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Decision-Ready Reports

See exactly what you get with every analysis

Validation Score & Build Verdict

Get a clear 0-100 score that tells you exactly how strong this opportunity is. No more guessing - just a clear BUILD IT, CONSIDER, or SKIP verdict with reasoning.

  • Overall validation score combining all metrics
  • Market size estimate with reasoning
  • Time-to-MVP and complexity assessment

Score
80

Verdict
BUILD IT

Market
$500M+

6-8 weeks MVP

Demand Proof

Evidence users would pay

"I would pay $100/month for a tool that does this properly"

💰 Strong Signal • Reddit

"Take my money! Finally someone building what we need"

💰 Strong Signal • Twitter

Demand Proof Extraction

We automatically extract the most compelling quotes that show real users would pay for your solution. No more wondering if there's actual demand - see the proof with your own eyes.

  • Real quotes from actual users
  • Signal strength indicators
  • Source platform attribution

AI-Powered Chat

Have questions about your analysis? Just ask! Our AI assistant knows everything about your report and can help you make sense of the data.

  • "What should I build first?"
  • "How do competitors compare?"
  • "What's the biggest opportunity?"

AI Assistant
Ask me anything
What should I build first?

Based on the analysis, I recommend starting with End-to-End Encryption. It addresses the #1 pain point (Privacy Concerns) with an 85/100 opportunity score.

Pain Points Analysis

Ranked by opportunity

1

Privacy
Concerns
High

87/100

2

Inaccurate
Results
Medium

72/100

Rich Pain Point Metrics

Every pain point comes with detailed scoring including opportunity score, gap score, confidence level, urgency signal, and affected personas.

  • Opportunity & Gap scores (0-100)
  • Urgency signals & confidence levels
  • Persona identification

AI-Suggested Features

Based on the pain points discovered, we suggest specific features to build - complete with priority levels and which problems they solve.

  • Feature recommendations with priorities
  • MVP bundle suggestions
  • Pain point to feature mapping

Suggested Features

1

End-to-End
Encryption
High

2

User Consent
Management
High

3

Multi-Language
Support
Medium

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  • New pain points & user complaints
  • Fresh competitor reviews & feedback
  • Validation score changes & alerts

Core Analysis Engine

The foundation of every powerful insight

5-Vector Sentiment Engine

We analyze 5 dimensions: Frustration, Urgency, Willingness to Pay, Feature Specificity, and Competitor Hatred.

Omni-Channel Surveillance

Scan Reddit, X, LinkedIn, G2, Product Hunt, Hacker News, and more. We find pain wherever users are complaining.

Competitor Battlecards

Auto-identify market leaders and extract their weakest points so you can build what their churned users want.

100% Verified Citations

We don't hallucinate. Every insight is backed by a direct link to the original user comment.

Sub-Niche Discovery

Drill down and analyze specific communities, subreddits, or even individual Twitter threads.

Investor-Ready PDF

Export a beautiful PDF report in one click. Send it to your co-founder or investors to prove market demand.

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