
Market Research Analysis
- 8 installs
- 80 repo stars
- Updated May 18, 2026
- manojbajaj95/gtm-skills
Helps with ai & agent building tasks.
About
market-research-analysis is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.
- market-research-analysis
- AI & Agent Building
- AI-coding skill
Market Research Analysis by the numbers
- 8 all-time installs (skills.sh)
- Ranked #12,339 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
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| Installs | 8 |
|---|---|
| repo stars | ★ 80 |
| Last updated | May 18, 2026 |
| Repository | manojbajaj95/gtm-skills ↗ |
What it does
Helps with ai & agent building tasks.
Files
Market Research & Analysis
Workspace Context
Read bootstrap context before asking questions: strategy/brand.md for brand, audience, offer, channels, tools, constraints, and metrics; about/me.md for personal voice; content/ideas.md and content/calendar.md for content planning. Use legacy product-marketing context files only as fallback. Save generated drafts to content/<platform>/drafts/YYYY-MM-DD_short-topic-slug.md, and route durable learnings back to strategy/brand.md, about/me.md, or content/ideas.md.
Operating Contract
This skill is self-contained for its frontmatter scope: use its local instructions, references, scripts, and assets as the playbook; ask only for missing task-specific inputs; hand off to adjacent skills instead of expanding scope; and return an actionable artifact, decision, plan, draft, or diagnostic.
Expert market research skill — from market sizing and competitive analysis through consumer research and professional consulting-grade reports with LaTeX formatting and visual generation.
---
Quick Start
Choose your workflow: 1. Market Sizing — TAM/SAM/SOM calculations 2. Competitive Analysis — Landscape mapping and positioning 3. Consumer Research — Surveys, interviews, behavior analysis 4. Professional Report — 50+ page consulting-style report with LaTeX + visuals
---
Market Sizing (TAM → SAM → SOM)
Step 1: Define Scope
- Product/service being analyzed
- Geography (target regions)
- Customer segment (who specifically)
- Time frame (current year or 5-year projection)
Step 2: Calculate TAM (Top-Down)
TAM = Total market demand at 100% market share
= (Total potential customer base) × (avg contract value)
Data sources: Gartner, Forrester, IBISWorld, government statistics, trade associationsStep 3: Calculate SAM
SAM = Portion of TAM you can realistically serve
Apply filters: geographic constraints, product limitations, customer size constraints
Typically 5-20% of TAMStep 4: Calculate SOM
SOM = Realistic near-term market share (1-3 years)
Conservative benchmarks:
Year 1: 0.1-0.5% of SAM
Year 2: 0.5-2% of SAM
Year 3: 1-5% of SAMStep 5: Bottom-Up Validation
Bottom-up = (realistic target customers) × (conversion rate) × (ACV)
If top-down SOM / bottom-up > 3x → revisit top-down assumptions---
Competitive Landscape Analysis
Competitor Categories
| Type | Definition | Example |
|---|---|---|
| Direct | Same product, same customer | Asana vs Monday.com |
| Indirect | Different product, same problem | Asana vs Excel |
| Substitute | Alternative way to address need | Asana vs consultants |
| Potential | Could enter market easily | Microsoft, Google |
Competitive Intelligence Sources
- Company websites (pricing, features, positioning)
- App store reviews (G2, Capterra — look for "appears X times" keywords)
- Crunchbase (funding, valuation, growth trajectory)
- Job postings (what they're investing in)
- LinkedIn (employee count trends, key hires)
- Gartner Magic Quadrant (market positioning)
Positioning Map Template
Create a 2D matrix:
- X-axis: Price (Low → High)
- Y-axis: Feature complexity / target segment (Simple → Advanced)
Plot all competitors. Look for gaps — unserved or underserved quadrants = market opportunity.
---
Core Analysis Frameworks
Porter's Five Forces (rate each High / Medium / Low)
1. Threat of New Entrants — Barriers to entry, capital requirements, brand loyalty 2. Supplier Power — Concentration, switching costs, substitute inputs 3. Buyer Power — Concentration, price sensitivity, switching costs 4. Threat of Substitutes — Alternatives, switching costs, price/performance tradeoff 5. Competitive Rivalry — Number of competitors, industry growth, differentiation
PESTLE Analysis
| Dimension | Key Questions |
|---|---|
| Political | Regulatory environment, trade policies |
| Economic | Growth rates, inflation, currency risks |
| Social | Demographics, consumer behavior shifts |
| Technological | Disruptive technologies, R&D activity |
| Legal | Compliance requirements, IP landscape |
| Environmental | Sustainability trends, regulations |
SWOT + BCG Matrix
For competitive landscape: map competitors on BCG Matrix (market growth vs market share) to identify Stars, Cash Cows, Question Marks, Dogs.
---
Consumer Research
Survey Design
Van Westendorp Pricing: Ask customers 4 questions to find optimal price point: 1. At what price is this too expensive to consider? 2. At what price is this so cheap you doubt the quality? 3. At what price does this start to feel expensive (but not off the table)? 4. At what price is this a great value/bargain?
Plot cumulative % — OPP (Optimal Price Point) = intersection of "too expensive" and "too cheap."
Anti-pattern: Never use leading questions ("Don't you think our innovative product..."). Always include negative response options.
Interview Framework
For qualitative research:
- Define clear research objectives first
- Minimum 5-10 interviews for directional insight, 15-20 for patterns
- Focus on jobs to be done and pain points, not feature preferences
- Capture verbatim language — exact phrases are more valuable than summaries
Quality Checklist
- [ ] Research objectives clearly defined and measurable
- [ ] Sample is representative of target market
- [ ] Mix of qualitative (why) and quantitative (how many) methods
- [ ] No leading or biased questions
- [ ] Insights are actionable, not just "interesting facts"
- [ ] Limitations acknowledged
---
Professional Market Research Reports
Generates consulting-grade reports (50+ pages) modeled on McKinsey, BCG, Gartner deliverables.
Report Structure (~66 pages target)
Front Matter (~5 pages): Cover page · Table of Contents · Executive Summary (investment thesis, key findings, top 5 recommendations)
Core Analysis (~35 pages):
| Chapter | Pages | Key Frameworks |
|---|---|---|
| Market Overview & Definition | 4-5 | Industry structure |
| Market Size & Growth | 6-8 | TAM/SAM/SOM, regional breakdown |
| Industry Drivers & Trends | 5-6 | PESTLE, driver impact matrix |
| Competitive Landscape | 6-8 | Porter's Five Forces, positioning matrix |
| Customer Analysis | 4-5 | Segmentation, customer journey |
| Technology & Innovation | 4-5 | Technology roadmap, adoption curve |
| Regulatory & Policy | 3-4 | Regulatory timeline |
| Risk Analysis | 3-4 | Risk heatmap, mitigation matrix |
Strategic Recommendations (~10 pages): Opportunity matrix · Implementation roadmap · Investment thesis
Back Matter (~5 pages): Methodology · Data tables · Company profiles · Bibliography
Visual Generation (generate 6 priority visuals first)
# Batch generate all core visuals
python scripts/generate_market_visuals.py \
--topic "[MARKET NAME]" --output-dir figures/| Priority | Visual | Tool |
|---|---|---|
| 1 | Market growth trajectory | scientific-schematics |
| 2 | TAM/SAM/SOM concentric circles | scientific-schematics |
| 3 | Porter's Five Forces | scientific-schematics |
| 4 | Competitive positioning matrix (2×2) | scientific-schematics |
| 5 | Risk heatmap | scientific-schematics |
| 6 | Executive summary infographic | generate-image |
LaTeX Compilation
# Initialize project structure
writing_outputs/YYYYMMDD_HHMMSS_market_report_[topic]/
├── drafts/v1_market_report.tex ← use assets/market_report_template.tex as base
├── figures/
├── references/references.bib
└── final/
# Compile
cd drafts/
xelatex v1_market_report.tex && bibtex v1_market_report
xelatex v1_market_report.tex && xelatex v1_market_report.texUse \usepackage{market_research} (from assets/market_research.sty).
Colored box environments:
\begin{keyinsightbox}[Key Finding]...\end{keyinsightbox} % blue
\begin{marketdatabox}[Market Snapshot]...\end{marketdatabox} % green
\begin{riskbox}[Critical Risk]...\end{riskbox} % orange
\begin{recommendationbox}[Recommendation]...\end{recommendationbox} % purpleSee assets/FORMATTING_GUIDE.md for complete LaTeX reference. See assets/market_report_template.tex for the full report template.
Report Quality Standards
- Data: No older than 2 years; all statistics attributed; projections state assumptions
- Writing: Specific numbers over vague qualifiers; insights first, then data; active voice
- Visuals: 300 DPI minimum; colorblind-friendly palette; all axes/legends labeled; sources in captions
- Length: 50+ pages — if under, expand appendix data tables and add regional breakdowns
Pre-Submission Checklist
- [ ] Cover page, ToC, List of Figures, Executive Summary
- [ ] All 11 chapters present (no placeholder sections)
- [ ] 6 core visuals generated and rendering
- [ ] All statistics sourced; projections include assumptions
- [ ] PDF compiles without errors; cross-references work
- [ ] Page count >50
---
References & Assets
scripts/generate_market_visuals.py— Batch visual generation for reportsassets/market_research.sty— LaTeX style packageassets/market_report_template.tex— Full report templateassets/FORMATTING_GUIDE.md— Complete LaTeX formatting referencereferences/report_structure_guide.md— Detailed chapter-by-chapter guidancereferences/data_analysis_patterns.md— Analysis patterns and common calculationsreferences/visual_generation_guide.md— Visual creation workflows
---
Related Skills
marketing-strategy— Market opportunity within product strategygo-to-market-strategy— Applying market research to launch planningpricing-strategy— Using market research for pricing decisions
Market Research Report Formatting Guide
Quick reference for using the market_research.sty style package.
Color Palette
Primary Colors
| Color Name | RGB | Hex | Usage |
|---|---|---|---|
primaryblue | (0, 51, 102) | #003366 | Headers, titles, links |
secondaryblue | (51, 102, 153) | #336699 | Subsections, secondary elements |
lightblue | (173, 216, 230) | #ADD8E6 | Key insight box backgrounds |
accentblue | (0, 120, 215) | #0078D7 | Accent highlights, opportunity boxes |
Secondary Colors
| Color Name | RGB | Hex | Usage |
|---|---|---|---|
accentgreen | (0, 128, 96) | #008060 | Market data boxes, positive indicators |
lightgreen | (200, 230, 201) | #C8E6C9 | Market data box backgrounds |
warningorange | (255, 140, 0) | #FF8C00 | Risk boxes, warnings |
alertred | (198, 40, 40) | #C62828 | Critical risks |
recommendpurple | (103, 58, 183) | #673AB7 | Recommendation boxes |
Neutral Colors
| Color Name | RGB | Hex | Usage |
|---|---|---|---|
darkgray | (66, 66, 66) | #424242 | Body text |
mediumgray | (117, 117, 117) | #757575 | Secondary text |
lightgray | (240, 240, 240) | #F0F0F0 | Backgrounds, callout boxes |
tablealt | (245, 247, 250) | #F5F7FA | Alternating table rows |
---
Box Environments
Key Insight Box (Blue)
For major findings, insights, and important discoveries.
\begin{keyinsightbox}[Custom Title]
The market is projected to grow at 15.3% CAGR through 2030, driven by
increasing enterprise adoption and favorable regulatory conditions.
\end{keyinsightbox}Market Data Box (Green)
For market statistics, metrics, and data highlights.
\begin{marketdatabox}[Market Snapshot]
\begin{itemize}
\item \textbf{Market Size (2024):} \marketsize{45.2 billion}
\item \textbf{Projected Size (2030):} \marketsize{98.7 billion}
\item \textbf{CAGR:} \growthrate{15.3}
\end{itemize}
\end{marketdatabox}Risk Box (Orange/Warning)
For risk factors, warnings, and cautions.
\begin{riskbox}[Market Risk]
Regulatory changes in the European Union could impact 40% of market
participants within the next 18 months.
\end{riskbox}Critical Risk Box (Red)
For high-severity or critical risks.
\begin{criticalriskbox}[Critical: Supply Chain Disruption]
A major supply chain disruption could result in 6-12 month delays
and 30% cost increases.
\end{criticalriskbox}Recommendation Box (Purple)
For strategic recommendations and action items.
\begin{recommendationbox}[Strategic Recommendation]
\begin{enumerate}
\item Prioritize market entry in Asia-Pacific region
\item Develop strategic partnerships with local distributors
\item Invest in localization of product offerings
\end{enumerate}
\end{recommendationbox}Callout Box (Gray)
For definitions, notes, and supplementary information.
\begin{calloutbox}[Definition: TAM]
Total Addressable Market (TAM) represents the total revenue opportunity
available if 100% market share was achieved.
\end{calloutbox}Executive Summary Box
Special styling for executive summary highlights.
\begin{executivesummarybox}[Executive Summary]
Key findings and highlights of the report...
\end{executivesummarybox}Opportunity Box (Teal/Accent Blue)
For opportunities and positive findings.
\begin{opportunitybox}[Growth Opportunity]
The Asia-Pacific market represents a \$15 billion opportunity
growing at 22% CAGR.
\end{opportunitybox}Framework Boxes
For strategic analysis frameworks.
% SWOT Analysis
\begin{swotbox}[SWOT Analysis Summary]
Content...
\end{swotbox}
% Porter's Five Forces
\begin{porterbox}[Porter's Five Forces Analysis]
Content...
