Find Proven Problems.Build Your NextSuccessful Product.Business.
The only AI-powered suite of tools designed to help you research, validate, and build products people actually want.
Khushiyant C.
Founder, Andiamo
“Honestly this is incredible! I was stuck for weeks trying to come up with a travel app idea that would actually work. Found this Reddit thread about trip planning frustrations and boom - built my entire SaaS around it. Launched 3 months later to instant traction.”
Adeepa P.
Founder, Cliqora
“The G2 reviews are great! I spent hours reading what people hate about existing tools and just built the opposite. Simple as that. Hit $1000 MRR for my little side hustle in 3 months because I actually solved real problems, not made up ones.”
Abdullah A.
Founder, TimeShield
“BigIdeasDB showed me developers were struggling with distractions. That is what sparked the idea for TimeShield. Instead of guessing, I built TimeShield around real pain points now it is helping thousands stay focused”
Elston G.
Founder, Copi
“Dude... the Upwork section is insane. People paying $500+ for tasks that could be automated? Easy money! Turned one of those manual processes into a SaaS. $4K MRR and counting!”
Anand M.
Founder, Critica
“I was browsing the app store reviews and kept seeing the same complaints over and over. So I just asked myselfwhy not build that missing feature? Now have 500+ paying customers for something that was hiding in plain sight.”
Max S.
Founder, Falcon
“Used to spend WEEKS manually scraping Reddit for problems. This database is like having months of research done for you. Launched my first profitable SaaS in 8 weeks. Game changer.”
Sarthak M.
Founder, Finwise
“The search filters are amazing! Found fintech problems with actual market data backing them up. Way better than expensive consulting reports I used to buy. Hit $50K in revenue using insights straight from this platform.”
Vinayak K.
Founder, FocusMode
“Productivity space is SO crowded but this helped me find gaps nobody was talking about. Reddit threads are goldmines! Hit $3.4K MRR by month 6 focusing on ONE specific problem instead of trying to do everything.”
Alessandro B.
Founder, JobsAICopilot
“The patterns in Upwork jobs are crazy! People paying $50-100/hour for stuff that can totally be automated. Job search was huge. Built what people were already paying for manually. Scaled to 1K+ users super fast.”
Khushiyant C.
Founder, Andiamo
“Honestly this is incredible! I was stuck for weeks trying to come up with a travel app idea that would actually work. Found this Reddit thread about trip planning frustrations and boom - built my entire SaaS around it. Launched 3 months later to instant traction.”
Adeepa P.
Founder, Cliqora
“The G2 reviews are great! I spent hours reading what people hate about existing tools and just built the opposite. Simple as that. Hit $1000 MRR for my little side hustle in 3 months because I actually solved real problems, not made up ones.”
Abdullah A.
Founder, TimeShield
“BigIdeasDB showed me developers were struggling with distractions. That is what sparked the idea for TimeShield. Instead of guessing, I built TimeShield around real pain points now it is helping thousands stay focused”
Elston G.
Founder, Copi
“Dude... the Upwork section is insane. People paying $500+ for tasks that could be automated? Easy money! Turned one of those manual processes into a SaaS. $4K MRR and counting!”
Anand M.
Founder, Critica
“I was browsing the app store reviews and kept seeing the same complaints over and over. So I just asked myselfwhy not build that missing feature? Now have 500+ paying customers for something that was hiding in plain sight.”
Max S.
Founder, Falcon
“Used to spend WEEKS manually scraping Reddit for problems. This database is like having months of research done for you. Launched my first profitable SaaS in 8 weeks. Game changer.”
Sarthak M.
Founder, Finwise
“The search filters are amazing! Found fintech problems with actual market data backing them up. Way better than expensive consulting reports I used to buy. Hit $50K in revenue using insights straight from this platform.”
Vinayak K.
Founder, FocusMode
“Productivity space is SO crowded but this helped me find gaps nobody was talking about. Reddit threads are goldmines! Hit $3.4K MRR by month 6 focusing on ONE specific problem instead of trying to do everything.”
Alessandro B.
Founder, JobsAICopilot
“The patterns in Upwork jobs are crazy! People paying $50-100/hour for stuff that can totally be automated. Job search was huge. Built what people were already paying for manually. Scaled to 1K+ users super fast.”
Khushiyant C.
Founder, Andiamo
“Honestly this is incredible! I was stuck for weeks trying to come up with a travel app idea that would actually work. Found this Reddit thread about trip planning frustrations and boom - built my entire SaaS around it. Launched 3 months later to instant traction.”
Adeepa P.
Founder, Cliqora
“The G2 reviews are great! I spent hours reading what people hate about existing tools and just built the opposite. Simple as that. Hit $1000 MRR for my little side hustle in 3 months because I actually solved real problems, not made up ones.”
Abdullah A.
Founder, TimeShield
“BigIdeasDB showed me developers were struggling with distractions. That is what sparked the idea for TimeShield. Instead of guessing, I built TimeShield around real pain points now it is helping thousands stay focused”
Elston G.
Founder, Copi
“Dude... the Upwork section is insane. People paying $500+ for tasks that could be automated? Easy money! Turned one of those manual processes into a SaaS. $4K MRR and counting!”
Anand M.
Founder, Critica
“I was browsing the app store reviews and kept seeing the same complaints over and over. So I just asked myselfwhy not build that missing feature? Now have 500+ paying customers for something that was hiding in plain sight.”
Max S.
Founder, Falcon
“Used to spend WEEKS manually scraping Reddit for problems. This database is like having months of research done for you. Launched my first profitable SaaS in 8 weeks. Game changer.”
Sarthak M.
Founder, Finwise
“The search filters are amazing! Found fintech problems with actual market data backing them up. Way better than expensive consulting reports I used to buy. Hit $50K in revenue using insights straight from this platform.”
Vinayak K.
Founder, FocusMode
“Productivity space is SO crowded but this helped me find gaps nobody was talking about. Reddit threads are goldmines! Hit $3.4K MRR by month 6 focusing on ONE specific problem instead of trying to do everything.”
Alessandro B.
Founder, JobsAICopilot
“The patterns in Upwork jobs are crazy! People paying $50-100/hour for stuff that can totally be automated. Job search was huge. Built what people were already paying for manually. Scaled to 1K+ users super fast.”
Kamran H.
Founder, KeyWritr
“Almost gave up on my writing tool idea until I found specific complaints in G2 reviews. People were so frustrated with existing solutions! $5.6K MRR and growing 40% monthly because I fixed what was actually broken.”
