When a buyer asks an AI agent what to buy, your clients’ products should be the answer. UCP Fluent ranks them across every AI surface and proves the revenue it drives, so your retainer is backed by hard GMV instead of guesswork.
It is not a black box, and it is not data entry. We auto-extract the baseline every product already has — identity, category, and the obvious attributes — so your team never re-types what is already there. You add the one layer we cannot extract: the expert input that actually moves AI rankings.
Connect the client’s Shopify store and the baseline — identity, category, standard attributes — is pulled in for you. Then you do the high-value part: map the real search intents buyers use and the ranking-critical details only a category expert knows. Exactly like keyword research — and the more you bring, the higher they rank.
We generate registration-ready GTINs with GPC Brick classification — confident bricks assigned automatically, uncertain ones flagged for your review — then fold your expert input into structured, agent-ready attributes, and publish the enriched catalog across every AI surface, continuously.
AI agents surface and buy your client’s products across every AI surface. Each agent-driven sale writes a Verified Attribution receipt into the Shopify order.
You stay in control. The baseline is automated; the expertise — and the upside — stays yours. Strategy, buyer intent, and the client relationship live with your agency, while we run the GTIN generation, GPC Brick classification, multi-surface sync, and attribution underneath your brand.
The same enriched feed does two jobs. It earns your clients free placement when AI agents pick on merit, then it makes them eligible for the new agentic ad formats, so paid budget actually reaches AI surfaces.
When a shopper asks an AI agent, your client’s product is the highest-confidence answer, so it gets picked first across every AI surface, at zero media cost.
Spend only reaches surfaces your catalog qualifies for. Non-eligible products burn impressions that can never convert.
The agentic ad formats launched at GML 2026 only serve UCP-eligible catalogs. Because your clients are already enriched, every product qualifies, so the DemandGen budget you run actually reaches agent-eligible surfaces and converts.
Pre-GML signals already showed a 61% collapse in organic CTR. Google didn't break your SEO. They rerouted user queries directly into AI Overviews and Universal Cart across five distinct surfaces.
UCP Fluent provides the explanation, the infrastructure, and a commercial model that gets your agency paid on the AI revenue you drive instead of defending a channel you can no longer control.
You maintain one enriched feed. It fans out to every place an AI agent can shop — Google’s surfaces live today, the open-agent surfaces discoverable now — so your clients show up everywhere without you lifting a finger per surface.
GS1 identity, buyer-intent attributes, and a live Agent Trust Score, maintained in one place by you.
Built on UCP — the open protocol behind Shopify’s own agentic Catalog — so your clients’ enriched catalog is positioned for Shopify’s agentic surfaces too, not just our feed and on-page anchor.
Your AI-commerce revenue is scattered — per-order in Shopify, channel-by-channel across dashboards, invisible on the pure-agent surfaces. UCP Fluent rolls every agent-driven sale into one AI-attributed GMV number, each backed by a proof token we write into the Shopify order — one defensible figure, in one place, that your retainer bills on.
Buried at #4. The agent picks someone else.
Ranked #1. The agent buys it.
Agentic commerce is opening fast: Shopify exposes merchant catalogs to AI agents through its Catalog APIs and UCP, and agent responses already carry machine-inferred metadata. Getting your clients present on those surfaces is becoming the baseline. Getting them chosen is the work — and it comes down to four things no platform does for you.
Official GTINs come from GS1, not a platform. We generate registration-ready GTINs + GPC Brick classification so your products carry the standardized identity agents and Google’s Merchant Center rely on to match and rank reliably.
Shopify’s own guidance is blunt: a product with 5 attributes loses to one with 25 when a shopper asks a detailed question. Baseline data gets you listed; depth gets you chosen. We fold your category expertise into deep, agent-ready attributes.
Across search and shopping ecosystems, your product feed and your on-page data should tell one story — drift confuses the systems that rank you. We generate both from a single source.
We write our own deterministic attribution receipt into every order we drive, and unify those sales into one verified, per-product AI-attributed GMV number — the figure your retainer stands on.
Platforms give your clients the shelf. Turning listed into chosen — identity, depth, consistency, proof — is the independent layer you bring.
Compliance is the floor. Ranking and proof are the opportunity. The gap between them is permanent because platforms are structurally disincentivised from crossing it — self-preferencing is what drew antitrust action against Amazon Marketplace and Google Shopping — and that gap is the entire product. It’s where your retainer lives.
Proof tokens write into Shopify orders, so every agent-driven sale leaves a receipt. The hard number that justifies your retainer.
Registration-ready GTINs with GPC Brick classification, intent enrichment, and live Agent Trust Score monitoring. Runs automatically, continuously.
Basic visibility to AI agents. Shopify handles this natively. Table stakes, not the opportunity.
Your retainer stays 100% yours. We only earn a small share of GMV once a client grows into the Enterprise tier, so we are literally paid to make your clients bigger. Every incentive points the same way: more revenue for them, more proof for you.
The agentic ad formats only serve products that clear the UCP eligibility bar. Point a DemandGen budget at an unenriched catalog and most of it never reaches a surface that can convert.
UCP Fluent makes every product eligible, so the spend you manage actually lands, and every agent-driven sale is attributed back to you.
About $18,600/mo on impressions that can’t convert.
Every product clears eligibility, reaches all 5 Google AI surfaces, every sale attributed.
GML 2026 was the starting gun, and the market is consolidating fast around the agencies that move first. The independent layer is being claimed right now — the agencies that grab it lock in their clients before the slot is gone.
Globally-resourced agencies are already building this internally. The 1,400+ native agencies can’t — they’ll partner with whichever independent infrastructure holds the standard. That choice is being made right now.
Shopify and Google keep deepening their own native attribution, but self-reporting platforms are structurally biased. A neutral, cross-platform aggregator is mathematically required — and the slot fills first-come.
Secure your clients’ AI market share and lock in indisputable attribution before enterprise competitors finish building their own.
Same agency, same clients. The only difference is whether you own the AI-commerce channel or watch it pass you by.
| Without UCP Fluent | With UCP Fluent |
| ✕SEO retainer value declines as organic traffic falls | AI commerce retainer grows alongside AI-attributed GMV |
| ✕Attribution contested, performance retainers hard to defend | Verified Attribution: a hard GMV number, fully defensible |
| ✕No answer when clients ask about AI shopping | A live dashboard, real revenue numbers, a clear answer |
| ✕Competing on price in a commoditised channel | First-mover position in a channel most agencies aren’t offering |
| ✕Client retention at risk as SEO value erodes | Client retention built on a growing revenue channel you own |
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.
Founding Partner Infrastructure
Built on Universal Commerce Protocol · Open standard launched Jan 2026 by Google & Shopify.
Direct 1:1 session with the founding team. No commitment, no sales pressure.
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.
100% cash-back in the form of credits on your first payment.
Direct, 1:1 technical integration guidance and strategy from our founding team.
Lifetime early access to advanced beta feature sets before the broader market.