Discover your next product idea before everyone else
OnePerson scans 200+ channels — Hacker News, GitHub, Indie Hackers, Product Hunt, Reddit — and uses AI to find product opportunities ready for a solo founder to build.
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Latest Report
What we found this week
Signal Highlights by Category
LLM Token Efficiency & Optimization
Developers are aggressively seeking ways to reduce LLM costs and latency through compression and intelligent indexing.
AI Agent Operational Complexity
Developers are finding that the 'agent' logic is easier than the surrounding infrastructure, maintenance, and reliability.
Agentic Video Production
The shift from manual video editing to agent-driven, automated production pipelines is gaining significant traction.
Shift to Open Source AI Models
Strong sentiment shift towards self-hosting or using open models to avoid dependency on closed-source providers like Anthropic/OpenAI.
From discovery to decision, all in one place.
Reports to spot opportunities. Insights to understand the market. Guides to master the execution.
Reports
Weekly reports spot product opportunities from 65+ sources. Deep reports for each opportunity: competitive landscape, market sizing, pricing, and GTM — unlock with credits or membership.
Insights
In-depth industry analysis and trend research. Understand market dynamics, track emerging sectors, and make informed decisions before you build.
Guides
A complete product lifecycle framework for solo founders. From spotting opportunities to validating ideas and launching — step-by-step methodology.