--- title: "Rueblur Case Study: Transforming MVP to Scalable Platform" date: 2024-09-25 author: "alex.lukashevich" featured_image: "https://stage.spiralscout.com/wp-content/uploads/2025/05/Preview_Rueblur.jpg" --- # Rueblur Case Study: Transforming MVP to Scalable Platform ![Rueblur logo](https://stage.spiralscout.com/wp-content/uploads/2025/05/Rueblur-logo.svg "Rueblur logo")[Rueblur app](https://apps.apple.com/us/app/rueblur/id6502915902) # **Scaling Rueblur: From MVP to Monetized, Moderated, and Market-Ready** ### content monetization ### live streaming ### moderation system ![Hero_Rueblur](https://stage.spiralscout.com/wp-content/uploads/2025/05/Hero_Rueblur.jpg) About [About](#about-project) [Challenges & Solutions](#challenges-and-solutions) [Strategy](#highlights) [Results](#services) [Reviews](#review-and-clutch) ## About the Project Rueblur set out to rethink social media. Their platform encourages users to rate and react to content, earn Ruescore rewards, and share without being controlled by opaque algorithms. But when they came to us, they had more vision than stability.Their MVP was barely holding together, and they needed immediate help to [stabilize a legacy mobile app](https://stage.spiralscout.com/services/software-development/mobile-development). Features were incomplete, the user experience was inconsistent, and the technical debt was growing faster than their user base. Rueblur required more than a few fixes. They needed a rebuild with a clear path to growth. ## Objectives - Stabilize and refactor the core product without starting over. - Introduce revenue models and live-streaming support. - Equip Rueblur’s team with moderation and admin controls. - Create a smoother, more intuitive mobile experience. - Reduce release friction and make iteration easier. ![About_Rueblur](https://stage.spiralscout.com/wp-content/uploads/2025/05/About_Rueblur.jpg) ## Challenges ## Solutions Challenges **Inherited MVP = Technical Headaches** Rueblur’s MVP was built fast and cheap. By the time we joined, it was riddled with bugs, bloated with unused code, and structured in a way that made new features risky to ship. Solutions Our Approach We started with a technical audit and built a punch list. From there, we broke the codebase into smaller, modular components and replaced legacy dependencies. We introduced CI/CD pipelines and cleaned up the release workflow. The app became faster to build on and easier to trust. Challenges Missing Monetization and Live Streaming To succeed with Gen Z creators, Rueblur needed more than likes and comments. They needed built-in monetization and real-time engagement tools. Solutions Our Approach We added subscription tiers, donation features, and real-time streaming with interactive chat. Payments were handled through Stripe and tied to user rewards. Live sessions could now drive real value for both users and the platform. Challenges No Tools to Manage or Moderate Content moderation was an afterthought in the MVP. As usage grew, Rueblur had no way to respond to bad actors or enforce quality. Solutions Our Approach We built a low-code admin panel using ToolJet, a lightweight, powerful, and easy solution for non-engineers to use. Moderators could flag content, verify users, and manage reports, all without touching the codebase. Challenges UX Friction Across the Board Users were getting lost. Screens felt disjointed. The experience didn’t match the energy of Rueblur’s audience. Solutions Our Approach [Spiral Scout designers](https://stage.spiralscout.com/services/software-development/design) redesigned the mobile experience from the ground up using Figma, aligning navigation, styles, and interactions. The app went from piecemeal to polished, without losing its edge. ![Challenge_Rueblur](https://stage.spiralscout.com/wp-content/uploads/2025/05/Challenge_Rueblur.jpg) ## Our Project strategy Overview of the critical steps that shaped the project’s success and addressed its key challenges. ![Strategy 