catalogGPT
Make your products
the answer AI recommends.
50 million shopping queries hit ChatGPT every day. Most merchant catalogs are invisible to all of them. catalogGPT is the AI-readability layer that changes that.
Big retailers are already on the other side of the wall.
Walmart, Target, and Best Buy have the structured data, the brand authority, and the catalog infrastructure to show up in AI recommendations. Most small merchants are still trying to find the door. catalogGPT is the door.
Raw product data is invisible to AI.
AI shopping agents can only recommend products they can understand. Raw catalog data (sparse titles, missing attributes, no structured schema) is unreadable to systems like ChatGPT, Gemini, Claude, and Perplexity.
The merchants who make their catalogs AI-readable in the next 12 months will establish compounding advantages in organic AI traffic. The window is open. It won't stay open.
Your catalog data is securely siloed and never shared with other merchants or third parties.
Ingest. Enrich. Distribute. Monitor.
catalogGPT is an end-to-end pipeline, not a one-time enrichment. It continuously maintains your catalog's AI readiness as products change.
Ingest
Syncs with your catalog automatically via Shopify or direct API. No manual data entry, no CSV uploads.
Enrich
Proprietary AI processes every product, extracting attributes, generating descriptions, mapping relationships, and tagging visual attributes.
Structure
Enriched data is transformed into complete schema.org Product markup, embedded as JSON-LD on every product page. Price, availability, brand, GTIN, and attributes, structured to the standard that Google, ChatGPT, and Perplexity actually parse. Q&A pairs and product ontology layers are added for deeper AI agent comprehension.
Distribute
AI-ready product feeds are generated and pushed in parallel to ChatGPT (ACP), Google AI Mode and Business Agent (UCP), Perplexity Shopping (Schema.org), and Claude (MCP). One enriched source feeds every protocol.
Monitor
Ongoing: new product detection, catalog change monitoring, AI compatibility checks, and feed health alerts.
The format AI agents actually speak.
AI shopping agents don't browse pages like humans do. They parse structured data. Schema.org JSON-LD is the industry standard that tells AI systems exactly what a product is, what it costs, and whether it's available. Most Shopify stores ship with incomplete or missing markup. catalogGPT generates the full spec, for every product, automatically.
Complete schema.org Product markup
catalogGPT generates all required and recommended fields: name, description, image, brand, offers (price, currency, availability), SKU, GTIN, and category. Not the minimum. The full spec, populated from enriched product data.
Delivered as JSON-LD
JSON-LD is Google's recommended format and the standard AI crawlers parse. It lives in the page <head>, invisible to shoppers, essential to machines. No impact on page performance or visual layout.
Kept current automatically
Price changes, inventory updates, new products. catalogGPT detects them and refreshes structured data feeds within hours. Stale schema markup signals unreliable data to AI systems. Current schema signals a trustworthy source.
Every AI shopping channel. One platform.
catalogGPT generates and maintains compliant feeds for all five major AI discovery protocols simultaneously.
ChatGPT / OpenAI ACP
Agentic Commerce Protocol. Direct ChatGPT shopping surfaces. Over 1M Shopify merchants onboarding.
Google AI Mode + Business Agent
Google's branded AI agent in Search. Accuracy depends entirely on structured product data quality. catalogGPT generates it automatically.
Perplexity Shopping
"Buy with Pro" for U.S. subscribers. Reads structured product data and retailer feeds.
Shopify UCP
Universal Commerce Protocol. Co-developed with Google, launched January 2026. Real-time Catalog Endpoint, Identity Linking, multi-item Cart.
Claude / Anthropic MCP
Model Context Protocol. The agent-to-tools layer becoming standard across Claude, Cursor, and any MCP-compliant host. Your catalog becomes an agent-callable tool.
Why this matters right now.
The AI commerce infrastructure went live in early 2026. The gap between merchants who act and merchants who wait is widening every week.
The infrastructure just went live
UCP launched January 2026. Google's Catalog Endpoint shipped March 2026. OpenAI's ACP has 1M+ Shopify merchants onboarding. These are production systems querying product data today.
The standards war has four sides
OpenAI's ACP, Google and Shopify's UCP, Anthropic's MCP, and Schema.org JSON-LD are not converging. Picking a single protocol carries platform risk. Generating all four is the only safe bet.
Nobody else does this
Feed management tools handle distribution. AI content tools handle marketing copy. No existing player combines multi-modal product enrichment with compliant feed generation across all major AI shopping protocols.
From $99/month
Essentials starts at 1,000 products. Scale to 50,000+ with annual plans. Month-to-month, no contract required.
The window is open. Get in it.
catalogGPT launches June 2026. Join the waitlist for early access and launch pricing.