An AI-Powered SaaS Platform for Smarter Reddit Marketing
Subscription + Credit
based access
80% reduction
in manual Reddit content planning
AI-powered
tone personalization
About Reddit Insights Pro
The Reddit Insights Pro is an intelligent, web-based application that enables users to analyze subreddit content, extract trends, and generate optimized post and comment ideas using OpenAI. Designed for B2B SaaS usage, the platform empowers content marketers and businesses to create high-performing Reddit content with minimal manual effort.
Services
- AI Development |
- API Integration |
- Analytics & Reporting |
- Development
Goal
The client envisioned a B2B SaaS platform that could:
- Simplify subreddit research by extracting and analyzing large volumes of data.
- Automate Reddit content creation using AI, with options to personalize tone and context.
- Deliver monetization readiness via subscription-based plans.
- Ensure performance and scalability to handle increasing user loads.
The challenge
Challenge 1: Performance & Speed
Issue
Handling large subreddit data queries caused latency.
Solution
Implemented caching + optimized queries for real-time results.
Challenge 2: AI Personalization
Issue
Users required tone-specific AI outputs for different audience segments.
Solution
Developed a tone selector (Friendly, Casual, Expert) to tailor AI-generated responses.
Challenge 3: Monetization Scalability
Issue
Needed flexible yet secure monetization.
Solution
Stripe + credit-based system allowed subscription tiers and fair AI usage distribution.
Our Approach
Our team created FuguMe, a multilingual social media app for Android and iOS, designed for food lovers to share reviews, explore dining options, and connect with others. This document details our approach, technology stack, challenges, and final deliverable, showcasing how we addressed the problem and provided value.
Discovery
- Engaged with stakeholders to define vision and scope.
- Conducted competitor analysis to identify gaps in Reddit-focused SaaS tools.
- Created personas (marketers, agencies, SaaS growth teams) to tailor features.
- Defined key functional requirements: subreddit analysis, AI-driven generation, credit system, and subscriptions.
Technology Stack
- Frontend: ReactJS
- Backend: Node.js, Express
- Database: MongoDB
- Payments: Stripe
- AI Integration: OpenAI (Chat/Completion APIs)
- Reddit Integration: Snoowrap API
- Email & Queueing: Nodemailer, Cron Jobs
- Analytics & Reporting: Custom weekly/monthly aggregation
Development
- Frontend: ReactJS for modular and responsive interface.
- Backend: Node.js & Express for scalability.
- Database: MongoDB for efficient storage and querying.
- AI Integration: OpenAI GPT APIs for post/comment generation with tone personalization.
- Reddit API: Snoowrap for subreddit data extraction.
- Payments: Stripe integration for monthly/yearly subscription plans.
- Monetization: Credit-based feature control for fair usage.
- Email & Reporting: Cron jobs + Nodemailer for scheduled insights.
- Optimization: Implemented caching to reduce latency on subreddit queries.
Testing
- Conducted unit & integration testing across APIs and AI modules.
- Performed UAT with marketers to validate flow, tone personalization, and usability.
- Stress-tested caching to ensure performance under scale.
Deployment
- Launched on a scalable cloud environment.
- Integrated Stripe payments for seamless monetization.
- Configured analytics to monitor user engagement and feature adoption.
Major Decisions and Innovations
- Tone-Specific AI Personalization: Unique ability to generate comments in Friendly, Casual, or Expert tone.
- Credit-Based Monetization: Fair usage ensured profitability and transparency.
- Caching System: Reduced API response time by 40%, boosting user experience.
- Folder & Save System: Gave users long-term value via content management.
Final Outcome
Reddit Insights Pro emerged as a B2B SaaS powerhouse, enabling marketers to:
- Rapidly analyze niche communities.
- Generate engaging, tone-personalized Reddit posts.
- Stay ahead of competitors with trend-driven insights.
- Scale content strategies effectively with subscription-driven monetization.
The solution positioned the client as an early leader in AI-driven social media intelligence, creating a competitive edge in the evolving marketing automation landscape.
