22,998 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.

22,998problems
95industries
414categories
1,289opportunities

We Listen

AI reads thousands of app reviews, forum posts, and video comments from real workers across 95 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 1,289 app ideas, run deep-dive analysis, validate your concept, and claim the problem you'll solve.

Trending App Ideas

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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.

62

ContractCraft for Constructors

10 reports

Small contractors lack accessible, industry-specific contract templates and risk management guidance. This app provides customizable templates and financial risk safeguards tailored to construction subcontractor relationships.

Construction companies lack formal purchase orders and change order tracking for subcontractors and suppliers, leading to no clear record of agreed costs.

A property owner or contractor needs to replace a plumber mid-project but faces significant cost, complexity, and permit issues when a new plumber takes over unfinished work.

33low
ConstructionContract Management
3MediumRising(100%)
62

TaxReconstruct

3 reports

Accountants struggle to reconstruct financial records for clients with unfiled corporate taxes spanning multiple years and missing bank statements. This app automates the reconstruction and eases IRS filing.

Client has never filed corporate tax returns from 2018 to 2025 and is missing some historical bank statements, requiring a manual, risky reconstruction process.

A client has never filed corporate taxes for 2018-2025 and is missing some historical bank statements, requiring a method to reconstruct or substitute missing records.

44low
Accounting & BookkeepingTax Preparation & Strategy (new)
4HighStable
61

LoadRate Pro

15 reports

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.

Owner-operators in the trucking industry are struggling with declining freight rates and increasing operational costs, making profitability nearly impossible.

Truck drivers are consistently underpaid compared to the hours they work due to uncompensated loading times, leading to a shortage of drivers in the industry.

34low
Trucking & LogisticsFinancial Management
4HighStable
60

SafeShift Scheduler

12 reports

A scheduling platform that ensures minimum shift durations, patient acuity-based assignments, and mandatory break enforcement, reducing burnout and license risks for nurses and therapists.

Emergency Department nurses have unsafe patient ratios of up to 1:5, including high-acuity patients requiring hourly assessments, leading to charting delays and burnout.

Night shift nurse and 9-to-5 spouse struggle to coordinate meal planning and household chores due to mismatched schedules, leading to unequal burden and frustration.

44medium
Health, Wellness, and BeautyStaffing & Scheduling
4HighStable
59

DealSync for Real Estate

5 reports

A centralized communication hub that connects real estate agents and lenders for real-time deal updates, reducing surprises and delays.

Agents and admins lack a simple human process to ensure client handoffs are clearly owned, next steps are checked, and clients are kept informed, causing clients to slip through cracks.

A real estate agent cannot get timely communication from a lender about loan status updates, causing delays and uncertainty in closing a home purchase deal.

33low
Real EstateCommunication & Collaboration
3MediumRising(100%)
59

SafeMedic: Nurse Safety Companion

5 reports

New nurses face high risks of medication errors and needlestick injuries with inadequate support. An app providing real-time medication verification, incident reporting, and post-injury guidance can reduce harm and ensure safety compliance.

Nurses need a reliable way to ensure the medication amount removed from the dispensing system matches the administered dose to avoid discrepancies.

New grad nurse accidentally sticks herself with a needle used on a patient and struggles with the lack of immediate guidance and a streamlined reporting and testing process.

44high
Health, Wellness, and BeautyPatient Safety Management
5CriticalStable
59

TheraFlex Schedule

3 reports

Enable physical therapists to set their own scheduling rules, including evaluation slot limits, patient caps, and reduced-duty options for special circumstances like pregnancy. This addresses the lack of provider autonomy in current clinic systems.

Pregnant acute care physical therapists are forced to work until labor to preserve minimal postpartum leave due to inadequate paid time off policies.

Pregnant acute care physical therapists struggle to continue working full shifts up to delivery due to physical discomfort and the need to conserve paid leave for after birth, with short and low-paid leave.

33low
Health, Wellness, and BeautyScheduling & Booking
4HighStable
59

CoolGuard Towing Monitor

3 reports

An app that predicts cooling system failures in tow trucks by monitoring engine temperature, load, and ambient conditions, preventing overheating during heavy towing. It helps owners reduce downtime and avoid costly repairs.

Towing business owner closed due to high costs and unreliability of equipment without lifetime replacement warranties.

Older, cheaper trucks cause excessive downtime that forced closure of a towing business.

43low
Automotive RepairEquipment Management
4HighStable
58

PayPerMinute

10 reports

An app that tracks and ensures truck drivers are compensated for every minute they work, including wait times, breakdowns, and inspections, not just miles driven. It bridges the gap between promised and actual earnings by providing real-time transparency and automated claims.

Truck drivers work 14+ hours daily with no benefits, no breaks, and no pay raises.

Truck drivers lack stable salary and are paid by the mile, leading to income instability due to factors like traffic.