Aaron T.
Founder, LaunchPets
“Pet owners complaining about the same stuff across like 20 different Reddit threads. The data was sitting right there! Just organized it all and solved their biggest problem. 5K+ active users in 6 months!”
Kumal P.
Founder, LensLog
“Coming from photography, I knew the problems but had no idea about market size. This showed me which issues actually had demand vs just me complaining lol Built around the highest-demand one and now have a thriving photography SaaS!”
Aemal K.
Founder, MeetingPing
“Meeting fatigue complaints EVERYWHERE. Reddit, G2, you name it. The weekly updates kept showing more and more remote work problems. Built exactly what people were asking for. 2K signups in the first week!”
Tomiwa A.
Founder, PitchWise
“Startup subreddits are full of people struggling with pitch decks. Same complaints over and over about getting feedback. Built around that exact problem and closed $20k seed in 2 months. Validation works!”
Joel M.
Founder, ScenePrep
“Entertainment industry data is usually locked behind expensive reports. This just aggregates everything from app stores, reviews, everywhere! Found my niche and got 3 studio partnerships before I even launched. Crazy!”
Sarah L.
Founder, ShiftBear
“The filters are really good. Found workforce problems across Reddit, G2, Upwork all in one place easilyy. Cross-referencing showed clear patterns. Built exactly what managers were asking for. $1.2K MRR by month 4!”
Yotam G.
Founder, Subwatch
“Subscription management complaints were scattered everywhere but I couldn't connect the dots. The search here made patterns obvious! 85% retention rate because I built around the most common frustration. Perfect fit!”
Abdullah A.
Founder, TimeShield
“Time tracking apps are a dime a dozen right? But the negative app store reviews showed exactly what's still broken with existing ones. Fixed those issues and got featured in 5 major newsletters. Sometimes the answer is right there!”
Kamran H.
Founder, KeyWritr
“Almost gave up on my writing tool idea until I found specific complaints in G2 reviews. People were so frustrated with existing solutions! $5.6K MRR and growing 40% monthly because I fixed what was actually broken.”
Aaron T.
Founder, LaunchPets
“Pet owners complaining about the same stuff across like 20 different Reddit threads. The data was sitting right there! Just organized it all and solved their biggest problem. 5K+ active users in 6 months!”
Kumal P.
Founder, LensLog
“Coming from photography, I knew the problems but had no idea about market size. This showed me which issues actually had demand vs just me complaining lol Built around the highest-demand one and now have a thriving photography SaaS!”
Aemal K.
Founder, MeetingPing
“Meeting fatigue complaints EVERYWHERE. Reddit, G2, you name it. The weekly updates kept showing more and more remote work problems. Built exactly what people were asking for. 2K signups in the first week!”
Tomiwa A.
Founder, PitchWise
“Startup subreddits are full of people struggling with pitch decks. Same complaints over and over about getting feedback. Built around that exact problem and closed $20k seed in 2 months. Validation works!”
Joel M.
Founder, ScenePrep
“Entertainment industry data is usually locked behind expensive reports. This just aggregates everything from app stores, reviews, everywhere! Found my niche and got 3 studio partnerships before I even launched. Crazy!”
Sarah L.
Founder, ShiftBear
“The filters are really good. Found workforce problems across Reddit, G2, Upwork all in one place easilyy. Cross-referencing showed clear patterns. Built exactly what managers were asking for. $1.2K MRR by month 4!”
Yotam G.
Founder, Subwatch
“Subscription management complaints were scattered everywhere but I couldn't connect the dots. The search here made patterns obvious! 85% retention rate because I built around the most common frustration. Perfect fit!”
Abdullah A.
Founder, TimeShield
“Time tracking apps are a dime a dozen right? But the negative app store reviews showed exactly what's still broken with existing ones. Fixed those issues and got featured in 5 major newsletters. Sometimes the answer is right there!”
Kamran H.
Founder, KeyWritr
“Almost gave up on my writing tool idea until I found specific complaints in G2 reviews. People were so frustrated with existing solutions! $5.6K MRR and growing 40% monthly because I fixed what was actually broken.”
Aaron T.
Founder, LaunchPets
“Pet owners complaining about the same stuff across like 20 different Reddit threads. The data was sitting right there! Just organized it all and solved their biggest problem. 5K+ active users in 6 months!”
Kumal P.
Founder, LensLog
“Coming from photography, I knew the problems but had no idea about market size. This showed me which issues actually had demand vs just me complaining lol Built around the highest-demand one and now have a thriving photography SaaS!”
Aemal K.
Founder, MeetingPing
“Meeting fatigue complaints EVERYWHERE. Reddit, G2, you name it. The weekly updates kept showing more and more remote work problems. Built exactly what people were asking for. 2K signups in the first week!”
Tomiwa A.
Founder, PitchWise
“Startup subreddits are full of people struggling with pitch decks. Same complaints over and over about getting feedback. Built around that exact problem and closed $20k seed in 2 months. Validation works!”
Joel M.
Founder, ScenePrep
“Entertainment industry data is usually locked behind expensive reports. This just aggregates everything from app stores, reviews, everywhere! Found my niche and got 3 studio partnerships before I even launched. Crazy!”
Sarah L.
Founder, ShiftBear
“The filters are really good. Found workforce problems across Reddit, G2, Upwork all in one place easilyy. Cross-referencing showed clear patterns. Built exactly what managers were asking for. $1.2K MRR by month 4!”
Yotam G.
Founder, Subwatch
“Subscription management complaints were scattered everywhere but I couldn't connect the dots. The search here made patterns obvious! 85% retention rate because I built around the most common frustration. Perfect fit!”
Abdullah A.
Founder, TimeShield
“Time tracking apps are a dime a dozen right? But the negative app store reviews showed exactly what's still broken with existing ones. Fixed those issues and got featured in 5 major newsletters. Sometimes the answer is right there!”
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 & Capterra Analysis
Discover market opportunities through comprehensive analysis of G2 reviews, Upwork project demands, and Capterra insights.
Reddit Research Analysis
Access curated databases of problems, solutions, and successful product strategies.
INTEGRATED INTELLIGENCE
From Data to Opportunities
We analyzed millions of user complaints to surface validated startup opportunities.
G2
Negative Reviews
Upwork
Job Postings
Threads
App Store
Complaints
Capterra
Software Reviews
Deep Analysis
AI-POWERED PROCESSING

