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Agent-ready is structured product data, live ATP, checkout-true price, and APIs — not autopilot checkout. Reuse Gateway ~180 to 95 ms and ~$791/mo at 50K sessions. Score 13 checks separately.
Adobe Analytics (1T+ visits) put July 2026 AI-referral traffic to U.S. retail +62% YoY. That is a channel, not a copilot. Score merchant readiness for an external agent before you staff another chat widget.
Next-best product is compatibility plus stock plus the current cart — not co-occurrence. Reuse Gateway ~180 ms → ~95 ms and ~$791/mo at 50K — not an attach-rate KPI.
Merchant audit: missing data, weak descriptions, inconsistent specs, missing comparisons, poor attributes. Not the strategic decision layer. Reuse Gateway ~180 to 95 ms and ~$791/mo at 50K sessions — no invented win-rate KPI.
SEO is not obsolete. McKinsey/EuroCommerce June 2026: 61% of European consumers already use AI for product discovery. Adobe July 2026 +62% YoY AI-referrals is channel mix, not autonomous checkout.
The shopping-agent information object — not the PIM catalog contract. Fragmented data produces poor recommendations. Reuse Gateway ~180 to 95 ms and ~$791/mo at 50K sessions, not a passport completeness KPI.
Guided selling ranks on intent and attributes, not "frequently bought together." Reuse Gateway ~180 ms → ~95 ms and ~$791/mo at 50K sessions — not a rec-conversion KPI.
Adobe Analytics (1T+ visits) measured July 2026 AI-referral traffic to U.S. retail +62% YoY, +1,219% vs Oct 2024, converting 60% higher than non-AI. Instrument the channel. Do not invent a GEO rank.
Baymard still measures average cart abandonment at 70.22%. AI shopping agents do not fix that — they punish stale inventory, unstructured attributes, and HTML-only catalogs. Score 13 checks before you invite a copilot.
Adobe's expanded July 2026 cohort: 39% of U.S. retail homepages not machine-readable; apparel 76% LLM visibility. GEO is product information, not a guaranteed ranking technique.
Adobe Analytics (1T+ visits): July 2026 AI-referrals to U.S. retail +62% YoY, 60% higher conversion than non-AI, 53% more revenue per visit. Optimize the decision inputs agents weigh — not a speculative autopilot checkout.