
How the Shopify Catalog Content Sprint Works


Built for Operators, Not Prompt Collectors
Provide one Shopify export, one authoritative facts package and one brand guide for 10 SKUs in a single product family. We map only approved product facts into consistent titles, descriptions, feature bullets, SEO fields, normalized attributes, a Shopify-mapped CSV and a separate QA sheet. Missing or conflicting facts are flagged—not guessed. Your approver reviews the first three drafts asynchronously, then provides one consolidated correction round. No store credentials or publishing access are required; your team decides what to publish.
Operating Principles
Product Truth
No invented features, discounts, proof or performance claims.
Structured Inputs
Clear briefs and CSV-ready fields reduce ambiguity before generation.
Repeatable Outputs
Consistent schemas make review, revision and bulk deployment easier.
Human Control
Every workflow includes review gates before publication or import.
Platform Ready
Designed specifically for one Shopify store and a single product family.
Commercial Clarity
One fixed-scope Sprint: 10 SKUs, one approver and one consolidated correction round.

The Shift Pilot Standard
For one product family in one Shopify store, we organize approved source facts into a review-ready set of product content and a Shopify-mapped CSV. Missing or conflicting information stays flagged in a separate QA sheet. Your team reviews and decides what to publish.