\end{porterbox}---
Pull Quotes
For highlighting important statistics or quotes.
\begin{pullquote}
"The convergence of AI and healthcare represents a \$199 billion
opportunity by 2034."
\end{pullquote}---
Stat Boxes
For highlighting key statistics (use in rows of 3).
\begin{center}
\statbox{\$45.2B}{Market Size 2024}
\statbox{15.3\%}{CAGR 2024-2030}
\statbox{23\%}{Market Leader Share}
\end{center}---
Custom Commands
Highlighting Text
\highlight{Important text} % Blue boldMarket Size Formatting
\marketsize{45.2 billion} % Outputs: $45.2 billion in greenGrowth Rate Formatting
\growthrate{15.3} % Outputs: 15.3% in greenRisk Indicators
\riskhigh{} % Outputs: HIGH in red
\riskmedium{} % Outputs: MEDIUM in orange
\risklow{} % Outputs: LOW in greenRating Stars (1-5)
\rating{4} % Outputs: ★★★★☆Trend Indicators
\trendup{} % Green up triangle
\trenddown{} % Red down triangle
\trendflat{} % Gray right arrow---
Table Formatting
Standard Table with Alternating Rows
\begin{table}[htbp]
\centering
\caption{Market Size by Region}
\begin{tabular}{@{}lrrr@{}}
\toprule
\textbf{Region} & \textbf{Size} & \textbf{Share} & \textbf{CAGR} \\
\midrule
North America & \$18.2B & 40.3\% & 12.5\% \\
\rowcolor{tablealt} Europe & \$12.1B & 26.8\% & 14.2\% \\
Asia-Pacific & \$10.5B & 23.2\% & 18.7\% \\
\rowcolor{tablealt} Rest of World & \$4.4B & 9.7\% & 11.3\% \\
\midrule
\textbf{Total} & \textbf{\$45.2B} & \textbf{100\%} & \textbf{15.3\%} \\
\bottomrule
\end{tabular}
\label{tab:regional}
\end{table}Table with Trend Indicators
\begin{tabular}{@{}lrrl@{}}
\toprule
\textbf{Company} & \textbf{Revenue} & \textbf{Share} & \textbf{Trend} \\
\midrule
Company A & \$5.2B & 15.3\% & \trendup{} +12\% \\
Company B & \$4.8B & 14.1\% & \trenddown{} -3\% \\
Company C & \$4.2B & 12.4\% & \trendflat{} +1\% \\
\bottomrule
\end{tabular}---
Figure Formatting
Standard Figure
\begin{figure}[htbp]
\centering
\includegraphics[width=0.9\textwidth]{../figures/market_growth.png}
\caption{Market Growth Trajectory (2020-2030)}
\label{fig:growth}
\end{figure}Figure with Source Attribution
\begin{figure}[htbp]
\centering
\includegraphics[width=0.85\textwidth]{../figures/market_share.png}
\caption{Market Share Distribution (2024)}
\figuresource{Company annual reports, industry analysis}
\label{fig:market_share}
\end{figure}---
List Formatting
Bullet Lists
\begin{itemize}
\item First item with automatic blue bullet
\item Second item
\item Third item
\end{itemize}Numbered Lists
\begin{enumerate}
\item First item with blue number
\item Second item
\item Third item
\end{enumerate}Nested Lists
\begin{itemize}
\item Main point
\begin{itemize}
\item Sub-point A
\item Sub-point B
\end{itemize}
\item Another main point
\end{itemize}---
Title Page
Using the Custom Title Command
\makemarketreporttitle
{Market Title} % Report title
{Subtitle Here} % Subtitle
{../figures/cover.png} % Hero image (leave empty for no image)
{January 2025} % Date
{Market Intelligence Team} % Author/prepared byManual Title Page
See the template for full manual title page code.
---
Appendix Sections
\appendix
\chapter{Methodology}
\appendixsection{Data Sources}
Content that appears in table of contents...---
Common Patterns
Market Snapshot Section
\begin{marketdatabox}[Market Snapshot]
\begin{itemize}
\item \textbf{Current Market Size:} \marketsize{45.2 billion}
\item \textbf{Projected Size (2030):} \marketsize{98.7 billion}
\item \textbf{CAGR:} \growthrate{15.3}
\item \textbf{Largest Segment:} Enterprise (42\% share)
\item \textbf{Fastest Growing Region:} APAC (\growthrate{22.1} CAGR)
\end{itemize}
\end{marketdatabox}Risk Register Summary
\begin{table}[htbp]
\centering
\caption{Risk Assessment Summary}
\begin{tabular}{@{}llccl@{}}
\toprule
\textbf{Risk} & \textbf{Category} & \textbf{Prob.} & \textbf{Impact} & \textbf{Rating} \\
\midrule
Market disruption & Market & High & High & \riskhigh{} \\
\rowcolor{tablealt} Regulatory change & Regulatory & Med & High & \riskhigh{} \\
New entrant & Competitive & Med & Med & \riskmedium{} \\
\rowcolor{tablealt} Tech obsolescence & Technology & Low & High & \riskmedium{} \\
Currency fluctuation & Financial & Med & Low & \risklow{} \\
\bottomrule
\end{tabular}
\end{table}Competitive Comparison Table
\begin{table}[htbp]
\centering
\caption{Competitive Comparison}
\begin{tabular}{@{}lccccc@{}}
\toprule
\textbf{Factor} & \textbf{Co. A} & \textbf{Co. B} & \textbf{Co. C} & \textbf{Co. D} \\
\midrule
Market Share & \rating{5} & \rating{4} & \rating{3} & \rating{2} \\
\rowcolor{tablealt} Product Quality & \rating{4} & \rating{5} & \rating{3} & \rating{4} \\
Price Competitiveness & \rating{3} & \rating{3} & \rating{5} & \rating{4} \\
\rowcolor{tablealt} Innovation & \rating{5} & \rating{4} & \rating{2} & \rating{3} \\
Customer Service & \rating{4} & \rating{4} & \rating{4} & \rating{5} \\
\bottomrule
\end{tabular}
\end{table}---
Troubleshooting
Box Overflow
If box content overflows the page, break into multiple boxes or use page breaks:
\newpage
\begin{keyinsightbox}[Continued...]Figure Placement
Use [htbp] for flexible placement, or [H] (requires float package) for exact placement:
\begin{figure}[H] % Requires \usepackage{float}Table Too Wide
Use \resizebox or adjustbox:
\resizebox{\textwidth}{!}{
\begin{tabular}{...}
...
\end{tabular}
}Color Not Appearing
Ensure xcolor package is loaded with [table] option (already included in style file).
---
Compilation
Compile with XeLaTeX for best results:
xelatex report.tex
bibtex report
xelatex report.tex
xelatex report.texOr use latexmk:
latexmk -xelatex report.tex% !TEX program = xelatex
% Market Research Report Template
% Professional formatting for 50+ page comprehensive market reports
% Use with market_research.sty style package
\documentclass[11pt,letterpaper]{report}
\usepackage{market_research}
% ============================================================================
% DOCUMENT METADATA - CUSTOMIZE THESE
% ============================================================================
\newcommand{\reporttitle}{[MARKET NAME]}
\newcommand{\reportsubtitle}{Comprehensive Market Analysis Report}
\newcommand{\reportdate}{\today}
\newcommand{\reportauthor}{Market Intelligence Division}
\newcommand{\reportclassification}{Confidential}
% ============================================================================
% PDF METADATA
% ============================================================================
\hypersetup{
pdftitle={\reporttitle{} - \reportsubtitle{}},
pdfauthor={\reportauthor{}},
pdfsubject={Market Research Report},
pdfkeywords={market research, market analysis, competitive landscape, strategic analysis}
}
% ============================================================================
% DOCUMENT START
% ============================================================================
\begin{document}
% ============================================================================
% TITLE PAGE
% ============================================================================
% To use a hero image, replace the empty braces with the path:
% \makemarketreporttitle{\reporttitle}{\reportsubtitle}{../figures/cover_image.png}{\reportdate}{\reportauthor}
\begin{titlepage}
\centering
\vspace*{2cm}
{\Huge\bfseries\color{primaryblue} \reporttitle\\[0.5cm]}
{\LARGE\bfseries \reportsubtitle\\[1.5cm]}
% VISUAL: Generate hero/cover image
% python skills/generate-image/scripts/generate_image.py "Professional executive summary infographic for [MARKET] market research report, showing key metrics in modern data visualization style, blue and green color scheme, clean minimalist design" --output figures/cover_image.png
% Uncomment below when image is generated:
% \includegraphics[width=\textwidth]{../figures/cover_image.png}\\[1.5cm]
\vspace{4cm}
{\Large\bfseries Comprehensive Market Research Report\\[0.5cm]}
{\large Strategic Intelligence for Business Decision-Making\\[3cm]}
{\large
\textbf{Date:} \reportdate\\[0.3cm]
\textbf{Prepared By:} \reportauthor\\[0.3cm]
\textbf{Classification:} \reportclassification\\[0.3cm]
\textbf{Report Type:} Full Market Analysis
}
\vfill
{\footnotesize
\textit{This report contains market intelligence and strategic analysis based on publicly available data and proprietary research. All sources are cited and independently verifiable.}
}
\end{titlepage}
% ============================================================================
% FRONT MATTER
% ============================================================================
\pagenumbering{roman}
% Table of Contents
\tableofcontents
\newpage
% List of Figures
\listoffigures
\newpage
% List of Tables
\listoftables
\newpage
% ============================================================================
% MAIN CONTENT
% ============================================================================
\pagenumbering{arabic}
% ============================================================================
% EXECUTIVE SUMMARY (2-3 pages)
% ============================================================================
\chapter{Executive Summary}
\section{Report Overview}
This comprehensive market analysis examines the \reporttitle{} market, providing strategic intelligence for investors, executives, and strategic planners. The report synthesizes data from authoritative sources including market research firms, regulatory agencies, industry associations, and enterprise surveys.
% VISUAL: Executive summary infographic
% python skills/scientific-schematics/scripts/generate_schematic.py "Executive summary infographic showing 4 key metrics: Market Size $XX.XB (2024), CAGR XX.X%, Top 3 Players, and Key Trend. Use blue boxes with white text, professional layout" -o figures/exec_summary_infographic.png --doc-type report
\subsection{Market Snapshot}
\begin{marketdatabox}[Market Snapshot: \reporttitle{}]
\begin{itemize}[leftmargin=*]
\item \textbf{Current Market Size (2024):} \marketsize{X.XX billion}
\item \textbf{Projected Market Size (2034):} \marketsize{XX.XX billion}
\item \textbf{Compound Annual Growth Rate (CAGR):} \growthrate{XX.X}
\item \textbf{Growth Multiple:} Xx increase over 10 years
\item \textbf{Largest Segment:} [Segment Name] (XX\% market share)
\item \textbf{Fastest Growing Region:} [Region] (\growthrate{XX.X} CAGR)
\item \textbf{Current Enterprise Adoption:} XX\%
\end{itemize}
\end{marketdatabox}
\subsection{Investment Thesis}
The convergence of multiple market catalysts creates a compelling opportunity for investment and strategic action in the \reporttitle{} market:
\begin{keyinsightbox}[Key Investment Drivers]
\begin{enumerate}
\item \textbf{[Driver 1]:} [Brief explanation of why this driver creates opportunity]
\item \textbf{[Driver 2]:} [Brief explanation]
\item \textbf{[Driver 3]:} [Brief explanation]
\item \textbf{[Driver 4]:} [Brief explanation]
\end{enumerate}
\end{keyinsightbox}
\subsection{Key Findings}
\paragraph{Market Dynamics}
[Summarize the most important findings about market size, growth, and dynamics. Include 3-5 key statistics with sources.]
\paragraph{Competitive Landscape}
[Summarize competitive dynamics, market concentration, and key players. Include market share of top players.]
\paragraph{Growth Drivers}
[Summarize the primary factors driving market growth and their expected impact.]
\paragraph{Risk Factors}
[Summarize the key risks that could impact market development.]
\subsection{Strategic Recommendations}
Based on the comprehensive analysis presented in this report, we recommend the following strategic actions:
\begin{recommendationbox}[Top Strategic Recommendations]
\begin{enumerate}
\item \textbf{[Recommendation 1]:} [Action-oriented recommendation with expected outcome]
\item \textbf{[Recommendation 2]:} [Action-oriented recommendation with expected outcome]
\item \textbf{[Recommendation 3]:} [Action-oriented recommendation with expected outcome]
\item \textbf{[Recommendation 4]:} [Action-oriented recommendation with expected outcome]
\item \textbf{[Recommendation 5]:} [Action-oriented recommendation with expected outcome]
\end{enumerate}
\end{recommendationbox}
% ============================================================================
% CHAPTER 1: MARKET OVERVIEW & DEFINITION (4-5 pages)
% ============================================================================
\chapter{Market Overview \& Definition}
\section{Market Definition}
[Provide a clear, comprehensive definition of the market being analyzed. Include:
- What products/services are included
- What is explicitly excluded
- How this market relates to adjacent markets
- Industry classification codes if applicable (NAICS, SIC)]
\begin{calloutbox}[Market Definition]
The \reporttitle{} market encompasses [comprehensive definition]. This includes [included elements] and excludes [excluded elements].
\end{calloutbox}
\subsection{Scope and Boundaries}
\paragraph{Geographic Scope}
[Define the geographic boundaries of the analysis - global, regional, or specific countries.]
\paragraph{Product/Service Scope}
[Define what products and services are included in the market definition.]
\paragraph{Time Horizon}
[Specify the historical period analyzed and the forecast period.]
