Find Proven Problems.
Build Your Next
Successful Product.
Explore thousands of proven problems from real users, and turn them into winning products with tools to plan, validate, and grow faster.
Platform Features
Everything You Need to Build Better Products
App Store Intelligence
Analyze mobile app reviews and discover user pain points across thousands of applications.
G2 & Upwork Analysis
Discover market opportunities through comprehensive analysis of G2 reviews and Upwork project demands.
Reddit Research Analysis
Access curated databases of problems, solutions, and successful product strategies.
AI Research Assistant
Find problems worth solving with custom AI Agents
Create Pipeline
An AI agent actively tracks discussions on any subreddit you specify to uncover user pain points and market opportunities.
Structured Results
All insights are organized and stored in a structured database for easy access and analysis.
Intelligent Analysis
OpenAI-powered processing detects patterns and generates insights from user discussions.
Automated Insights
Get actionable insights and SaaS ideas generated from real user pain points and market gaps.
MCP INTEGRATIONTurn Reddit into a decision engine.
Async PRAW + MCP tools that transform raw threads into validated market insights, competitor signals, and copy that converts—in under 30 minutes.
25–60k
posts/hour ingest capacity*
92–97%
keyword match precision†
< 1.6s
p95 search-to-first-result
38–55%
duplicate collapse rate‡
*Burst with keyword filtering on; depends on API quotas & network. †Heuristic match on title+body. ‡Unique-ID dedupe across multi-keyword sweeps.
Signal-Dense Discovery
Time-windowed top surfacing, keyword filters, and optional top-comment expansion isolate the threads that actually move decisions.
Production-Grade Throughput
Async I/O + connection-pooled SSL means stable high-volume pulls with low p95 latency under real workloads.
MCP-Native Reliability
Strong schemas, guarded parameters, and safe fallbacks return usable JSON even when a thread is messy or deleted.
Who benefits?
Validate the right thing before you ship
“A founder killed a 6-month build and pivoted in a week after surfacing 120+ pain-point comments across 9 subs.”
Mine ‘exact customer language’ in minutes
“Pulled 40+ verbatim quotes to rewrite hero copy—lifted CVR by 34% in A/B.”
Monitor mentions, shifts, and sentiment
“Flagged migration pain in accounting tools; informed a $2M ARR niche positioning campaign.”
- Top() by hour→all with keyword filters trims noise by 38–55%‡
- Optional top_comments pull adds context without drowning in replies
- Upvote ratio + score expose “sticky” narratives fast
- extract_post_content builds corpora ready for embeddings
- Keyword gating hits 92–97% precision† on title+body
- Sub-second median per post on cached runs
- search_posts_by_keyword de-dupes by ID across multi-keyword runs
- Sort by new/top/hot/comments/relevance with time filtering to map trend velocity
- fetch_post_comments adds depth-bounded replies for context without drift
Market Intelligence
Transform Negative Feedback Into Winning SaaS Ideas
Data Analysis
We analyze thousands of negative software reviews to reveal validated opportunities for better solutions.
Market Validation
Target dissatisfied users from existing solutions - they're already looking for a better alternative.
Pain Point Detection
We've analyzed 150,000+ negative reviews to identify recurring user frustrations and unmet needs.
Our AI analyzes negative reviews to extract actionable insights and identify market gaps.
Gap Analysis
Discover specific feature gaps and user requirements that current solutions fail to address.
Find opportunities in feature requests and common complaints about existing solutions.
Real Problems from Real Users.
Powered by 1M+ Data Points.
Every opportunity has been validated across multiple data sources. Not AI hallucinations—real problems from real businesses, analyzed and verified through our comprehensive intelligence platform.
| Problem & Evidence | Market Data | Validation | Target Users |
|---|---|---|---|
AI-Powered Customer Support Automation Businesses struggle with scaling customer support - mentioned 1,247 times across Reddit communities with growing demand 1,247 mentions From 100K+ active subreddits including r/entrepreneur, r/SaaS, r/startups | $7.8B customer support automation market Growing market opportunity | Very High Based on 1,247 mentions | SaaS companies, E-commerce businesses |
No-Code Project Management for Remote Teams Remote teams need better project coordination tools - consistent pain point across multiple data sources 892 mentions Identified through Reddit discussions + G2 user reviews + Upwork service requests | $4.2B project management software market Growing market opportunity | Very High Based on 892 mentions | Remote teams, Freelancers, Small agencies |
App Store Review Management Platform Mobile app developers struggle with review management - identified from 50K+ negative app reviews analysis 3,456 app reviews BigIdeasDB App Store Intelligence analyzing 5,000+ apps | $2.1B app analytics market Growing market opportunity | High Based on 3,456 app reviews | Mobile app developers, App marketing teams |
Beyond Research: Complete Development Ecosystem
Market intelligence is just the beginning. Take your validated ideas through to successful SaaS products with BuildHub AI, Infinity Canvas, and our complete development boilerplate.
Ready to Get Started?
Start Building Something People Actually Want.
Skip the guesswork. Use real market data to validate your ideas and find profitable opportunities.
FAQ
Frequently Asked Questions
- What does BigIdeasDB provide?
BigIdeasDB offers access to a database of real-world problems scraped from all around the internet from real users. With our Basic and Pro membership plans, users can explore insights and data to validate ideas and discover new business opportunities.
After purchasing, you'll gain immediate access to the database with lifetime membership privileges.
- Can I get a refund?
No, BigIdeasDB is a non-refundable product. Please review the features and benefits to ensure it meets your needs before purchasing.
- Do you accept PayPal?At this time, we do not accept PayPal. Payments can be made using major credit or debit cards.
- How often is BigIdeasDB updated?Our team regularly adds new solutions and updates existing entries EVERY WEEK in response to market trends and feedback from users.
- What if I have issues or questions?If you encounter any issues or have questions, please contact us via email at ompatel@om.bigideasdb.com or reach out on Twitter at @om_patel5. We're here to help you make the most of BigIdeasDB.
- What type of content is in BigIdeasDB?BigIdeasDB contains a database with thousands of real-world problems scraped from the internet from real users, generated SaaS solutions to these issues, and a database full of the top 3000+ products, all to help you understand and tackle common problems from real users and to validate your ideas.
- How do I access BigIdeasDB after purchase?After purchasing a membership, you will be given immediate access to BigIdeasDB. Simply log in with your account details to explore the database.