What is Problem Spotter?
Stop building products nobody wants. Problem Spotter analyzes Reddit conversations to reveal trending opportunities in minutes. While competitors guess, you'll know exactly what users need. Try free today.
Problem
Users manually analyze Reddit discussions to find product opportunities, which is time-consuming and inefficient due to information overload and lack of systematic trend identification.
Solution
A SaaS tool that uses AI-driven analysis of Reddit conversations to automatically surface trending problems, allowing users to filter by niche, sentiment, and demand metrics.
Customers
Startup founders and product managers (25-45 years old) who actively research market gaps, validate ideas, and prioritize data-driven decision-making.
Unique Features
Real-time analysis of 50M+ monthly Reddit posts, sentiment scoring, competitor gap detection, and niche problem clustering via NLP.
User Comments
Saves 10+ hours/week in manual research
Identified 3 validated product ideas in first week
Found profitable micro-niche competitors missed
Sentiment analysis prevented bad investments
Dashboard needs more export options
Traction
Analyzed 150M+ Reddit posts since 2023
2,000+ active users
$50k MRR
Featured in ProductHunt Top 5 (Oct 2023)
Market Size
The global AI-driven market research sector is valued at $1.5 billion in 2023 (Grand View Research), growing at 25.8% CAGR as 72% of startups adopt automated trend analysis tools.