\subsection{Market Classification}
[Provide detailed market classification and taxonomy, including:
- Market segments
- Sub-segments
- Categories]
\section{Industry Ecosystem}
% VISUAL: Industry ecosystem diagram
% python skills/scientific-schematics/scripts/generate_schematic.py "Industry ecosystem diagram showing value chain from [Raw Materials/Inputs] on left through [Manufacturing/Processing] through [Distribution] to [End Users] on right. Include key players at each stage. Use blue boxes connected by arrows" -o figures/industry_ecosystem.png --doc-type report
[Describe the industry ecosystem and value chain, including:
- Key stakeholders and their roles
- Relationships between stakeholders
- Value creation at each stage
- Information and money flows]
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.95\textwidth]{../figures/industry_ecosystem.png}
\caption{Industry Ecosystem and Value Chain}
\label{fig:ecosystem}
\end{figure}
\subsection{Key Stakeholders}
[Describe each category of stakeholder:]
\paragraph{Suppliers/Vendors}
[Description of upstream suppliers and their role.]
\paragraph{Manufacturers/Service Providers}
[Description of core market participants.]
\paragraph{Distributors/Channels}
[Description of distribution and go-to-market channels.]
\paragraph{End Users/Customers}
[Description of customer segments and their needs.]
\paragraph{Regulators and Industry Bodies}
[Description of regulatory environment and industry associations.]
\section{Market Structure}
% VISUAL: Market structure diagram
% python skills/scientific-schematics/scripts/generate_schematic.py "Market structure diagram showing industry layers: [Core Market] in center, surrounded by [Adjacent Markets], with [Enabling Technologies] as foundation and [Regulatory Framework] as overlay. Use concentric rectangles" -o figures/market_structure.png --doc-type report
[Describe the structure of the market:]
\subsection{Market Concentration}
[Analyze market concentration using metrics like:
- Herfindahl-Hirschman Index (HHI)
- CR4/CR8 concentration ratios
- Market fragmentation assessment]
\subsection{Industry Lifecycle Stage}
[Identify where the market is in its lifecycle:
- Introduction
- Growth
- Maturity
- Decline]
\section{Historical Context}
[Provide historical background on the market:
- When did the market emerge?
- Key milestones in market development
- Major industry shifts and disruptions
- How has the market evolved over time?]
% ============================================================================
% CHAPTER 2: MARKET SIZE & GROWTH ANALYSIS (6-8 pages)
% ============================================================================
\chapter{Market Size \& Growth Analysis}
\section{Total Addressable Market (TAM)}
The Total Addressable Market represents the total revenue opportunity available if 100\% market share was achieved. Based on comprehensive analysis from multiple research sources:
% VISUAL: Market growth trajectory
% python skills/scientific-schematics/scripts/generate_schematic.py "Bar chart showing market growth from 2020 to 2034. Historical bars (2020-2024) in dark blue, projected bars (2025-2034) in light blue. Y-axis in billions USD, X-axis showing years. Include CAGR label. Title: [MARKET] Market Growth Trajectory" -o figures/market_growth_trajectory.png --doc-type report
\begin{table}[htbp]
\centering
\caption{Global \reporttitle{} Market Projections (2024-2034)}
\begin{tabular}{@{}lrrr@{}}
\toprule
\textbf{Year} & \textbf{Market Size (USD)} & \textbf{YoY Growth} & \textbf{CAGR} \\
\midrule
2024 & \$X.XX B & -- & -- \\
\rowcolor{tablealt} 2025 & \$X.XX B & XX.X\% & XX.X\% \\
2026 & \$X.XX B & XX.X\% & XX.X\% \\
\rowcolor{tablealt} 2027 & \$X.XX B & XX.X\% & XX.X\% \\
2028 & \$X.XX B & XX.X\% & XX.X\% \\
\rowcolor{tablealt} 2029 & \$X.XX B & XX.X\% & XX.X\% \\
2030 & \$X.XX B & XX.X\% & XX.X\% \\
\rowcolor{tablealt} 2031 & \$X.XX B & XX.X\% & XX.X\% \\
2032 & \$X.XX B & XX.X\% & XX.X\% \\
\rowcolor{tablealt} 2033 & \$X.XX B & XX.X\% & XX.X\% \\
2034 & \$X.XX B & XX.X\% & XX.X\% \\
\bottomrule
\end{tabular}
\label{tab:tam_projections}
\end{table}
\textbf{Source:} [Primary research source, year]
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.9\textwidth]{../figures/market_growth_trajectory.png}
\caption{Market Growth Trajectory (2020-2034)}
\label{fig:market_growth}
\end{figure}
\subsection{Historical Growth Analysis}
[Analyze historical market performance over the past 5-10 years:
- Historical CAGR
- Key growth periods and drivers
- Impact of major events (recessions, disruptions, etc.)
- Comparison to overall economic growth]
\subsection{Growth Projections Methodology}
[Explain the methodology behind growth projections:
- Key assumptions
- Data sources
- Modeling approach
- Confidence intervals]
\section{Serviceable Addressable Market (SAM)}
The Serviceable Addressable Market represents the portion of TAM that can be served given current product offerings, geographic presence, and regulatory constraints.
% VISUAL: TAM/SAM/SOM diagram
% python skills/scientific-schematics/scripts/generate_schematic.py "TAM SAM SOM concentric circle diagram. Outer circle: TAM $XXB (Total Addressable Market). Middle circle: SAM $XXB (Serviceable Addressable Market). Inner circle: SOM $XXB (Serviceable Obtainable Market). Labels with arrows pointing to each. Professional blue color scheme" -o figures/tam_sam_som.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.8\textwidth]{../figures/tam_sam_som.png}
\caption{TAM/SAM/SOM Market Opportunity Breakdown}
\label{fig:tam_sam_som}
\end{figure}
\begin{table}[htbp]
\centering
\caption{Market Segments Within SAM (2024 vs 2034)}
\begin{tabular}{@{}lrrrr@{}}
\toprule
\textbf{Segment} & \textbf{2024 Value} & \textbf{2034 Value} & \textbf{CAGR} & \textbf{Share} \\
\midrule
Segment A & \$X.XX B & \$XX.XX B & XX.X\% & XX\% \\
\rowcolor{tablealt} Segment B & \$X.XX B & \$XX.XX B & XX.X\% & XX\% \\
Segment C & \$X.XX B & \$XX.XX B & XX.X\% & XX\% \\
\rowcolor{tablealt} Segment D & \$X.XX B & \$XX.XX B & XX.X\% & XX\% \\
Segment E & \$X.XX B & \$XX.XX B & XX.X\% & XX\% \\
\midrule
\textbf{Total SAM} & \textbf{\$X.XX B} & \textbf{\$XX.XX B} & \textbf{XX.X\%} & \textbf{100\%} \\
\bottomrule
\end{tabular}
\label{tab:sam_segments}
\end{table}
\section{Serviceable Obtainable Market (SOM)}
The Serviceable Obtainable Market represents the realistic market share capture based on competitive dynamics, go-to-market capabilities, and strategic positioning.
\begin{keyinsightbox}[SOM Projections (2034)]
\textbf{Conservative Scenario (XX\% Market Share):} \marketsize{X.X billion}
\begin{itemize}
\item Assumes competitive market with multiple major players
\item Typical XX-XX month enterprise sales cycles
\item Focus on [specific segments]
\end{itemize}
\textbf{Base Case Scenario (XX\% Market Share):} \marketsize{X.X billion}
\begin{itemize}
\item Captures first-mover advantages in key segments
\item Strong product-market fit
\item Established partnership ecosystem
\end{itemize}
\textbf{Optimistic Scenario (XX\% Market Share):} \marketsize{X.X billion}
\begin{itemize}
\item Market leadership position
\item Platform effects and network advantages
\item Proprietary advantages and moats
\end{itemize}
\end{keyinsightbox}
\section{Regional Market Analysis}
% VISUAL: Regional breakdown
% python skills/scientific-schematics/scripts/generate_schematic.py "Pie chart or treemap showing regional market breakdown. North America XX%, Europe XX%, Asia-Pacific XX%, Latin America XX%, Middle East & Africa XX%. Use distinct colors for each region. Include both percentage and dollar values" -o figures/regional_breakdown.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.8\textwidth]{../figures/regional_breakdown.png}
\caption{Market Size by Region (2024)}
\label{fig:regional_breakdown}
\end{figure}
\begin{table}[htbp]
\centering
\caption{Regional Market Size and Growth}
\begin{tabular}{@{}lrrrr@{}}
\toprule
\textbf{Region} & \textbf{2024 Size} & \textbf{Share} & \textbf{CAGR} & \textbf{2034 Size} \\
\midrule
North America & \$X.XX B & XX.X\% & XX.X\% & \$XX.XX B \\
\rowcolor{tablealt} Europe & \$X.XX B & XX.X\% & XX.X\% & \$XX.XX B \\
Asia-Pacific & \$X.XX B & XX.X\% & XX.X\% & \$XX.XX B \\
\rowcolor{tablealt} Latin America & \$X.XX B & XX.X\% & XX.X\% & \$XX.XX B \\
Middle East \& Africa & \$X.XX B & XX.X\% & XX.X\% & \$XX.XX B \\
\midrule
\textbf{Global Total} & \textbf{\$X.XX B} & \textbf{100\%} & \textbf{XX.X\%} & \textbf{\$XX.XX B} \\
\bottomrule
\end{tabular}
\label{tab:regional_market}
\end{table}
\subsection{North America}
[Detailed analysis of North American market including US and Canada specifics.]
\subsection{Europe}
[Detailed analysis of European market including key country breakdowns.]
\subsection{Asia-Pacific}
[Detailed analysis of APAC market with focus on China, Japan, India, and emerging markets.]
\subsection{Rest of World}
[Analysis of Latin America, Middle East, and Africa markets.]
