Business opportunities — Global (English)
Evidence from public app reviews, product forums and technical communities — the exact venue behind each row is named on the evidence itself. Measured, not advice.
Negative Reviews of Subscription Packages
There is a significant dissatisfaction with recent updates and pricing strategies for packages, leading to negative reviews. Users are frustrated by the perceived decline in quality and the presence of annoying ads, which diminishes the value of free offerings.
Feature request addressing user problems
There is a recurring issue regarding the identification and articulation of problems related to feature requests. This indicates a need for clearer communication and understanding of the underlying challenges that users face.
Low Pay and Poor Tips for Shipt Drivers
Pay for Shipt workers is consistently described as inadequate, with many expressing frustration over low earnings and unreliable tipping from customers. Additionally, the app's payment process is criticized for delays, further exacerbating the dissatisfaction with compensation.
Payroll & HR: Login and authentication failures in apps
Users are experiencing significant frustration with the login and authentication process of the payroll and HR app, often facing repeated failures and the need to reset passwords. This leads to inconvenience and a lack of access to essential features, impacting overall user satisfaction.
Shipping & delivery: Horrible customer service and support experiences
Customers are experiencing significant dissatisfaction with the quality of customer service provided by shipping and delivery companies. Many express frustration with automated systems that fail to address their issues effectively.
Mileage tracking app reliability issues
Users are experiencing significant issues with the app's reliability and functionality, leading to frustration and dissatisfaction. Many report problems with consistent mileage tracking, frequent crashes, and an inability to access important features, rendering the app ineffective for their needs.
Security & access: Frustrating login and authentication experiences
Users are experiencing significant frustration and dissatisfaction with the Microsoft Authenticator app due to its poor functionality and user experience. Many report being unable to access their accounts after restoring from a backup, leading to a frustrating cycle of login issues.
Shipping & delivery: Unable to change delivery options or upgrade service
Users are experiencing significant frustrations with the shipping and delivery services, particularly related to the inability to change delivery options and app functionality issues. These problems are compounded by poor service quality, including delays and inadequate information for accessing delivery locations.
Frequent Crashes in Notability App
Users are experiencing frequent crashes and technical issues with the Notability app, which has led to frustration despite their previous satisfaction with its features. This instability undermines the value of the app, causing users to reconsider their investment in it.
Poor user experience in GroupMe
GroupMe suffers from a poor user experience characterized by a clunky interface and significant delays in message delivery. Users find it less intuitive and efficient compared to other social messaging apps, leading to frustration and dissatisfaction.
App usability and performance issues
Users consistently express strong dissatisfaction with the app, describing it as poorly designed and frustrating to use. Complaints highlight issues such as slow performance and an overall negative user experience.
Accounting & invoicing: Invoicing and tax features are frustratingly inadequate
Users are experiencing significant frustration with invoicing and payment systems due to incorrect categorization, unexpected fees, and limitations on features that were once straightforward. This has led to feelings of disappointment and aggravation, as the tools intended to simplify invoicing are now perceived as cumbersome and unreliable.
Semantic Audience Definition for Articles
Readers struggle to identify the intended audience for articles, especially when titles are unclear. A feature that semantically defines the audience could improve understanding and engagement with content.
Grounded AI Agent Deployment Challenges
The transition to a structured architecture is causing significant technical challenges, including memory leaks and critical bugs that block users. The complexity of these architectural changes and the lack of timely fixes hinder the deployment of reliable AI agent solutions.
Team chat: Endless login loop and verification errors
Users are experiencing persistent login and authentication issues, including error messages and endless loops that prevent access to the app. These problems render the app ineffective, particularly when users need it for urgent tasks.
Scentbird Subscription Service Issues
Customers are experiencing significant dissatisfaction with Scentbird Perfume Box due to poor customer service and problematic business practices. Many users are frustrated by issues such as difficulties in unsubscribing from the membership.
Product support for frustrating app loops
Users are experiencing significant frustration with the product due to persistent loops that leave them feeling trapped. Additionally, there is a lack of support available to help them navigate these issues.
Improving Customer Service Quality
Customer service is consistently reported as inadequate, leading to frustration among users. Complaints highlight issues such as excessive fees and poor overall service quality.