33low
Trucking & LogisticsCompensation Management
4HighStable
58

Section 174 Navigator for Startups

10 reports

Bootstrapped software companies face severe cash flow strain and compliance confusion due to new IRS Section 174 amortization rules. They need specialized tools to correctly classify expenses and manage tax burdens without overwhelming complexity.

The user is confused and concerned about the correct tax treatment of software expenses for bootstrapped companies under Section 174 of the tax code.

Bootstrapped software companies are being penalized by new Section 174 changes, requiring amortization of R&D expenses (like engineer salaries) over 5 years instead of immediate deduction, significantly increasing their tax liability.

44low
Software and TechnologyAccounting & Financial Management
4HighStable
58

RateGuard

8 reports

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 because shippers and brokers push for excessively low freight rates, making it impossible for small carriers to operate profitably.

Truck owners are frustrated that brokers earn more per load than they do, despite owning expensive equipment and hauling the freight.

33low
Trucking & LogisticsPricing and Revenue Strategy
4HighStable
58

PayVerify

5 reports

An app that automatically verifies vendor payment details and bank change requests in real-time, preventing impersonation fraud. It integrates with email and accounting systems to flag suspicious changes without manual checks.

Companies lack a secure, standardized process to verify vendor bank account changes, risking fraud from unauthorized changes.

No reliable method to verify vendor bank change emails, risking fraud.

44medium
General Business ServicesFraud Prevention
4HighStable

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Top Problems

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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.

0
67

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.

HealthcareDocumentationNurse5Critical$ explicit
0
67

WholesaleVet Pro

Aspiring online retailer scammed out of $10k, needs vetted wholesale supplier for women's apparel, accessories, and beauty products.

Apparel & FashionSourcing & ProcurementOwner5Critical$ explicit
0
67

ShowerGuard Pro

Homeowner has a newly tiled shower with water pooling due to incorrect slope, potential waterproofing damage from tile replacement, and no resolution from the contractor.

Home ServicesRepair and Maintenance DecisionsHomeowner5Critical$ explicit
0
67

CathAssist Pro

A nurse with limited experience performing female catheterizations is unsure if a catheter was correctly inserted, leading to anxiety about patient safety and potential complications.

Home ServicesClinical ManagementNurse5Critical$ explicit
0
67

TheraComply Fraud Monitor

Physical therapist assistant fears legal liability and job loss due to systemic billing fraud at outpatient clinic contracted with adult day cares.

Health, Wellness, and BeautyCompliance ManagementPhysical Therapist Assistant5Critical$ explicit
0
67

TaxFlow Innovate

Bootstrapped software companies are facing severe cash flow issues and significantly higher tax burdens due to new Section 174 changes requiring the amortization of R&E expenses, including software development, over five years.

Software and TechnologyAccounting & Financial ManagementOwner5Critical$ explicit
0
67

DoseGuard Infusion

A nurse struggles to reliably administer time-sensitive IV antibiotics amidst frequent order changes, patient emergencies, and high-acuity demands, leading to a missed dose.

HealthcareMedication ManagementNurse5Critical$ explicit
0
67

PresentPro

Agent fails to recall and present specific data from prepared CMA under skeptical questioning, losing high-value listings.

Real EstateSales and Client AcquisitionAgent5Critical$ explicit
0
67

MedCard Navigator

A CDL driver was disqualified from obtaining a DOT medical card for one year due to honesty about a past suicide attempt, creating a career and financial crisis.

Trucking & LogisticsCompliance ManagementDriver5Critical$ explicit
0
67

GuardCard Pro

A business owner needs to prevent unauthorized use of business credit cards after a $10K theft.

General Business ServicesFraud PreventionOwner5Critical$ explicit
0
67

SeasonalCrop Capital

Agricultural foliage business owner needs stable year-round revenue and land to grow own crops instead of relying on seasonal stumpage sourcing.

AgricultureCash Flow ManagementOwner5Critical$ explicit
0
67

MiteID Pro

Homeowner cannot identify and eliminate tiny mite infestation indoors, and cannot find a pest control company that treats mites.

Pest and Wildlife ManagementPest and Wildlife ManagementHomeowner5Critical$ explicit
0
67

LegalGuard Recorder

Contractor loses payment and has work destroyed by homeowner, lacking video/audio evidence of agreements.

ConstructionLegal ComplianceContractor5Critical$ explicit
0
67

LeadPulse Pro

Service businesses fail to follow up on inbound leads after the first contact, causing leads to go cold without detection.

Legal ServicesLead ManagementOwner5Critical$ explicit
0
67

SaaSFoundry Books

Startup founder discovered books were wrong after raising $650k and running out of runway, indicating a need for accurate, auditable financial records tailored to SaaS metrics.

Software and TechnologyAccounting & Financial ManagementOwner5Critical$ explicit

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