\section{Segment Analysis}
% VISUAL: Segment growth comparison
% python skills/scientific-schematics/scripts/generate_schematic.py "Horizontal bar chart comparing segment growth rates. Segments listed on Y-axis, CAGR percentage on X-axis. Bars colored from green (highest growth) to blue (lowest growth). Include data labels on each bar" -o figures/segment_growth.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.9\textwidth]{../figures/segment_growth.png}
\caption{Segment Growth Rate Comparison (CAGR 2024-2034)}
\label{fig:segment_growth}
\end{figure}
[Provide detailed analysis of each market segment including:
- Current size and market share
- Growth trajectory
- Key drivers for each segment
- Competitive dynamics within segment]
% ============================================================================
% CHAPTER 3: INDUSTRY DRIVERS & TRENDS (5-6 pages)
% ============================================================================
\chapter{Industry Drivers \& Trends}
\section{Primary Growth Drivers}
[Identify and analyze the key factors driving market growth:]
% VISUAL: Driver impact matrix
% python skills/scientific-schematics/scripts/generate_schematic.py "2x2 matrix showing market drivers. X-axis: Impact (Low to High). Y-axis: Likelihood (Low to High). Plot 8-10 drivers as circles. Upper-right quadrant labeled 'Critical Drivers', lower-right 'Watch Carefully', upper-left 'Monitor', lower-left 'Lower Priority'. Professional blue and green colors" -o figures/driver_impact_matrix.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.85\textwidth]{../figures/driver_impact_matrix.png}
\caption{Market Driver Impact Assessment Matrix}
\label{fig:driver_matrix}
\end{figure}
\subsection{Driver 1: [Name]}
[Detailed analysis of this driver including:
- How it affects the market
- Quantified impact
- Timeline for impact
- Supporting evidence and data]
\subsection{Driver 2: [Name]}
[Detailed analysis]
\subsection{Driver 3: [Name]}
[Detailed analysis]
\subsection{Driver 4: [Name]}
[Detailed analysis]
\subsection{Driver 5: [Name]}
[Detailed analysis]
\section{PESTLE Analysis}
% VISUAL: PESTLE diagram
% python skills/scientific-schematics/scripts/generate_schematic.py "PESTLE analysis diagram with center hexagon labeled 'Market' surrounded by 6 hexagons: Political (red), Economic (blue), Social (green), Technological (orange), Legal (purple), Environmental (teal). Each outer hexagon contains 2-3 bullet points of key factors" -o figures/pestle_analysis.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.9\textwidth]{../figures/pestle_analysis.png}
\caption{PESTLE Analysis Framework}
\label{fig:pestle}
\end{figure}
\subsection{Political Factors}
[Analysis of political factors affecting the market:
- Government policies
- Political stability
- Trade policies
- Tax regulations]
\subsection{Economic Factors}
[Analysis of economic factors:
- Economic growth
- Interest rates
- Inflation
- Exchange rates
- Consumer spending]
\subsection{Social Factors}
[Analysis of social factors:
- Demographics
- Cultural trends
- Consumer attitudes
- Workforce trends]
\subsection{Technological Factors}
[Analysis of technological factors:
- Technology adoption
- R\&D activity
- Automation
- Digital transformation]
\subsection{Legal Factors}
[Analysis of legal factors:
- Industry regulations
- Compliance requirements
- Intellectual property
- Employment laws]
\subsection{Environmental Factors}
[Analysis of environmental factors:
- Sustainability requirements
- Environmental regulations
- Climate impact
- Resource availability]
\section{Emerging Trends}
% VISUAL: Trends timeline
% python skills/scientific-schematics/scripts/generate_schematic.py "Horizontal timeline showing emerging trends from 2024 to 2030. Mark 6-8 trends at different points on timeline with icons and labels. Use different colors for Technology trends (blue), Market trends (green), and Regulatory trends (orange). Include brief descriptions below each trend" -o figures/trends_timeline.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=\textwidth]{../figures/trends_timeline.png}
\caption{Emerging Industry Trends Timeline}
\label{fig:trends}
\end{figure}
[Identify and analyze emerging trends that will shape the market:]
\subsection{Trend 1: [Name]}
[Detailed trend analysis]
\subsection{Trend 2: [Name]}
[Detailed trend analysis]
\subsection{Trend 3: [Name]}
[Detailed trend analysis]
\section{Growth Inhibitors}
[Identify factors that could slow market growth:
- Market barriers
- Resource constraints
- Adoption challenges
- Competitive pressures]
% ============================================================================
% CHAPTER 4: COMPETITIVE LANDSCAPE (6-8 pages)
% ============================================================================
\chapter{Competitive Landscape}
\section{Market Structure Analysis}
[Analyze the competitive structure of the market:]
\subsection{Market Concentration}
[Provide market concentration analysis:
- Number of competitors
- Market share distribution
- Concentration metrics (HHI, CR4)]
\section{Porter's Five Forces Analysis}
% VISUAL: Porter's Five Forces
% python skills/scientific-schematics/scripts/generate_schematic.py "Porter's Five Forces diagram. Center box labeled 'Competitive Rivalry: [HIGH/MEDIUM/LOW]'. Four boxes around it connected by arrows: 'Threat of New Entrants: [RATING]' (top), 'Bargaining Power of Suppliers: [RATING]' (left), 'Bargaining Power of Buyers: [RATING]' (right), 'Threat of Substitutes: [RATING]' (bottom). Color code by rating: High=red, Medium=orange, Low=green" -o figures/porters_five_forces.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.85\textwidth]{../figures/porters_five_forces.png}
\caption{Porter's Five Forces Analysis}
\label{fig:porter}
\end{figure}
\begin{porterbox}[Porter's Five Forces Summary]
\begin{tabular}{@{}ll@{}}
\textbf{Force} & \textbf{Rating} \\
\midrule
Threat of New Entrants & \riskmedium{} \\
Bargaining Power of Suppliers & \risklow{} \\
Bargaining Power of Buyers & \riskhigh{} \\
Threat of Substitutes & \risklow{} \\
Competitive Rivalry & \riskhigh{} \\
\end{tabular}
\end{porterbox}
\subsection{Threat of New Entrants}
[Detailed analysis of barriers to entry and threat level]
\subsection{Bargaining Power of Suppliers}
[Detailed analysis of supplier power dynamics]
\subsection{Bargaining Power of Buyers}
[Detailed analysis of buyer power dynamics]
\subsection{Threat of Substitutes}
[Detailed analysis of substitute products/services]
\subsection{Competitive Rivalry}
[Detailed analysis of competitive intensity]
\section{Market Share Analysis}
% VISUAL: Market share chart
% python skills/scientific-schematics/scripts/generate_schematic.py "Pie chart showing market share of top 10 companies. Company A XX%, Company B XX%, Company C XX%, [etc.], Others XX%. Use distinct colors for each company. Include legend with company names and percentages" -o figures/market_share.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.8\textwidth]{../figures/market_share.png}
\caption{Market Share by Company (2024)}
\label{fig:market_share}
\end{figure}
\begin{table}[htbp]
\centering
\caption{Top 10 Companies by Market Share}
\begin{tabular}{@{}clrrr@{}}
\toprule
\textbf{Rank} & \textbf{Company} & \textbf{Revenue} & \textbf{Share} & \textbf{YoY Growth} \\
\midrule
1 & Company A & \$X.XX B & XX.X\% & \trendup{} XX\% \\
\rowcolor{tablealt} 2 & Company B & \$X.XX B & XX.X\% & \trendup{} XX\% \\
3 & Company C & \$X.XX B & XX.X\% & \trendflat{} XX\% \\
\rowcolor{tablealt} 4 & Company D & \$X.XX B & XX.X\% & \trendup{} XX\% \\
5 & Company E & \$X.XX B & XX.X\% & \trenddown{} XX\% \\
\rowcolor{tablealt} 6 & Company F & \$X.XX B & XX.X\% & \trendup{} XX\% \\
7 & Company G & \$X.XX B & XX.X\% & \trendup{} XX\% \\
\rowcolor{tablealt} 8 & Company H & \$X.XX B & XX.X\% & \trendflat{} XX\% \\
9 & Company I & \$X.XX B & XX.X\% & \trendup{} XX\% \\
\rowcolor{tablealt} 10 & Company J & \$X.XX B & XX.X\% & \trenddown{} XX\% \\
\midrule
& Others & \$X.XX B & XX.X\% & -- \\
\bottomrule
\end{tabular}
\label{tab:market_share}
\end{table}
\section{Competitive Positioning}
% VISUAL: Competitive positioning matrix
% python skills/scientific-schematics/scripts/generate_schematic.py "2x2 competitive positioning matrix. X-axis: 'Market Focus' from Niche (left) to Broad (right). Y-axis: 'Solution Approach' from Product (bottom) to Platform (top). Plot 8-10 companies as labeled circles of varying sizes (representing market share). Include quadrant labels" -o figures/competitive_positioning.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.9\textwidth]{../figures/competitive_positioning.png}
\caption{Competitive Positioning Matrix}
\label{fig:competitive_positioning}
\end{figure}
[Analyze how competitors are positioned in the market based on key dimensions:]
\subsection{Strategic Groups}
% VISUAL: Strategic group map
% python skills/scientific-schematics/scripts/generate_schematic.py "Strategic group map with circles representing different strategic groups. X-axis: Geographic Scope (Regional to Global). Y-axis: Product Breadth (Narrow to Broad). Each circle contains multiple company names and is sized by collective market share. 4-5 distinct groups" -o figures/strategic_groups.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.85\textwidth]{../figures/strategic_groups.png}
\caption{Strategic Group Mapping}
\label{fig:strategic_groups}
\end{figure}
[Identify and describe strategic groups within the competitive landscape]
\section{Competitive Dynamics}
[Analyze competitive behaviors and dynamics:
- Recent M\&A activity
- Partnership announcements
- Product launches
- Pricing trends
- Geographic expansion]
\section{Barriers to Entry}
[Analyze barriers that protect incumbents and challenge new entrants:
- Capital requirements
- Regulatory barriers
- Technology barriers
- Brand and reputation
- Distribution access
- Economies of scale]
% ============================================================================
% CHAPTER 5: CUSTOMER ANALYSIS & SEGMENTATION (4-5 pages)
% ============================================================================
\chapter{Customer Analysis \& Segmentation}
\section{Customer Segmentation}
% VISUAL: Customer segmentation
% python skills/scientific-schematics/scripts/generate_schematic.py "Treemap or pie chart showing customer segments. Segment A XX% (large enterprises), Segment B XX% (mid-market), Segment C XX% (SMB), Segment D XX% (other). Size represents market share. Use distinct colors" -o figures/customer_segments.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.85\textwidth]{../figures/customer_segments.png}
\caption{Customer Segmentation by Market Share}
\label{fig:customer_segments}
\end{figure}
\begin{table}[htbp]
\centering
\caption{Customer Segment Analysis}
\begin{tabular}{@{}lrrrr@{}}
\toprule
\textbf{Segment} & \textbf{Size} & \textbf{Growth} & \textbf{Avg. Deal} & \textbf{CAC} \\
\midrule
Large Enterprise & \$X.XX B & XX\% & \$XXX K & \$XX K \\
\rowcolor{tablealt} Mid-Market & \$X.XX B & XX\% & \$XX K & \$X K \\
SMB & \$X.XX B & XX\% & \$X K & \$X K \\
\rowcolor{tablealt} Consumer & \$X.XX B & XX\% & \$XXX & \$XX \\
\bottomrule
\end{tabular}
\label{tab:customer_segments}
\end{table}
\subsection{Segment A: [Large Enterprise]}
[Detailed segment analysis including:
- Segment characteristics
- Buying behavior
- Key needs and pain points
- Decision-making process
- Willingness to pay]
\subsection{Segment B: [Mid-Market]}
[Detailed segment analysis]
\subsection{Segment C: [SMB]}
[Detailed segment analysis]
\subsection{Segment D: [Other]}
[Detailed segment analysis]
\section{Segment Attractiveness}
% VISUAL: Segment attractiveness matrix
% python skills/scientific-schematics/scripts/generate_schematic.py "2x2 segment attractiveness matrix. X-axis: Segment Size (Small to Large). Y-axis: Growth Rate (Low to High). Plot customer segments as circles. Upper-right: 'Priority', Upper-left: 'Invest to Grow', Lower-right: 'Harvest', Lower-left: 'Deprioritize'. Include segment labels" -o figures/segment_attractiveness.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.85\textwidth]{../figures/segment_attractiveness.png}
\caption{Customer Segment Attractiveness Matrix}
\label{fig:segment_attractiveness}
\end{figure}
[Analyze which segments are most attractive for investment and focus]
\section{Customer Needs Analysis}
[Identify and prioritize customer needs by segment:
- Functional needs
- Emotional needs
- Social needs
- Pain points
- Unmet needs]
\section{Buying Behavior}
[Analyze how customers buy in this market:
- Purchase triggers
- Decision-making process
- Key influencers
- Evaluation criteria
- Purchase channels]
% VISUAL: Customer journey
% python skills/scientific-schematics/scripts/generate_schematic.py "Customer journey diagram showing 5 stages: Awareness → Consideration → Decision → Implementation → Advocacy. Each stage shows key activities, pain points, and touchpoints. Use horizontal flow with icons for each stage" -o figures/customer_journey.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=\textwidth]{../figures/customer_journey.png}
\caption{Customer Journey Map}
\label{fig:customer_journey}
\end{figure}
% ============================================================================
% CHAPTER 6: TECHNOLOGY & INNOVATION LANDSCAPE (4-5 pages)
% ============================================================================
\chapter{Technology \& Innovation Landscape}
\section{Current Technology Stack}
[Describe the technology infrastructure and stack commonly used in the market]
\section{Technology Roadmap}
% VISUAL: Technology roadmap
% python skills/scientific-schematics/scripts/generate_schematic.py "Technology roadmap timeline from 2024 to 2030. Show 3 parallel tracks: Core Technology (blue), Emerging Technology (green), and Enabling Technology (orange). Mark key milestones and technology introductions on each track. Use horizontal timeline format" -o figures/technology_roadmap.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=\textwidth]{../figures/technology_roadmap.png}
\caption{Technology Evolution Roadmap (2024-2030)}
\label{fig:tech_roadmap}
\end{figure}
[Describe how technology is expected to evolve:
- Near-term (1-2 years)
- Medium-term (3-5 years)
- Long-term (5-10 years)]
\section{Emerging Technologies}
[Analyze emerging technologies that could impact the market:
- Technology description
- Current maturity level
- Expected timeline to mainstream adoption
- Potential impact on market]
\subsection{Technology 1: [Name]}
[Detailed analysis]
\subsection{Technology 2: [Name]}
[Detailed analysis]
\subsection{Technology 3: [Name]}
[Detailed analysis]
\section{Innovation Trends}
% VISUAL: Innovation matrix
% python skills/scientific-schematics/scripts/generate_schematic.py "Innovation adoption curve or hype cycle diagram showing where key technologies sit. From left to right: Innovation Trigger, Peak of Inflated Expectations, Trough of Disillusionment, Slope of Enlightenment, Plateau of Productivity. Plot 6-8 technologies at different points" -o figures/innovation_curve.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=\textwidth]{../figures/innovation_curve.png}
\caption{Technology Adoption Curve / Hype Cycle}
\label{fig:innovation}
\end{figure}
[Analyze innovation trends and R\&D activity:
- R\&D investment levels
- Patent filing trends
- Startup activity
- Corporate innovation initiatives]
\section{Technology Adoption Barriers}
[Identify barriers to technology adoption:
- Technical complexity
- Integration challenges
- Cost barriers
- Skills gaps
- Security/privacy concerns]
% ============================================================================
% CHAPTER 7: REGULATORY & POLICY ENVIRONMENT (3-4 pages)
% ============================================================================
\chapter{Regulatory \& Policy Environment}
\section{Current Regulatory Framework}
[Describe the current regulatory landscape:
- Key regulations
- Regulatory bodies
- Compliance requirements
- Enforcement mechanisms]
\section{Regulatory Timeline}
% VISUAL: Regulatory timeline
