Intent, market, English language, enabled state, and saved question version.
How SkuWatch works
One AI visibility agent keeps your Shopify catalog ready to be found.
Monitor the platforms shaping purchase decisions, understand why products get overlooked, turn findings into improvements, and verify what changed.
Agent-powered workflow
One closed-loop system from monitoring to measurable improvement.
SkuWatch connects AI shopping answers, Shopify catalog intelligence, evidence-backed improvements, publication verification, and ongoing measurement.
CONTROL PLANEShop-scoped workflow and job stateMerchant context / plan allowance / queue status / approval / retries / provider exclusions
AI Visibility pathObserve real answers to defined buyer questions
ChatGPT, Perplexity, Gemini, and Claude retain separate success, failure, and exclusion states.
Raw response, citations, brands, products, merchants, competitors, matching basis, and time.
SHOP-SCOPED STORAGEMongoDB evidence recordsQuestions / provider runs / answers / citations / competitors / audits / drafts / backups / changes / usage
LIFECYCLEWebhook-driven deletionUninstall and shop-redact events remove shop-scoped application records
Scan and Improve pathRead product facts, audit gaps, and prepare bounded content
Admin API product and variant facts, batched progress, detailed gaps, and plan allowance.
Product description and buyer FAQ are drafted from confirmed facts and optional buyer details.
The merchant edits every output and sees the final description and FAQ before Apply.
Publish and Results pathWrite narrowly, re-read Shopify, and inspect public output
Save prior values, write approved `descriptionHtml` and `$app.ai_faq`, then re-read Shopify.
Product FAQ block and AI product data app embed are enabled through Shopify Theme Editor.
Before, Published, save status, public FAQ state, backup, Undo, and included later AI comparisons.
Merchant journey
Five steps from uncertainty to action.
Each step moves the store closer to clearer product discovery across AI-assisted shopping.
- 01Configure the store
Confirm brand name, specific product category, primary markets, and audiences. Monitoring language is currently English.
- 02Check a buyer question
Choose a saved question and request all four providers. Inspect raw evidence and provider status.
- 03Audit active SKUs
Run a batched Shopify catalog audit and open the products with specific information gaps.
- 04Review a Product Fix
Add buyer details, edit the description and FAQ, preview the final output, and approve only if accurate.
- 05Verify Results
Confirm the Shopify save, public FAQ state, Before and Published evidence, backup, Undo, and later comparable observations where included.
Data flow
What leaves Shopify, and why.
AI providers receive only the context needed for the requested check or content draft. Customer, order, checkout, POS, and payment-card data are not required.
Product and installation data
Required product reads, optional approved product writes, installation and plan state, and compliance webhooks.
Shop-scoped processing
Context, audits, provider jobs, evidence, drafts, approvals, backups, verification, and usage.
Requested model operations
Buyer question and relevant store context, or known product facts needed for a merchant-requested draft.
Theme integration
Publish richer product evidence without rebuilding your theme.
Enable approved buyer FAQs and current product data through Shopify's removable Theme App Extension.
One FAQ source for readers and structured data
Reads `$app.ai_faq`, displays the approved FAQ, and emits FAQPage JSON-LD from the same data.
Product and Offer data from current Shopify state
Emits available ProductGroup, Product, and Offer facts, including identifiers, price, currency, and availability.
Enabled and removed in Theme Editor
The merchant must activate the components. The app does not request `write_themes` or directly rewrite theme assets.
Built for confident Shopify operations
Powerful visibility intelligence with control at every step.
Move from monitoring to publication quickly while preserving accurate product facts, merchant approval, and a clear history of every change.
Three clear measurementsSeparate storefront access, product readiness, and observed AI visibility so every score leads to the right action.
Real platform resultsKeep provider answers, failures, sources, products, and competitors visible instead of hiding uncertainty.
Fact-grounded improvementsBuild drafts from confirmed product facts and merchant edits.
Focused Shopify accessWork with product data without requiring customer, order, or checkout information.
Theme-safe outputEnable storefront components through a removable Shopify Theme App Extension.
Verified progressCompare later AI visibility evidence after approved product improvements go live.
Put the complete agent loop to work for your store.
Monitor leading AI platforms, improve the catalog, and verify every Shopify result from one connected workflow.