beginnersinai AI Mapping Audit — Single Venture
Run a focused AI Mapping Audit on a specific venture. The user will provide the venture name or path.
What to tell the user
Running a focused AI Mapping Audit on [venture name]. I'll map where AI is and isn't being used across 10 core business functions, then show you what you're missing based on how other high-performing firms have deployed AI.
Step 1: Deep Venture Analysis
Thoroughly explore the specified venture directory:
- Read all key files (READMEs, configs, strategy docs, plans)
- Identify all automation, scripts, AI configurations
- Understand the business model, revenue streams, and current workflows
- Map the full production pipeline from input to output
Step 2: Map the 10 Functions
For this specific venture, evaluate each of the 10 production functions:
- Product Development — Is AI involved in building/improving the core offering?
- Strategy & Planning — Are business decisions AI-informed?
- Marketing & Growth — Is customer acquisition AI-assisted?
- Sales & Revenue — Is revenue generation AI-optimized?
- Customer Success — Is retention/satisfaction AI-driven?
- Finance & Pricing — Is financial analysis AI-powered?
- Operations & Logistics — Are workflows AI-automated?
- Content Production — Is content creation AI-assisted?
- Data & Analytics — Is measurement AI-enhanced?
- System Administration — Is the system self-optimizing?
Rate each: Saturated / Active / Minimal / Absent
Step 3: Generate Recommendations
Read ${CLAUDE_PLUGIN_ROOT}/skills/ai-mapping-audit/references/examples-from-other-firms.md for inspiration.
For each gap (Minimal or Absent), provide:
- The Opportunity: What AI could do here, specifically
- How Others Do It: Real example from the reference file
- Expected Impact: Revenue increase, time saved, or capital reduced
- Implementation Steps: Concrete 3-5 step plan to activate
- Tools Needed: Which Claude features, MCP tools, or APIs to use
- Priority Score: (Revenue Impact x 2) + Capital Reduction + Ease (each 1-5)
Step 4: Output (Markdown + HTML)
Create TWO files in the user's working directory:
File 1: AI-MAP-[venture-slug]-[date].md
Markdown report with:
- Venture overview and current state
- The 10-function map with status indicators
- Top 5 opportunities ranked by priority score
- Implementation timeline (7/14/30 day milestones)
- Anti-pattern check: Is this venture only using AI for content? If yes, flag it prominently.
File 2: AI-MAP-[venture-slug]-[date].html
Visual heat map for this single venture. Read the template at:
${CLAUDE_PLUGIN_ROOT}/skills/ai-mapping-audit/templates/heat-map-template.html
Substitute the placeholders the same way as the full /map command, but with these adaptations for a single-venture audit:
| Placeholder | Single-Venture Value |
|---|---|
{{BUSINESS_NAME}} |
The venture name (passed by user) |
{{VENTURE_COUNT}} |
1 |
{{HEAT_MAP_ROWS}} |
A SINGLE row showing this venture's status across all 10 functions |
{{PRIORITY_LIST}} |
Top 5 opportunities (not 10) |
{{PRESS_SEND_LIST}} |
Press-send wins for this venture only |
{{ACTION_PLAN}} |
7/14/30 day milestones (not 4 weeks) |
Even with a single venture, the visual is valuable — it gives the user an at-a-glance view of where AI is and isn't across all 10 functions for that one project. The single row is dramatic when most cells are red (Absent) and only 1-2 are green.
After generating both files, tell the user:
Single-venture audit complete for [venture name]. I've generated:
- AI-MAP-[venture-slug]-[date].md — text report
- AI-MAP-[venture-slug]-[date].html — visual heat map (open in browser)
Your top opportunity for this venture: [briefly describe #1]
Open the HTML file to see the visual breakdown across all 10 functions.
Important
- Be brutally specific. Not "use AI for marketing" but "create a Claude agent that analyzes your Beehiiv click data weekly and recommends which topics to double down on."
- Connect recommendations to existing tools and infrastructure the venture already has
- Prioritize product development and strategy functions — the research shows these have the highest return