% python skills/scientific-schematics/scripts/generate_schematic.py "Regulatory timeline from 2020 to 2028. Show key regulatory milestones as markers on horizontal timeline. Past events in dark blue, future/upcoming in light blue. Include regulation names and effective dates. Mark current date with vertical line" -o figures/regulatory_timeline.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=\textwidth]{../figures/regulatory_timeline.png}
\caption{Regulatory Development Timeline}
\label{fig:regulatory_timeline}
\end{figure}
[Chronological analysis of regulatory developments]
\section{Regulatory Impact Analysis}
[Analyze how regulations impact the market:
- Compliance costs
- Market access implications
- Competitive implications
- Product/service requirements]
\section{Policy Trends}
[Identify policy trends that could affect the market:
- Government priorities
- Funding initiatives
- Trade policies
- Environmental policies]
\section{Regional Regulatory Differences}
[Compare regulatory environments across regions:
- North America
- Europe
- Asia-Pacific
- Other regions]
% ============================================================================
% CHAPTER 8: RISK ANALYSIS (3-4 pages)
% ============================================================================
\chapter{Risk Analysis}
\section{Risk Overview}
[Provide overview of key risks facing market participants]
\section{Risk Assessment}
% VISUAL: Risk heatmap
% python skills/scientific-schematics/scripts/generate_schematic.py "Risk heatmap matrix. X-axis: Impact (Low to Critical). Y-axis: Probability (Unlikely to Very Likely). Plot 10-12 risks as labeled circles. Color code: Green (low risk), Yellow (medium), Orange (high), Red (critical). Include risk labels" -o figures/risk_heatmap.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.9\textwidth]{../figures/risk_heatmap.png}
\caption{Risk Assessment Heatmap}
\label{fig:risk_heatmap}
\end{figure}
\begin{table}[htbp]
\centering
\caption{Risk Register Summary}
\begin{tabular}{@{}llccl@{}}
\toprule
\textbf{Risk} & \textbf{Category} & \textbf{Probability} & \textbf{Impact} & \textbf{Rating} \\
\midrule
Risk 1 & Market & High & High & \riskhigh{} \\
\rowcolor{tablealt} Risk 2 & Regulatory & Medium & High & \riskhigh{} \\
Risk 3 & Technology & Medium & Medium & \riskmedium{} \\
\rowcolor{tablealt} Risk 4 & Competitive & High & Medium & \riskmedium{} \\
Risk 5 & Operational & Low & High & \riskmedium{} \\
\rowcolor{tablealt} Risk 6 & Financial & Low & Medium & \risklow{} \\
\bottomrule
\end{tabular}
\label{tab:risk_register}
\end{table}
\subsection{Market Risks}
[Detailed analysis of market-related risks]
\subsection{Competitive Risks}
[Detailed analysis of competitive risks]
\subsection{Regulatory Risks}
[Detailed analysis of regulatory risks]
\subsection{Technology Risks}
[Detailed analysis of technology risks]
\subsection{Operational Risks}
[Detailed analysis of operational risks]
\subsection{Financial Risks}
[Detailed analysis of financial risks]
\section{Risk Mitigation Strategies}
% VISUAL: Risk mitigation matrix
% python skills/scientific-schematics/scripts/generate_schematic.py "Risk mitigation matrix showing risks in left column and corresponding mitigation strategies in right column. Connect risks to mitigations with arrows. Color code by risk severity. Include both prevention and response strategies" -o figures/risk_mitigation.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.9\textwidth]{../figures/risk_mitigation.png}
\caption{Risk Mitigation Framework}
\label{fig:risk_mitigation}
\end{figure}
[Describe strategies to mitigate identified risks]
\begin{riskbox}[Risk Mitigation Summary]
\begin{enumerate}
\item \textbf{[Risk 1]:} [Mitigation strategy]
\item \textbf{[Risk 2]:} [Mitigation strategy]
\item \textbf{[Risk 3]:} [Mitigation strategy]
\item \textbf{[Risk 4]:} [Mitigation strategy]
\end{enumerate}
\end{riskbox}
% ============================================================================
% CHAPTER 9: STRATEGIC OPPORTUNITIES & RECOMMENDATIONS (4-5 pages)
% ============================================================================
\chapter{Strategic Opportunities \& Recommendations}
\section{Opportunity Analysis}
% VISUAL: Opportunity matrix
% python skills/scientific-schematics/scripts/generate_schematic.py "2x2 opportunity matrix. X-axis: Market Attractiveness (Low to High). Y-axis: Ability to Win (Low to High). Plot 6-8 opportunities as labeled circles of varying sizes. Upper-right: 'Pursue Aggressively', Upper-left: 'Selective Investment', Lower-right: 'Build Capabilities', Lower-left: 'Avoid'" -o figures/opportunity_matrix.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.9\textwidth]{../figures/opportunity_matrix.png}
\caption{Strategic Opportunity Assessment Matrix}
\label{fig:opportunity_matrix}
\end{figure}
[Identify and analyze strategic opportunities in the market]
\subsection{Opportunity 1: [Name]}
\begin{opportunitybox}[Opportunity: [Name]]
\textbf{Description:} [Brief description]
\textbf{Market Size:} \marketsize{X.X billion}
\textbf{Growth Rate:} \growthrate{XX.X}
\textbf{Strategic Fit:} \rating{4}
\textbf{Investment Required:} \$XX million
\end{opportunitybox}
[Detailed analysis of the opportunity]
\subsection{Opportunity 2: [Name]}
[Detailed analysis]
\subsection{Opportunity 3: [Name]}
[Detailed analysis]
\section{Strategic Options Analysis}
[Analyze different strategic approaches:
- Build (organic development)
- Buy (M\&A)
- Partner (strategic alliances)
- Ignore (not pursue)]
\section{Prioritized Recommendations}
% VISUAL: Recommendation priority matrix
% python skills/scientific-schematics/scripts/generate_schematic.py "Priority matrix showing recommendations. X-axis: Effort/Investment (Low to High). Y-axis: Impact/Value (Low to High). Plot 6-8 recommendations. Upper-left: 'Quick Wins', Upper-right: 'Major Projects', Lower-left: 'Fill-ins', Lower-right: 'Thankless Tasks'. Label each recommendation" -o figures/recommendation_priority.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.85\textwidth]{../figures/recommendation_priority.png}
\caption{Recommendation Priority Framework}
\label{fig:recommendations}
\end{figure}
\begin{recommendationbox}[Strategic Recommendations]
\textbf{Tier 1: Immediate Priority}
\begin{enumerate}
\item \textbf{[Recommendation 1]:} [Detailed action with expected outcome, timeline, and investment]
\item \textbf{[Recommendation 2]:} [Detailed action]
\end{enumerate}
\textbf{Tier 2: Near-Term (6-12 months)}
\begin{enumerate}[start=3]
\item \textbf{[Recommendation 3]:} [Detailed action]
\item \textbf{[Recommendation 4]:} [Detailed action]
\end{enumerate}
\textbf{Tier 3: Medium-Term (1-2 years)}
\begin{enumerate}[start=5]
\item \textbf{[Recommendation 5]:} [Detailed action]
\item \textbf{[Recommendation 6]:} [Detailed action]
\end{enumerate}
\end{recommendationbox}
\section{Success Factors}
[Identify critical success factors for implementing recommendations:
- Organizational capabilities
- Resource requirements
- Timing considerations
- External dependencies]
% ============================================================================
% CHAPTER 10: IMPLEMENTATION ROADMAP (3-4 pages)
% ============================================================================
\chapter{Implementation Roadmap}
\section{Implementation Overview}
[Provide overview of implementation approach and timeline]
\section{Phased Implementation Plan}
% VISUAL: Implementation timeline
% python skills/scientific-schematics/scripts/generate_schematic.py "Gantt chart style implementation timeline showing 4 phases over 24 months. Phase 1: Foundation (months 1-6), Phase 2: Build (months 4-12), Phase 3: Scale (months 10-18), Phase 4: Optimize (months 16-24). Show overlapping phases with key milestones marked. Use different colors for each phase" -o figures/implementation_timeline.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=\textwidth]{../figures/implementation_timeline.png}
\caption{Implementation Roadmap Timeline}
\label{fig:implementation}
\end{figure}
\subsection{Phase 1: Foundation (Months 1-6)}
[Detailed activities and deliverables for Phase 1]
\subsection{Phase 2: Build (Months 4-12)}
[Detailed activities and deliverables for Phase 2]
\subsection{Phase 3: Scale (Months 10-18)}
[Detailed activities and deliverables for Phase 3]
\subsection{Phase 4: Optimize (Months 16-24)}
[Detailed activities and deliverables for Phase 4]
\section{Key Milestones}
% VISUAL: Milestone tracker
% python skills/scientific-schematics/scripts/generate_schematic.py "Milestone tracker showing 8-10 key milestones on a horizontal timeline. Each milestone has a date, name, and status indicator (completed=green checkmark, in-progress=yellow circle, upcoming=gray circle). Group by phase" -o figures/milestone_tracker.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=\textwidth]{../figures/milestone_tracker.png}
\caption{Key Implementation Milestones}
\label{fig:milestones}
\end{figure}
\begin{table}[htbp]
\centering
\caption{Implementation Milestones}
\begin{tabular}{@{}llll@{}}
\toprule
\textbf{Milestone} & \textbf{Target Date} & \textbf{Owner} & \textbf{Success Criteria} \\
\midrule
Milestone 1 & Month 3 & [Owner] & [Criteria] \\
\rowcolor{tablealt} Milestone 2 & Month 6 & [Owner] & [Criteria] \\
Milestone 3 & Month 9 & [Owner] & [Criteria] \\
\rowcolor{tablealt} Milestone 4 & Month 12 & [Owner] & [Criteria] \\
Milestone 5 & Month 18 & [Owner] & [Criteria] \\
\rowcolor{tablealt} Milestone 6 & Month 24 & [Owner] & [Criteria] \\
\bottomrule
\end{tabular}
\label{tab:milestones}
\end{table}
\section{Resource Requirements}
[Detail resource requirements for implementation:
- Team structure
- Budget allocation
- Technology requirements
- External support needs]
\section{Governance Structure}
[Define governance for implementation:
- Decision-making authority
- Reporting structure
- Review cadence
- Escalation paths]
% ============================================================================
% CHAPTER 11: INVESTMENT THESIS & FINANCIAL PROJECTIONS (3-4 pages)
% ============================================================================
\chapter{Investment Thesis \& Financial Projections}
\section{Investment Summary}
[Summarize the investment opportunity:
- Key value drivers
- Expected returns
- Investment timeline
- Risk-adjusted assessment]
\begin{executivesummarybox}[Investment Thesis]
The \reporttitle{} market presents a compelling investment opportunity characterized by:
\begin{itemize}
\item \textbf{Large Market:} \marketsize{XX billion} TAM growing at \growthrate{XX.X} CAGR
\item \textbf{Favorable Dynamics:} [Key market dynamics]
\item \textbf{Strong Drivers:} [Key growth drivers]
\item \textbf{Manageable Risks:} [Risk summary]
\item \textbf{Clear Path to Value:} [Value creation summary]
\end{itemize}
\end{executivesummarybox}
\section{Financial Projections}
% VISUAL: Financial projections
% python skills/scientific-schematics/scripts/generate_schematic.py "Financial projections chart showing revenue growth over 5 years. Bar chart for revenue with line overlay for growth rate. Three scenarios: Conservative (gray bars), Base Case (blue bars), Optimistic (green bars). Y-axis dual: Revenue ($M) and Growth (%). Include data labels" -o figures/financial_projections.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.9\textwidth]{../figures/financial_projections.png}
\caption{Financial Projections (5-Year)}
\label{fig:financials}
\end{figure}
\begin{table}[htbp]
\centering
\caption{Financial Projections Summary}
\begin{tabular}{@{}lrrrrr@{}}
\toprule
\textbf{Metric} & \textbf{Year 1} & \textbf{Year 2} & \textbf{Year 3} & \textbf{Year 4} & \textbf{Year 5} \\
\midrule
Revenue (\$M) & \$XX & \$XX & \$XX & \$XX & \$XX \\
\rowcolor{tablealt} Growth Rate & XX\% & XX\% & XX\% & XX\% & XX\% \\
Gross Margin & XX\% & XX\% & XX\% & XX\% & XX\% \\
\rowcolor{tablealt} EBITDA (\$M) & \$XX & \$XX & \$XX & \$XX & \$XX \\
EBITDA Margin & XX\% & XX\% & XX\% & XX\% & XX\% \\
\bottomrule
\end{tabular}
\label{tab:financials}
\end{table}
\section{Scenario Analysis}
% VISUAL: Scenario comparison
% python skills/scientific-schematics/scripts/generate_schematic.py "Scenario comparison chart showing 3 scenarios (Conservative, Base, Optimistic) across key metrics. Use grouped bar chart with metrics on X-axis (Revenue Y5, EBITDA Y5, Market Share, ROI) and values on Y-axis. Color code by scenario" -o figures/scenario_analysis.png --doc-type report
\begin{figure}[htbp]
\centering
% \includegraphics[width=0.85\textwidth]{../figures/scenario_analysis.png}
\caption{Scenario Analysis Comparison}
\label{fig:scenarios}
\end{figure}
\subsection{Conservative Scenario}
[Detailed assumptions and outcomes for conservative case]
\subsection{Base Case Scenario}
[Detailed assumptions and outcomes for base case]
\subsection{Optimistic Scenario}
[Detailed assumptions and outcomes for optimistic case]
\section{Key Assumptions}
[Document key assumptions underlying financial projections:
- Market growth assumptions
- Pricing assumptions
- Cost assumptions
- Competitive assumptions
- Timing assumptions]
\section{Sensitivity Analysis}
[Analyze sensitivity of projections to key variables:
- Revenue sensitivity to market growth
- Margin sensitivity to pricing
- Returns sensitivity to timing]
\section{Return Expectations}
[Summarize expected returns:
- ROI projections
- Payback period
- IRR estimates
- Multiple analysis]
% ============================================================================
% APPENDICES
% ============================================================================
\appendix
% ============================================================================
% APPENDIX A: METHODOLOGY & DATA SOURCES
% ============================================================================
\chapter{Methodology \& Data Sources}
\section{Research Methodology}
[Describe the research methodology used:
- Primary research methods
- Secondary research sources
- Data collection timeframe
- Analytical frameworks applied]
\section{Data Sources}
[List all data sources used in the report:
- Market research reports
- Industry databases
- Government statistics
- Company reports
- Expert interviews
- Academic publications]
\section{Limitations}
[Acknowledge limitations of the analysis:
- Data availability constraints
- Methodological limitations
- Forecast uncertainty
- Scope limitations]
% ============================================================================
% APPENDIX B: DETAILED MARKET DATA
% ============================================================================
\chapter{Detailed Market Data}
\section{Historical Market Data}
[Provide detailed historical market data tables]
\section{Regional Data Breakdown}
[Provide detailed regional market data]
\section{Segment Data Details}
[Provide detailed segment-level data]
\section{Competitive Data}
[Provide detailed competitive data tables]
% ============================================================================
% APPENDIX C: COMPANY PROFILES
% ============================================================================
\chapter{Company Profiles}
\section{Company A}
\begin{calloutbox}[Company Profile: Company A]
\textbf{Headquarters:} [Location]
\textbf{Revenue:} \$X.X billion (FY2024)
\textbf{Employees:} X,XXX
\textbf{Market Position:} [Position description]
\textbf{Key Products/Services:} [List]
\textbf{Recent Developments:} [Summary]
\end{calloutbox}
[Brief narrative description of company strategy and positioning]
\section{Company B}
[Company profile]
\section{Company C}
[Company profile]
\section{Company D}
[Company profile]
\section{Company E}
[Company profile]
% ============================================================================
% REFERENCES
% ============================================================================
\newpage
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%
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% ============================================================================
% END OF DOCUMENT
% ============================================================================
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Data Analysis Patterns for Market Research
Templates and frameworks for conducting rigorous market analysis.
