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

Meta Issue Resolver

3

discussions evidencing this problem

A crowdsourced troubleshooting database where Meta users document confirmed solutions for common platform errors, billing issues, and bugs—bypassing slow official support.

Preview
r/ecommerceInadequate technical supportLookup

AI Model Reliability Benchmark

3

discussions evidencing this problem

Compare AI models across coding tasks, technical accuracy, and consistency to find the most reliable model for your specific use case.

Preview
r/AI_AgentsAi reliability and hallucination problemsComparison

Electrical Apprentice Self-Study Bootcamp

3

discussions evidencing this problem

Structured, video-first training modules covering core electrical skills that non-union apprentices can follow independently when employer training is absent or inadequate.

Preview
r/electriciansLearning and skill gapsApp

Positioning-Driven Proposal Builder

3

discussions evidencing this problem

A guided framework that helps consultants clarify their unique positioning, then automatically surfaces which proposal sections and content angles will resonate most with their specific target client profile.

Preview
r/consultingMarketing strategy and channel selectionTemplate

Utilization & Performance Diagnostic

3

discussions evidencing this problem

A diagnostic tool that helps junior consultants assess whether their current utilization level signals normal project cycles, underperformance, or sidelining—with clarity on what's expected at their career stage.

Preview
r/consultingFeature prioritization and roadmap volatilityCalculator

LLM Context Visualizer

3

discussions evidencing this problem

Real-time panel showing exactly what context and conversation history the LLM currently has access to, with the ability to inspect, edit, and carry forward context across model switches and conversation branches.

Preview
r/LLMDevsCustomer communication fragmentationApp

DMCA Counter-Notice Navigator

3

discussions evidencing this problem

An interactive step-by-step guide that walks sellers through the DMCA counter-notice process, explains timelines and risks, and helps them prepare evidence before submitting.

Preview
r/EtsySellersLegal document and identity issuesGuide

Psychological Safety Culture Guide for Managers

3

discussions evidencing this problem

A practical playbook for managers to create psychologically safe environments where employees feel comfortable asking questions without fear of dismissal or humiliation.

Preview
r/AccountingToxic management and workplace abuseGuide

MenuFlow Sync

3

discussions evidencing this problem

Centralized menu management platform that syncs changes instantly across website, POS, print, and digital channels without manual redesign or reupload.

Preview
r/restaurantownersManual administrative burdenApp

WordPress Lifetime License Trust Badge

3

discussions evidencing this problem

A transparent verification system that displays seller financial health, development roadmap, and support guarantees for one-time-purchase WordPress tools to build buyer confidence.

Preview
r/WordpressSubscription and recurring billing issuesOther

Store Analytics Narrative

3

discussions evidencing this problem

AI-powered tool that transforms raw Shopify analytics into plain-English narratives, explaining metric changes, likely causes, and specific next steps tailored to your business model.

Preview
r/ecommercePricing and financial visibilityApp

Construction Business Legal Readiness Checklist

3

discussions evidencing this problem

State-specific interactive checklist that guides new construction business owners through licensing, insurance, LLC formation, and compliance requirements before launching operations.

Preview
r/ConstructionContractor and service provider issuesChecklist

Shopify Theme Feature Finder

3

discussions evidencing this problem

A searchable database of Shopify themes with verified feature specifications, customization locations, and beginner-friendly setup guides for common tasks.

Preview
r/shopifyPoor product documentation and knowledge gapsLookup

Real Estate Comp Tools Comparison Guide

3

discussions evidencing this problem

Independent comparison of rental comps, valuation tools, and property analysis platforms—showing features, data sources, pricing, and whether paid subscriptions beat free alternatives.

Preview
r/PropertyManagementRental rate benchmarking and transparencyComparison

Go-to-Market Focus Picker

3

discussions evidencing this problem

A decision framework that helps indie builders choose between niche-first or broad-market positioning by analyzing their resources, traction metrics, and competitive landscape.

Preview
r/DigitalMarketingUncertain market fit and validationCalculator

Organic Growth Playbook for Bootstrapped Founders

3

discussions evidencing this problem

A tactical guide with step-by-step playbooks for acquiring initial users through zero-cost and low-cost organic channels, specifically designed for bootstrapped founders with minimal marketing budgets.

Preview
r/startupsUncertain market fit and validationGuide

Unpaid Work Legal Compliance Lookup

3

discussions evidencing this problem

A jurisdiction-specific tool that clarifies legal requirements for unpaid internships and volunteer work, helping users understand what's lawful and what constitutes wage violations.

Preview
r/marketingFreelancer exploitation and underpaymentLookup

WordPress AI Blog Setup Guide

3

discussions evidencing this problem

A decision framework and configuration guide that helps users choose between Elementor and Gutenberg, configure their WordPress stack correctly, and integrate AI tools for reliable automated blog publishing.

Preview
r/WordpressContent creation and production burdenGuide

Compensation Structure Designer

3

discussions evidencing this problem

A calculator that models different pay structures (base salary, commission splits, tiered bonuses, accelerators) and shows projected impact on costs, team motivation, and business outcomes.

Preview
r/mspUnfair compensation and pay inequalityCalculator

Cottage Food Compliance Lookup

3

discussions evidencing this problem

State-specific guide that shows you local cottage food laws, licensing requirements, and tax implications for home-based food production.

Preview
r/sidehustleRegulatory and legal compliance challengesLookup

CPA Momentum

3

discussions evidencing this problem

An adaptive study platform with spaced repetition, active recall, and built-in accountability tracking that keeps CPA candidates motivated and consistent throughout their exam journey.

Preview
r/AccountingCredential and certification requirementsApp

Equity Outcome Modeler

3

discussions evidencing this problem

A calculator that reveals the true cash value of equity packages by modeling vesting schedules, dilution, and exit scenarios—showing candidates what they'll actually earn and helping founders design outcome-based vesting that aligns incentives.

Preview
r/startupsUnfair compensation and pay inequalityCalculator

Maintenance Responsibility Clarifier

3

discussions evidencing this problem

A state-specific lookup tool that instantly clarifies which party (tenant or landlord) is legally responsible for each common maintenance item, with typical cost ranges to prevent disputes.

Preview
r/LandlordProperty maintenance and repairsLookup

E-Commerce Skill Priority Guide

3

discussions evidencing this problem

A sequenced learning roadmap that identifies which e-commerce skills beginners should master first based on business stage and constraints, eliminating overwhelm through dependency mapping.

Preview
r/ecommerceMarketing strategy and channel selectionGuide
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