Hey! Every week, we analyze thousands of complaints across Reddit posts, G2 reviews, and app store feedback to surface the best product opportunities hiding in plain sight. Here are this week's top validated problems and ideas that real users are desperately trying to solve.
If you’re looking for the full list, trusted by thousands of founders, check out BigIdeasDB 👈
Reddit Opportunities
1. Conversation Intelligence Platform for CX Teams
Pain Severity: High | Market Size: Customer Experience Tech
The Problem: Organizations struggle to track and analyze large volumes of customer conversations (phone calls, chats, emails) at scale to detect recurring issues or sentiment changes in real time. Manual review is inefficient and current AI tools often provide only dashboards without actionable insights or fail to integrate with cross-channel feedback.
What Users Are Saying:
"When you've got dozens (or even hundreds) of customer calls happening daily, it's nearly impossible to manually review everything or get a sense of recurring issues."
"AI tools are useful, but only if they surface actionable insights in real time, not just a pile of data."
"Pulling all customer conversations (chat, email, calls) into a single view. It's way easier to spot recurring issues and act on feedback when everything's in one place."
Why This is an Opportunity: Existing conversation intelligence tools lack seamless integration of AI insights with frontline agent review, workflow automation, and real-time prioritization across channels. There's a massive need for a centralized platform that operationalizes customer conversation data with actionable alerts.
Recommended Solution: Build a SaaS that centralizes all customer conversations, applies AI to detect patterns and sentiment changes, provides real-time actionable alerts, and integrates with existing support workflows and ticketing systems.
📊 Sources:
Reddit - r/CustomerExperience | 6 upvotes, 10 comments
Reddit - r/CustomerExperience | 2 upvotes, 4 comments
2. IT Audit Workflow Automation Platform
Pain Severity: Medium | Market Size: Compliance Tech
The Problem: IT audit processes involve repetitive, manual workflows including evidence collection, ticketing, approvals, and reporting that are fragmented and rely on legacy tools like spreadsheets. Automation attempts face challenges due to lack of standardization and diverse workflows.
What Users Are Saying:
"I am looking to use a workflow automation tool... My entire idea to automate the workflow is to free up the much needed mental processing of the auditors..."
"There's zero standardization across the industry... Workflow means different things to different people (audit evidence, ticketing, approvals, tasking, reporting… it's all fragmented)."
"Standardize the evidence/data layer; keep workflows flexible... define a canonical evidence schema... Use AI to classify artifacts and suggest gaps, not to 'decide' compliance."
Why This is an Opportunity: No current SaaS comprehensively standardizes and automates complex IT audit workflows across heterogeneous environments. A flexible platform addressing these technical challenges could significantly enhance audit efficiency.
Recommended Solution: Build a platform that standardizes audit evidence data schemas, automates evidence collection via APIs, integrates with existing ticketing tools, and applies AI to classify and detect gaps while supporting human interpretation.
📊 Sources:
Reddit - r/compliance | 1 upvote, 14 comments
G2 Market Opportunities
3. Next-Gen AI Meeting Assistant
Overall Sentiment: Mixed to Positive | Companies Analyzed: 19
Top Pain Points:
Inaccurate transcription
Poor integration with existing tools
Cumbersome user interfaces
Slow performance
Lack of multilingual support
High subscription costs
What Users Are Saying: Users are frustrated by transcription inaccuracies and the lack of essential features that would enhance productivity. Current solutions fail to integrate seamlessly with existing workflows.
Market Gap: The need for superior transcription accuracy and better integration into existing workflows has been consistently highlighted, indicating a key area for innovation.
