VIALTRY METHODOLOGY

How Vialtry reviews product data.

Vialtry helps Shopify brands make product information clearer, more complete and easier to use across product pages, structured data and shopping discovery. This page explains the process plainly.

1. Establish the product baseline

Vialtry reviews the product information available on selected Shopify PDPs: product identity, specifications, use cases, suitability, price and availability, plus category-relevant facts.

2. Apply a category-specific checklist

The checklist changes by category. Apparel needs material, fit and care information; skincare needs ingredients and suitability; supplements need dosage, dietary and safety information.

3. Identify clear, factual gaps

The output highlights information that is missing, vague, inconsistent or difficult for a shopper to find. Proposed changes are designed to add facts—not to invent claims or rewrite a brand’s voice unnecessarily.

4. Review before publishing

Teams review proposed changes before they go live. Product facts, certifications, ingredient claims and performance claims should always be approved by the brand.

What Vialtry does not claim

Complete product data can improve clarity and accuracy, but it does not guarantee rankings, traffic, sales or an AI recommendation. AI systems use multiple signals and can change over time.

Check your product-data baseline →Read the AI shopping guide