": 12,
    "maxValue": 999,
    "unitCode": "C62",
    "unitText": "pieces"
  },
  "price": "18.50",
  "priceCurrency": "USD",
  "description": "Case pack price. MOQ 12 units."
}

Tiered pricing with multiple Offer blocks

For stores with 2–3 wholesale tiers (e.g., distributor vs. retailer vs. direct brand), use separate Offer blocks per tier:

"offers": [
  {
    "@type": "Offer",
    "name": "Retailer tier",
    "eligibleQuantity": { "@type": "QuantitativeValue", "minValue": 12, "unitCode": "C62" },
    "price": "22.00",
    "priceCurrency": "USD"
  },
  {
    "@type": "Offer",
    "name": "Distributor tier",
    "eligibleQuantity": { "@type": "QuantitativeValue", "minValue": 144, "unitCode": "C62" },
    "price": "17.50",
    "priceCurrency": "USD"
  }
]

Net payment terms in structured data

schema.org lacks a native NetTerms type. Use Offer's paymentAccepted and a plain-text description for maximum compatibility with procurement AI parsing:

{
  "@type": "Offer",
  "paymentAccepted": "Invoice, ACH, Credit Card",
  "description": "Net 30 payment terms available for approved wholesale accounts. Apply at /pages/wholesale-application."
}

Catalog Segmentation for AI Indexing

B2B Catalog AI Visibility Checklist

Related Resources

• Shopify B2B Wholesale AI Agent Visibility — deeper dive into portal authentication patterns and their effect on AI crawlers.
• Shopify Metafields for AI Agents — using metafields to store and expose B2B-specific product attributes (MOQ, lead time, case pack).
• Shopify B2C Wholesale Pricing for AI Agents — managing dual DTC/wholesale pricing signals without cannibalizing retail visibility.
• AI Shopping Agent Product Ranking Factors — how B2B-specific signals factor into the 18-signal CatalogScan scoring model.

Frequently Asked Questions

Audit Your B2B Catalog's AI Visibility

CatalogScan checks whether your store's wholesale context is accessible to AI crawlers — including dual Offer block detection, eligibleQuantity presence, and whether gated URLs are leaking into your public sitemap.