01_Rueblur](https://stage.spiralscout.com/wp-content/uploads/2025/05/Strategy-01_Rueblur.jpg "Strategy 01_Rueblur") ### **Initial Code Audit & Discovery** We began by assessing the condition of the existing codebase to determine if it could be fixed, focusing on restoring the Dashboard’s core features and functionalities. We reviewed the MVP, audited the tech stack, and [performed a discovery session upfront around a product roadmap](https://stage.spiralscout.com/services/it-consulting/product-discovery) with the founder. This phase clarified where we could move fast and where we had to tread carefully. It lasted approximately 2–3 weeks. We began by assessing the condition of the existing codebase to determine if it could be fixed, focusing on restoring the Dashboard’s core features and functionalities. ![Strategy 02_Rueblur](https://stage.spiralscout.com/wp-content/uploads/2025/05/Strategy-02_Rueblur.jpg "Strategy 02_Rueblur") ### **Development & Integration** Development progressed in two-week sprints, focusing on backend improvements, UX enhancements, and feature integrations. We executed parallel development streams: [stabilizing and refactoring core systems](https://stage.spiralscout.com/services/software-development/legacy-modernization) while building new features like live-streaming and payments. Admin tools were developed externally using ToolJet to accelerate delivery without impacting the core application. ![Strategy 03_Rueblur](https://stage.spiralscout.com/wp-content/uploads/2025/05/Strategy-03_Rueblur.jpg "Strategy 03_Rueblur") ### ****Operational Hygiene**** We moved Rueblur to a monorepo with CI/CD pipelines, standardized development practices, and used Jira/Confluence to keep everyone aligned. ## ****Project Results**** The implementation of Spiral Scout’s solution delivered several key outcomes that significantly advanced Rueblur’s platform maturity and readiness for growth. Key performance indicators showed a 3x improvement in feed load times and a 60%+ reduction in moderation overhead. The platform’s stability and new feature set directly supported a 2.3x increase in user base post-launch, with thousands of new app installs across iOS and Android in just a couple of weeks and high ratings in the app store. Rueblur’s journey reflects what’s possible when vision meets the right technical partnership. Spiral Scout didn’t just deliver code; we brought project structure, clarity to the founder’s ambition, and momentum to a platform ready to challenge the norms of social media. This transformation empowered Rueblur to shift from surviving to scaling, with creators and users now firmly at the center of the experience. We don’t just write code. We build products you can grow with. **Want to talk about your roadmap?**[ **Schedule a strategy call**](https://meetings.hubspot.com/john-griffin3) ## deliverables - Refactored, modular mobile application - Tiered monetization system with Stripe integration - Real-time live-streaming with donations and chat - Admin dashboard for user/content moderation - Redesigned UX for higher engagement and retention - If you’re building a consumer product with technical gaps or a roadmap that’s being slowed down by bad architecture, Spiral Scout’s approach may be a fit. We help companies stabilize, ship faster, and build toward business outcomes without throwing everything away and starting over. ![Results_Rueblur](https://stage.spiralscout.com/wp-content/uploads/2025/05/Results_Rueblur.jpg) ![Rueblur logo](https://stage.spiralscout.com/wp-content/uploads/2025/05/Rueblur-logo.svg) ## Wanted to say thank you to you guys, users have seen massive improvements since we started completing the technical debt. You guys are awesome and happy I have your team, thank you. ### Rahmaude Stringfield CEO & Founder **of Rueblur** [ 4.9 Based on 52 reviews ](https://clutch.co/profile/spiral-scout?utm_source=widget&utm_medium=1&utm_campaign=widget&utm_content=num_reviews&utm_term=spiralscout.com#reviews) ### OVERALL SCORE At Spiral Scout, we believe that when it comes