Blog

Insights & Updates

Guides, product updates, and insights on finding and validating your next big opportunity.

Product

How AI Scoring Helps You Find Better Opportunities

Learn how our multi-dimensional scoring system evaluates demand, feasibility, defensibility, and speed-to-MVP to surface the best problems worth solving.

5 min readJan 2025
Guide

From Problem to MVP: A Founder's Guide

A step-by-step walkthrough of how successful founders use Catalyst to go from identifying a problem to launching their first product.

8 min readJan 2025
Technology

The Science Behind Opportunity Scoring

A deep dive into how Gemini 1.5 Pro analyzes problems and generates scores across our four key dimensions.

6 min readDec 2024
Insights

Why Most Startup Ideas Fail (And How to Avoid It)

Data-driven insights into common patterns behind failed startups, and how objective scoring can help you avoid the same pitfalls.

7 min readDec 2024
Guide

Building Your Innovation Vault: Best Practices

Tips for organizing and prioritizing your saved opportunities to build a pipeline of validated ideas ready for execution.

4 min readNov 2024
Product

Introducing Implementation Blueprints

Our newest feature generates step-by-step technical blueprints for turning scored opportunities into actionable projects.

3 min readNov 2024

More Coming Soon

We're actively publishing new guides and insights. Stay tuned for more content on opportunity discovery, validation, and execution.