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Market Research Report Generator

Business Operations Updated 2026.08.30

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About this skill

Market Research Report Generator: Solving Information Overload and Framework Gaps

The primary pain points in conducting market research are often fragmented information, a lack of systematic analysis frameworks, and a tedious process for converting data into reports. You might encounter a flood of industry reports, news, and financial statements in public channels, but integrating them into a coherent, well-structured research report can be daunting.

This skill provides a standardized analysis framework and report generation workflow, designed to transform scattered public information into a structured document for decision-making. It is not a fully automated system for data collection, but rather a tool that guides your thinking, supplements analysis, and outputs a professional document.

Core Capabilities and Workflow

The core of this skill is a 12-chapter structured analysis framework, covering the entire decision chain from market sizing to entry recommendations. Its workflow primarily involves three steps:

  • Focus the Inquiry: Quickly narrow the analysis scope through two key questions (research direction and dimensions of interest) to prevent scope creep.
  • Information Analysis and Framework Population: Based on the direction you provide, the skill attempts to fetch public data sources via web search (e.g., industry reports, financial filings, policy documents) and structures the analysis according to the preset 12 chapters (e.g., TAM/SAM/SOM market size calculation, Competitive Landscape analysis, Risk Warnings). Missing data is explicitly flagged for user supplementation.
  • Report Generation: The analysis is first organized into a Markdown format, then converted via a built-in script into a professionally formatted PDF report, featuring styled tables, clear heading hierarchies, and emphasis on key points.

Applicable Boundaries and Considerations

To use this skill effectively, it's crucial to understand its positioning and limitations:

  • Dependence on Public Information: Analysis quality heavily relies on the availability of public information. For non-public data (e.g., internal interviews, proprietary datasets), you need to supplement it into the analysis yourself.
  • Not Fully Automated Collection: The skill provides an analysis framework and generation tool. The "collection" step relies on its search of the public web, which may not cover all specialized databases.
  • Interactive Analysis: It is not a "one-click report" black box. You must provide a clear research direction (e.g., "smart home industry"), and may need to confirm prompts during the process. For complex charts (e.g., pie charts, line graphs), the current version suggests using tables or textual descriptions as alternatives.

In summary, it is suited for analysts, product managers, and entrepreneurs who need to kickstart market analysis quickly, build a report draft, or benefit from a structured framework to organize their thoughts. Understanding its nature as a "framework guide + generation tool" before use will help you leverage it effectively for your research tasks.

Use Cases

  • A startup team needs to quickly evaluate market size, competitive landscape, and potential risks before deciding whether to enter a new industry.
  • A product manager planning a new feature or service line needs to systematically analyze target users' pain points and existing market opportunities to define product direction.
  • A consultant or junior analyst is tasked with delivering a standardized, in-depth analysis report on a specific track for a client but lacks a unified framework and formatting tools.
  • The marketing department needs to conduct a comprehensive review and summary of industry trends, policy impacts, and competitor dynamics when formulating its annual strategy.

Best For

  • Entrepreneurs or project leads who need to quickly validate the feasibility of a new market opportunity.
  • Product or marketing managers responsible for conducting industry scans, competitive analyses, and regularly producing structured reports.
  • Consultants who prepare industry briefings or investment recommendations and need to enhance report professionalism and analytical framework consistency.
  • Students or junior analysts learning or practicing systematic business analysis who wish to use a standard framework to guide the process.