Afrexai Market Sizing

What This Skill Does

The Afrexai Market Sizing skill is a comprehensive analytical tool designed for founders, product managers, and investors to build defensible, rigorous market sizing models. It leverages a dual-methodology approach—combining top-down industry analysis with bottom-up unit economic validation—to calculate Total Addressable Market (TAM), Serviceable Addressable Market (SAM), and Serviceable Obtainable Market (SOM). Unlike generic estimation tools, this skill forces structured logic by requiring geography, segment, and technology adoption filters for top-down sizing, and calculating realistic capture potential via ACV (Annual Contract Value) and funnel conversion for bottom-up validation. It provides actionable outputs including key assumptions, citations, and critical risk factors, ensuring your business cases withstand investor scrutiny.

Installation

To integrate this capability into your OpenClaw environment, execute the following command in your terminal or command-line interface:

clawhub install openclaw/skills/skills/1kalin/afrexai-market-sizing

Ensure your OpenClaw CLI is updated to the latest version before installation to avoid dependency conflicts.

Use Cases

This skill is engineered for scenarios requiring high-fidelity market data. Use it for:

• Pitch Decks: Create credible slides that satisfy investor due diligence.
• Go-to-Market (GTM) Strategy: Quantify the opportunity cost and potential revenue capture of specific customer segments.
• Product Feasibility: Determine if a niche product has enough TAM to support a sustainable business model.
• Board Presentations: Justify expansion or pivot strategies with data-backed, realistic projections.
• Competitive Benchmarking: Assess how much market share exists for new features or vertical expansions.

Example Prompts

1. "Size the market for AI-powered contract review for mid-market law firms in the US."
2. "TAM/SAM/SOM for a SaaS helpdesk targeting e-commerce brands doing $1M-$50M in annual revenue."
3. "Calculate the market size for automated bookkeeping solutions specifically for UK-based SMBs."

Tips & Limitations

Pro Tip: Investors prioritize defensibility over raw scale. A smaller, well-researched SAM is significantly more valuable than a 'hand-wavy' multi-billion dollar TAM. Focus your energy on the SOM (Serviceable Obtainable Market) calculations, as these represent your realistic 12-36 month growth trajectory.

Limitations: This skill relies on publicly available datasets, industry reports, and current economic trends. While it provides high-quality estimates, it cannot replace proprietary internal data or direct customer discovery. Always cross-reference the output with your own sales funnel conversion data to ensure the SOM aligns with your actual team capacity.