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

Contractor Defect Dispute Resolution Guide

8

discussions evidencing this problem

Step-by-step decision tree and resource guide helping homeowners navigate dispute resolution for defective contractor work, with state-specific regulatory options, templates, and next steps.

Preview
r/AusRenovationContractor and service provider issuesGuide

Cybersecurity Hands-On Lab Platform

8

discussions evidencing this problem

Interactive, scenario-based labs that teach cybersecurity concepts through real attack simulations, log analysis, and artifact interpretation with guided progression from entry-level to intermediate roles.

Preview
r/cybersecurityLearning and skill gapsApp

Process Mapper: Visual SOP Generator

8

discussions evidencing this problem

Converts undocumented team processes into visual, interconnected flowcharts and step-by-step SOPs that new hires can quickly learn and reference.

Preview
r/agencyPoor product documentation and knowledge gapsTemplate

Freight Payment Status Dashboard

8

discussions evidencing this problem

Real-time tracking of freight broker payments to carriers and shippers, with automatic alerts for overdue invoices and payment aging reports.

Preview
r/FreightBrokersPayment and cash flow problemsApp

Construction Entry-Level Job Finder

8

discussions evidencing this problem

A location-based directory showing which construction companies and unions are actively hiring for entry-level roles, their application methods, hiring windows, and direct contact info for foremen and recruiters.

Preview
r/ConstructionJob search and hiring challengesLookup

Landing Page Clarity Audit Guide

8

discussions evidencing this problem

A step-by-step checklist and template system to test whether your landing page clearly communicates what your product does, who it's for, and why it matters—with specific exercises to validate messaging with real people before design.

Preview
r/microsaasProduct roadmap and strategy misalignmentGuide

Video Scene Builder

8

discussions evidencing this problem

A pixel-perfect, scene-by-scene video editor that lets you generate, preview, and tweak AI video clips individually before assembling them into full-length videos—cutting iterations and token waste.

Preview
r/AI_AgentsContent creation and production burdenApp

California Lease Notice Period Resolver

8

discussions evidencing this problem

Interactive lookup tool that clarifies California lease notice requirements, shows which provisions are legally mandatory vs. overrideable, and resolves conflicts between lease clauses and state law.

Preview
r/LandlordTenant rights and landlord disputesLookup

Electrical Career Pathfinder

8

discussions evidencing this problem

Interactive lookup tool mapping Australian electrical certifications to specialized roles, showing prerequisites, timelines, costs, and earning potential by specialization and region.

Preview
r/AusElectriciansCredential and certification requirementsLookup

Etsy Seller Dispute Resolution Toolkit

8

discussions evidencing this problem

A complete guide and template system helping Etsy sellers document, escalate, and resolve unfair reviews and purchase protection disputes with evidence-backed appeals.

Preview
r/EtsySellersSupplier and vendor relationship issuesGuide

LLM Cost Calculator

8

discussions evidencing this problem

Instantly estimate and compare the true cost of running your prompts across different LLM providers, accounting for their unique pricing structures and token economics.

Preview
r/LLMDevsDuplicate llm query cost inefficiencyCalculator

Fraud Risk Auto-Cancel

7

discussions evidencing this problem

Automatically identifies and cancels high-risk fraudulent orders based on bot attack patterns (duplicate names, addresses, shipping velocity) before fulfillment, eliminating manual review overhead and chargeback exposure.

Preview
r/shopifyEdited order transaction duplicationAutomation

Reddit Moderation Activity Scanner

7

discussions evidencing this problem

Identify subreddits with active member bases but inactive moderation teams to find communities where your posts won't be removed and will actually get seen.

Preview
r/microsaasPlatform abuse and account restrictionsLookup

LLM Output Validator

7

discussions evidencing this problem

A schema-based validation system that checks LLM responses for type correctness, grounding in provided context, and internal consistency before passing them to downstream systems.

Preview
r/LLMDevsAi reliability and hallucination problemsAutomation

Difficult Manager Conversation Guide

7

discussions evidencing this problem

A structured template and decision framework that helps consultants prepare for and navigate tough conversations about work dynamics, performance concerns, or behavioral issues with their manager.

Preview
r/consultingToxic management and workplace abuseTemplate

Shopify Profit Analytics

7

discussions evidencing this problem

A native Shopify app that calculates and displays true profit margins by product, tracking revenue, COGS, and operating costs to reveal which products and SKUs are actually profitable.

Preview
r/shopifyPricing and financial visibilityApp

Onboarding Program Builder

7

discussions evidencing this problem

A template-based system that captures role-specific SOPs, checklists, and milestones to help new hires learn independently without trial-and-error, reducing dependency on senior staff.

Preview
r/manufacturingLearning and skill gapsTemplate

AI Output Validator & Format Enforcer

7

discussions evidencing this problem

Catches, validates, and auto-corrects AI-generated output (JSON, code, UI markup) against strict schemas before it reaches your app, eliminating malformed results and rendering errors.

Preview
r/SideProjectAi reliability and hallucination problemsAutomation

Audience Haunt Mapper

7

discussions evidencing this problem

Research tool that identifies where your target audience congregates online, what they discuss, and what language/content engages them most.

Preview
r/EntrepreneurMarketing strategy and channel selectionLookup

Freight Cost Estimator

7

discussions evidencing this problem

A calculator that estimates freight forwarding and specialized shipping costs upfront by factoring in shipment dimensions, weight, origin/destination, and mode-specific surcharges to help shippers and brokers quote accurately without hidden fees.

Preview
r/logisticsTransportation and logistics issuesCalculator

Australian Accounting & Finance Salary Benchmarker

7

discussions evidencing this problem

A salary lookup tool that shows competitive compensation ranges for accounting and finance roles in Australia, filtered by role type, experience level, location, and company size.

Preview
r/AustralianAccountingSuperannuation contribution calculation complexityLookup

Customs Clearance Timeline Lookup

7

discussions evidencing this problem

Instantly find typical customs clearance durations and requirements for your specific courier, origin country, and destination—so you can set accurate delivery expectations and choose the right carrier.

Preview
r/logisticsTransportation and logistics issuesLookup

HR Ops to Leadership Translator

7

discussions evidencing this problem

Guides HR operations professionals to reframe their technical experience into business-impact narratives that unlock strategic leadership roles.

Preview
r/humanresourcesJob search and hiring challengesGuide

Compliance Deadline Tracker

6

discussions evidencing this problem

Centralized system that automatically tracks employee compliance requirements, sends escalating reminders to employees and managers, and provides HR with real-time status dashboards to eliminate manual spreadsheet chasing.

Preview
r/humanresourcesManual administrative burdenAutomation
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