Find Proven Problems.Build Your NextSuccessful Product.

The only AI-powered suite of tools designed to help you research, validate, and build products people actually want.

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5000+ entrepreneurs finding proven problems
Khushiyant C. from Andiamo

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. from Cliqora

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. from TimeShield

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. from Copi

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. from Critica

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. from Falcon

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. from Finwise

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. from FocusMode

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. from JobsAICopilot

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. from Andiamo

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. from Cliqora

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. from TimeShield

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. from Copi

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. from Critica

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. from Falcon

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. from Finwise

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. from FocusMode

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. from JobsAICopilot

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. from Andiamo

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. from Cliqora

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. from TimeShield

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. from Copi

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. from Critica

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. from Falcon

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. from Finwise

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. from FocusMode

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. from JobsAICopilot

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. from KeyWritr

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. from LaunchPets

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. from LensLog

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. from MeetingPing

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. from PitchWise

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. from ScenePrep

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. from ShiftBear

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. from Subwatch

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. from TimeShield

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. from KeyWritr

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. from LaunchPets

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. from LensLog

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. from MeetingPing

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. from PitchWise

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. from ScenePrep

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. from ShiftBear

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. from Subwatch

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. from TimeShield

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. from KeyWritr

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. from LaunchPets

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. from LensLog

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. from MeetingPing

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. from PitchWise

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. from ScenePrep

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. from ShiftBear

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. from Subwatch

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. from TimeShield

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 StoreGoogle Play

App Store Intelligence

Analyze mobile app reviews and discover user pain points across thousands of applications.

G2UpworkCapterra

G2, Upwork & Capterra Analysis

Discover market opportunities through comprehensive analysis of G2 reviews, Upwork project demands, and Capterra insights.

G2

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
Upwork
Reddit
App Store
Capterra

Deep Analysis

AI-POWERED PROCESSING

G2

G2 Opportunities

FROM NEGATIVE REVIEWS

Find what users hate about existing software so you can build a product revolving around missing features

AI COFOUNDER

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

Reddit
G2
Google Play

Generated Artifacts

Competitor Analysis Report
Target Audience Research
Product Requirements Doc
Validation Framework
Build Roadmap
Marketing Strategy

BuildGuide Process

1
Competitor Analysis
2
Audience Research
3
Product Requirements
4
Validation Plan
5
Build Plan
6
Marketing Strategy
Guide Complete

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

1

Describe Your Idea

Tell us about your product vision in plain English. No technical jargon required.

2

AI Research

Our AI analyzes markets, competitors, and audiences across multiple data sources.

3

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:

1
AI Chat Threads

Persistent conversations with memory that attach nodes for context-aware discussions

2
Interactive Nodes

Documents, tables, Q&A, and notes you can create, connect, and move freely

3
Visual Connections

Smart node relationships AI analyzes for better context and insights

Features Showcase

Infinite canvas workspace with interactive nodes for documents, tables, Q&A, and notes. Click nodes to select them, create visual connections, and organize your project spatially. AI-powered with toolbar for creating new nodes and analyzing connected content.

Market Intelligence

Transform Negative Feedback Into Winning Product Ideas

Logo

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.

350+Software Categories
8,000+Companies Analyzed
850K+Negative Reviews
Opportunities Found

Validated Opportunities

High-value service gaps ripe for automation

Identified Problem
No Role-Based Access
Business Impact
Security Risk
Suggested Solution
Granular Permissions
Identified Problem
Manual Data Export
Business Impact
Workflow Drag
Suggested Solution
Real-time Sync API
Identified Problem
Missing Audit Logs
Business Impact
Compliance Fail
Suggested Solution
Immutable Event Ledger
Identified Problem
Single-Threaded Jobs
Business Impact
Slow Processing
Suggested Solution
Async Queue System
Identified Problem
No Role-Based Access
Business Impact
Security Risk
Suggested Solution
Granular Permissions
Identified Problem
Manual Data Export
Business Impact
Workflow Drag
Suggested Solution
Real-time Sync API
Identified Problem
Missing Audit Logs
Business Impact
Compliance Fail
Suggested Solution
Immutable Event Ledger
Identified Problem
Single-Threaded Jobs
Business Impact
Slow Processing
Suggested Solution
Async Queue System

Real User Pain Points

Recurring complaints from verified reviews

Data Export

"We can't get our data out of the system without manual CSV dumps. It breaks our entire reporting workflow."

Integration

"There's no native integration with Salesforce. We're wasting hours copying leads manually."

Pricing

"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 screenshot

Andiamo

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

Khushiyant C. avatar
Khushiyant C.Founder
Visit →
Cliqora screenshot

Cliqora

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

Adeepa P. avatar
Adeepa P.Founder
Visit →
JobsAICopilot screenshot

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.

Alessandro T. avatar
Alessandro T.Founder
Visit →
PitchWise screenshot

PitchWise

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

Tomiwa O. avatar
Tomiwa O.Founder
Visit →
Finwise screenshot

Finwise

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

Sarthak M. avatar
Sarthak M.Founder
Visit →
Falcon screenshot

Falcon

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

Max S. avatar
Max S.Founder
Visit →
Jamie Lindon

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

  • 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.

  • 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.

  • 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.
  • 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.

  • 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.
  • 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.
  • 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.