// SYSTEM INFRASTRUCTURE

Enterprise-Grade Commerce Routing.

A transparent look at how UCP Fluent ingests, normalizes, and routes catalog data to AI edge networks with low latency.

UCP // FLUENT Architectural Specification

PDF Document • Version 2.1 • 4.2 MB

Download Full Technical Spec (PDF)

Data Ingestion

We connect directly to your Shopify infrastructure via GraphQL and REST endpoints, continuously polling for catalog deltas. This ensures high-throughput synchronization without straining your store's native APIs.

The Processing Engine

Raw product variants are transformed using our proprietary normalization pipeline. Every entry passes through a strict Triple-Lock validation sequence, preventing hallucinated specs and enforcing GS1 GTIN structural integrity.

The Edge Network

Validated data is distributed securely into Vertex AI and downstream shopping agents globally. This root-layer integration guarantees that when an autonomous agent searches for your product, it reads pristine, machine-verified attributes.

// DOCUMENTATION ARCHIVE

UCP // FLUENT Architectural Specification

PDF Document • Version 2.1 • 4.2 MB

Download Full Technical Spec (PDF)
Live Demo

See it work on a real catalog.

30 minutes. We’ll walk through exactly how UCP Fluent enriches a merchant catalog across every AI surface, Google plus the live MCP agents like ChatGPT and Perplexity, what the Agent Trust Score looks like in practice, and what AI-attributed GMV reporting gives your agency commercially.

  • Live product walkthrough on a real catalog
  • See the Verified Attribution receipt in action
  • Understand the pure-performance commercial model
  • No commitment · No sales pressure

Founding Partner Infrastructure

Built on Universal Commerce Protocol · Open standard launched Jan 2026 by Google & Shopify.

Book a Technical Demo

Direct 1:1 session with the founding team. No commitment, no sales pressure.

30Minutes
$0Cost
LIVECatalog Demo
Schedule on Calendly →
or email directly
// Strictly Limited Allocation

Join the founding cohort.

Founding agency partners receive exclusive commercial terms and access that will not be available after public launch. We review every application and will reach out personally before the June deadline.

01

Credits

100% cash-back in the form of credits on your first payment.

02

Onboarding

Direct, 1:1 technical integration guidance and strategy from our founding team.

03

Priority

Lifetime early access to advanced beta feature sets before the broader market.

Manual review process. Zero automated spam.