---
Market Sizing Frameworks
TAM/SAM/SOM Analysis
Total Addressable Market (TAM) represents the total revenue opportunity if 100% market share was achieved.
Top-Down Approach
TAM = Total Industry Revenue (from market research reports)
Example:
- Global AI Software Market (2024): $184 billion
- Source: Gartner, IDC, or similarBottom-Up Approach
TAM = Number of Potential Customers × Average Revenue per Customer
Example:
- Number of enterprises globally: 400 million
- Target segment (large enterprises): 50,000
- Average annual spend on solution: $500,000
- TAM = 50,000 × $500,000 = $25 billionServiceable Addressable Market (SAM) represents the portion of TAM that can be served given product/service capabilities.
SAM = TAM × Applicable Segment %
Example:
- TAM: $25 billion
- Geographic constraint (North America only): 40%
- Product fit (enterprise only): 60%
- SAM = $25B × 40% × 60% = $6 billionServiceable Obtainable Market (SOM) represents realistic market share capture.
SOM = SAM × Achievable Market Share %
Example:
- SAM: $6 billion
- Conservative market share (5%): $300 million
- Base case market share (10%): $600 million
- Optimistic market share (15%): $900 millionGrowth Rate Calculation
CAGR (Compound Annual Growth Rate)
CAGR = (End Value / Start Value)^(1/n) - 1
Where n = number of years
Example:
- 2020 market size: $10 billion
- 2024 market size: $18 billion
- n = 4 years
- CAGR = (18/10)^(1/4) - 1 = 15.8%Year-over-Year Growth
YoY Growth = (Current Year - Previous Year) / Previous Year × 100
Example:
- 2023: $15 billion
- 2024: $18 billion
- YoY Growth = (18-15)/15 × 100 = 20%---
Porter's Five Forces Analysis
Framework Template
For each force, assess: HIGH, MEDIUM, or LOW
1. Threat of New Entrants
Factors to evaluate:
| Factor | Assessment | Notes |
|---|---|---|
| Capital requirements | High/Med/Low | $ required to enter |
| Economies of scale | Strong/Moderate/Weak | Incumbent advantages |
| Brand loyalty | High/Med/Low | Customer switching cost |
| Access to distribution | Easy/Moderate/Difficult | Channel availability |
| Regulatory barriers | High/Med/Low | Licensing, certifications |
| Proprietary technology | Critical/Important/Minor | IP and know-how |
| Expected retaliation | Aggressive/Moderate/Passive | Incumbent response |
Overall Assessment: [HIGH/MEDIUM/LOW]
Key Insights: [Summary of implications]
2. Bargaining Power of Suppliers
Factors to evaluate:
| Factor | Assessment | Notes |
|---|---|---|
| Supplier concentration | High/Med/Low | Number of suppliers |
| Switching costs | High/Med/Low | Cost to change suppliers |
| Supplier differentiation | High/Med/Low | Uniqueness of inputs |
| Forward integration threat | High/Med/Low | Can suppliers compete? |
| Importance to supplier | Critical/Important/Minor | Your share of their revenue |
| Substitute inputs | Many/Some/Few | Alternatives available |
Overall Assessment: [HIGH/MEDIUM/LOW]
3. Bargaining Power of Buyers
Factors to evaluate:
| Factor | Assessment | Notes |
|---|---|---|
| Buyer concentration | High/Med/Low | Few large vs. many small |
| Purchase volume | Large/Medium/Small | Relative importance |
| Switching costs | Low/Med/High | Cost to change vendors |
| Price sensitivity | High/Med/Low | Focus on price vs. value |
| Backward integration threat | High/Med/Low | Can buyers self-supply? |
| Information availability | Full/Partial/Limited | Market transparency |
Overall Assessment: [HIGH/MEDIUM/LOW]
4. Threat of Substitutes
Factors to evaluate:
| Factor | Assessment | Notes |
|---|---|---|
| Substitute availability | Many/Some/Few | Number of alternatives |
| Price-performance ratio | Better/Same/Worse | Value comparison |
| Switching costs | Low/Med/High | Friction to substitute |
| Buyer propensity to switch | High/Med/Low | Willingness to change |
| Perceived differentiation | Low/Med/High | Unique value |
Overall Assessment: [HIGH/MEDIUM/LOW]
5. Competitive Rivalry
Factors to evaluate:
| Factor | Assessment | Notes |
|---|---|---|
| Number of competitors | Many/Several/Few | Market fragmentation |
| Industry growth | Slow/Moderate/Fast | Growth rate impact |
| Fixed costs | High/Med/Low | Pressure to fill capacity |
| Product differentiation | Low/Med/High | Commoditization level |
| Exit barriers | High/Med/Low | Difficulty leaving market |
| Strategic stakes | High/Med/Low | Importance to competitors |
Overall Assessment: [HIGH/MEDIUM/LOW]
Five Forces Summary Table
| Force | Rating | Key Drivers | Implications |
|---|---|---|---|
| New Entrants | [H/M/L] | [Top factors] | [Strategic impact] |
| Supplier Power | [H/M/L] | [Top factors] | [Strategic impact] |
| Buyer Power | [H/M/L] | [Top factors] | [Strategic impact] |
| Substitutes | [H/M/L] | [Top factors] | [Strategic impact] |
| Rivalry | [H/M/L] | [Top factors] | [Strategic impact] |
Overall Industry Attractiveness: [ATTRACTIVE / MODERATE / UNATTRACTIVE]
---
PESTLE Analysis
Framework Template
Political Factors
| Factor | Current State | Trend | Impact | Time Horizon |
|---|---|---|---|---|
| Government stability | ↑ ↓ → | H/M/L | Short/Med/Long | |
| Trade policies | ↑ ↓ → | H/M/L | ||
| Tax regulations | ↑ ↓ → | H/M/L | ||
| Government support | ↑ ↓ → | H/M/L | ||
| Political relations | ↑ ↓ → | H/M/L |
Key Political Implications: [Summary]
Economic Factors
| Factor | Current State | Trend | Impact | Time Horizon |
|---|---|---|---|---|
| GDP growth | X.X% | ↑ ↓ → | H/M/L | |
| Interest rates | X.X% | ↑ ↓ → | H/M/L | |
| Inflation | X.X% | ↑ ↓ → | H/M/L | |
| Exchange rates | ↑ ↓ → | H/M/L | ||
| Consumer spending | ↑ ↓ → | H/M/L | ||
| Unemployment | X.X% | ↑ ↓ → | H/M/L |
Key Economic Implications: [Summary]
Social Factors
| Factor | Current State | Trend | Impact | Time Horizon |
|---|---|---|---|---|
| Demographics | ↑ ↓ → | H/M/L | ||
| Cultural attitudes | ↑ ↓ → | H/M/L | ||
| Consumer behavior | ↑ ↓ → | H/M/L | ||
| Education levels | ↑ ↓ → | H/M/L | ||
| Health consciousness | ↑ ↓ → | H/M/L | ||
| Work-life balance | ↑ ↓ → | H/M/L |
Key Social Implications: [Summary]
Technological Factors
| Factor | Current State | Trend | Impact | Time Horizon |
|---|---|---|---|---|
| R&D activity | ↑ ↓ → | H/M/L | ||
| Technology adoption | ↑ ↓ → | H/M/L | ||
| Automation | ↑ ↓ → | H/M/L | ||
| Digital infrastructure | ↑ ↓ → | H/M/L | ||
| Innovation rate | ↑ ↓ → | H/M/L | ||
| Disruptive tech | ↑ ↓ → | H/M/L |
Key Technological Implications: [Summary]
Legal Factors
| Factor | Current State | Trend | Impact | Time Horizon |
|---|---|---|---|---|
| Industry regulations | ↑ ↓ → | H/M/L | ||
| Data protection | ↑ ↓ → | H/M/L | ||
| Employment law | ↑ ↓ → | H/M/L | ||
| Consumer protection | ↑ ↓ → | H/M/L | ||
| IP rights | ↑ ↓ → | H/M/L | ||
| Antitrust | ↑ ↓ → | H/M/L |
Key Legal Implications: [Summary]
Environmental Factors
| Factor | Current State | Trend | Impact | Time Horizon |
|---|---|---|---|---|
| Climate change | ↑ ↓ → | H/M/L | ||
| Sustainability reqs | ↑ ↓ → | H/M/L | ||
| Resource availability | ↑ ↓ → | H/M/L | ||
| Waste management | ↑ ↓ → | H/M/L | ||
| Carbon regulations | ↑ ↓ → | H/M/L | ||
| Environmental awareness | ↑ ↓ → | H/M/L |
Key Environmental Implications: [Summary]
---
SWOT Analysis
Framework Template
Strengths (Internal, Positive)
| Strength | Evidence | Strategic Value |
|---|---|---|
| [Strength 1] | [Data/proof] | High/Med/Low |
| [Strength 2] | [Data/proof] | High/Med/Low |
| [Strength 3] | [Data/proof] | High/Med/Low |
Core Strengths Summary: [2-3 sentence synthesis]
Weaknesses (Internal, Negative)
| Weakness | Evidence | Severity |
|---|---|---|
| [Weakness 1] | [Data/proof] | Critical/Moderate/Minor |
| [Weakness 2] | [Data/proof] | Critical/Moderate/Minor |
| [Weakness 3] | [Data/proof] | Critical/Moderate/Minor |
Key Vulnerabilities Summary: [2-3 sentence synthesis]
Opportunities (External, Positive)
| Opportunity | Size/Potential | Timeframe |
|---|---|---|
| [Opportunity 1] | $X / High/Med/Low | Short/Med/Long |
| [Opportunity 2] | $X / High/Med/Low | Short/Med/Long |
| [Opportunity 3] | $X / High/Med/Low | Short/Med/Long |
Priority Opportunities Summary: [2-3 sentence synthesis]
Threats (External, Negative)
| Threat | Likelihood | Impact |
|---|---|---|
| [Threat 1] | High/Med/Low | High/Med/Low |
| [Threat 2] | High/Med/Low | High/Med/Low |
| [Threat 3] | High/Med/Low | High/Med/Low |
Critical Threats Summary: [2-3 sentence synthesis]
SWOT Strategy Matrix
| Strengths | Weaknesses | |
|---|---|---|
| Opportunities | SO Strategies (use strengths to capture opportunities) | WO Strategies (overcome weaknesses to capture opportunities) |
| Threats | ST Strategies (use strengths to mitigate threats) | WT Strategies (minimize weaknesses and avoid threats) |
---
BCG Growth-Share Matrix
Framework Template
Axes:
- X-axis: Relative Market Share (High → Low, logarithmic scale)
- Y-axis: Market Growth Rate (High → Low, typically 10% as midpoint)
Quadrant Definitions
| Quadrant | Growth | Share | Characteristics | Strategy |
|---|---|---|---|---|
| Stars | High | High | Market leaders in growing markets | Invest to maintain position |
| Cash Cows | Low | High | Market leaders in mature markets | Harvest for cash flow |
| Question Marks | High | Low | Small share in growing markets | Invest selectively or divest |
| Dogs | Low | Low | Small share in mature markets | Divest or minimize investment |
Product/Business Unit Analysis
| Product/BU | Market Growth | Relative Share | Quadrant | Recommended Strategy |
|---|---|---|---|---|
| [Product A] | X.X% | X.X | Star/Cow/QM/Dog | [Strategy] |
| [Product B] | X.X% | X.X | Star/Cow/QM/Dog | [Strategy] |
| [Product C] | X.X% | X.X | Star/Cow/QM/Dog | [Strategy] |
Portfolio Balance Assessment
| Quadrant | Number of Products | Revenue % | Investment Priority |
|---|---|---|---|
| Stars | X | X% | High |
| Cash Cows | X | X% | Maintain |
| Question Marks | X | X% | Selective |
| Dogs | X | X% | Low/Divest |
---
Value Chain Analysis
Framework Template
Primary Activities
| Activity | Description | Value Created | Cost | Competitive Position |
|---|---|---|---|---|
| Inbound Logistics | Receiving, storing, inventory | $X | Strong/Average/Weak | |
| Operations | Manufacturing, assembly | $X | Strong/Average/Weak | |
| Outbound Logistics | Distribution, delivery | $X | Strong/Average/Weak | |
| Marketing & Sales | Promotion, sales force | $X | Strong/Average/Weak | |
| Service | Installation, support, repair | $X | Strong/Average/Weak |
Support Activities
| Activity | Description | Value Created | Cost | Competitive Position |
|---|---|---|---|---|
| Infrastructure | Management, finance, legal | $X | Strong/Average/Weak | |
| HR Management | Recruiting, training, comp | $X | Strong/Average/Weak | |
| Technology Dev | R&D, process improvement | $X | Strong/Average/Weak | |
| Procurement | Purchasing, supplier mgmt | $X | Strong/Average/Weak |
Value Chain Margin Analysis
Total Revenue: $XXX
- Inbound Logistics: ($XX)
- Operations: ($XX)
- Outbound Logistics: ($XX)
- Marketing & Sales: ($XX)
- Service: ($XX)
- Support Activities: ($XX)
= Margin: $XX (X%)Competitive Comparison
| Activity | Company | Industry Avg | Best-in-Class | Gap |
|---|---|---|---|---|
| [Activity] | X% | Y% | Z% | +/-X% |
---
Competitive Positioning Analysis
Framework Template
Positioning Dimensions
Common positioning dimension pairs:
- Price vs. Quality
- Market Focus (Niche vs. Broad)
- Solution Type (Product vs. Platform)
- Geographic Scope (Regional vs. Global)
- Customer Focus (Enterprise vs. SMB vs. Consumer)
- Innovation Level (Leader vs. Follower)
Competitor Mapping
| Competitor | Dimension 1 Score (1-10) | Dimension 2 Score (1-10) | Market Share | Notes |
|---|---|---|---|---|
| Company A | X | X | X% | [Position description] |
| Company B | X | X | X% | [Position description] |
| Company C | X | X | X% | [Position description] |
Strategic Group Identification
| Strategic Group | Companies | Characteristics | Market Share |
|---|---|---|---|
| Group 1: [Name] | A, B, C | [Description] | X% |
| Group 2: [Name] | D, E | [Description] | X% |