to software development and delivery, it’s time for a change. ### 5.0 #### SCHEDULING On Time / Deadline ### 5.0 #### QUALITY Service & Deliverables ### 5.0 #### COST Value / Within Estimates ### 5.0 #### NPS Willing to Refer ## Related projects - ![CPQ engine Temporal](https://stage.spiralscout.com/wp-content/uploads/2024/12/fouu5j7y-cpq-preview-1-1.jpg "CPQ engine Temporal") ![ARG logo](https://stage.spiralscout.com/wp-content/uploads/2024/12/logo-5.png)### Turning Complex Quoting into Controlled, Repeatable Systems Implemented CPQ that cut quote turnaround time by 50% and increased sales accuracy, driving higher revenue. CUSTOM DEVELOPMENT, QUOTING AUTOMATION, TEMPORAL [Link](https://stage.spiralscout.com/case/cpq-implementation-case-study-alaska-rubber) - ![Preview for Qualcomm case](https://stage.spiralscout.com/wp-content/uploads/2025/03/Preview_Qualcomm.jpg "Preview_Qualcomm") ![Qualcomm Logo](https://stage.spiralscout.com/wp-content/uploads/2024/10/Qualcomm-Logo.svg.png)### Interactive AI Experience for Qualcomm’s Snapdragon 2023 Summit Created AI demo engaging 2,000+ attendees and boosting event interaction by 50%. Mobile DEVELOPMENT, AI SOLUTIONS [Link](https://stage.spiralscout.com/case/interactive-ai-experience-for-a-leading-tech-summit) - ![Total deal values](https://stage.spiralscout.com/wp-content/uploads/2025/01/projectfortress-preview_1.jpg "projectfortress preview_1") ![Project Fortress logo](https://stage.spiralscout.com/wp-content/uploads/2025/01/IMG_3912.jpeg "Project Fortress logo")### Salesforce AI Integration for Fortress (Legal SaaS) Automated 80% of deal management tasks in Salesforce, cutting manual work and boosting efficiency in legal workflows. SALESFORCE INTEGRATION | AI SOLUTIONS | CORPORATE LAW FOCUS [Link](https://stage.spiralscout.com/case/salesforce-ai-integration-for-law-saas-fortress) - ![wippy ai](https://stage.spiralscout.com/wp-content/uploads/2024/12/u85wu4qm-wippi-ai-cover-.jpg "wippy ai") ![Wippy Logo Dark](https://stage.spiralscout.com/wp-content/uploads/2024/09/Logo-Dark-svg.svg)### Secure enterprise AI automation for RFPs Reduced pre-sales data entry by 70%, accelerating lead qualification and increasing qualified leads using AI automation. AI-POWERED MULTI-AGENT SYSTEM [Link](https://stage.spiralscout.com/case/ai-driven-pre-sales-automation-wippy) - ![Streamlining data processing with AI automation](https://stage.spiralscout.com/wp-content/uploads/2025/01/Sourcing-Value-preview_1.jpg "Streamlining data processing with AI automation") ![Sourcing Value logo](https://stage.spiralscout.com/wp-content/uploads/2025/01/sVKG99T-1.png "Sourcing Value logo")### Automating data processing for a supply chain company with AI-driven workflows Developed automated data workflows that reduced manual effort by 75% and increased processing speed. AUTOMATED DATA MANAGEMENT SOLUTION [Link](https://stage.spiralscout.com/case/spiral-scout-automated-data-processing) - ![Multi-Agent System Overview](https://stage.spiralscout.com/wp-content/uploads/2024/12/eynkklxz-wippi-framework-cover-.jpg "Multi-Agent System Overview") ![Wippy Logo Dark](https://stage.spiralscout.com/wp-content/uploads/2024/09/Logo-Dark-svg.svg)### Revolutionizing Task Automation with AI-Powered Multi-Agent Systems Deployed AI agents automating 85% of manual workflows, improving productivity and cutting errors by 70%. AI-POWERED MULTI-AGENT SYSTEM [Link](https://stage.spiralscout.com/case/spiral-scout-multi-agent-system) ## Have a similar need? Let’s discuss. WHAT’S NEXT 1 Meet the founders 2 Tell us your goals 3 Receive a proposal 4 Project kickoff ![John Griffin](https://stage.spiralscout.com/wp-content/uploads/2026/04/John.png "John Griffin")### John Griffin Co-Founder, CEO ![Anton JD Titov](https://stage.spiralscout.com/wp-content/uploads/2026/04/Anton-2.png "Anton JD Titov")### Anton “JD” Titov Co-Founder, CTO *“Anton is an exceptional technologist. I would feel comfortable having him work on any technical challenge.”* – Ryland Goldstein, Head of Product, Temporal