market-research

Size markets, map competitors, and extract user needs from public sources.

Updated Jan 7, 2026
One-click install
npx skills add https://github.com/aimskr/aims-claude-toolkit --skill market-research-aimskr
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: market-research
Source: https://github.com/aimskr/aims-claude-toolkit/tree/main/skills/market-research
Command: npx skills add https://github.com/aimskr/aims-claude-toolkit --skill market-research-aimskr

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Market research helps product teams validate opportunities, estimate market size, understand competition, and identify user needs before writing PRDs. It reduces guesswork and aligns stakeholders around data-driven opportunities.

Core Features & Use Cases

  • Market sizing: TAM/SAM/SOM estimation using bottom-up and top-down approaches.
  • Competitive intelligence: Landscape mapping, feature comparisons, and positioning analysis.
  • User needs discovery: Extracts pain points and unmet needs from public sources (reviews, forums, communities).
  • Trend analysis: Identifies technology, behavioral, and regulatory trends impacting opportunity.

Quick Start

Provide domain, problem hypothesis, and scope to begin a structured market research analysis.

Frequently Asked Questions about market-research

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I estimate market size for a new product idea?

To estimate market size for a new product idea, calculate TAM, SAM, and SOM using both top-down and bottom-up sizing approaches. This structured market sizing validates opportunities by leveraging industry data sources and publicly available information before PRD scoping.

What is competitive intelligence and how does it map the competitive landscape?

Competitive intelligence maps the competitive landscape by analyzing competitors through feature comparisons and positioning analysis. This structured competitive intelligence helps product teams understand market competition and align stakeholders around data-driven opportunities before writing PRDs.

How do I uncover user needs and pain points from public sources?

To uncover user needs and pain points from public sources, extract unmet needs from reviews, forums, and communities. This user needs discovery process reduces guesswork by identifying actual pain points rather than relying on assumptions during early product strategy formulation.

Can I use market research for early PRD scoping and opportunity validation?

Yes, you can use market research for early PRD scoping and opportunity validation by providing a domain, problem hypothesis, and scope. This structured market research applies analysis at quick, standard, or deep depths to align stakeholders around data-driven opportunities.

What data sources are required to perform trend analysis for product strategy?

Performing trend analysis for product strategy requires access to industry data sources and publicly available information. This structured trend analysis allows you to identify technology, behavioral, and regulatory trends impacting your market opportunity and overall product strategy.

What is the best way to validate market opportunities before writing a PRD?

The best way to validate market opportunities before writing a PRD is combining market sizing, competitive intelligence, user needs discovery, and trend analysis. This structured market research approach reduces guesswork and aligns stakeholders around data-driven opportunities.