Margin Analysis & Profit Optimization
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。
SkillHub CLI
skillhub install 1kalin/afrexai-margin-analysis打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。
Analyze gross, operating, and net margins by product line, customer segment, and channel. Identify margin erosion patterns and build pricing power.
Break revenue into layers. For each product/service line:
| Layer | Formula | Healthy Range |
|---|---|---|
| Gross Margin | (Revenue - COGS) / Revenue | 60-80% (SaaS), 30-50% (services), 20-40% (manufacturing) |
| Contribution Margin | (Revenue - Variable Costs) / Revenue | 40-70% |
| Operating Margin | EBIT / Revenue | 15-30% (mature), -20-10% (growth) |
| Net Margin | Net Income / Revenue | 10-25% (healthy), varies by stage |
Split margins across:
Flag these patterns:
Score 1-5 on each:
Total 20+ = strong pricing power. Below 12 = commodity risk.
这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。
Full-stack margin analysis framework for B2B companies. Covers gross, operating, and net margins by product line, customer segment, and channel.
Install this skill in your OpenClaw agent, then ask it to run a margin analysis on your business data.
# Margin Analysis & Profit Optimization Analyze gross, operating, and net margins by product line, customer segment, and channel. Identify margin erosion patterns and build pricing power. ## When to Use - Quarterly margin reviews - Pricing decisions (new product, discount approval, bundle strategy) - Cost structure changes (new vendor, headcount, infrastructure) - Board prep or investor reporting - Post-acquisition integration (blended margin modeling) ## Framework ### Step 1: Margin Stack (Top → Bottom) Break revenue into layers. For each product/service line: | Layer | Formula | Healthy Range | |-------|---------|--------------| | Gross Margin | (Revenue - COGS) / Revenue | 60-80% (SaaS), 30-50% (services), 20-40% (manufacturing) | | Contribution Margin | (Revenue - Variable Costs) / Revenue | 40-70% | | Operating Margin | EBIT / Revenue | 15-30% (mature), -20-10% (growth) | | Net Margin | Net Income / Revenue | 10-25% (healthy), varies by stage | ### Step 2: Margin by Segment Split margins across: - **Product lines** — which products subsidize others? - **Customer tiers** — enterprise vs mid-market vs SMB - **Channels** — direct sales vs partner vs self-serve - **Geography** — domestic vs international (FX, compliance costs) ### Step 3: Erosion Detection Flag these patterns: - Gross margin declining >2% QoQ without volume increase - Discount frequency increasing (>30% of deals discounted) - Customer acquisition cost (CAC) growing faster than LTV - Support costs per customer rising (hidden COGS) - Infrastructure costs scaling faster than revenue ### Step 4: Pricing Power Assessment Score 1-5 on each: 1. **Switching costs** — how hard is it to leave? 2. **Differentiation** — can customers get this elsewhere? 3. **Value quantification** — can you prove $ ROI? 4. **Market position** — leader, challenger, or commodity? 5. **Contract structure** — annual, multi-year, usage-based? Total 20+ = strong pricing power. Below 12 = commodity risk. ### Step 5: Optimiz...
# Margin Analysis & Profit Optimization Full-stack margin analysis framework for B2B companies. Covers gross, operating, and net margins by product line, customer segment, and channel. ## What's Inside - 6-step margin analysis framework (stack → segment → erosion → pricing power → optimization → scenarios) - 2026 benchmarks across 10 industries - Pricing power scoring system (1-25 scale) - Erosion detection patterns and red flags - Scenario modeling templates (base/bull/bear) - Board-ready output template ## Use Cases - Quarterly business reviews - Pricing decisions and discount approvals - Cost restructuring - Investor/board reporting - Post-acquisition margin integration ## Get Started Install this skill in your OpenClaw agent, then ask it to run a margin analysis on your business data. ## More Resources - [AI Revenue Leak Calculator](https://afrexai-cto.github.io/ai-revenue-calculator/) — free tool to find margin leaks - [Industry Context Packs](https://afrexai-cto.github.io/context-packs/) — $47 each, vertical-specific benchmarks - [Full Bundle](https://afrexai-cto.github.io/context-packs/) — All 10 packs for $197
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