G2 Opportunities
FROM NEGATIVE REVIEWS
Find what users hate about existing software so you can build a product revolving around missing features
Research and Plan Your Product with AI
BuildGuide helps you validate ideas, understand markets, and plan your product strategy before you write a single line of code.
Market Research
AI-powered analysis
Validation Plan
Step-by-step guide
Research Sources
Generated Artifacts
BuildGuide Process
What You Get
Competitor Analysis
Deep dive into your market with AI-powered competitor research and positioning
Audience Research
Understand your ideal customers with detailed persona and demographic analysis
Product Validation
Validate your product idea with market data and validation frameworks
How It Works
Describe Your Idea
Tell us about your product vision in plain English. No technical jargon required.
AI Research
Our AI analyzes markets, competitors, and audiences across multiple data sources.
Get Your Guide
Receive a comprehensive research report with actionable insights and next steps.
The All-In-One Project Building Tool
Everything you need to build, manage, and scale your SaaS project. From project management and CRM to automated development and business documents.
Infinity Canvas
Visual workspace with AI-powered chat threads, interactive nodes, and smart connections for spatial thinking and collaboration
Dual-Surface Visual Workspace:
Persistent conversations with memory that attach nodes for context-aware discussions
Documents, tables, Q&A, and notes you can create, connect, and move freely
Smart node relationships AI analyzes for better context and insights
Features Showcase
Market Intelligence
Transform Negative Feedback Into Winning Product Ideas
Market Analysis
We analyze thousands of negative software reviews to reveal validated opportunities for better solutions.
Overall Sentiment
Analyzes thousands of verified reviews to quantify user satisfaction and detect negative sentiment trends.
Key Pain Points
Identifies and clusters recurring user complaints to pinpoint the exact features and workflows causing friction.
Proposed Solution
Generates data-driven product concepts that directly address the validated gaps in the market.
Validated Opportunities
High-value service gaps ripe for automation
Real User Pain Points
Recurring complaints from verified reviews
"We can't get our data out of the system without manual CSV dumps. It breaks our entire reporting workflow."
"There's no native integration with Salesforce. We're wasting hours copying leads manually."
"We are paying for the enterprise tier just to get SSO. It's way too expensive for our team size."
Customer Testimonials
Trusted by Builders and Indie Developers
See what our community is building

