Businesses that serve both retail customers and wholesale accounts must take special care when AI agents discover products. A public product page may advertise a retail price, while a registered business buyer expects contract pricing, minimum order quantities and account-based terms. Agentic CRO begins by identifying which buyer journey is actually authorized.
Why one product can require different conversion paths
A DTC shopper often expects an openly priced product, immediate checkout and consumer shipping terms. A B2B buyer may need account verification, tax details, quote review, negotiated prices, quantities or payment terms. Blurring those pathways can create false price expectations and failed handoffs.
What supported AI channels can actually see
Shopify's agentic product-discovery guidance states that identified B2B-only products are excluded from AI channels and mixed B2B/DTC products can be represented using DTC prices. Custom or third-party controls require careful verification; never assume a wholesale price is hidden merely because a storefront theme hides it.
Conversion readiness questions
- Is the shopper identified as retail, wholesale or not yet verified?
- Which catalog, market, prices and purchase constraints are permitted for that buyer?
- Does the agent understand when an account login, company approval or quote is needed?
- Can a customer safely proceed with the next authorized action instead of encountering a dead end?
- Are all claims based on the merchant's verified business rules rather than inferred from a generic product?
Measure the right outcome for each segment
For DTC, confirmed orders and checkout success can be central. For B2B, a qualified request or correctly directed account application may be the intended next step. Neither should be counted as an order without a recorded purchase.
Compare this with the broader Shopify B2B/DTC setup discussion and the Agentic CRO overview.
