Luxury retail purchase path and seller comparison
AI Shopping Purchase-Path Diagnostic

Know whether AI shopping tools send buyers to your official route, or to a cheaper seller.

AI shopping can compress brand preference into an operational seller comparison: price, stock, delivery, returns, warranty, authenticity, and checkout access. When another seller gives the clearer answer, that seller may capture the transaction the brand created.

Key Takeaways

The Full Court Press (FCP) AI Shopping Purchase-Path Diagnostic helps brand, ecommerce, and channel teams assess whether the official route is positioned to win the AI shopping comparison against authorised retailers, marketplaces, and grey importers (sellers outside the brand's authorised distribution network who still obtain and resell genuine stock). It is useful when leaders want to understand where commercial leakage, demand the brand's own marketing creates but a different seller ends up capturing, is most likely to occur.

The Full Court Press (FCP) AI Shopping Purchase-Path Diagnostic gives you a scored view of how clearly your official route compares against alternative sellers in AI-assisted shopping research.

This diagnostic assesses the product data, structural, and governance signals that determine whether AI shopping tools favour the official route.

8 Min
20 Questions
5 Dimensions
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The diagnostic answers three questions
  • Does the official route give a shopping assistant everything needed to complete the comparison?
  • Which authorised retailers, marketplaces, or grey importers are winning the comparison instead?
  • Is there ownership and process in place to keep the purchase path clear as products and sellers change?

AI shopping tools compress a broader value proposition, service, packaging, retail experience, and loyalty status, into an operational comparison: price, stock, delivery, returns, warranty, and authenticity. A buyer can ask an AI tool to compare sellers for a product before visiting the official page. When another seller gives the clearer answer in that comparison, the brand keeps the interest while that seller captures the transaction. The diagnostic is built to make that comparison, and the channel leakage it can create, visible.

Five conditions determine whether the official route wins the seller comparison.

The score focuses on the specific conditions that determine whether an AI shopping tool can find the official route, describe it accurately, and favour it over authorised retailers, marketplaces, and grey importers.

D01

Official Route Clarity

Whether the official product page shows price, stock, delivery, returns, warranty, authenticity, and checkout access clearly enough for a shopping tool to compare.

D02

Seller & Channel Comparison

Whether the business has an active, current view of the authorised retailers, marketplaces, and grey importers appearing alongside the official route.

D03

Product Data Consistency

Whether product data, merchant listing structured data, Merchant Center feeds, and retailer listings tell the same story about price, availability, category, sale timing, identifiers, and specification.

D04

AI Shopping Discoverability

Whether AI shopping tools surface the official route accurately, and how often another seller is recommended instead.

D05

Channel Governance

Whether ownership, audit cadence, and a response process exist to keep purchase-path clarity current as products and sellers change.

If the score is strong

The official route is well positioned to win the AI shopping comparison. Buyers are more likely to see accurate, complete information, and AI shopping tools are more likely to favour the official route over authorised retailers, marketplaces, or grey importers.

If the score is weak

The issue usually sits upstream of the storefront. Product data may be inconsistent across sources, the seller landscape may lack active monitoring, or ownership for purchase-path clarity may be unclear as products and sellers change.

Free diagnostic

See whether your official route wins the AI shopping comparison.

Eight minutes. Immediate results. Free diagnostic.

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FAQ

Common questions before you begin

What the diagnostic measures, who it is for, and how to use the result.

Purchase-path clarity improves when the comparison becomes easier for a shopping tool to resolve in your favour.

The diagnostic is designed to separate a visibility problem from a comparison problem. Some official routes are missing from AI shopping answers entirely. Others appear, but lose the comparison to a seller with clearer information.

How do AI shopping tools decide which seller to recommend?

AI shopping tools draw on product data, merchant listing structured data, Merchant Center feeds (the product listing file a business submits to Google, which powers Shopping results and Shopping-aware AI answers), and retailer listings to compare price, availability, category, sale timing, delivery, returns, and authenticity. The seller with the clearest combination of these signals tends to win the comparison, even when price is only one part of the answer.

What is the difference between channel conflict and AI shopping leakage?

Channel conflict is a distribution management issue between the brand and its authorised partners. AI shopping leakage is what happens when an AI tool, comparing on the buyer's behalf, sends the transaction to a seller outside that managed structure because that seller’s information is clearer.