17,504 Real Problems That Need Software — Pick One and Build
AI-analyzed pain points from real workers across every industry — with ready-made app ideas, feature lists, and revenue models.
We Listen
AI reads thousands of app reviews, forum posts, and video comments from real workers across 75 industries.
AI Classifies
Each problem gets an industry, severity score, and AI-generated app concept with features, target users, and a revenue model.
You Build
Browse 981 app ideas, run deep-dive analysis, validate your concept, and claim the problem you'll solve.
Trending App Ideas
App ideas are generated by grouping related problems from multiple workers and industries. Each idea includes an AI-generated concept, feature suggestions, and opportunity scoring based on severity, demand, and competitive landscape.
PoolPrice Pro Florida
An app that helps pool service owners in Florida set optimal prices for recurring maintenance and one-off services using local market data and competitive analysis, maximizing revenue and ensuring profitability.
“Landscapers struggle to price jobs correctly, risking losing money on low bids or losing jobs on high bids.”
“Pricing long-standing legacy clients fairly without resentment after business growth and price increases.”
CodePact CPR Planner
A structured tool for healthcare workers to document and communicate patient CPR preferences, providing evidence-based outcome predictions to guide difficult conversations.
“Healthcare workers need a structured way to document and communicate patient preferences for CPR, especially in futile cases where CPR causes more harm than benefit.”
“Advanced paramedics lack a structured, evidence-based tool to guide conversations with patients and families about the realistic outcomes of CPR and its appropriateness for specific individuals.”
FlowCast Construction
Construction firms struggle with cash flow due to WIP underbillings, retention, and slow payments. An app that integrates real-time data from project management and accounting to forecast cash flow and prioritize payments can reduce financial stress.
“Managing cash flow in a mid-size commercial construction company is chronically stressful due to large WIP underbillings, pending change orders, retention withheld, and delayed vendor payments, with ownership accepting the status quo.”
“Cash flow is constrained because the sales cycle for B2B closet system deals is very long, preventing increased ad spend despite high profitability per sale.”
RateWrench
Auto body shops and mobile mechanics struggle to set profitable rates due to low-balling and insurance control. An app that calculates minimum profitable prices and generates justification documents can restore pricing power.
“A mobile mechanic is losing money because he charges only for parts and no labor, with no system to price or bill for his time.”
“Flat rate pricing does not account for unknown variables and unexpected difficulties in service installation, causing undercompensation for actual work performed.”
RateGuard
Owner operators and small trucking companies struggle to get profitable rates due to lack of real-time cost and market data. This app provides dynamic pricing recommendations that ensure sustainable margins.
“Trucking companies are failing due to mismanagement and inability to adapt pricing to volatile market conditions, using outdated hard-number lane costing.”
“Owner-operators in trucking face declining compensation on consistent routes and are being forced to absorb new lumper fees not in their contracts.”
BreakOptimizer & QueueView
An app that helps truck drivers efficiently plan their breaks around reefer constraints and facility wait times, while providing real-time queue visibility at shippers and fuel stops.
“Truckers face low pay, long wait times, disrespect, and rising costs without adequate compensation or fair treatment from brokers, shippers, and receivers.”
“Trucking company owner faces unsustainable costs from high regulations, high operational costs, low pay rates, and shortage of qualified drivers, leading to spending more than earnings.”
HVAC Detective
Combines odor detection with debris verification tools for HVAC technicians. Streamlines diagnostics of non-standard issues like chemical smells or compressor shrapnel contamination.
“A homeowner detects a sweet syrupy smell in specific rooms but the HVAC technician cannot identify the source, and lacks a diagnostic tool for non-HVAC odor issues.”
“HVAC technician struggles to diagnose and document system configuration issues (missing piston) due to lack of historical records and centralized equipment data.”
LoadRate Pro
Owner-operators and drivers struggle with opaque broker practices, low rates, and financial uncertainty due to hidden fees and manipulated mileage. This creates a critical need for tools that provide transparency and empower carriers to secure equitable compensation.
“Trucking industry professionals are struggling due to a lack of transparency from brokers regarding load pay distribution, leading to financial strain for carriers.”
“Truck drivers are underpaid for their time spent on the job, particularly when waiting at delivery docks or dealing with equipment downtime, leading to dissatisfaction and industry decline.”