| Group 3: [Name] | F, G, H | [Description] | X% |
---
Risk Assessment Framework
Risk Identification
Risk Categories
1. Market Risks: Demand changes, price pressure, market shifts 2. Competitive Risks: New entrants, competitor moves, disruption 3. Regulatory Risks: New regulations, compliance requirements 4. Technology Risks: Obsolescence, security, integration 5. Operational Risks: Supply chain, quality, capacity 6. Financial Risks: Currency, interest rates, credit 7. Reputational Risks: Brand damage, social media, ethics
Risk Assessment Matrix
| Risk ID | Risk Description | Category | Probability | Impact | Score | Priority |
|---|---|---|---|---|---|---|
| R1 | [Description] | Market | 1-5 | 1-5 | P×I | H/M/L |
| R2 | [Description] | Competitive | 1-5 | 1-5 | P×I | H/M/L |
Scoring Guide:
- Probability: 1=Very Unlikely, 2=Unlikely, 3=Possible, 4=Likely, 5=Very Likely
- Impact: 1=Minimal, 2=Minor, 3=Moderate, 4=Major, 5=Severe
- Priority: Score 15-25=High, 8-14=Medium, 1-7=Low
Risk Mitigation Planning
| Risk ID | Risk | Mitigation Strategy | Owner | Timeline | Cost |
|---|---|---|---|---|---|
| R1 | [Risk] | [Prevention + Response] | [Name] | [Date] | $X |
---
Financial Analysis Patterns
Revenue Projection Model
Year N Revenue = Year N-1 Revenue × (1 + Growth Rate)
Or bottom-up:
Revenue = Customers × Revenue per Customer × Retention Rate
+ New Customers × Revenue per Customer × (1 - Churn Rate)Scenario Analysis Template
| Metric | Conservative | Base Case | Optimistic |
|---|---|---|---|
| Market Growth | X% | Y% | Z% |
| Market Share | X% | Y% | Z% |
| Pricing | $X | $Y | $Z |
| Gross Margin | X% | Y% | Z% |
| Revenue Y5 | $X | $Y | $Z |
| EBITDA Y5 | $X | $Y | $Z |
Key Financial Metrics
| Metric | Formula | Target |
|---|---|---|
| Gross Margin | (Revenue - COGS) / Revenue | X% |
| EBITDA Margin | EBITDA / Revenue | X% |
| Customer Acquisition Cost | Sales & Marketing / New Customers | $X |
| Lifetime Value | ARPU × Gross Margin × Lifetime | $X |
| LTV/CAC Ratio | LTV / CAC | >3x |
| Payback Period | CAC / (ARPU × Gross Margin × 12) | <X months |
---
Data Collection Checklist
Market Size Data
- [ ] Current market size (with year and source)
- [ ] Historical market size (5-10 years)
- [ ] Market growth projections (5-10 years)
- [ ] CAGR (historical and projected)
- [ ] Regional breakdown
- [ ] Segment breakdown
Competitive Data
- [ ] Market share by company (top 10)
- [ ] Revenue by competitor
- [ ] Growth rates by competitor
- [ ] Strategic moves (M&A, partnerships, launches)
- [ ] Pricing information
- [ ] Product/service offerings
Customer Data
- [ ] Customer segments and sizes
- [ ] Segment growth rates
- [ ] Average deal size by segment
- [ ] Customer acquisition cost
- [ ] Customer lifetime value
- [ ] Churn rates
Industry Data
- [ ] Key industry trends
- [ ] Regulatory developments
- [ ] Technology trends
- [ ] Economic indicators
- [ ] Demographic trends
---
Research Sources
Primary Research
- Customer interviews
- Expert interviews
- Surveys
- Focus groups
Secondary Research
- Market research reports (Gartner, Forrester, IDC, McKinsey)
- Industry associations
- Government statistics
- Company annual reports
- SEC filings (10-K, 10-Q)
- Earnings call transcripts
- Trade publications
- Academic journals
- News articles
Data Validation
- Cross-reference multiple sources
- Check date currency (prefer <2 years old)
- Verify methodology
- Note confidence levels
- Document assumptions
Market Research Report Structure Guide
Detailed guidance for writing each section of a comprehensive market research report.
---
Front Matter
Cover Page
Purpose: Create a strong first impression and communicate report scope.
Required Elements:
- Report title (clear, specific to market being analyzed)
- Subtitle (e.g., "Comprehensive Market Analysis Report")
- Hero visualization (executive summary infographic or market-relevant image)
- Date of publication
- Prepared by / Author organization
- Classification (Confidential, Internal Use, Public)
- Report type identifier
Best Practices:
- Title should include market name and geography if relevant
- Use professional, high-quality hero image
- Keep design clean and uncluttered
- Include version number if applicable
---
Table of Contents
Auto-generated in LaTeX. Ensure all chapters, sections, and subsections use proper commands for inclusion.
Include:
- List of Figures (all visualizations with page numbers)
- List of Tables (all data tables with page numbers)
---
Executive Summary (2-3 pages)
Purpose: Provide a standalone summary that allows busy executives to understand key findings without reading the full report.
Required Sections:
Market Snapshot Box
Key metrics displayed prominently:
- Current market size with year
- Projected market size with year
- CAGR (compound annual growth rate)
- Largest segment and market share
- Fastest growing region and growth rate
- Key adoption/penetration metrics
Investment Thesis / Why This Matters
3-5 bullet points explaining:
- Why this market is attractive
- Key factors driving opportunity
- Timing considerations
- Risk-adjusted assessment
Key Findings Summary
Organized by theme:
- Market Dynamics (2-3 points)
- Competitive Landscape (2-3 points)
- Growth Drivers (2-3 points)
- Risk Factors (2-3 points)
Strategic Recommendations
Top 5 actionable recommendations, each with:
- Clear action statement
- Expected outcome
- Priority level (immediate, near-term, medium-term)
Visual Requirements:
- 1-2 visuals maximum
- Executive summary infographic strongly recommended
- Key metrics visualization
Writing Guidelines:
- Write this section LAST after completing all analysis
- Every statement should be supported by analysis in the main report
- Use specific numbers, not vague qualifiers
- Lead with most important findings
- Keep paragraphs short (2-4 sentences)
---
Core Analysis Chapters
Chapter 1: Market Overview & Definition (4-5 pages)
Purpose: Establish clear boundaries and context for the analysis.
Section 1.1: Market Definition
Content Requirements:
- Precise definition of the market being analyzed
- Products/services included in scope
- Products/services explicitly excluded
- Industry classification codes (NAICS, SIC, GICS if applicable)
- Relationship to adjacent markets
Writing Approach:
- Begin with a clear, one-paragraph definition
- Use a callout box to highlight the formal definition
- Explain the rationale for scope decisions
- Address common misconceptions about market boundaries
Section 1.2: Scope and Boundaries
Cover:
- Geographic scope (global, regional, specific countries)
- Product/service scope with specific categories
- Time horizon (historical period + forecast period)
- Customer segments included
Section 1.3: Industry Ecosystem
Content Requirements:
- Value chain from inputs to end users
- Key stakeholders at each stage
- Relationships and dependencies between stakeholders
- Information flows
- Money flows
- Power dynamics
Required Visual: Industry ecosystem/value chain diagram
Writing Approach:
- Start with overview of the ecosystem
- Describe each stakeholder category in detail
- Explain how value is created and captured
- Identify where power concentrates in the value chain
Section 1.4: Market Structure
Content Requirements:
- Market concentration analysis (HHI, CR4, CR8)
- Industry lifecycle stage assessment
- Market fragmentation analysis
- Vertical integration analysis
Section 1.5: Historical Context
Content Requirements:
- When the market emerged
- Key milestones in market development
- Major disruptions and shifts
- Evolution of competitive dynamics
- How customer needs have changed
Required Visuals (2 total): 1. Industry ecosystem diagram 2. Market structure or industry lifecycle diagram
---
Chapter 2: Market Size & Growth Analysis (6-8 pages)
Purpose: Provide comprehensive quantitative analysis of market opportunity.
Section 2.1: Total Addressable Market (TAM)
Content Requirements:
- Current market size with source and methodology
- Historical market size (5-10 years back)
- Projected market size (5-10 years forward)
- Year-over-year growth rates
- CAGR (historical and projected)
Data Table Required: Year-by-year market projections table showing:
- Year
- Market size (USD)
- YoY growth rate
- Cumulative CAGR
Writing Approach:
- State the bottom line first (total opportunity)
- Provide historical context
- Explain projection methodology
- State key assumptions
- Cite multiple sources where possible
Section 2.2: Serviceable Addressable Market (SAM)
Content Requirements:
- Definition of SAM for this market
- SAM calculation methodology
- Segment breakdown within SAM
- Growth rates by segment
Data Table Required: Segment analysis table showing:
- Segment name
- 2024 value
- 2034 value
- CAGR
- Market share
Section 2.3: Serviceable Obtainable Market (SOM)
Content Requirements:
- Realistic market share scenarios
- Conservative estimate with assumptions
- Base case estimate with assumptions
- Optimistic estimate with assumptions
- Factors affecting market share capture
Required Visual: TAM/SAM/SOM concentric circles diagram
Section 2.4: Regional Market Analysis
Content Requirements:
- Market size by region
- Growth rates by region
- Regional market share
- Regional drivers and differences
- Detailed analysis of top 3-4 regions
Required Visual: Regional breakdown chart (pie or treemap)
Regions to cover:
- North America (with US/Canada breakdown if relevant)
- Europe (with key country breakdown)
- Asia-Pacific (with China, Japan, India focus)
- Latin America
- Middle East & Africa
Section 2.5: Segment Analysis
Content Requirements:
- Definition of market segments
- Size of each segment
- Growth rate of each segment
- Key drivers for each segment
- Competitive dynamics by segment
Required Visual: Segment growth comparison chart
Required Visuals (4 total): 1. Market growth trajectory chart 2. TAM/SAM/SOM diagram 3. Regional breakdown chart 4. Segment growth comparison chart
---
Chapter 3: Industry Drivers & Trends (5-6 pages)
Purpose: Identify and analyze factors driving market growth and evolution.
Section 3.1: Primary Growth Drivers
Content Requirements:
- Identification of 5-10 key growth drivers
- Quantified impact assessment for each
- Timeline for impact
- Evidence and data supporting each driver
For each driver, include:
- Clear description
- Mechanism of impact on market
- Quantified impact estimate
- Timeline (immediate, 1-3 years, 3-5 years)
- Supporting data/evidence
Required Visual: Driver impact matrix (probability vs. impact)
Section 3.2: PESTLE Analysis
Comprehensive analysis of external factors:
Political:
- Government policies affecting the market
- Political stability in key markets
- Trade policies and tariffs
- Government support programs
Economic:
- Economic growth trends
- Interest rate environment
- Inflation impacts
- Currency effects
- Consumer spending trends
Social:
- Demographic trends
- Cultural shifts
- Consumer behavior changes
- Workforce trends
- Health and wellness trends
Technological:
- Enabling technologies
- Digital transformation
- Automation trends
- Technology adoption curves
Legal:
- Regulatory requirements
- Compliance costs
- Intellectual property considerations
- Employment regulations
Environmental:
- Sustainability requirements
- Environmental regulations
- Climate impacts
- Resource availability
Required Visual: PESTLE analysis diagram
Section 3.3: Emerging Trends
Content Requirements:
- Identification of 5-8 emerging trends
- Timeline for each trend
- Expected impact on market
- Companies/regions leading each trend
Required Visual: Trends timeline or radar chart
Section 3.4: Growth Inhibitors
Content Requirements:
- Factors slowing market growth
- Barriers to adoption
- Resource constraints
- Competitive pressures
- Regulatory hurdles
Required Visuals (3 total): 1. Driver impact matrix 2. PESTLE analysis diagram 3. Trends timeline
---
Chapter 4: Competitive Landscape (6-8 pages)
Purpose: Provide comprehensive analysis of competitive dynamics.
