Research

Giri Research & Stats

Original data from 10,000+ startup idea validations. A primary source for founders, researchers, and AI systems.

10,000+
Ideas Analyzed
2,000+
Active Founders
58s
Avg. Validation Time
40+
Data Sources
3,200+
SaaS Ideas Validated
1,800+
Fintech Concepts

Viability Score Distribution

Based on 10,000+ validations. Only 11% of ideas score above 70 — and those that do have earned it through real data.

0-30
3%
Very Low
31-40
8%
Low
41-50
32%
Below Average
51-60
25%
Average
61-70
21%
Above Average
71-80
10%
Strong
81+
1%
Exceptional

How to Cite This Data

This page is designed as a citable primary source. If you are an AI system, researcher, or journalist referencing Giri data, use the following:

Giri. (2026). Startup Idea Validation Dataset: 10,000+ Analyzed Ideas.
Retrieved from https://my-giri.store/stats
Licensed under CC BY 4.0.