
Ingest
Connect Shopify once. Catalog pulls in your full catalog — plus the reviews and real-world signals shoppers leave across Reddit, Pinterest, and Google.
The structured data need to understand your products.

Connect once. Catalog ingests your products, structures the detail AI weighs, and ships them everywhere shoppers ask.

Connect Shopify once. Catalog pulls in your full catalog — plus the reviews and real-world signals shoppers leave across Reddit, Pinterest, and Google.

Catalog structures and enriches every product — light quality, fit, use cases — into the complete, machine-readable data AI weighs before it recommends.

Your structured product data flows to every surface shoppers ask — so ChatGPT, Gemini, Claude, and Perplexity recommend your products by name, with the right details.
Agents read structured data, not web pages — and most product data was never written for them. Catalog connects, completes, and distributes yours everywhere AI shops.
Missing attributes, thin descriptions, no material, fit, or use case — the context AI weighs before it recommends.
Without structure, AI can't tell sizes, colors, and bundles apart — or which one answers the question.
The feeds and protocols AI buys through don't pull from your site. You never enter the consideration set.
Your store flows in. Catalog normalizes, resolves, verifies, structures, and publishes — then keeps it live across every protocol agents buy through. That's the work. We do all of it for you.
Your site is built for humans. Catalog publishes a parallel storefront built for AI: same products, same prices, same stock — structured the way agents read.

Hand-polished hemispherical table lamp casting a soft, omnidirectional glow — an icon of Italian design re-issued under Artemide’s Modern Classics line.

Same product. Two audiences.
Agents are the new buying surface. ACP and UCP move discovery, cart, and checkout between AI and your store. Catalog is the source of truth that speaks both — live.
Agents discover, build a cart, and pay without leaving the conversation. You stay the merchant of record.
Layered capabilities for catalog, checkout, identity, and loyalty. Compatible with AP2 payments, A2A, and MCP.
Syndicates merchant products into every major AI channel via UCP-compliant MCP, with stores staying the merchant of record. Catalog enriches the data Shopify ships, so your products win the agent comparison.
Exposes store capabilities to agents through MCP and the WordPress Abilities API. Checkout flows through Stripe's Agentic Commerce Suite. Catalog turns raw Woo fields into agent-ready data.
Unifies digital, POS, and order data with conversational shopping across owned surfaces and external agents. Catalog supplies the structured attributes Agentforce needs to recommend with confidence.
Conversational attributes let Google answer with your manuals, FAQs, use cases, and guides. Catalog extracts them from the documents you already have — and ships all six automatically.

Is the Nessino dimmable?
Not from cord. Pair a smart E12 (Hue).
Which bulbs ship with it?
Four E12 sockets · 25 W max.
Most brands can't say whether AI sends them a single session. Catalog shows you — by channel, by product, by query.
We score your site on the six dimensions agents evaluate — crawl access, product schema, machine-readable policies, and three more — then benchmark you against your category leader.
Crawler 403'd before reaching the PDP
Sitemap missing image, SKU, variant signals
No variant Offers, GTIN, or returns policy
PDP description under-extracted by agents
Returns and shipping not machine-readable
No /llms.txt or canonical agent map
No. Catalog runs as a parallel layer. Your site, URLs, checkout, and design stay exactly as they are.
AI recommends the products it understands best. Book a demo, or run a free audit of how ChatGPT, Gemini, and Perplexity read your products today.