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

RankWatch Lite

9

discussions evidencing this problem

An affordable keyword rank tracking tool for small sites and freelancers that monitors SERP positions, shows prioritized SEO actions, and syncs results to Google Sheets for daily automated reporting.

Preview
r/SEOSearch ranking and organic traffic dropsAutomation

Commute Impact Calculator

9

discussions evidencing this problem

Quantify the true financial and personal cost of a commute by modeling total time commitment, out-of-pocket expenses, and income per hour to inform job decision-making.

Preview
r/ConstructionWorkplace burnout and unsustainable hoursCalculator

Email Render Tester

9

discussions evidencing this problem

Automated multi-client email rendering preview that shows exactly how your design will look in Outlook, Gmail, Apple Mail, and mobile clients before sending, with real-time compatibility warnings.

Preview
r/EmailmarketingEmail deliverability and spam issuesApp

Career Transition Financial Evaluator

9

discussions evidencing this problem

Interactive tool that compares financial projections, job security, and personal values across employment scenarios (full-time, freelance, part-time) to guide career decisions.

Preview
r/marketingFreelancer exploitation and underpaymentCalculator

Warm Intro Mapper

9

discussions evidencing this problem

Identify and map existing connections to target prospects, automating warm introduction requests to replace ineffective cold outreach.

Preview
r/startupsLead quality and attribution problemsAutomation

Shopify Shipping Rules Builder

9

discussions evidencing this problem

A Shopify app that lets merchants define custom shipping rates using simple rule-based logic (if weight + destination + product type, then charge X) without live carrier APIs or fake weights.

Preview
r/shopifyTransportation and logistics issuesApp

AI Cost Tracker

9

discussions evidencing this problem

Unified dashboard that aggregates billing data from multiple AI providers and attributes costs to specific projects, tasks, and models to reveal which services and workflows are driving expenses.

Preview
r/AI_AgentsUnpredictable observability costsApp

Supplier Vetting Checklist & Protocol

9

discussions evidencing this problem

A structured checklist and probing question template that helps entrepreneurs quickly assess whether a supplier is thorough, experienced, and trustworthy by evaluating their decision-making style and specification comprehension before committing to orders.

Preview
r/ecommerceSupplier and vendor relationship issuesChecklist

Logic Flow Visualizer & Debugger

9

discussions evidencing this problem

A visual debugging tool that shows non-technical users exactly what their no-code automation is doing step-by-step, with plain-English explanations of each logic branch and interactive pause/replay to diagnose failures without re-prompting.

Preview
r/nocodeInadequate technical supportApp

Pre-Quote Load Intelligence Capture

9

discussions evidencing this problem

A lightweight pre-quoting checklist that prompts brokers to capture shipper target rates, bid decision criteria, and capacity constraints *before* committing time to bid, reducing wasted quotes and improving win rates.

Preview
r/FreightBrokersVendor contract and pricing issuesChecklist

Backlink Quality Scorer

9

discussions evidencing this problem

Instantly evaluate any backlink source's SEO value and spam risk by analyzing domain authority, relevance, link juice potential, and indexation health—helping you identify which links are worth pursuing and which to avoid.

Preview
r/SEOLead quality and attribution problemsLookup

Weed Barrier Material & Depth Decision Guide

9

discussions evidencing this problem

Interactive guide that compares weed barrier materials (plastic, fabric, cardboard) and mulch depths with clear trade-offs, soil health impacts, and best practices to resolve conflicting contractor advice.

Preview
r/landscapingGarden expense allocation across multiple operationsGuide

Authentic Content Performance Tracker

9

discussions evidencing this problem

Compare your hand-written content performance against AI-generated competitors across rankings, engagement, and longevity to decide whether to continue investing in human-written content.

Preview
r/SEOContent creation and production burdenComparison

Documentation Discovery Agent

8

discussions evidencing this problem

An AI agent that surfaces and answers questions using existing company documentation, eliminating the need for team interruptions and centralizing institutional knowledge.

Preview
r/sysadminPoor product documentation and knowledge gapsApp

Client Report Automator

8

discussions evidencing this problem

Automatically pulls metrics from ad platforms, analytics, and social channels into scheduled, client-ready reports without manual copy-pasting or data stitching.

Preview
r/DigitalMarketingManual repetitive business processesAutomation

Support Escalation Protocol

8

discussions evidencing this problem

A framework and checklist for customer support teams to ensure AI systems automatically escalate to human agents when customers request it, show frustration, or when resolution attempts fail.

Preview
r/sysadminInadequate technical supportChecklist

HR Task Ownership & Escalation Matrix

8

discussions evidencing this problem

A one-page responsibility clarification tool that explicitly defines which HR vs. supervisor tasks own each onboarding, offboarding, and routine HR process step—eliminating ambiguity, preventing tasks from falling through cracks, and reducing reactive firefighting.

Preview
r/humanresourcesTeam capacity and resource constraintsTemplate

Google Ads Conversion Crisis Diagnostics

8

discussions evidencing this problem

Automated system that identifies why conversions plummeted by comparing current performance against historical baselines, pinpointing the root cause (tracking issues, algorithm confusion, bid strategy miscalibration) and generating a prioritized investigation checklist.

Preview
r/PPCConversion rate optimization challengesAutomation

Pharmacy Resilience Toolkit

8

discussions evidencing this problem

A guided resource combining de-escalation scripts, boundary-setting techniques, and mood-tracking tools to help pharmacy staff manage verbal abuse from patients and coworkers while protecting their emotional wellbeing.

Preview
r/pharmacyToxic management and workplace abuseGuide

AI Agent Learner's Roadmap

8

discussions evidencing this problem

A structured, beginner-friendly learning path that guides self-taught developers from Python basics through building their first AI agent, with clear checkpoints and resource recommendations at each stage.

Preview
r/aiagentsLearning and skill gapsGuide

GMC Compliance Auditor

8

discussions evidencing this problem

Scans your Shopify store against Google Merchant Center policies to identify compliance violations, disapprovals, and sync failures before they suspend your account.

Preview
r/shopifySocial commerce checkout integration failuresAutomation

Unified Development Workspace Hub

8

discussions evidencing this problem

A single dashboard that consolidates all development tools, infrastructure, tasks, and communications into one persistent context—eliminating context-switching across coding IDEs, project management, infrastructure platforms, and support systems.

Preview
r/SideProjectFragmented and disconnected toolsApp

A browser extension that eliminates disruptive popups, adds keyboard shortcuts for common tasks, and automates multi-step transaction workflows to restore speed and focus for accountants managing high-volume payroll across multiple clients.

Preview
r/BookkeepingManual administrative burdenAutomation

Stay or Go: Career Decision Framework

8

discussions evidencing this problem

A structured decision framework that helps early-career professionals and founders evaluate whether to stay in their current role or leave, by systematically weighing red flags, growth potential, personal readiness, and commitment levels against their priorities and risk tolerance.

Preview
r/salesFeature prioritization and roadmap volatilityChecklist
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