home / skills / openclaw / skills / market-research-2
This skill helps you size markets, map competitors, and build customer personas using free data sources and practical, repeatable steps.
npx playbooks add skill openclaw/skills --skill market-research-2Review the files below or copy the command above to add this skill to your agents.
---
name: market-research
description: Conduct structured market research for a solopreneur business. Use when sizing a market, understanding industry dynamics, mapping the competitive landscape broadly, identifying trends, or building customer personas from external data. Covers TAM/SAM/SOM estimation, free data sources, trend analysis, and persona construction. Trigger on "research this market", "how big is this market", "understand the industry", "market trends", "who are the players in this space", "market analysis".
---
# Market Research
## Overview
Market research answers the questions your gut cannot: How big is this really? Who's already here? What's coming? What do customers actually look like? This playbook gives you a repeatable system using mostly free tools. Run it before launching, and refresh quarterly.
---
## Step 1: Define Your Research Questions First
Never open a browser without knowing what you're looking for. Write 3-5 specific questions. Everything you find must map back to one. Examples:
- How large is the addressable market for [X]?
- Who are the top 5 competitors and what are their actual weaknesses?
- What macro or industry trends will shape this space in the next 12-24 months?
- What does a typical customer in this market look like demographically and psychographically?
- What price points do existing solutions charge, and where are the gaps?
---
## Step 2: Market Sizing (TAM → SAM → SOM)
You do not need exact numbers. Order-of-magnitude is enough to make decisions.
**TAM (Total Addressable Market):** Everyone on earth who theoretically has this problem or need. Often found in industry reports (Google "[industry] market size report").
**SAM (Serviceable Addressable Market):** The slice of TAM you could realistically reach given your language, geography, channel, and positioning. Apply realistic filters: "Of the global TAM, how many are in English-speaking markets? How many use the platform/channel I can reach?"
**SOM (Serviceable Obtainable Market):** What you can realistically capture in Year 1. Typically 1-5% of SAM for a new entrant.
**When no report exists — estimate from first principles:**
1. Find a related population stat (e.g. "There are 60M freelancers in the US").
2. Apply a conversion funnel: "20% use project management tools → 12M. Of those, 10% have the specific pain I'm solving → 1.2M."
3. Multiply by realistic ARPU: "If each pays $15/month → $216M TAM."
4. Sanity-check against competitor revenue if any are public.
**Decision rule:** If your realistic SOM < $500K annual revenue potential, the market is too small to sustain a solo business at a healthy margin. Consider a broader niche or higher price point.
---
## Step 3: Free Data Source Toolkit
**Market size & industry data:**
- Google "industry name market size" — even headline numbers from reports are useful
- Statista (free snippets give key stats)
- IBISWorld, Grand View Research — free summaries
- SEC filings of public companies in the space (revenue, growth, strategy)
- Bureau of Labor Statistics — workforce and industry employment data
**Competitive & product intelligence:**
- Competitors' websites — pricing pages, feature lists, careers pages (hiring reveals strategy), blog topics (reveals what they think matters)
- G2, Capterra, Trustpilot, App Store — read 20+ reviews minimum. Categorize complaints.
- SimilarWeb (free tier) — traffic volume and source breakdown
- Crunchbase (free tier) — funding history, investors, founding dates
- LinkedIn company pages — headcount trends (growing = healthy signal)
**Trend & signal intelligence:**
- Google Trends — search interest over time
- Reddit — search within relevant subreddits for recurring themes
- Product Hunt — what's gaining traction in adjacent spaces
- Y Combinator batch announcements — what's getting funded signals what's coming
- Twitter/X — real-time industry conversation
- Industry newsletters — find 3-5 relevant ones and read for 2 weeks before deciding
---
## Step 4: Competitor Landscape Mapping
Map your top 5-7 competitors (or adjacent players if direct competitors are few). For each, build a profile:
```
NAME: [Company name]
URL: [link]
FOUNDED: [year]
FUNDING/REV: [what's publicly known]
TARGET: [who they serve — be specific]
VALUE PROP: [one sentence: why customers choose them]
PRICING: [model + price points]
TOP FEATURES: [3-5 things they do well]
STRENGTHS: [from their marketing + positive reviews]
WEAKNESSES: [from negative reviews and feature gaps]
TRAFFIC: [SimilarWeb estimate]
```
**After profiling all competitors, synthesize into three lists:**
1. **Table stakes** — things ALL competitors do. You must match these or customers won't consider you.
2. **Universal gaps** — things ALL competitors do poorly or skip entirely. This is your opportunity.
3. **Underserved segments** — customer types that no competitor targets well. This is your niche entry point.
---
## Step 5: Trend Analysis
Identify 3-5 trends relevant to your market. For each, assess:
1. **What is the trend?** (be specific, not "AI is big")
2. **Evidence:** 2-3 concrete data points or examples.
3. **Maturity:** Emerging (< 20% adoption) / Growing (20-50%) / Maturing (50%+) / Declining.
4. **Impact on your opportunity:** Tailwind (helps you) / Headwind (hurts you) / Neutral.
5. **Action:** What should you do because of this trend? (Build for it / Watch it / Ignore it / Avoid it)
---
## Step 6: Customer Persona Construction
Build 2-3 personas. These are not marketing fluff — they are decision-making tools. Every product, pricing, and messaging decision should be testable against "would Persona X care about this?"
```
PERSONA NAME: [fictional but grounded in data]
ROLE & INDUSTRY: [specific]
SENIORITY: [junior / mid / senior / founder]
COMPANY SIZE: [solo / 2-10 / 11-50 / 50+] (if B2B)
LOCATION: [region or work style: remote/hybrid/office]
ANNUAL INCOME: [range — relevant for pricing decisions]
DAILY REALITY:
- What does their typical workday look like around [your problem area]?
- What tools do they already use in this workflow?
PAIN POINTS: [top 3, ranked by severity — pull from reviews and interviews]
GOALS: [what they're trying to achieve professionally]
BUYING BEHAVIOR: [how they discover tools, decision timeline, budget authority]
CHANNELS: [where they spend time online — critical for marketing later]
QUOTE: [a real or realistic quote capturing their mindset — pull from forum posts or interviews]
```
---
## Step 7: Compile and Act
Produce a single Market Research document containing:
- Market size (TAM/SAM/SOM with sources)
- Top competitor profiles + synthesis (table stakes, gaps, underserved segments)
- 3-5 trends with impact assessment
- 2-3 customer personas
- **Recommended next actions** — numbered, specific, prioritized
Schedule a quarterly refresh. Markets move. What's true today may not be in 90 days.
This skill conducts structured market research tailored for a solopreneur. It provides a repeatable framework to size markets (TAM/SAM/SOM), map competitors, identify trends, and build actionable customer personas using mostly free public data. Use it before launch and for quarterly refreshes to keep strategy aligned with evidence.
I guide you to define 3–5 focused research questions, then run a market-sizing sequence from TAM to SOM using public reports and first-principles estimates. I collect signals from free sources (Google Trends, SimilarWeb, SEC filings, reviews, Reddit, LinkedIn) to profile competitors, surface gaps, and validate 3–5 trends. Finally I synthesize findings into competitor matrices, 2–3 personas, and prioritized next actions you can execute.
How accurate are TAM/SAM/SOM estimates from this process?
Estimates are order-of-magnitude and directional. They’re designed to inform go/no-go and prioritization, not investor-grade precision; validate with primary research if raising funds.
Which free sources provide the most reliable signals?
SEC filings and public company KPIs are highest quality for revenue trends; Google Trends and SimilarWeb are best for demand signals; review sites reveal customer pain points.