available
Mainspring Recommend
Help shoppers discover relevant products while you stay in control of what can appear.
- Catalog-aware ranking
- Placement and merchandising controls
- Conservative attribution reporting
Mainspring for Shopify
Commerce intelligence that expands with your operation.
Start with what is available today, then see the capabilities being researched and validated. Previewed products never activate or change pricing until they complete their release gates.
Available now
Products you can use today
Coming next
Help shape the next Mainspring products
Register interest or apply for early access where applications are open. Features, eligibility, pricing, and timing may change before release.
validation
Mainspring Search
Help shoppers find products using natural language without losing Shopify's native search safety net.
- Intent-aware retrieval
- Catalog-grounded results
- Native fallback
validation
Mainspring Forecast
See likely product demand before deciding how much inventory to prepare.
- Four-week outlook
- Confidence ranges
- Stock-risk signals
validation
Mainspring Price
Compare possible price changes before deciding whether to apply one.
- Read-only simulations
- Demand context
- Outcome tracking