The most expensive mistake a founder can make is building for a problem that isn’t real.
Today, you can ship faster than ever. The hard part is finding verified evidence of demand before you commit time and capital.
We analyze online discussions at scale to uncover recurring complaints, switching behavior, and repeated requests for better tools within a specific niche or product category.
Product Weaknesses
Where current players consistently disappoint users.
Unresolved Workflow Failures
Processes users repeatedly describe as broken, inefficient, or unsupported.
Switching Signals
Instances where users are searching for alternatives due to failures in a product.
Viability & Entry Assessment
Discussion of opportunities where current software solutions fail or don't exist.
Describe a specific niche, existing product, or an idea for analysis.
