market-research
Market Research — Orchestrator
Strategy — Entry point. Maps market landscape, competitors, and identifies gaps and opportunities.
Core Question: "What does the market look like, and where are the gaps worth filling?"
Critical Gates — Read First
- Sources >18 months old → flag as historical, not current. Don't present stale data as current intelligence.
- TAM/SAM/SOM without methodology is a guess. Every estimate needs method (top-down/bottom-up), source, and confidence.
- Adjacent competitors are the highest threat — never skip the adjacent check. Biggest threats come from adjacent categories expanding in.
- Never rely on training data for positions or pricing — use WebSearch. Competitor data changes constantly; verify live.
Philosophy
Rigor scales with stakes. Weekend project = quick scan; Series A pivot = deep intel. Evidence, not opinions — every claim cites a source, every opportunity has data.
Correctness > Verifiability > Completeness > Style.
More from hungv47/research-skills
icp-research
Builds ideal customer profiles and buyer personas — analyzes demographics, pain points, jobs-to-be-done, and segmentation for a target market. Produces `research/icp-research.md`. Not for competitive positioning (use prioritize) or campaign planning (use campaign-plan). For brand identity from audience data, see brand-system. For market sizing and competitor landscape, see market-research.
10problem-analysis
Structured diagnosis of business and strategic problems — builds logic trees, forms testable hypotheses, and identifies root causes with evidence. Produces `.agents/problem-analysis.md`. Not for code bugs (use code-cleanup) or brainstorming solutions to a known problem (use solution-design). For market-level trends and competitive context, see market-research. For testing hypotheses with experiments, see experiment.
9funnel-planner
Models business funnels with numeric targets — works backward from revenue goals to required traffic, conversion rates, and unit economics. Produces `.agents/skill-artifacts/meta/records/targets-*.md`. For campaign planning, see campaign-plan.
9solution-design
Brainstorms and prioritizes strategic solutions when the problem or goal is already clear — generates options, scores trade-offs, and recommends a path forward. Produces `.agents/solution-design.md`. Not for diagnosing what the problem is (use problem-analysis) or engineering task lists (use task-breakdown). For setting numeric targets after prioritizing, see funnel-planner. For technical architecture of chosen initiatives, see system-architecture.
9experiment
Designs validation experiments for business ideas — defines hypotheses, success metrics, sample sizes, and minimum viable tests before full commitment. Produces `.agents/experiment-[name].md`. Not for strategic prioritization (use solution-design) or market sizing (use market-research). For diagnosing root causes, see problem-analysis. For campaign planning, see imc-plan.
7content-research
Researches what short-form content to create — competitor ads, audience communities, trending topics, viral patterns, scroll-stop creative across social, ad, SMS, and OOH channels. Produces `.agents/mkt/content-research.md`. For long-form research (blog, case study, byline, PR, newsletter, app store listings) use content-research-long instead. Not for market landscape (use market-research) or audience personas (use icp-research). For writing the content itself, see content-short.
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