Find what needs attention
Spot ambiguous product types, inconsistent naming, missing attributes, and unsupported claims.
Catalog Quality AuditorFOR TECHNICAL SHOPIFY CATALOGS
Complex products.
Clear product data.
Bring order to your catalog. Find inconsistent information, trace corrections to their source, and review every change before it reaches your store.
Product preview · No store connection required
A BETTER PRODUCT RECORDExample
DISTANCE SENSING
360° LiDAR scanner
DEMO-LIDAR-01CURRENT PRODUCT TYPEMotor Controllers
PROPOSED PRODUCT TYPELiDAR Rangefinders
Reason and source included with every proposal
Built around the details that technical commerce needs.
- Electronics
- Robotics
- Industrial equipment
- Components
FROM SUPPLIER DATA TO STORE CONFIDENCE
A workflow for the whole correction.
Focused agent skills do the analysis.
You make the publishing decisions.
Understand the source
Turn supplier descriptions and documents into proposed product data, with uncertainty made visible.
Product IngestionApprove the exact change
Compare individual fields, keep the decisions that matter, and send incomplete evidence back for review.
Catalog GovernanceEXPLORE THE PRODUCT
See the change. Make the call.
Try selecting, reviewing, and approving a correction.
Fictional sample data · Decisions stay in this page until reload · No store connected
Sample products04
Proposed corrections03
Needs source review01
Approved in demo00
Distance sensing
360° LiDAR scanner
Classification mismatch
CURRENT · Product type
Motor Controllers
PROPOSED · Product type
LiDAR Rangefinders
Why this needs attention
The sample supplier description identifies a laser distance scanner. The current type describes a different function.
Illustrative supplier description
Sample supplier description: “A laser scanner for measuring distance around a robotics platform.”
Example evidence for this demonstration only.THE PLANNED CONNECTED WORKFLOW
From first scan to approved changes.
- 01
Connect
Authorize your Shopify store for an initial read-only catalog scan.
- 02
Assess
Compare product information with the source material you provide.
- 03
Review
Inspect each proposed correction and approve specific fields.
- 04
Publish & verify
Apply approved changes with snapshots and a record of the result.
The connected app will keep Shopify as the authority for your catalog, prices, inventory, and checkout. Self-service installation and publishing are not available in this preview.
DEVELOPED THROUGH REAL CATALOG WORK
Built from the details.
At Multirotors.
LiDAR misclassified as motor controllers. Generic product types that hide what a component does. Compatibility claims without a source. These are the kinds of problems behind our catalog governance workflows.
We are bringing those workflows into a product for other technical merchants, starting with assessment and review.
Explore the skills behind the product ↗HELP SHAPE THE FIRST RELEASE
Your catalog is a good place to start.
Tell us about your store, your suppliers, and the product information that takes the most time to maintain.
Discuss your catalog Opens your email app. Pilot scope and pricing are agreed individually.Or use our contact page →What you can use today
Interactive sample review workspace
Downloadable demo change plan
Individual developer skills
What comes next
Shopify connection and catalog scans
Saved reviews, approvals, and publishing
Monitoring and supplier intake
A few practical questions.
Does this demo change my Shopify store?
No. It uses four fictional records in your browser. Approvals are demo decisions and reset on reload. The downloaded plan is an example, not a Shopify import file.
Will this guarantee visibility in ChatGPT?
No. Clearer product information can reduce ambiguity, but discovery and ranking are controlled by the external channels. The product is about catalog quality and controlled corrections.
Can I use the skills separately?
Yes. Explore the developer skills for their individual requirements and workflows. The managed SaaS experience is in development.