Other Case studies
FuguMe : Driving Innovation, delivering Excellence
FuguMe is a multilingual social media application designed for Android and iOS platforms, enabling users to share and explore restaurant experiences seamlessly.
Reddit Insights Pro : An AI-Powered SaaS Platform for Smarter Reddit Marketing
The Reddit Insights Pro is an intelligent, web-based application that enables users to analyze subreddit content, extract trends, and generate optimized post and comment ideas using OpenAI.
Build Partner : Centralized Partner & Xero Management Platform
Build Partner is an advanced B2B SaaS platform that enables enterprises to manage partner-managed companies connected to Xero. It provides real-time financial insights, structured feedback collection, and a role-based access system, simplifying operations for admins, partners, and end-users while keeping sensitive financial data secure.
Cybernatics : Web App for Enterprise Antivirus Device Management
Cybernatics is a leading cybersecurity SaaS company providing advanced antivirus and endpoint protection solutions for enterprise organizations.Its web platform empowers IT teams to monitor device activity, manage users and subscriptions, and streamline security operations across multiple departments and locations.
Sokuji : On-Demand Service Platform Revolution
Sokuji is a cutting-edge mobile platform designed to simplify access to on-demand services such as home maintenance, vehicle care, and personal care. Built for Android and iOS, the app connects users with verified service providers, enabling seamless booking and real-time matching. Providers gain a steady flow of work opportunities, while users enjoy trusted, fast, and location-based service delivery.
Prime Logistics : Streamlining Operations Through Digital Innovation
Prime Logistics is a leading logistics and transportation service provider specializing in managing fleets, drivers, transporters, and customer deliveries. The company wanted to modernize its operations with a centralized digital platform for tracking trucks, managing jobs, and streamlining transport operations.
RadioPhone : Live Radio, Anywhere in the World
RadioPhone is a global radio streaming platform designed to provide seamless access to over 55,000 live radio stations worldwide. With features like interactive map-based discovery, personalized favorites, premium subscriptions, and multi-language support, RadioPhone bridges cultural gaps and delivers a truly global listening experience.
Solar Plant : Centralized Solar Monitoring Platform
A renewable energy solutions provider specializing in solar energy systems. The client operates at scale, deploying multiple solar panel installations for industrial and commercial customers who require centralized monitoring and reporting for solar energy production.
Checkrite : Building a Future-Ready Property Safety Ecosystem
Checkrite a rapidly growing company in the property management services industry. Their primary audience consists of property managers and tenants who require streamlined solutions for managing safety check services for rental properties.
Hirello : AI-Powered Career Development Platform
Hirello is an emerging startup in the career development and education technology sector. The company aims to revolutionize how professionals grow and find opportunities through AI-driven tools. Serving students, job seekers, and institutions, Hirello uses a freemium global model to make career advancement accessible and data-driven.
Projectory : AI-Powered Proposal & Collaboration Platform
Projectory is an innovative startup in the SaaS industry aiming to revolutionize how organizations create, manage, and track business proposals. Their product focuses on leveraging AI and real-time collaboration to simplify the complex and time-consuming proposal process for teams handling multiple clients, bids, and documentation cycles.
Tipsea : Trading & Stock Market Advisory App and Web
Tipsea is a user-friendly trading and stock market app and web designed to deliver expert advisory services through curated packages. The app and web empowers users with valuable trading insights from experienced advisors, providing clear guidance on stock investments. Each advisory package includes detailed tips with target prices for trades and stop-loss levels, presented in an intuitive tips graph for easy comprehension.
Id-Box : Centralized Organization & Member Management Platform
Id-Box is a growing company seeking a centralized platform to manage multiple organizations, their managers, and members efficiently. The platform needed to allow member onboarding through application forms, publish organizational news, and provide role-based access for administrators, owners, managers, and members.
Sabzi Farm : A Complete Fresh Produce Ecosystem with Multi-Platform Applications
Sabzi Farm is a comprehensive fresh produce delivery ecosystem designed for Android, iOS, and Web platforms, enabling users to browse, order, and track fresh vegetables and fruits seamlessly. The platform supports multiple user roles and interfaces, allowing customers, delivery partners, administrators, and store managers to interact with the system effortlessly.