RISE311: Plant-Based Protein D2C Platform with Flexible Subscription System
About Our Client
RISE311 Nutrition
- IndustryHealth & Wellness
- RegionUnited States
- PlatformShopify-based D2C e-commerce
- Delivery3 months
RISE311 is a plant-based nutrition brand offering plant-based protein products via a direct-to-consumer model. The brand focuses on clean ingredients, nutritional transparency, and consistent product quality.
It targets health-conscious consumers seeking convenient, reliable access to plant-based supplements that support daily nutrition, fitness goals, and long-term wellness.
Project Overview
A Shopify Strategy For Bundles, Subscriptions & Stable Checkout
RISE311 needed a Shopify strategy that could handle complex bundles and subscription logic without breaking pricing consistency, cart stability, or the checkout flow.
Standard Shopify setups struggled with variant limits, fixed product structures, and fragmented subscription tools. This resulted in inconsistencies across both one-time purchases and subscription flows.
To solve this, we built a Shopify-based D2C platform that unifies product configuration, dynamic pricing, and subscription management into a unified commerce flow. This architecture ensures consistent validation across cart and checkout stages.
The Concept
Flexible Configuration With Unified Commerce Flow
The platform enables flexible product configuration for bundles, variants, and subscriptions within a unified Shopify-based architecture. It maintains consistent pricing and selection logic across the customer journey while supporting real-time updates during product configuration.
We integrated Shopify and Recharge to manage one-time and subscription purchases with synchronized billing and validation at checkout. The frontend provides instant pricing feedback, while backend systems ensure final order accuracy. This setup prevents configuration errors, maintains cart integrity, and supports scalable commerce workflows without disrupting checkout performance.
This setup prevents configuration errors, maintains cart integrity, and supports scalable commerce workflows without disrupting checkout performance.
Key Challenges Addressed
From Variant Limits To Stable Subscription Journeys
Flexible Product Configuration
Standard Shopify variant logic broke under bundled products, flavor selections, and subscription combinations. Shopify’s variant system made it difficult to manage multiple dependent configurations within a single purchase flow.
Real-Time Pricing and Selection Logic
Pricing and quantity calculations became inconsistent when product selections changed dynamically. This creates mismatches between user selections and final checkout values.
System Limitations of Standard Tools
Standard Shopify tools introduced structural limitations that restricted scalable product modeling. The fixed variant structure and 100-variant cap limited complex product configurations. Additionally, Shopify’s configuration system could not support multi-condition dependencies across product attributes.
Unified Cart and Checkout Flow
The cart state frequently became unstable across navigation and subscription flows. This led to configuration loss and edge-case failures, such as invalid bundle combinations, inventory conflicts, and subscription retry scenarios.
Technical Solutions Implemented
Modular Shopify + JS For Complex Commerce Rules
We designed the platform to support complex product configurations, subscriptions, and dynamic pricing while remaining compatible with Shopify’s native checkout. A modular Shopify + JavaScript architecture enables scalable rule management for products, bundles, and subscriptions without modifying core checkout behavior.
Unified Product Structure
We implemented a unified product configuration schema that maps Shopify variants, bundle components, and subscription options into a single structured model. This standardization ensures consistent pricing logic and checkout behavior across all product types within the system.
Custom Selection Logic
A rule-based JavaScript engine updates product configuration states based on user input. This maintains alignment between product selection, quantity, and subscription parameters before data is transferred to the cart layer.
Real-Time Price and Quantity Updates
The frontend recalculates pricing and quantity values in real time in response to configuration changes. Shopify handles final validation at checkout to ensure accuracy of transactional data.
Persistent Cart Data Handling
Shopify cart attributes and line item properties store bundle, flavor, and subscription data across navigation and checkout sessions. This preserves configuration state and prevents data loss during flow transitions.
Rule-Based Validation System
A two-layer validation system ensures configuration correctness. Frontend validation prevents incompatible selections such as invalid bundle combinations or quantity constraints. Shopify and Recharge enforce final pricing, inventory, and subscription rules at checkout.
Unified Product Interface
The product interface operates as a structured configuration layer where selection, pricing, and purchase parameters are bound through shared state management.
The result is a stable architecture with precise control over product behavior, subscription management, and third-party integrations—accurate data flow, reliable performance, and room to scale.
