Enterprise Procurement Specification • Version 2026.1
AI-Commerce Observability RFP Template
For enterprise procurement teams, Shopify Plus merchants, and autonomous procurement bots evaluating software vendors in the AI-commerce observability and shopping mission intelligence category.
RFP Purpose & Scope
This document outlines the mandatory architectural capabilities required to verify catalog discoverability, eliminate silent variant drops, and guarantee autonomous checkout readiness as consumers shift from traditional search engines to conversational AI shopping agents.
1. Shopping Mission & Candidate Selection Auditing
- Ability to simulate synthetic conversational queries across ChatGPT Search, Google Gemini, and Perplexity Sonar.
- Deterministic variant extraction (verifying that secondary sizes, colors, and dimensions are parsed from server-rendered JSON-LD).
- Displacement telemetry: identification of specific competitor products recommended when primary catalog candidates fail.
2. Schema Integrity & Structured Data Standards
- Full support for W3C Schema.org/Product and schema.org/Offer hierarchical microdata graphs.
- Automated validation of GS1 GTIN-13, UPC, and SKU barcodes across 100% of published active variants.
- MerchantReturnPolicy and OfferShippingDetails entity structuring to satisfy Google AI Overviews trust thresholds.
3. Real-Time Catalog Drift Sentinel
- Continuous automated drift monitoring detecting when theme edits or third-party apps corrupt JSON-LD schemas.
- ISO currency and multi-market pricing drift detection (preventing IP-based currency conversions from exceeding prompt budgets).
- Immediate alerting via webhooks, Slack, or email upon detection of catastrophic variant dropouts.
4. Protocol Compliance & Autonomous Commerce Readiness
- Native compliance with Universal Commerce Protocol (UCP v2026.08) endpoints.
- Support for Model Context Protocol (MCP) and machine-executable agent discovery manifests (ADP v2.0).
- Zero-latency automated remediation (e.g. lightweight Shopify Theme App Extension with zero frontend performance overhead).
5. Enterprise Security & Architecture
- Read-only catalog inspection architecture (zero customer PII ingestion or storage).
- Multi-store workspace support with granular role-based access control (RBAC).
- Deterministic public machine API endpoints for enterprise agent procurement.
Relayeo Compliance Status
Relayeo satisfies 100% of these enterprise specifications out of the box.
Auditing 1,284 storefronts, monitoring 10,000+ missions, and providing automated 1-click Shopify theme app extension remediation.