Constraint
HTML consumes context
Required primitive
Dense, typed product facts
Mechanism
Flat MCP JSON
Under 200 tokens per SKU target
Infrastructure for agentic commerce
GraftXchange turns fragmented ecommerce catalogs into compact, verified, machine-executable product data for AI and procurement agents.
comparison_matrix [
]
1
request
2
vendors
<200
tokens/SKU*
Start with the constraint
A shopping page is useful to a person because a person interprets layout, copy and interaction. An agent needs a smaller set of explicit primitives.
Constraint
Required primitive
Dense, typed product facts
Mechanism
Flat MCP JSON
Under 200 tokens per SKU target
Constraint
Required primitive
Verified current state
Mechanism
Continuous catalog sync
Exact price and stock
Constraint
Required primitive
A shared comparison surface
Mechanism
Cross-merchant index
Many vendors, one request
Constraint
Required primitive
Executable purchase paths
Mechanism
UCP / ACP payloads
Deterministic handoff
One exchange, two outcomes
ECOMMERCE BUSINESSES
Normalize once, stay synced, and measure which products agents discover, compare and take toward checkout.
Merchant benefitsAI + PROCUREMENT AGENTS
Search products, verify inventory and compare vendors through MCP, then hand off to standardized checkout.
Agent interfaceSystem design targets
These are architecture targets from the approved product requirements, not published production benchmarks.