Opportunity map
Zoom from a broad market to a niche to a specific problem. Each node aggregates the demand, momentum and competition of everything beneath it.
AI
25 opportunities · avg score 31.0
›AI29.8132
›Voice AI40.912
›Video AI36.212
›AI Agents31.3168
- Grounded AI Agent Deployment Challenges44.1
- Enable Dynamic Control in AI Sessions42.8
- Missing-message validation and mutation mapping issues41.3
- Improved Contextual Understanding for AI Agents30.8
- High costs for primary AI agent access30.1
- Task Management Workarounds for AI Agents26.7
- MLX lacks support for tool-call-parser flag26.1
- AI Character Creation and Management Tools25.7
›RAG & Retrieval23.56
Developer Tools
10 opportunities · avg score 32.7
›Developer Tools28.161
›Testing36.89
›Observability22.48
›AppSec43.410
Infrastructure
5 opportunities · avg score 25.5
›Infrastructure24.311
›Databases20.64
›Cloud Cost31.622
SaaS
22 opportunities · avg score 30.6
›SaaS28.495
- Negative Reviews of Subscription Packages50.7
- Affordable, high-value subscription tools39.4
- Getting First 10 Paying Customers26.7
- Consolidating Multiple AI Subscriptions for Savings25.9
- Frustration with Square Appointments Scheduler25.3
- SaaS subscription usage and feature gaps25.3
- B2B Lead Generation Co-Founder Needed24.7
- Frustration with Paid App Features24.0
›Billing & Invoicing28.863
- Search: Unclear and Automated Payments46.9
- Customer protection for upfront payments32.0
- Alternatives to Notion with Enhanced Features26.9
- Migrate from ExtPay to CRXPay25.5
- Difficulties with Document Scanner Subscription25.4
- Random charging app frustrations25.0
- Simplified and Affordable SaaS Billing Solutions24.8
- App with reliable subscription service24.0
Mobile Apps
15 opportunities · avg score 33.9
›Mobile Apps33.9102
- Zalo messaging app issues and errors50.9
- Search: Failed Login and Authentication50.1
- Frequent Crashes in Notability App45.6
- Product support for frustrating app loops43.7
- Frustration with Limited Free Features42.6
- Missing Notes After Backup Issues40.8
- Slow-loading app frustration39.9
- Disable App Recommendations on Redmi31.8
- Unusable Mobile App Experience27.6
- Difficulties in Canceling App Subscriptions24.2
Banking & Payment Apps
23 opportunities · avg score 41.3
›Banking & Payment Apps41.3894
- Banking: Login and Authentication Failures54.6
- Agribank Plus Frequently Encounters Errors51.4
- Banking: Ongoing and Unstable Payment Errors50.9
- Banking: Failed Update Version50.5
- Frequent Errors and Slow Access50.5
- Payment: Poor and Delayed Customer Support49.6
- Banks: Poor customer support, no one answers the phone49.3
- Inaccurate Notification Issues in the App47.5
- Banking: Lack of Clear and Timely Notifications46.0
- Payments: Transaction Errors and Delayed Refunds44.5
- Frequent Payment Errors44.1
- Frequent Banking App Errors43.4
- Payment: Frequent login & authentication errors42.9
- Fixing Mobile Banking App Issues42.8
- Frustration with Subscription Management Features41.1
- Payment: Continuous update requirements are a hassle40.7
- Manual entry duplication in transaction tracking37.8
- Challenges with Money Transfer Application30.8
- Simpler, Privacy-Focused Budgeting Solution29.4
- Challenges in VNPAY Merchant Registration27.1
- Payment: Unsuccessful Bank Connections25.8
- Frequent Transaction Errors in Money Transfers25.2
- Tips for Starting with YNAB Budget App23.5
Delivery & Logistics Apps
12 opportunities · avg score 49.5
›Delivery & Logistics Apps49.5707
- Logistics: Late Deliveries and No Pickup56.1
- Logistics: Ineffective and Delayed Customer Support53.5
- Shipping Delays and Poor Customer Service51.9
- Poor and Slow Delivery Service51.8
- Delayed Delivery in Logistics51.0
- Delivery: Inadequate and Hard-to-Understand Notifications50.7
- Low Pay and Poor Tips for Shipt Drivers48.9
- Logistics: Lack of Transparency and Support in Payments48.4
- Slow Delivery, Poor Service Quality46.9
- Logistics: Failed Login & Authentication46.6
- Logistics: Inefficient and Inconvenient Update Process44.2
- Lack of Drivers for Quick Order Acceptance44.1
E-commerce & Seller Platforms
16 opportunities · avg score 35.2
›E-commerce & Seller Platforms35.2276
- E-commerce: Missing Notifications and Delayed Updates49.4
- E-commerce: Update Issues Causing Errors and Inconvenience48.2
- E-commerce: Non-refundable Payment Errors and Delays47.1
- E-commerce: Poor and Ineffective Customer Support46.3
- E-commerce: Slow Delivery and Lack of Order Information45.6
- Customer Message Display Issue43.8
- Shopee Seller Center app lag and errors43.0
- Ecommerce: Difficult Interface and Numerous Errors41.8
- Displaying Products on Facebook28.0
- E-commerce: Login & Authentication Failures27.1
- Low-Quality E-Commerce App26.8
- Tiki Seller Poor Quality Application25.7
- Improved features for creators and sellers24.4
POS & Retail Software
8 opportunities · avg score 35.0
›POS & Retail Software35.0189
- POS & Retail: Poor Customer Support and Challenges52.2
- POS & Retail: Difficult and Inconvenient Interface43.9
- POS & Retail: Update Causes Bugs and Inconveniences38.5
