Send product URLs
Share 5-10 representative Shopify product pages. No backend access is needed for the free review.
Shopify product data audits
Product data audits for Shopify stores preparing for AI shopping
ShelfClarity reviews your product titles, attributes, FAQs, policies, and feed/schema readiness so shoppers, Google Merchant Center, and AI shopping tools can understand your catalog more clearly.
No ranking guarantees. No backend access required for the free audit. Just a practical review of public product pages with clear next steps.
Best fit
Built for attribute-heavy ecommerce catalogs
Home decorRugs and flooringCurtains and textilesFurnitureGarden and outdoorLighting and hardwareBedding and sleepKitchen and dining
Free mini-audit
What we review
The first audit is intentionally narrow: enough to show whether useful product data opportunities exist before you commit to a deeper project.
Product titles
Product descriptions
Structured attributes
Product-level FAQ opportunities
Feed and schema readiness
Shipping, returns, warranty, care, and installation clarity
Sample finding
Good product copy is not always reusable product data
Beautiful product copy helps human shoppers, but discovery tools also need consistent details like material, size, room fit, compatibility, care, shipping constraints, warranty terms, and return eligibility.
For example, rug shoppers compare size, material, pile height, room fit, care, shipping, and returns. If these details appear in different places across product pages, they may be harder to reuse in feeds, schema, filters, and AI shopping surfaces.
Mini-audit previewPublic pages only
Attribute completeness
64%
FAQ opportunities
38%
Feed/schema readiness
72%
Top opportunity
Add consistent product-level details for material, care, dimensions, and return eligibility.
How it works
A low-risk first step
We review public pages
We look at product pages, FAQs, policies, help content, schema, and visible data consistency.
Receive a short scorecard
You get a practical mini-audit with the clearest gaps and a short list of improvement opportunities.
Continue only if useful
If the findings are valuable, we can run a deeper audit or cleanup sprint. No subscription is required.
Paid pilot
Continue only when the first findings are useful
Early projects are priced as simple audits or cleanup sprints. No subscription or lock-in is required.
| Option | Price | Scope |
|---|---|---|
| Starter Audit | $149 | 10 representative products |
| Growth Audit | $299 | 30 representative products |
| Cleanup Sprint | from $599 | Audit plus implementation-ready recommendations |
Founder-led
Hi, I am Felix.
I am building ShelfClarity as a focused service for ecommerce teams that want cleaner, more structured product data without starting with a heavy PIM or full Shopify app install.
The first step is intentionally small: a public-page mini-audit that shows whether there are useful product data opportunities before you commit to anything deeper.
Want a quick outside view of your product data?
Send 5-10 product URLs and I will review the public pages.
Email felix@shelfclarity.com