Integrations for Valid and Invalid Data
There is a recurring issue regarding the presence and quality of integrations within the devtools-testing category. This includes concerns about valid, invalid, missing, and partial integrations that need to be addressed.
Safer alternatives for secret storage
There is a recurring concern regarding the security of secret storage in development tools. Users are actively seeking safer alternatives to manage and protect sensitive information.
Enable Dynamic Control in AI Sessions
Users are experiencing frustration due to a lack of flexibility and essential features in the AI tools, leading to inefficiencies in their workflows. This includes issues such as rigid session constraints, missing core functionalities, and opaque billing practices, which collectively hinder developers' ability to manage projects effectively.
Frustration with Limited Free Features
Users are frustrated with the app's limitations, particularly the inability to access essential features without upgrading to a costly Pro version. This has led to dissatisfaction due to poor functionality, intrusive ads, and a lack of basic sharing capabilities, rendering the app ineffective for their needs.
Search: Lack of customer support and responsiveness
Customer service is consistently perceived as inadequate, with complaints highlighting poor responsiveness and overall dissatisfaction. Many customers express frustration over the perceived lack of value and support from companies, particularly in the context of billing and service issues.
Frustrating Microsoft Account Authentication Issues
Users face significant frustration and inconvenience with Microsoft account security measures, particularly due to the reliance on mobile authenticator apps for logging in. This reliance leads to confusion and inefficiency, especially when notifications fail or access to the phone is restricted.
The rest of this market
Ranked by Opportunity Score
- 25Booking & appointments: Lack of customer support for appointment issues41.9
- 26Team chat: Notification issues across multiple devices41.6
- 27Debugging CLI and Codex App Issues41.5
- 28Frustrating and Useless Chatbot Experience41.3
- 29Missing-message validation and mutation mapping issues41.3
- 30Frustration with Subscription Management Features41.1
- 31Frustration with Software Update Changes41.0
- 32Premium AI Voice Support Services40.9
- 33Missing Notes After Backup Issues40.8
- 34Guide to Reducing Openclaw Costs40.5
- 35Frustration with Basic App Functionality40.3
- 36Slow-loading app frustration39.9
- 37Payroll & HR: Confusing and hard to use onboarding experience39.5
- 38Affordable, high-value subscription tools39.4
- 39Payroll & HR: Booking and scheduling features are outdated and confusing39.0
- 40Frustrating User Experience with This App38.4
- 41Manual entry duplication in transaction tracking37.8
- 42Frustration with AI in Software Development37.7
- 43Slow Performance of QuickBooks for Business37.6
- 44Search: Login and authentication failures across multiple apps37.3
- 45Frustration with StyleSeat for Stylists37.0
- 46Self-hosted SQL IDE for multiple databases36.8
- 47Accounting & invoicing: Horrible customer service across multiple platforms36.7
- 48Affordable AI Video Production Solutions36.2
- 49Udemy Video Playback Issues35.4
- 50Accounting & invoicing: Too expensive pricing and plans for invoicing apps34.9
- 51Resume optimization for job applications34.0
- 52Payroll & HR: Can't clock in and out properly33.7
- 53Customer protection for upfront payments32.0
- 54Disable App Recommendations on Redmi31.8
- 55Affordable Alternatives to Claude AI Tools31.0
- 56Improved Contextual Understanding for AI Agents30.8
- 57Stuck Rewards and Earnings Issues30.5
- 58High costs for primary AI agent access30.1
- 59Technical leadership for early-stage startups29.9
- 60Master Manual and Automation Testing Skills29.9
- 61Improved note-taking for better recall29.6
- 62Managing team dynamics and responsibilities29.6
- 63Simpler, Privacy-Focused Budgeting Solution29.4
- 64AI that remembers shared experiences28.7
- 65Budget-friendly gaming PC build compatibility check28.7
- 66Displaying Products on Facebook28.0
- 67Essential tool for structured fitness planning28.0
- 68Open-source PDF editor alternatives to Adobe27.9
- 69Unusable Mobile App Experience27.6
- 70Single target damage limitations in gameplay27.4
- 71Lack of Essential Features in Smartsheet27.3
- 72Liability Clauses and Missing Protections27.2
- 73Centralized Personal Organization System27.2
- 74Need for Better Channel Organization in Discord27.2
- 75Alternatives to Notion with Enhanced Features26.9
- 76Alternatives to Submagic for YouTube Integration26.9