Andiamo
AI-powered travel planning platform that creates personalized itineraries based on your preferences and budget.

Cliqora
Secure photography sharing platform for professionals to share work with clients using advanced encryption and OTP verification.

JobsAICopilot
AI-powered service that automates the job search and application process (finding listings, filling out applications, tailoring resumes/cover letters, tracking your submissions) for users.

PitchWise
AI-powered pitch deck generator that helps founders create professional pitch decks in minutes.

Finwise
Financial planning platform that helps users manage their money, track expenses, and achieve their financial goals.

Falcon
AI-powered deep research tool for sales that provides critical information about target accounts in seconds.

Jamie Lindon
Business Analyst & Engineer - WhatsForm
“As a developer, finding real user pain points is challenging. This platform made it straightforward and efficient. The G2 data is a game changer especially because it is so hard to get this sort of data.”
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 makes BigIdeasDB [DevBox] different from other tools?
BigIdeasDB [DevBox] is the only platform that combines comprehensive market intelligence with AI-powered research and project management. You get millions of validated data points from Reddit, app stores, G2, ProductHunt, and Upwork, plus BuildGuide for AI-guided product research and validation, BuildHub AI for project management with the revolutionary Infinity Canvas, Reddit Researcher MCP Server for real-time market intelligence, and a production-ready product boilerplate to save months of development.
Instead of using 5 to 10 different tools, you get everything in one platform: from discovering and validating problems to planning, building, and launching your product.
- How much time will BigIdeasDB [DevBox] save me?
Our users report saving 10-15 hours per week on market research alone through automated Reddit pipelines. The product boilerplate saves 2-3 months of initial development, and BuildHub AI reduces project planning time by 60%.
Most developers report being 80% faster to MVP compared to starting from scratch.
- Is this only for experienced developers?Not at all! BigIdeasDB is designed for solo developers, indie hackers, freelancers transitioning to products, and small teams. Whether you're building your first product or your tenth, you'll find value in the pre-validated market data, AI assistance for planning, and ready-to-use boilerplate code. No business degree or PM experience required.
- What's included in my membership?
We offer flexible plans to fit your needs:
Basic Plan: Access to all databases, BuildGuide AI research and planning tool, Reddit Researcher MCP Server, and product boilerplate.
Pro Plan (Lifetime or Monthly): Everything in Basic, plus BuildHub AI project management with Infinity Canvas, custom AI pipelines, automated subreddit analysis, real-time pain point detection, unlimited queries, and priority support.
All plans include millions of data points from Reddit, app stores, G2, ProductHunt, and Upwork, with weekly updates and new features.
- How often is the data updated?Our automated pipelines monitor Reddit communities and app stores continuously, with fresh data added daily. Major database updates with new insights, solutions, and opportunities happen every week. You can also run custom pipelines up to 5 times per day to track specific keywords and trends in real-time.
- What if I need help or have questions?We're here to help! Reach out via email at ompatel@om.bigideasdb.com or on Twitter @om_patel5. We typically respond within 24 hours and offer personalized support to help you get the most out of the platform. Your success is our success.
- Do I need to know how to code to use this?For the market intelligence features (Reddit pipelines, app store analysis, G2 data, etc.), no coding required. It's all point-and-click with AI assistance. For the product boilerplate and BuildHub development features, basic JavaScript/Next.js knowledge is helpful but not required. The AI guides you through everything with detailed documentation and templates.