- POS & Retail: Lack of Important Notifications in Applications37.4
- POS & Retail: Delayed Deliveries and Lack of Updates27.9
- App lag and frequent connectivity errors27.0
- POS & Retail: Payment Errors and Unstable Connections26.6
- POS & Retail: Complicated Login and Authentication26.5
Business Management Software
19 opportunities · avg score 32.7
›Business Management Software32.7197
- Mileage tracking app reliability issues47.6
- App usability and performance issues45.3
- Frequent Issues with Time Tracking App43.3
- Frustration with Software Update Changes41.0
- Frustration with Basic App Functionality40.3
- Frustrating User Experience with This App38.4
- Slow Performance of QuickBooks for Business37.6
- Business Management: Frequent Errors and Lag in Timekeeping Application36.4
- Enterprise Management: Update Version Causing Errors and Inconveniences32.0
- Technical leadership for early-stage startups29.9
- Frequent Errors in Management App28.7
- Lack of Essential Features in Smartsheet27.3
- Accounting & Invoicing: Ineffective and Frustrating Update Cycle27.1
- CRM alternatives for small teams under $5026.7
- Accounting & Invoicing: Failed Login and Authentication Issues26.3
- Deeper financial reporting for agencies25.6
- App for Custom CRM Solutions25.2
Education & School Apps
7 opportunities · avg score 37.4
›Education & School Apps37.4117
- Schools & Communication Apps: Complex Login and Frequent Authentication Errors49.2
- Addressing Mobile App Errors48.4
- Education: Lack of Notifications for Assignment Submission42.4
- Udemy Video Playback Issues35.4
- Education: Update Version with No Difference29.0
- Inability to View Academic Scores28.7
- Frequent Errors and Annoying Updates28.6
Health & Clinic Booking Apps
7 opportunities · avg score 34.0
›Health & Clinic Booking Apps34.092
- Healthcare: Delayed Non-Refundable Payment Issues47.6
- Healthcare & Appointment Scheduling: No Refunds for Canceled Appointments44.7
- Healthcare & Appointment Scheduling: Inability to Book Appointments via App44.2
- Essential tool for structured fitness planning28.0
- Healthcare: Inability to Schedule Appointments on Time26.7
- Ineffective Health Management Software25.9
Tax & Public Service Apps
2 opportunities · avg score 49.1
›Tax & Public Service Apps49.1168
Games & Interactive
7 opportunities · avg score 24.9
Self-Hosted & Open Source
9 opportunities · avg score 26.1
›Self-Hosted & Open Source26.158
- Self-hosted SQL IDE for multiple databases36.8
- Open-source PDF editor alternatives to Adobe27.9
- Self-hosted AI personal operating system26.9
- Free Microsoft 365/Office Alternatives26.4
- AI-free Notion alternative for solo creators26.1
- Self-hosted tools for managing Docker setups24.2
- FLOSS alternatives to Android services23.4
APIs
1 opportunities · avg score 21.6
›APIs21.66
Automation
7 opportunities · avg score 24.7
Creator Economy
3 opportunities · avg score 27.3
Food & Hospitality
1 opportunities · avg score 26.6
›Food & Hospitality26.65
Beauty & Personal Care
1 opportunities · avg score 25.4
›Beauty & Personal Care25.44
Other
38 opportunities · avg score 34.4
›Other34.4312
- Poor Customer Support50.7
- Feature request addressing user problems49.0
- Payroll & HR: Login and authentication failures in apps48.4
- Shipping & delivery: Horrible customer service and support experiences48.1
- Security & access: Frustrating login and authentication experiences47.3
- Shipping & delivery: Unable to change delivery options or upgrade service47.2
- Poor user experience in GroupMe45.5
- Accounting & invoicing: Invoicing and tax features are frustratingly inadequate44.6
- Team chat: Endless login loop and verification errors43.9
- Search: Lack of customer support and responsiveness42.3
- Frustrating Microsoft Account Authentication Issues42.0
- Booking & appointments: Lack of customer support for appointment issues41.9
- Team chat: Notification issues across multiple devices41.6
- Payroll & HR: Confusing and hard to use onboarding experience39.5
- Payroll & HR: Booking and scheduling features are outdated and confusing39.0
- Search: Login and authentication failures across multiple apps37.3
- Frustration with StyleSeat for Stylists37.0
- Accounting & invoicing: Horrible customer service across multiple platforms36.7
- Accounting & invoicing: Too expensive pricing and plans for invoicing apps34.9
- Resume optimization for job applications34.0
- Payroll & HR: Can't clock in and out properly33.7
- Budget-friendly gaming PC build compatibility check28.7
- Centralized Personal Organization System27.2
- Need for Better Channel Organization in Discord27.2
- Liability Clauses and Missing Protections27.2
- Manual Community Engagement Strategies26.4
- Affordable Social Media Solutions for Small Businesses26.0
- Control over software updates25.3
- Influencing Customer Psychology25.1
- Feeding pump for medical needs24.7
- Booking & appointments: Booking and scheduling issues across multiple platforms24.7
- Frustration with Canva for Video Graphics24.3
- Restaurant recommendations for vegan options23.6