Explore evidence-backed opportunities

Browse problems and product opportunities discovered from real discussions. Selected opportunities include a complete public analysis. The rest include a preview, with full evidence available through Pro. Treat each opportunity as a hypothesis to investigate—not a guaranteed business.

512 published opportunities79 communitiesranked by problem evidence

All 512 are browsable as previews. 12 open as a complete public analysis — Pro opens them all

512 matches

WorkVoice

5

discussions evidencing this problem

An anonymous workplace reporting system that lets employees safely escalate concerns about coworker behavior, safety hazards, or harassment to management without fear of retaliation or identity exposure.

Preview
r/AccountingToxic management and workplace abuseApp

ContentCheckpoint

5

discussions evidencing this problem

AI-generated content review and approval gate that validates quality, authenticity, and client-readiness before publishing, with automated fixes for common AI artifacts.

Preview
r/microsaasContent creation and production burdenAutomation

Insurance Claims Navigator

5

discussions evidencing this problem

A step-by-step guide and checklist that clarifies Australian insurance claim procedures, timelines, required documentation, and how to communicate effectively with insurers and regulators to avoid misinterpretation.

Preview
r/AusLegalInsurance claim processing delays and errorsGuide

IMO/Agency Comparison & Vetting Tool

5

discussions evidencing this problem

Side-by-side comparison of insurance IMOs and agencies with commission rates, red flags, support quality, and independence level to help new P&C agents choose the right fit.

Preview
r/InsuranceAgentAi agent governance and safetyComparison

AI Content Detector

5

discussions evidencing this problem

Browser extension that analyzes Reddit posts and comments to identify AI-generated content using linguistic patterns and markers, highlighting suspected AI with confidence scores.

Preview
r/SaaSAi reliability and hallucination problemsApp

Gmail Tab Diagnostic

5

discussions evidencing this problem

Analyzes your email infrastructure, content patterns, and sender reputation to identify why legitimate marketing emails land in Gmail's Promotions tab and provides actionable fixes ranked by impact.

Preview
r/EmailmarketingMarketing consent and gdpr ambiguityCalculator

Technical Decision Authority Checklist

5

discussions evidencing this problem

A structured checklist that helps non-technical decision-makers understand which infrastructure and technical choices require IT expertise, with clear escalation paths and decision rules.

Preview
r/sysadminInadequate technical supportChecklist

AI Hallucination Debugger

5

discussions evidencing this problem

A production monitoring tool that logs prompts, responses, knowledge base searches, and model decisions to make AI failures visible and traceable for root-cause analysis and quality improvement.

Preview
r/SaaSAi reliability and hallucination problemsApp

No-Code Architecture Audit

5

discussions evidencing this problem

Analyze a no-code app's build structure and identify whether performance/scalability issues stem from platform limitations or architectural anti-patterns.

Preview
r/nocodeUncertain market fit and validationAutomation

Lead Gen Strategy Selector

5

discussions evidencing this problem

A decision-making tool that helps solo practitioners evaluate and prioritize the right lead generation tactics for their business stage and constraints.

Preview
r/LawFirmLead quality and attribution problemsChecklist

WordPress Bloat Auditor

5

discussions evidencing this problem

Scans WordPress sites to identify unused plugins, bloated page builder code, and redundant functionality, then recommends specific removals and consolidations with estimated performance gains.

Preview
r/WordpressManual administrative burdenAutomation

Competency Progress Tracker

5

discussions evidencing this problem

A self-assessment tool that lets professionals document their skills, track demonstrated wins over time, and compare their competency against clear industry benchmarks to combat imposter syndrome with objective evidence.

Preview
r/AccountingCareer advancement barriersApp

Freight Broker Book Valuation Calculator

5

discussions evidencing this problem

Calculates fair market value for a freight broker's client book based on contract terms, client tenure, revenue diversity, and comparable sales benchmarks.

Preview
r/FreightBrokersPricing and financial visibilityCalculator

Solo PI Startup Cost & Break-Even Calculator

5

discussions evidencing this problem

Calculate realistic startup capital, monthly operating costs, and break-even point for launching a solo personal injury practice with region-specific benchmarks.

Preview
r/LawFirmPricing and financial visibilityCalculator

Lighthouse Monitor

5

discussions evidencing this problem

A lightweight, single-binary uptime and latency monitor for APIs and websites that runs independently with zero complexity—install once, point at your endpoints, get alerts.

Preview
r/devopsUnpredictable observability costsApp

Power BI UI Finder

5

discussions evidencing this problem

A searchable, real-time index that shows users exactly where any Power BI setting, menu option, or feature currently lives—instantly surfacing moved or renamed options without hunting through outdated tutorials.

Preview
r/PowerBIManual administrative burdenLookup

Chargeback Evidence Organizer

5

discussions evidencing this problem

A structured evidence-gathering and presentation tool that helps merchants compile documentation and proof of customer authorization to maximize chargeback dispute win rates with payment processors.

Preview
r/shopifyNon monetary transaction trackingTemplate

Project Architecture Workshop

5

discussions evidencing this problem

A structured interactive guide that walks developers through breaking down a project idea into concrete features, then systematically defining each feature's frontend, backend, and data layer requirements—forcing architectural thinking before any code is written.

Preview
r/webdevLearning and skill gapsGuide

Consulting Entry Readiness Scorecard

5

discussions evidencing this problem

Assess your consulting recruiting readiness, identify specific gaps holding you back, and get a personalized roadmap of targeted improvements to strengthen your candidacy.

Preview
r/consultingJob search and hiring challengesApp

Severance Negotiation Playbook

5

discussions evidencing this problem

A step-by-step guide with negotiation scripts, severance benchmarks by role/tenure, and a checklist to help employees understand their offer and secure fair terms before accepting.

Preview
r/salesTermination and leave documentation disputesGuide

Hiring Readiness & Role Matcher

5

discussions evidencing this problem

A questionnaire-driven tool that assesses when you're ready to hire, what role type fits your needs, and what candidate profile to target—cutting through hiring uncertainty with a clear decision framework.

Preview
r/AccountingJob search and hiring challengesChecklist

Infrastructure Control Center

4

discussions evidencing this problem

A unified dashboard that consolidates frontend hosting, databases, storage, DNS, SSL, and backups into one interface to eliminate context-switching across multiple platforms.

Preview
r/SideProjectFragmented and disconnected toolsApp

Delegation Authority Framework

4

discussions evidencing this problem

A guided template system that helps solo consultants and agency owners document decision rights, authority levels, and delegation priorities—enabling teams to operate independently and freeing owners to focus on growth.

Preview
r/agencyTeam capacity and resource constraintsTemplate

Ad Performance Consolidator

4

discussions evidencing this problem

Unified dashboard that consolidates ad spend, revenue, and performance data from all major platforms (Google Ads, Meta, Shopify, Stripe, GA4) and answers performance questions in plain English.

Preview
r/EntrepreneurLead quality and attribution problemsApp
Pro

500 of these open as a preview

Pro opens every one of them in full — the verbatim excerpts, every source discussion, and a build specification — one-time $29 for 90 days.

Get Pro — $29

🔥 Only 49 of the first 50 seats left

New problem signals, weekly

One email a week with recurring problems, real workarounds, product requests and the evidence worth investigating next.

No spam. Unsubscribe anytime.

Build your research shortlist

Create a free account to save the opportunities you want to investigate and run the research tools with higher limits. Complete evidence for every opportunity is unlocked with Pro.

Start free