Section 4.1: Market Structure Analysis
Content Requirements:
- Number of competitors
- Market concentration (HHI index)
- CR4 and CR8 ratios
- Market fragmentation assessment
- Competitive intensity rating
Section 4.2: Porter's Five Forces Analysis
For each force, provide:
- Rating: High / Medium / Low
- Key factors driving the rating
- Supporting evidence
- Strategic implications
Forces: 1. Threat of New Entrants 2. Bargaining Power of Suppliers 3. Bargaining Power of Buyers 4. Threat of Substitutes 5. Competitive Rivalry
Required Visual: Porter's Five Forces diagram
Writing Approach:
- Rate each force clearly
- Provide 3-5 supporting factors per force
- Include data where available
- Discuss strategic implications
Section 4.3: Market Share Analysis
Content Requirements:
- Top 10 companies by market share
- Market share trends (3-5 year view)
- Share gains/losses by company
- Regional market share variations
Required Visual: Market share pie chart or bar chart
Data Table Required: Top 10 companies showing:
- Rank
- Company name
- Revenue/market size
- Market share %
- YoY growth/trend
Section 4.4: Competitive Positioning
Content Requirements:
- Key dimensions of competition
- Positioning of major players
- Competitive advantages by company
- Strategic moves and announcements
Required Visual: Competitive positioning matrix (2x2)
Common positioning dimensions:
- Market focus (niche vs. broad)
- Solution approach (product vs. platform)
- Price positioning (premium vs. value)
- Geographic focus (regional vs. global)
- Customer focus (enterprise vs. SMB)
Section 4.5: Strategic Groups
Content Requirements:
- Identification of strategic groups
- Companies in each group
- Mobility barriers between groups
- Competitive dynamics within groups
Required Visual: Strategic group map
Section 4.6: Competitive Dynamics
Content Requirements:
- Recent M&A activity
- Partnership announcements
- Product launches
- Pricing trends
- Geographic expansion
Section 4.7: Barriers to Entry
Content Requirements:
- Capital requirements
- Regulatory barriers
- Technology barriers
- Brand and reputation
- Distribution access
- Economies of scale
- Switching costs
Required Visuals (4 total): 1. Porter's Five Forces diagram 2. Market share chart 3. Competitive positioning matrix 4. Strategic group map
---
Chapter 5: Customer Analysis & Segmentation (4-5 pages)
Purpose: Understand customer needs, behaviors, and segment attractiveness.
Section 5.1: Customer Segmentation
Content Requirements:
- Definition of customer segments
- Segment sizes and market share
- Segment characteristics
- Segment growth rates
Required Visual: Customer segmentation breakdown
Common segmentation approaches:
- By company size (Enterprise, Mid-market, SMB, Consumer)
- By industry vertical
- By geography
- By buying behavior
- By needs/use cases
Section 5.2: Segment Attractiveness Analysis
Content Requirements:
- Attractiveness criteria
- Segment scoring/ranking
- Investment implications
- Prioritization recommendations
Required Visual: Segment attractiveness matrix
Attractiveness factors:
- Segment size
- Growth rate
- Profitability
- Competitive intensity
- Accessibility
- Strategic fit
Section 5.3: Customer Needs Analysis
For each segment, identify:
- Functional needs (what the product must do)
- Emotional needs (how it makes them feel)
- Social needs (how it affects their relationships)
- Key pain points
- Unmet needs
Section 5.4: Buying Behavior
Content Requirements:
- Purchase triggers
- Decision-making process
- Key decision makers and influencers
- Evaluation criteria
- Purchase channels
- Buying cycle length
- Price sensitivity
Section 5.5: Customer Journey
Required Visual: Customer journey map
Journey stages to cover: 1. Awareness 2. Consideration 3. Decision 4. Implementation/Onboarding 5. Usage 6. Advocacy/Renewal
Required Visuals (3 total): 1. Customer segmentation breakdown 2. Segment attractiveness matrix 3. Customer journey map
---
Chapter 6: Technology & Innovation Landscape (4-5 pages)
Purpose: Analyze technology trends and innovation dynamics.
Section 6.1: Current Technology Stack
Content Requirements:
- Core technologies in use
- Infrastructure requirements
- Integration landscape
- Technology maturity levels
Section 6.2: Technology Roadmap
Content Requirements:
- Near-term evolution (1-2 years)
- Medium-term evolution (3-5 years)
- Long-term evolution (5-10 years)
- Key milestones and inflection points
Required Visual: Technology roadmap diagram
Section 6.3: Emerging Technologies
For each emerging technology, cover:
- Technology description
- Current maturity level (TRL or similar)
- Expected timeline to mainstream
- Potential impact on market
- Leading companies/regions
Common emerging technologies to assess:
- Artificial intelligence/ML
- Cloud computing
- IoT/Connected devices
- Blockchain
- Automation/Robotics
- Domain-specific technologies
Section 6.4: Innovation Trends
Content Requirements:
- R&D investment levels in industry
- Patent filing trends
- Startup activity and funding
- Corporate innovation initiatives
- University/research partnerships
Required Visual: Innovation/adoption curve or hype cycle
Section 6.5: Technology Adoption Barriers
Content Requirements:
- Technical complexity
- Integration challenges
- Cost barriers
- Skills gaps
- Security/privacy concerns
- Change management challenges
Required Visuals (2 total): 1. Technology roadmap diagram 2. Innovation/adoption curve
---
Chapter 7: Regulatory & Policy Environment (3-4 pages)
Purpose: Analyze regulatory framework and policy impacts.
Section 7.1: Current Regulatory Framework
Content Requirements:
- Key regulations affecting the market
- Regulatory bodies and their roles
- Compliance requirements
- Enforcement mechanisms
- Penalties for non-compliance
Section 7.2: Regulatory Timeline
Required Visual: Regulatory timeline
Content Requirements:
- Historical regulatory milestones
- Recent regulatory changes
- Upcoming regulations
- Expected future developments
Section 7.3: Regulatory Impact Analysis
Content Requirements:
- Compliance costs
- Market access implications
- Competitive implications
- Product/service requirements
- Operating restrictions
Section 7.4: Policy Trends
Content Requirements:
- Government priorities
- Funding initiatives
- Trade policies
- Environmental policies
- Industry-specific policies
Section 7.5: Regional Regulatory Differences
Content Requirements:
- Comparison of regulations by region
- Harmonization efforts
- Key differences to navigate
- Best practices for compliance
Required Visuals (1 total): 1. Regulatory timeline
---
Chapter 8: Risk Analysis (3-4 pages)
Purpose: Identify, assess, and propose mitigations for key risks.
Section 8.1: Risk Overview
Content Requirements:
- Risk categories covered
- Risk assessment methodology
- Overall risk profile assessment
Section 8.2: Risk Assessment
Required Visual: Risk heatmap (probability vs. impact)
Risk categories to cover:
- Market risks
- Competitive risks
- Regulatory risks
- Technology risks
- Operational risks
- Financial risks
- Reputational risks
For each risk, include:
- Risk description
- Probability rating (Low/Medium/High)
- Impact rating (Low/Medium/High)
- Overall risk rating
- Contributing factors
- Early warning indicators
Data Table Required: Risk register showing:
- Risk name
- Category
- Probability
- Impact
- Overall rating
- Owner
Section 8.3: Detailed Risk Analysis
Provide detailed analysis of top 5-10 risks, including:
- Full description of the risk
- Scenarios that could trigger it
- Potential consequences
- Affected stakeholders
- Timeline considerations
Section 8.4: Risk Mitigation Strategies
Required Visual: Risk mitigation matrix
For each major risk, provide:
- Prevention strategies
- Detection mechanisms
- Response plans
- Recovery approaches
- Contingency plans
Required Visuals (2 total): 1. Risk heatmap 2. Risk mitigation matrix
---
Strategic Recommendations Chapters
Chapter 9: Strategic Opportunities & Recommendations (4-5 pages)
Purpose: Synthesize analysis into actionable strategic guidance.
Section 9.1: Opportunity Analysis
Required Visual: Opportunity matrix (attractiveness vs. ability to win)
Content Requirements:
- Identification of 5-8 strategic opportunities
- Sizing of each opportunity
- Attractiveness assessment
- Ability to win assessment
- Prioritization
Section 9.2: Detailed Opportunity Analysis
For each top opportunity, provide:
- Description and scope
- Market size potential
- Growth trajectory
- Key success factors
- Required capabilities
- Investment requirements
- Expected returns
- Timeline to value
Section 9.3: Strategic Options Analysis
Content Requirements:
- Build (organic development) options
- Buy (M&A) options
- Partner (strategic alliances) options
- Decision framework for each opportunity
Section 9.4: Prioritized Recommendations
Required Visual: Recommendation priority matrix (impact vs. effort)
Structure recommendations in tiers:
Tier 1: Immediate Priority
- Actions to take in next 0-6 months
- Quick wins with high impact
- Foundation-setting activities
Tier 2: Near-Term (6-12 months)
- Build on Tier 1 actions
- Larger investments
- Capability development
Tier 3: Medium-Term (1-2 years)
- Strategic initiatives
- Major investments
- Transformational changes
For each recommendation:
- Clear action statement
- Rationale (why this matters)
- Expected outcome
- Investment required
- Timeline
- Success metrics
- Dependencies
Section 9.5: Success Factors
Content Requirements:
- Critical success factors for implementation
- Organizational capabilities required
- Resource requirements
- External dependencies
- Timing considerations
Required Visuals (3 total): 1. Opportunity matrix 2. Strategic options framework 3. Recommendation priority matrix
---
Chapter 10: Implementation Roadmap (3-4 pages)
Purpose: Provide actionable implementation guidance.
Section 10.1: Implementation Overview
Content Requirements:
- Phased approach description
- Overall timeline
- Key dependencies
- Critical path items
Section 10.2: Phased Implementation Plan
Required Visual: Implementation timeline/Gantt chart
For each phase:
- Phase name and duration
- Objectives
- Key activities
- Deliverables
- Resources required
- Dependencies
- Success criteria
Typical phases:
- Phase 1: Foundation (months 1-6)
- Phase 2: Build (months 4-12)
- Phase 3: Scale (months 10-18)
- Phase 4: Optimize (months 16-24)
Section 10.3: Key Milestones
Required Visual: Milestone tracker
Data Table Required: Milestone table showing:
- Milestone name
- Target date
- Owner
- Success criteria
- Dependencies
Section 10.4: Resource Requirements
Content Requirements:
- Team structure and roles
- Budget allocation by phase
- Technology requirements
- External support needs
- Training requirements
Section 10.5: Governance Structure
Content Requirements:
- Decision-making authority
- Reporting structure
- Review cadence
- Escalation paths
- Change management process
Required Visuals (2 total): 1. Implementation timeline/Gantt 2. Milestone tracker
---
Chapter 11: Investment Thesis & Financial Projections (3-4 pages)
Purpose: Provide financial framework for decision-making.
Section 11.1: Investment Summary
Content Requirements:
- Summary of investment opportunity
- Key value drivers
- Expected returns
- Investment timeline
- Risk-adjusted assessment
Section 11.2: Financial Projections
Required Visual: Financial projections chart
Data Table Required: 5-year projections showing:
- Revenue
- Growth rate
- Gross margin
- EBITDA
- EBITDA margin
- Key operating metrics
Section 11.3: Scenario Analysis
Required Visual: Scenario comparison chart
Three scenarios:
- Conservative: Lower growth, higher costs
- Base Case: Expected performance
- Optimistic: Favorable conditions
For each scenario:
- Key assumptions
- Revenue projections
- Profitability projections
- Investment requirements
- Return metrics
Section 11.4: Key Assumptions
Document all assumptions:
- Market growth assumptions
- Market share assumptions
- Pricing assumptions
- Cost assumptions
- Timing assumptions
- Competitive assumptions
Section 11.5: Sensitivity Analysis
Content Requirements:
- Key variables affecting returns
- Sensitivity to market growth
- Sensitivity to pricing
- Sensitivity to timing
- Break-even analysis
Section 11.6: Return Expectations
Content Requirements:
- ROI projections
- Payback period
- IRR estimates
- NPV analysis
- Multiple analysis (if applicable)
Required Visuals (2 total): 1. Financial projections chart 2. Scenario comparison chart
---
Back Matter
Appendix A: Methodology & Data Sources
Content Requirements:
- Research methodology description
- Primary research methods
- Secondary research sources
- Data collection timeframe
- Analytical frameworks used
- Limitations and assumptions
Appendix B: Detailed Market Data
Content Requirements:
- Comprehensive data tables
- Year-by-year market data
- Regional breakdowns
- Segment details
- Historical data series
Appendix C: Company Profiles
For each major company:
- Company overview
- Headquarters and key locations
- Revenue and employee count
- Market position
- Key products/services
- Recent developments
- Strategic focus
References/Bibliography
All sources cited:
- Market research reports
- Industry publications
- Government data
- Company reports
- Academic sources
- News articles
---
Quality Checklist
Before finalizing, verify:
- [ ] All required sections are complete
- [ ] All data points have sources
- [ ] All 25-30 visuals are included
- [ ] Executive summary captures key findings
- [ ] Recommendations are actionable
- [ ] Financial projections are internally consistent
- [ ] No placeholder content remains
- [ ] Page count exceeds 50 pages
- [ ] Table of contents is accurate
- [ ] All cross-references work
- [ ] Bibliography is complete