What to verify
A missing image can come from lazy-loaded assets, gallery changes, theme overrides, or a structured data template that never got updated after a redesign.
Primary imageUse the main product image, not a decorative banner or gallery thumbnail.
Absolute URLConfirm the image reference resolves on the live site.
Template syncUpdate both the visible gallery and the JSON-LD output together.
Variant changesCheck whether variant-specific images need their own mapping.
Why this matters in ProductProof
ProductProof captures the gap as evidence, then folds it into an evidence-backed Store Audit or Fix Pack so the team knows whether the issue is content, template, or asset handling.