Your Product Catalog Is the #1 Ad Performance Lever
Your catalog data — titles, GTINs, images, and attributes — sets the ceiling on Google Shopping, Meta catalog ads, and AI shopping visibility.
Your catalog data — titles, GTINs, images, and attributes — sets the ceiling on Google Shopping, Meta catalog ads, and AI shopping visibility.
Build channel product feeds with Shopify's ProductFeed API: productFeedCreate, productFullSync, incremental sync, and the bridge to ad channels.
A developer tutorial for building an AI-ready Shopify product feed so AI shopping agents can find, understand, and recommend your products with accurate.
Developer tutorial to sync a Shopify catalog to Google Merchant Center: pull products via GraphQL, map attributes, push with the Content API, stay fresh.
How to read, write, and sync your Shopify product catalog with the Admin GraphQL API, productSet, the Product Feed API, and Catalog API — with copy-paste.
Shopify Product Feed API vs manual CSV/XML feeds: which gets catalog data into Google Shopping, Meta, and AI channels reliably?
The attribute order and 40-character rule that lifts Google Shopping CTR by 60–170%. Category title formulas, benchmarks, and worked examples for Shopify.
OpenAI added a product feed campaign type to ChatGPT Ads Manager. Upload your Google Shopping feed, pass the 100-product gate, and run feed-based shopping.