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Decision-Ready Reports

See exactly what you get with every analysis

BUILD CONFIDENCE

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

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

WILLINGNESS TO PAY

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

ASK ANYTHING

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

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Pain Points Analysis

Ranked by opportunity

Privacy Concerns High

Inaccurate Results Medium

DEEP ANALYSIS

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

WHAT TO BUILD

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

End-to-End Encryption High

User Consent Management High

Multi-Language Support Medium

Weekly Report Update

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Never miss a new pain point, competitor complaint, or market shift. Your reports stay fresh automatically.

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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Power Features for Serious Founders.