Shopping-focused AI outputs rely on consistent price, stock, and product-spec signals.
- Sync feed attributes with on-page structured data.
- Publish comparison and alternatives content around top SKUs.
- Earn editorial links to category and collection pages.
Reinforce this with product page playbooks.