research

To structure market research and technical evaluation into a repeatable workflow, you need a unified framework that applies systematic intelligence gathering, tech stack discovery, and API assessments. This generates a comprehensive research report with defined questions, answers, confidence levels, and a decision matrix.

Competitive analysis involves gathering company profiles and market intelligence to evaluate rivals. A decision matrix supports this by structuring the technical evaluation and framework comparisons into a scored output, providing defined confidence levels and sources to guide actionable business decisions.

Yes, you can use this framework to perform an API assessment and tech stack discovery for a specific company. The workflow integrates technical evaluation checklists and MCP discovery to systematically evaluate APIs and map out the target company's technology stack.

The best way to compare frameworks during an LLM evaluation is to apply a structured technical evaluation checklist. This method systematically contrasts framework capabilities, producing a research report with defined confidence scores and sources to justify the final selection.

To generate a research report with confidence levels and sources for market intelligence, execute a targeted research cycle on your chosen company. The workflow synthesizes ICP profiles and competitive intel, outputting a structured document detailing findings, evidence, and a decision matrix.

No, you do not need predefined questions to start a systematic technical evaluation. The workflow inherently produces a research report that defines the specific questions, answers, and confidence levels required to assess frameworks and APIs effectively.