pearl-problems

byAman Alvi

AI Problem Finder SaaS — Full Product Build Prompt Build a complete SaaS web application called **ProblemPulse AI**. The purpose of this platform is to help founders, creators, and indie hackers discover real problems people are discussing online so they can build startups, products, or content around those problems. The platform must automatically collect discussions from Reddit, Twitter/X, and product review sites, analyze them using AI, and extract real user problems, complaints, and unmet needs. --- CORE PURPOSE Users enter a niche or keyword such as: fitness AI tools productivity apps dropshipping online education The system then scans online conversations and finds: • real problems users complain about • feature requests • frustrations with existing tools • repeated questions Then the AI summarizes these problems and suggests startup opportunities. --- MAIN FEATURES 1. Problem Discovery Engine When a user enters a keyword, the system should: Fetch posts from: * Reddit * Twitter/X * Product review sites (G2, Trustpilot, App Store reviews) Use AI to analyze text and extract: • most common complaints • repeated problems • unmet needs • feature requests Then generate a structured report. --- 2. AI Problem Analysis Use AI to process collected posts and detect: * Problem summary * Frequency of the problem * Target audience * Possible product solutions Output example: Problem: People hate expensive fitness apps subscriptions Source: Reddit Mentions: 124 posts Opportunity: Build a free habit-based fitness tracker --- 3. Startup Opportunity Generator After problems are detected, AI should generate: • SaaS ideas • app ideas • marketplace ideas • content ideas Example output: Problem: Hard to track calories quickly Startup Idea: AI camera calorie tracker app Target users: gym beginners --- 4. Trend Score System Each problem must receive a score from 1 to 100 based on: • number of mentions • engagement (likes, comments) • recency of posts • number of communities discussing it Display as: Trend Score: 87 / 100 --- 5. Problem Dashboard Create a clean SaaS dashboard where users can see: * trending problems * new problems discovered * top startup opportunities Sections: Trending Problems Latest Problems High Opportunity Ideas Saved Ideas --- 6. Save & Organize Ideas Users can: • bookmark problems • save startup ideas • organize them into folders --- 7. AI Deep Research Mode Premium feature. User clicks “Deep Research”. AI performs deeper analysis: * competitor products * pricing models * market size estimate --- UI DESIGN Design a modern SaaS interface inspired by minimal startup tools. Use: Dark theme Glass UI elements Simple cards Clean analytics dashboard Pages required: Landing Page Login Page Signup Page Dashboard Problem Results Page Saved Ideas Page Pricing Page --- LANDING PAGE CONTENT Headline: Find Real Startup Ideas From Real Problems Subheadline: Discover what people complain about online and turn those problems into profitable startups. CTA buttons: Start Finding Problems Try Free Sections: How it works Example problems discovered Testimonials Pricing --- TECH STACK Frontend: React + Next.js Backend: Node.js / Express Database: PostgreSQL AI: OpenAI API or similar LLM APIs: Reddit API Twitter/X API Web scraping for reviews --- MONETIZATION Free Plan: 5 problem searches per month Basic problem analysis Pro Plan ($12/month): Unlimited searches Startup idea generator Trend score analysis Premium Plan ($29/month): Deep research mode Market insights Competitor analysis --- DASHBOARD DATA VISUALIZATION Show: Trending problems chart Most discussed niches Latest discovered opportunities --- SCALABILITY Design the system so it can handle: Thousands of users Real-time data collection Background data processing --- GOAL The final SaaS must allow founders to instantly discover real problems from online communities and turn them into profitable startup ideas.