Recommended Solution: Develop highly accurate AI transcription capabilities with:
Enhanced integration with popular collaboration tools
Simplified, intuitive user interfaces
Robust multilingual support
Greater customization and control options
Strong customer support and user education
Key Themes: Inaccurate transcription | Poor integration | UI challenges | Performance issues | Multilingual gaps
4. Affordable App Store Optimization (ASO) Tool
Overall Sentiment: Mixed with significant dissatisfaction | Companies Analyzed: 31
Top Pain Points:
High subscription costs
Poor usability and navigation
Limited feature sets
Inadequate customer support
Lack of transparent pricing
Need for real-time data accuracy
Market Gap: A significant gap exists for affordable ASO tools that deliver both user-friendly experiences and powerful analytics without overwhelming complexity.
Recommended Solution: Build an ASO platform focusing on:
Flexible and transparent pricing models
Comprehensive analytics with real-time data insights
Superior customer support
Advanced competitor analysis features
Effective A/B testing tools
Personalized onboarding sessions
Key Themes: High costs | Usability challenges | Real-time data gaps | Pricing transparency | Limited analytics
5. Modern Anti-Money Laundering (AML) Platform
Overall Sentiment: Mixed | Companies Analyzed: 43
Top Pain Points:
Slow performance
User experience challenges in onboarding
High costs with limited flexibility
Integration problems with existing systems
Lack of responsive customer support
Inadequate fraud detection capabilities
Market Gap: There's clear demand for more intuitive software that reduces user frustration while enhancing compliance capabilities with evolving regulatory requirements.
Recommended Solution: Create an AML solution with:
Performance optimization and adaptive UI
Enhanced integration capabilities
AI-powered fraud detection with reduced false positives
Tiered pricing models for different business sizes
Comprehensive training resources
Customizable compliance features with real-time data
Key Themes: Performance issues | UX challenges | Cost flexibility | Integration gaps | Fraud detection deficiencies
App Store Opportunities
6. Meal Planning App That Actually Works
App: Meal Planner - Weekly Plan | Reviews Analyzed: 14
The Problem: Users can't even use the app due to constant crashes and loading failures. When it does work, basic features like reusing recipes across meals require duplicating entries, and there's no shopping list generation, a core feature for meal planning.
What Users Are Saying:
"worst app. slowest loading. loading forever. you wouldn't get to enter anything. waste of time. and youre asking for money? funny people."
"when you add a recipe into lunch, you cant then add it into dinner without rewriting another recipe. so you need to have 2 of the same recipe just to add it too a different time of meal...which is really winding me up."
"Would have been great except I can't find any way to generate a shopping list from my meal plan? I emailed for help but no reply yet."
Key Pain Points:
App crashes and infinite loading screens
Can't reuse recipes across different meals
No shopping list generation from meal plans
Poor customer support (no email responses)
Only 1 week available in free version
+20 more problems
Quick Wins for a Competitor:
Build a stable app that actually loads
Allow recipes to be used across multiple meals without duplication
Automatic shopping list generation from meal plans
Responsive customer support
More generous free tier to build trust
+10 more quick wins
How to Create Your Own Successful Product 🤯
BigIdeasDB is an AI-powered suite of tools that transforms real user complaints from Reddit, G2 reviews, Upwork jobs, and app store feedback into validated startup opportunities.
It doesn't just use a generic language model; it actively scrapes and analyzes high-value, real-world data sources to find genuine pain points and opportunities. This includes:
G2 Negative Reviews: To find what users hate about existing products and discover startup opportunities
Reddit Threads: To see what users are literally asking others to build (a perfect source for SaaS ideas)
Upwork Job Postings: To identify high-demand, repetitive jobs that can be automated into a product
App Store Reviews: To learn from user complaints so you can build a better mobile competitor
The platform also includes powerful features for the entire lifecycle of a product:
AI Chat for searching through all restricted data sources instantly
Pipelines you can setup on our platform in seconds to actively monitor specific subreddits and automatically extract user pain points and market opportunities from real-time discussions
BuildHub and BuildGuide for structured MVP management in minutes.
Special offer: Get a Basic or Pro Lifetime Plan with 20% off using code DEVBOX20. Lock in your access and start building something people will actually pay for.
