Market Tech Analyst is a skill published by agensi that provides a structured framework for evaluating new products, startup ideas, or feature initiatives. It synthesizes market sizing with technical feasibility, producing output that separates confirmed evidence from explicit assumptions, each labeled with a confidence rating of High, Medium, or Low.
The skill performs directional market sizing using both top-down and bottom-up estimation approaches to generate TAM, SAM, and SOM estimates. Alongside market figures, it decomposes technical requirements into infrastructure load, security implications, and time-to-scale analysis. This means an agent using this skill can produce an assessment that covers not just market opportunity but also the engineering realities that could block execution.
Risk mapping covers execution, integration, and adoption dimensions. Competitive intelligence identifies direct, adjacent, and substitute competitors to surface market whitespace. Every recommendation the skill generates includes a specific metric, a threshold value, and a timeframe, so outputs are actionable rather than advisory.
The skill is designed for startup evaluation, product roadmap prioritization, and AI platform opportunity assessments. It structures its output around objective framing and complexity ratings. It does not connect to live data sources or external APIs; all analysis is grounded in information provided to it at runtime. It is not a substitute for primary market research or due diligence backed by real customer data.