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Platform-neutral commerce pilot
Controlled product recommendations for custom and non-Shopify ecommerce storefronts.
Choose the correct product path
The corporate Recommend pilot is for custom and non-Shopify commerce environments. Shopify merchants use the approved Shopify app, where installation, permissions, and billing remain inside Shopify.
What this product does
Add a controlled recommendation layer to an existing commerce storefront. Teams can choose placements, control eligibility and merchandising rules, review why products were recommended, and measure directly attributed and assisted activity before expanding the integration.
Discuss your use case →How it works
Mainspring does not replace the person responsible for the decision. It organizes the information, produces a focused result, and makes review easier.
01Connect the approved store data
02Review the recommendation or analysis
03Measure what customers and operators do next
Capabilities
Requirements
Controls and boundaries
Representative demonstration
Product demonstrations use representative data and remain separate from Shopify stores and customer production systems.
Frequently asked questions
Ecommerce and merchandising teams using non-Shopify or custom commerce storefronts.
A supported storefront and usable catalog data; An owner for merchandising and outcome review; Enough activity to evaluate results responsibly.
No. Mainspring organizes evidence and produces a focused result, while the accountable person keeps review and approval control.
The use case, approved inputs, success measures, safeguards, and acceptance criteria are agreed before a qualified pilot begins.
Continue evaluating
Review security, privacy, governance, and operating boundaries.
Understand how assessments, pilots, and implementation begin.
See how much inventory customers are likely to need before purchase orders are placed. Planning teams can review expected demand by product and time period, identify possible shortages, and make buying decisions with greater confidence.
Understand when a product may be priced too high, too low, or ready for a promotion. Teams can review suggested changes, protect minimum margins, and approve prices that balance profitability with sell-through.
Next step
Share the outcome you want to improve. Mainspring will confirm fit, required inputs, safeguards, and the appropriate next step before any production connection.