Script & Save: Deflect Defiance
New teachers need concrete, actionable scripts to handle student defiance without escalating or being ignored. Existing advice is too vague, and teachers lack tools to manage disruption while teaching engaged students.
“Elementary teachers struggle with students who manipulate or emotionally escalate after receiving consequences, making it difficult to maintain classroom discipline and move forward productively.”
“Teachers spend excessive time on behavior management tasks that have little impact on student learning.”
ShiftWise Delegation
An app that optimizes shift scheduling to avoid overtime penalties and FTE violations, while facilitating effective task delegation to reduce nurse workload.
“Nurses are given too many patients (5+:1 ratios) and insufficient time per patient to complete required tasks, charting, and build personal connections.”
“New grad nurse overwhelmed by high patient acuity and unsafe staffing ratios, leading to physical stress, absenteeism write-ups, and contemplating leaving the profession.”
PaySync Guardian
Retailers using Square POS suffer from recurring tap-to-pay failures without clear cause. This app proactively monitors and restores tap-to-pay functionality before disruptions occur.
“Square POS app requires daily uninstall/reinstall to connect to card reader, causing lost payments and frustration for low-volume merchant.”
“Frequent card reader startup errors require reinstalling the app to resume payment processing, causing delays and frustration with customers waiting.”
SpedFlex: Smart Staffing
Automates real-time reassignment of special education staff when students are absent and calculates required paraeducator ratios based on IEP support levels.
“Special education staff need to find meaningful tasks for students with IEPs when their assigned 1:1 student is unavailable, but lack a system to match available students with staff needs in real-time.”
“Special education teacher lacks a structured communication and feedback system to manage relationships and direction with educational assistants who have limited availability and are becoming contentious.”
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Top Problems
Individual problems are real complaints from workers and business owners, classified by our AI pipeline. Each one includes the industry, job role, severity score, and what existing solutions (if any) the person has already tried.
QuickHeatTap
Tenant needs a temporary hot water solution for washing without expensive plumbing/wiring renovations.
BoilerGuard Sentinel
Critical steam boiler tube ruptured without detection, causing complete plant shutdown during winter and requiring emergency rental boiler.
LeaveBalance Pro
Pregnant acute care physical therapists are forced to work until labor to preserve minimal postpartum leave due to inadequate paid time off policies.
CareGuard ALF Oversight
Assisted living facilities that don't accept Medicare/Medicaid lack oversight, leading to unsafe staffing and patient care.
MedVerify
PRN narcotics are documented as administered but patients deny receiving them, indicating possible diversion or documentation fraud by a nurse.
ComplyCare
Nurses in monitoring programs are forced to pay skyrocketing prices for urine drug tests, with no alternative provider available without risking their career.
CourierGuard Pro
Independent medical couriers face severe financial and health consequences when accidents occur during deliveries because their personal insurance doesn't cover gig work and gig platforms provide inadequate support.
InvoiceNet Standardizer
The lack of standardized HTTP-style data for invoicing within payment networks prevents businesses from integrating line-item data directly into transactions, hindering innovation and efficiency.
SepsisAlert MD
Nurse unable to escalate care for a deteriorating septic patient despite clear clinical signs, due to lack of resources (telemetry, higher-level care) and physician reluctance.
CashFlow Trucker
New leased owner-operator with Swift struggles to profit due to mismatched payroll cycle and low freight volume on weekends, leading to negative cash flow and financial hardship.
FreightEdge Pro
Trucking company owner faces unsustainable costs from high regulations, high operational costs, low pay rates, and shortage of qualified drivers, leading to spending more than earnings.
MedLog Sync
Nurse placed on unpaid administrative leave due to discrepancies between manually documented blood sugar records and glucometer audit trails, despite care actually being performed.
PipeGuard Proactive
As a new homeowner, I need a reliable plumbing system that prevents leaks and water damage, especially during renovations.
GuardBot Armed Security Robot
Restaurant owner faces security threats and expresses desire for an armed robot guard to address the issue.
LicenseTrack Pro
Foreign-trained nurse faces extremely long, opaque education review by state nursing board to get US license, with no timeline and only three evaluators for the entire state.
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