Published product evidence
Results shows which product was written, whether Shopify returned the saved value on re-read, the Before value, the Published value, FAQ metafield state, public FAQ state, backup, and Undo entry.
Shopify save and storefront display are separate. The FAQ metafield can be correct while the Theme App Extension block has not yet been enabled on the product template.
Later comparable checks
Pro and Growth can retain a later comparable AI check after a verified product change. The result uses saved buyer-question, provider, market, answer, citation, product, competitor, and time evidence.
Allowed conclusions include:
Observed change;Correlated improvement; andInsufficient evidence.
The product does not claim that time order alone proves causation. Provider failures are not converted into non-mentions and remain outside comparable mention-rate denominators.
Recommendation journey
The product can describe four evidence stages: Baseline, Relevant, Cited, and Recommended. Calculated readiness position and observed provider position remain labeled separately. The visualization is not a claim that a merchant ranks at a specific position across the internet.
SkuWatch does not currently claim order, revenue, checkout, or private-chat attribution.