- 77Self-hosted AI personal operating system26.9
- 78Task Management Workarounds for AI Agents26.7
- 79Faster Shipping Solutions for Development26.7
- 80CRM alternatives for small teams under $5026.7
- 81Getting First 10 Paying Customers26.7
- 82Quality catering options for weddings26.6
- 83Frustration with Subscription-Based PDF Scanning26.5
- 84Manual Community Engagement Strategies26.4
- 85Affordable AI Coding Tools and Alternatives26.4
- 86Free Microsoft 365/Office Alternatives26.4
- 87MLX lacks support for tool-call-parser flag26.1
- 88Manual GPS Locking Workaround for Reps26.1
- 89AI-free Notion alternative for solo creators26.1
- 90Affordable Social Media Solutions for Small Businesses26.0
- 91Consolidating Multiple AI Subscriptions for Savings25.9
- 92Container rebuild persistence solutions25.8
- 93AI Automation Solutions for Small Businesses25.7
- 94AI Character Creation and Management Tools25.7
- 95Deeper financial reporting for agencies25.6
- 96Migrate from ExtPay to CRXPay25.5
- 97Difficulties with Document Scanner Subscription25.4
- 98Affordable skincare solutions and advice25.4
- 99Control over software updates25.3
- 100Frustration with Square Appointments Scheduler25.3
- 101SaaS subscription usage and feature gaps25.3
- 102App for Custom CRM Solutions25.2
- 103Frustration with Workflow Automation25.2
- 104Self-hosted customer support solution25.2
- 105Efficient Systems and Automation Solutions25.1
- 106Influencing Customer Psychology25.1
- 107Terrible plugin experiences and customer service25.0
- 108Random charging app frustrations25.0
- 109Simplified and Affordable SaaS Billing Solutions24.8
- 110B2B Lead Generation Co-Founder Needed24.7
- 111Booking & appointments: Booking and scheduling issues across multiple platforms24.7
- 112Feeding pump for medical needs24.7
- 113Buggy Podcasting Plugin Solutions24.6
- 114Reliable Bubble Developer for MVP Creation24.5
- 115Improved features for creators and sellers24.4
- 116Comprehensive Pokémon Game Optimization Tools24.4
- 117Frustration with Canva for Video Graphics24.3
- 118Difficulties in Canceling App Subscriptions24.2
- 119Self-hosted tools for managing Docker setups24.2
- 120Linux gaming support and user-friendly experience24.2
- 121Frustration with Java and Low-Level Languages24.2
- 122App with reliable subscription service24.0
- 123Frustration with Paid App Features24.0
- 124Affordable PDF Scanner App23.7
- 125Restaurant recommendations for vegan options23.6
- 126Frustration with RAG Bot Tool Limitations23.5
- 127Tips for Starting with YNAB Budget App23.5
- 128AI Hardware Obsolescence Concerns23.4
- 129FLOSS alternatives to Android services23.4
- 130Quick entertainment options during gaming breaks23.4
- 131User-friendly Yoga and Workout App23.3
- 132Poor customer service and order delays23.2
- 133Offline Access for Mobile Apps23.1
- 134Autonomous AI Workers for Enhanced Interaction22.9
- 135Zero-Cost Software Automation Solutions22.8
- 136Quality AI Alternatives for Character AI22.8
- 137Select Multiple Files Efficiently22.8
- 138Cloud Sync Settings for Games22.8
- 139Cross-platform content adaptation challenges22.8
- 140Affordable Cloud Hosting Alternatives22.8
- 141Understanding Developer Support Challenges22.8
- 142QuickBooks update causing major disruptions22.7
- 143App performance and availability issues22.7
- 144Affordable Social Media Management Tools22.7
- 145Affordable Cloud Storage Solution22.6
- 146Manual task automation for developers22.4
- 147Runtime error insights and dependency management22.4
- 148Optimizing Paid Search for Lead Generation22.4
- 149Reducing Costs for OpenClaw Agents22.2
- 150App freezing and crashing issues22.1
- 151Automated receipt tracking for expense management22.1
- 152More Prominent Pie/Crust Notes in Fragrances22.0
- 153Laptop performance over weight and thinness22.0
- 154Poorly Designed Redbubble App Experience21.7
- 155Privacy-Friendly Alternatives to Google Services21.6
- 156Commerce engine for enterprise API solutions21.6
- 157Time-consuming migration from existing tools21.3
- 158Self-Hosted Apps for Creators21.2
- 159App crashes during shopping experience21.0
- 160Comparing Medicai to Budget PACS Alternatives21.0
- 161Affordable and Reliable Managed PostgreSQL Hosting20.6
- 162Frustration with Paycom Functionality20.3
- 163Frustration with AI Logo Maker Updates20.1
- 164Google Tasks App Crashing Issues19.9
- 165Difficult cancellation process for subscriptions19.7
- 166AI-generated code usability for non-programmers19.0
Products people here report problems with
Counted by distinct people, not by number of complaints — one unhappy customer writing four reviews is one person. Last 12 months.
