ServicesProcessData SourcesIntegrationsMethodology
Demand validation powered by real VC metrics & user data

Will users pay?We validate

500+startup ideas validated
92%prediction accuracy
$2.4Bin funded validations
Our Services

Demand
validation.

Validate your startup idea with AI-powered analysis using real VC metrics, user data, and fine-tuned models built for your market.

01

Model Fine-Tuning

Custom AI models trained on your specific market, competitors, and target audience. We fine-tune for precision in demand prediction.

92%prediction accuracy
Process

Submit.Analyze.Validate.

Data Sources
Global network sphere

Real data,
real insights.

We analyze your idea against millions of real data points. VC deals, user behavior, market intelligence, and exit patterns.

10M+data points

Real VC metrics, user behavior signals, and market intelligence powering every validation.

92%Prediction accuracy
$2.4BValidated funding
live
VC Deal Data50K+ records
live
User Behavior10M+ records
live
Market Intel500+ records
live
Exit Analysis2K+ records
LIVE

Real-time
validation metrics.

0
Ideas validated this month
across 12 industries
vs. actual outcomes
Accuracy rate
0%
for validated startups
Total funding validated
$0M
Fine-tuned GPT-4Custom RAG PipelineVC Deal AnalysisUser Behavior Models+8 specialized models
Integrations

Integrated
insights.

We pull data from the tools you use and the platforms your customers trust. Comprehensive validation from every angle.

AI
OpenAI
AI
Anthropic
Research
Slack
Tech
GitHub
PM
Jira
Data
AWS S3
Docs
Google Drive
CRM
Salesforce
Growth
HubSpot
Auto
Zapier
Data
Snowflake
Payments
Stripe
50+Data Sources
Real-timeMarket data
CustomRAG pipelines
View all data sources→
Methodology

Data-driven,
not guesswork.

Our validation methodology is built on real VC metrics and user behavior data. Every insight is traceable and transparent.

Validation accuracy
92%Predictions matched actual outcomes
SOC 2ISO 27001HIPAAGDPR

Data-driven insights

Real VC metrics and user data, not guesswork.

Confidential analysis

Your idea stays private and protected.

Transparent methodology

See exactly how we reached our conclusions.

Validated framework

92% accuracy against actual market outcomes.

Our Methodology

AI-powered
validation.

We combine fine-tuned models, context engineering, and intelligent chunking to deliver accurate demand validation for your startup idea.

Fine-tuned models

Custom AI trained on your specific market and competitors.

Context engineering

Optimized RAG pipelines for precise demand analysis.

Chunking strategies

Intelligent data segmentation for deeper insights.

Real-time validation

Continuous updates as market conditions change.

Pricing

Pay for
results.

Organic whale
01

Starter

For early-stage founders

$0/month
  • 1 idea validation
  • Basic market analysis
  • Community support
  • Standard report
  • Email delivery
Most Popular
02

Builder

For serious founders

$5,000+
  • 3 idea validations
  • Deep market analysis
  • Priority support
  • VC metrics comparison
  • User behavior analysis
  • Competitor mapping
  • Custom fine-tuning
03

Scale

For venture studios & accelerators

$20,000+
  • Unlimited validations
  • Full data access
  • Dedicated analyst
  • Custom RAG pipelines
  • White-label reports
  • API access
  • Priority processing
  • Quarterly reviews
Real VC metricsUser behavior dataFine-tuned models
Compare all features

Ready to validate
your idea?

Know if users will pay before you build. Get data-driven validation from real VC metrics and user behavior analysis.

Free initial assessment available