Why This Architecture Works
Checkout-Compatible Rules With Recharge-Aligned Billing
By keeping complex logic in a modular JavaScript layer while leaning on Shopify and Recharge for authoritative validation, the store gains flexibility without sacrificing checkout integrity.
- Single structured model across variants, bundles, and subscriptions
- Instant pricing feedback on the storefront with server-side final validation
- Persistent bundle and subscription metadata through cart attributes
- Two-layer validation reduces invalid combinations before checkout
- Native Shopify checkout preserved for trust and conversion
- Scalable rule management without core checkout modifications
Together, these patterns keep one-time and subscription paths consistent while minimizing configuration loss across navigation and billing events.
Screens From the Live Build
Storefront & Product Experience In Production
Highlights from the shipped RISE311 experience: product storytelling, bundle and subscription controls, and the polished Shopify storefront customers use every day.
Core Features & Functional Capabilities
Built For Subscriptions, Bundles & Clarity
- Product presentation and information structure: The platform presents core products with clear nutritional and ingredient details, including serving sizes, ingredient lists, and usage guidance. This helps users make informed purchase decisions within a streamlined product page layout where key benefits are easy to compare and understand.
- Subscription-based ordering experience: Users can select subscription options during product purchase, choose delivery frequency and plan type within the same flow, and complete checkout without interruption. Subscription details remain visible and up to date throughout the ordering process.
- Bundle creation and management: Users can combine multiple products into a single custom bundle during purchase. These bundles are treated as a single selection in the shopping experience. This allows users to manage grouped items as a single order while still selecting individual products freely
- Custom subscription controls on product page: Subscription options are available directly on the product page. Users can switch between one-time purchases and subscriptions, adjust quantities, and set preferences in real time, with all selections consistently reflected during checkout.
- Customer communication system: Users receive automated updates for key order and subscription events such as order confirmation, subscription changes, and delivery updates. These messages keep customers informed throughout their purchase lifecycle.
Technologies and Tech Stack We Used
Shopify-First Stack With Recharge & Klaviyo
Shopify
Core commerce, catalog, and checkout foundation.
Liquid templates
Storefront structure and native Shopify theme integration.
JavaScript
Rule engine, configuration state, and real-time pricing updates.
Shopify APIs · Recharge · Klaviyo
GraphQL / REST integrations for data sync and automation.
Recharge
Recurring billing and subscription lifecycle alongside Shopify.
Klaviyo · CSS
Marketing automation and responsive UI styling.
Testing & Quality Assurance
Validated Across Flows, APIs & Devices
We conducted functional, integration, and regression testing aligned with subscription commerce and custom configuration risk.
- Conducted functional, integration, and regression testing.
- Validated variant dependencies across product configurations.
- Tested the subscription lifecycle across billing cycles and retries.
- Verified frontend pricing logic and ensured cart state consistency across flows.
- Validated API synchronization across integrated systems.
- Ensured cross-device UI consistency.
Our Approach & Development Timeline
Four Phases Over 3 Months
Delivery progressed from requirements and store setup through custom logic, integrations, and hardening before launch.
Requirement mapping & store setup
Discovery, commerce requirements, and foundational Shopify configuration.
Product structure & custom logic
Unified schema, selection engine, and real-time pricing behaviors.
Subscription flow & integrations
Recharge, APIs, Klaviyo, and checkout-aligned validation.
Testing, refinement & deployment
Regression passes, edge cases, and production release.
Measurable Outcomes
Performance & Commerce Metrics From the Unified System
Projected and observed improvements tied to unified configuration, pricing feedback, and integration stability—aligned with the engagement goals for RISE311.
Conversion uplift from unified Shopify system (variants, bundles, subscriptions)
Checkout drop-offs via improved cart-to-checkout stability
Decisions with real-time pricing logic (sub-300ms updates)
Abandonment through persistent cart state
AOV / subscription uptake via unified cart structure
Sync issues (2–5s improvement) across Shopify, Recharge, and Klaviyo
Digisoft Solution engineered a stable architecture with precise control over product behavior, subscription management, and third-party integrations. The platform ensures accurate data flow and reliable performance with scalability. This is enabled through modular product configuration, API-driven integrations, and extensible rule-based logic. It allows future expansion without restructuring core workflows.