Swipe the table sideways for the remaining columns →
| Product | People | Reports | Sources | Last heard |
|---|---|---|---|---|
| Claude | 1.2k | 1.9k | 9 | 9h ago |
| Render | 648 | 755 | 6 | 10h ago |
| ChatGPT | 608 | 776 | 9 | 13h ago |
| Anthropic | 459 | 818 | 7 | 12h ago |
| Discord | 451 | 549 | 7 | 23h ago |
| Docker | 314 | 364 | 7 | 13h ago |
| Cloudflare | 275 | 356 | 7 | 11h ago |
| PostgreSQL | 270 | 321 | 5 | 9h ago |
| Gemini | 258 | 283 | 7 | 1d ago |
| GitHub Actions | 228 | 345 | 5 | 12h ago |
| OpenAI | 207 | 227 | 8 | 11h ago |
| Playwright | 184 | 254 | 4 | 22h ago |
| Shopify | 184 | 197 | 9 | 22h ago |
| Postgres | 172 | 195 | 5 | 11h ago |
| Kubernetes | 158 | 181 | 5 | 10h ago |
| Stripe | 130 | 138 | 8 | 18h ago |
| Supabase | 110 | 118 | 3 | 18h ago |
| Wordpress | 109 | 117 | 7 | 23h ago |
| React | 105 | 107 | 4 | 10h ago |
| Azure | 104 | 118 | 6 | 10h ago |
Where this evidence comes from
Signals read for this market
- Reddit27.1k signals20.6k people
- GitHub9.9k signals6.6k people
- Hacker News4.6k signals3.5k people
- Bluesky2.5k signals1.7k people
- Discourse1.4k signals871 people
- App Store (English storefronts)1.3k signals1.3k people
- YouTube960 signals947 people
- Lemmy688 signals287 people
- Khoros forums456 signals390 people
- Shopify App Store232 signals231 people
- Stack Exchange221 signals220 people
- WordPress forums200 signals197 people
- Web161 signals0 people
- NodeBB forums7 signals6 people
- Lobsters6 signals6 people
Industries in this market
Tracked opportunities by category
Science & technology news
A reading list, not evidence — nothing here feeds an opportunity score.
- Startups | TechCrunch
Enveda secures $311M to bring more nature-derived AI drugs into clinical trials
The round valued the AI biotech at $2 billion. It is currently testing drugs that treat skin conditions and preserve weight loss after stopping GLP-1s.
- Hacker News
How we made claude.ai 3x faster in two weeks
- Hacker News
Show HN: I built a post-mortem debugger for native Windows x64/x86 crashes
- Startups | TechCrunch
Modal Motors is trying to cut China out of electric motors entirely
The startup is working on small, light motors with no rare-earth magnets that are suited for drones, fans, and robots.
The VergeMeta’s AI agent is a cute little guy who’s great at spending my money
Modern life comes with an unending, auto-populating to-do list. It never ceases to amaze me how I can be doing nothing at all, minding my own business, and suddenly something needs to be taken care of. You're telling me a tree branch fell in the backyard and now I have to figure out what to […]
The VergeData centers are black boxes, but California wants to change that
California Gov. Gavin Newsom signed a slate of bills on Monday that could finally give communities better data - and more say - on how data centers impact their electricity bills and water supply. As data centers invade a growing number of communities across the US, they've triggered protests over how the infrastructure underpinning AI […]