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.
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 product ideas generated from real user pain points and market gaps.
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.
AI-Powered Development
Describe your idea and watch AI transform it into a complete development roadmap with automated workflows
AI-Powered Project Planning:
Describe your SaaS idea in plain English
Live Demo & Screenshots
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 Product 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.
Discover Keywords
Explore over 160 keywords to identify niche markets and find the right audience for your next mobile app.
Analyze Competitors
Get insights into the top-performing apps for each keyword, and instantly identify their weaknesses and user complaints.
Get AI-Powered Insights
Our AI analyzes thousands of negative reviews to pinpoint specific user frustrations, turning them into actionable opportunities.
Key Insights at a Glance
Access comprehensive data, including keyword volume, app analytics, and user feedback.
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 product solutions 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 makes BigIdeasDB different from other tools?
BigIdeasDB 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 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.