Available now
The first public release offers three standalone browser tools: JSON-to-CSV conversion, UTM campaign links, and an automation time savings calculator. No store connection or account is required.
Try the current tools →Next: catalog preparation
We plan to add CSV/XLSX catalog validation with an exportable issue report, a column mapper for supplier files, and a comparison view for catalog versions. The initial audience is Shopify and WooCommerce operators and agencies handling recurring product updates.
Initial workflows will work with exported files. Direct synchronization with stores is a later consideration.
AI-assisted mapping
We intend to evaluate the Claude API for interpreting unfamiliar supplier columns, proposing field mappings, and explaining validation findings. The model would propose a mapping; deterministic checks would verify required fields and data types; the operator would approve the result before export.
Evaluation will use sample catalogs with known expected mappings, ambiguous fields, and missing data. We will assess suggestion accuracy, review effort, latency, and cost before releasing the feature. Uploaded file content will be treated as data rather than executable instructions.
Then: saved workflows
Accounts, saved mappings, version history, and shared workspaces are planned after the core file workflows. Paid access will be considered when those capabilities are ready. Pricing and release dates have not been announced.
Release principles
Preserve the original input. Show issues at the row and field level. Make changes reviewable. Give users an export they can inspect. Introduce cloud processing only with clear data-handling information.
Roadmap items are planned capabilities. They are not included in the current release.