Articles
Data-backed commentary on market gaps, unsolved problems, and builder opportunities.
Beyond the Hype: Where AI 'Micro-Pains' Reveal the Next Big Opportunities
Everyone's talking about AI infrastructure and agents. But what about the everyday frustrations workers face when AI falls short? PainSignal data reveals a treasure trove of 'micro-pains' that YC's latest batch might be missing.
Beyond the Drill Bit: Finding Untapped Opportunities in Oil & Gas Tech
Everyone knows the oil & gas industry is modernizing, but the real problems and opportunities often get overlooked. It's not just about bigger tech, but smarter human systems.
AI's Documentation Revolution: Beyond the Codebase
Everyone's talking about AI writing code, but what about AI *reading* code for support? It's a game-changer for stale docs, yet our data shows that plenty of fundamental communication friction still bugs developers.
LLMs vs. Micro-SaaS: It's Not a Fair Fight for Everyone
A developer replacing a micro-SaaS with LLM-generated code in 20 minutes is a cool hack. But is it a death knell for SaaS? Our data points to a more nuanced reality, especially for non-technical founders.