SkuWatch AI Visibility Agent Scan your store or site

Use cases

Start with the merchant problem, not the technical feature.

Each use case enters the same Monitor, Explain, Fix, Verify, and Attribute loop with a different product, source, and buyer decision.

Footwear product used to represent a competitor comparisonFOOTWEAR COMPARISON
COMPETITOR

Why is an AI agent recommending another store?

Compare retrieval, attributes, evidence, current commerce state, and cited sources before assuming a hidden penalty.

Open the use case
Skincare product used to represent price and inventory accuracyBEAUTY OFFER STATE
WRONG FACT

Why is ChatGPT showing the wrong price or stock?

Trace the selected variant across Shopify, the page, Offer data, product feeds, markets, caches, and answer time.

Open the use case
Cookware used to represent product compatibility and dimensionsCOOKWARE ATTRIBUTES
ATTRIBUTE GAP

Which facts prevent a product from being compared?

Map a buyer question to compatibility, material, fit, ingredients, package contents, limitations, and current availability.

Open the use case
Fragrance product used to represent a theme release regressionVARIANT REGRESSION
THEME RELEASE

Did a Theme update break public product evidence?

Compare canonical, visible content, selected variants, Product JSON-LD, cart behavior, and discovery routes before and after release.

Open the use case
Snowboard product used to represent before-and-after attributionRELEASE OUTCOME
ATTRIBUTION

Did the last change affect observed visibility?

Connect stable prompts, completed runs, source citations, change windows, feed events, and commerce attribution without inventing causation.

Open the capability
Snowboard product used to represent a controlled catalog changeCONTROLLED WRITE
SAFE CHANGE

Can an agent fix Shopify without uncontrolled writes?

Separate diagnosis, proposal, approval, backup, bounded execution, independent verification, and rollback.

Open the capability