Atomz AI ran an experiment to get an indicative answer to the question of how to build landing pages for BFCM using the Shopify Catalog API.

Shoppers don't browse anymore. They ask. On your site search and inside ChatGPT, Perplexity, and Google AI. Those agents answer from structured data, not marketing copy. When an agent can read your catalog, it can put your products in the answer. Atomz is the Agent OS for brands and one foundation - a readable catalog underneath all of them. 1/ Catalog Genius maps every product and writes structured attributes to your store metafields. 2/ AI Search is natural-language search that builds its own filters from that structured data. 3/ AI Assistant is a shopping agent grounded in your catalog and branded content. 4/ AI Insights scores how agent-ready your catalog is and shows what each gap is costing you. We started Atomz after auditing more than 5,000 Shopify catalogs and finding the same gap across almost all of them: good products, unstructured data, and invisible to AI. 78% of the stores we've checked are still invisible. Run the free audit check at → https://gpt.atomz.ai/ It reads your live store and shows your agent-readiness score in < 60 seconds. For deeper dives on agentic commerce for Shopify operators, subscribe to our newsletter. The Agentic Operator → https://theagenticoperator.co/