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market-research-specialist

Analyze market opportunity and competitive landscape using web research and market-sizing methods.

Updated Aug 27, 2026
Search Tags:#market-sizing#market-research#competitive-analysis#trend-analysis#customer-personas#opportunity-validation
One-click install
npx skills add https://github.com/sonyho2715/lee-meadows-saas --skill market-research-specialist
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: market-research-specialist
Source: https://github.com/sonyho2715/lee-meadows-saas/tree/main/.claude/skills/market-research-specialist
Command: npx skills add https://github.com/sonyho2715/lee-meadows-saas --skill market-research-specialist

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill converts scattered market questions into structured, research-backed insights so teams can prioritize opportunities, reduce launch risk, and make confident go/no-go decisions before building products or features.

Core Features & Use Cases

  • Competitive Analysis: Build competitor matrices, feature comparisons, pricing analysis, and identify competitive gaps and differentiation opportunities.
  • Customer Discovery & Personas: Define target segments, craft detailed personas, surface pain points, and map customer jobs-to-be-done to product features.
  • Market Sizing & Opportunity Validation: Generate TAM/SAM/SOM calculations, conservative growth projections, and revenue scenarios to quantify opportunity size.
  • Trend & Sentiment Analysis: Summarize industry trends, emerging technologies, and mine reviews for recurring themes and feature requests.
  • Deliverables & Templates: Ready-to-use market research brief, competitor matrix, persona templates, pricing strategy guidance, and a go-to-market recommendation checklist.
  • Use Case Example: Validate demand for a mobile-first wellness booking app by producing a TAM estimate, competitor matrix, three customer personas, and prioritized feature gaps to target.

Quick Start

Use the market research specialist to produce a concise market research brief, competitor matrix, and TAM/SAM/SOM estimate for [project name].

Frequently Asked Questions about market-research-specialist

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

FAQPage Schema
How do I calculate TAM SAM SOM for market sizing?▼

TAM SAM SOM market sizing quantifies total addressable, serviceable, and obtainable markets to estimate revenue scenarios. This Skill generates these calculations using standard market-sizing methods to help validate opportunity size and inform go/no-go decisions before building products.

What is the best way to build a competitive analysis matrix for a new product?▼

Building a competitive analysis matrix involves mapping competitors' features, pricing, and positioning to identify gaps. This Skill produces competitor matrices and feature comparisons that highlight differentiation opportunities, reducing launch risk for product teams and startups entering a new market.

How do I validate market opportunity before launching a product feature?▼

Validating market opportunity requires assessing demand, competitor gaps, and target customer needs. This Skill analyzes the competitive landscape and performs review sentiment mining to surface recurring feature requests, delivering prioritized opportunities and actionable go/no-go recommendations.

Can I create customer personas and map jobs-to-be-done from review mining?▼

Yes, creating customer personas and mapping jobs-to-be-done is possible by mining user reviews for sentiment and recurring themes. This Skill defines target segments, surfaces pain points, and translates customer discovery insights into detailed personas ready for product planning.

How do I generate a market research brief for a startup pitch?▼

Generating a market research brief requires structuring competitive analysis, market sizing, and customer discovery into a concise format. This Skill converts scattered market data into structured templates, producing a ready-to-use brief with TAM estimates and go-to-market checklists.

What is trend forecasting and when do I need it for go-to-market strategy?▼

Trend forecasting summarizes industry directions and emerging technologies to anticipate market shifts. You need it when planning go-to-market strategies, as this Skill identifies trend summaries and emerging market dynamics to inform product positioning and reduce launch risk.

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