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

Health IT Career Pathway Navigator

4

discussions evidencing this problem

An interactive tool that maps your clinical or tech background to realistic entry and advancement routes into health IT roles, showing skill gaps, timeline expectations, and credential requirements for each path.

Preview
r/healthITLearning and skill gapsApp

WarmPath Network Mapper

4

discussions evidencing this problem

Systematically identify and track warm introduction opportunities through your existing customer relationships, team network, and past partners to generate qualified B2B leads.

Preview
r/startupsCustomer acquisition and growth challengesApp

Freight Starter Prospecting Playbook

4

discussions evidencing this problem

A step-by-step guide with proven prospecting methods, target customer profiles, and outreach templates tailored for new freight brokers and carriers to land their first customers.

Preview
r/FreightBrokersCustomer acquisition and growth challengesGuide

Consulting Fit Matcher

4

discussions evidencing this problem

Shows which consulting firms actively hire from your specific background and what credentials/experience they value, so you know if you're competitive before applying.

Preview
r/consultingCredential and certification requirementsLookup

Union Apprenticeship Credit Checker

4

discussions evidencing this problem

A jurisdiction-specific lookup tool that determines what prior work experience, credentials, and hours count toward union apprenticeship entry and advancement requirements.

Preview
r/electriciansCredential and certification requirementsLookup

A/B Testing Framework & Tracker

4

discussions evidencing this problem

A structured system that guides marketers through proper experiment design, tracks all test variables and results, and builds a searchable performance archive to inform future campaigns.

Preview
r/marketingMarketing strategy and channel selectionApp

Niche Positioning Blueprint

4

discussions evidencing this problem

A step-by-step framework that helps service providers identify their ideal client niche and craft outcome-focused positioning that resonates with small business owners.

Preview
r/EntrepreneurCompetitive landscape and differentiationTemplate

AI vs. Automation Decision Framework

4

discussions evidencing this problem

An interactive decision tree that guides builders to choose between simple automation, chatbots, or AI agents based on their specific use case and constraints.

Preview
r/AI_AgentsAi reliability and hallucination problemsGuide

LLM Metric Context Analyzer

4

discussions evidencing this problem

Analyzes LLM calls in your codebase to recommend specific evaluation metrics matched to each call's purpose, then translates those metrics into actionable signals tied to your application's business outcomes.

Preview
r/LLMDevsDuplicate llm query cost inefficiencyAutomation

Google Ads Profitability & ROI Calculator

4

discussions evidencing this problem

Estimates whether Google Ads will be profitable for your service business based on your AOV, margins, and expected conversion rates, helping you decide if the platform is viable before investing.

Preview
r/PPCPricing and financial visibilityCalculator

Supply Chain Certification Match

4

discussions evidencing this problem

Instantly discover which supply chain certifications align with your current background, target role, and market demand in your sector.

Preview
r/logisticsCredential and certification requirementsLookup

Repair Request Escalation Tracker

3

discussions evidencing this problem

Documents tenant repair requests with timestamped proof of contact, automatically generates escalation letters when landlords miss legal repair deadlines, and guides tenants through jurisdictional next steps.

Preview
r/LandlordTenant rights and landlord disputesAutomation

CSP Suspension Alert & Monitoring Service

3

discussions evidencing this problem

Real-time monitoring of Microsoft Partner Center account status with instant alerts on suspension, restrictions, or changes, plus automated diagnostics suggesting likely causes and remediation steps.

Preview
r/mspPlatform abuse and account restrictionsAutomation

Salary Gap & Market Rate Analyzer

3

discussions evidencing this problem

Instantly compare your actual pay against market rates for your specific role, location, and experience level to quantify underpayment and build a data-backed negotiation case.

Preview
r/PropertyManagementUnfair compensation and pay inequalityCalculator

GPU Crash Diagnostic Logger

3

discussions evidencing this problem

Real-time hardware telemetry capture and kernel event logging that records GPU state, power delivery, and thermal data at the moment of black screen crashes to identify failing components.

Preview
r/techsupportSystem crashes and thermal runawayApp

Agent Decision Tracer

3

discussions evidencing this problem

Capture decision context and reasoning traces alongside execution logs to reconstruct why an agent made each choice, enabling fast post-mortem debugging and outcome analysis.

Preview
r/AI_AgentsAi agent governance and safetyApp

WISMO Auto-Responder

3

discussions evidencing this problem

AI agent that automatically answers Shopify order status, shipping, and return questions by pulling real-time order data and responding instantly via email and chat.

Preview
r/aiagentsInadequate technical supportAutomation

YouTube Content Optimizer

3

discussions evidencing this problem

Analyzes trending videos in your niche to generate data-driven recommendations for titles, descriptions, tags, and upload timing.

Preview
r/microsaasContent creation and production burdenApp

Agency Lead Finder

3

discussions evidencing this problem

Automatically identify and score high-intent prospects using firmographic data and pain signals, then generate personalized outreach templates to fill your pipeline.

Preview
r/agencyCustomer acquisition and growth challengesAutomation

DMV Salary Benchmarker

3

discussions evidencing this problem

A data-driven compensation analysis tool that shows DMV-market salary ranges by role, experience level, and sector (government vs. private) to help recruiters and hiring managers justify competitive wage adjustments backed by real market data.

Preview
r/recruitingUnfair compensation and pay inequalityComparison

Australian Accounting Visa Pathways Comparison Tool

3

discussions evidencing this problem

Side-by-side comparison of visa sponsorship options and PR pathways available to international accountants by Australian state, showing points requirements, salary thresholds, employer types most likely to sponsor, and realistic assessment of each pathway.

Preview
r/AustralianAccountingSkilled migration pathway limitationsComparison

DevOps Hands-On Lab Path

3

discussions evidencing this problem

A guided, project-based learning platform that builds real CI/CD and Infrastructure-as-Code portfolios through progressively complex, self-contained labs using real tools (Terraform, GitHub Actions, Docker) on free/cheap cloud tiers.

Preview
r/ITCareerQuestionsInfrastructure and deployment complexityGuide

Supplier Response Tracker

3

discussions evidencing this problem

Centralizes supplier communications and automatically flags incomplete responses, extracts key data (pricing, lead times, specs), and triggers escalating follow-up reminders for overdue replies.

Preview
r/smallbusinessSupplier and vendor relationship issuesAutomation

Digital Service Pricing Calculator

3

discussions evidencing this problem

A pricing calculator that recommends market-rate fees for digital marketing services (SEO, social media, web design) based on service scope, client business size, and competitive benchmarks.

Preview
r/agencyHidden fees and unclear pricing disclosureCalculator
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