Separate reader traffic
Shopify Storefront API exposes product titles, descriptions, media, options, variants, and collections to storefront and external experiences.
If an AI shopping assistant or site search reads product data, API fields should match first-screen copy, FAQs, recommendation reasons, and variant selectors.
Requests are not readers
The useful question is not whether traffic looks busy; it is which activity represents readers, monitoring, crawlers, retries, or system errors.
Check the logs first
- Map title, description, options, images, and collections into shopping-assistant answer templates
- Keep the test narrow: one low-risk task or tool entry before connecting permissions, logs, failure handling, and human takeover to production
What still needs proof
API data and page copy drift creates recommendations that conflict with the actual product page. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.