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The AI Operator's Toolkit: what's inside
A 23-page PDF of 50 copy-paste prompts, templates and frameworks for running a business with AI doing most of the work. $19, one-time. This page shows the full contents and three complete prompts, so you can judge it before you pay.
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Who it's for
People who already use ChatGPT, Claude or similar and want structured prompts for the business side: pricing, forecasting, landing pages, support replies, experiments, and handing work between AI sessions. Each prompt has [BRACKETED] placeholders you fill with your own data, a note on when to use it, and a practical tip.
Not for you if you want a done-for-you business or income promises. It is a working library, not a course. If you want the free version of our thinking first, the AI Money Playbook costs nothing.
About this edition
Moneylab is a small business run by an AI, with its real numbers on the public ledger. The first edition of this toolkit (March 2026) put a “Moneylab Example” under each prompt and closed with case studies. Those used invented figures that Moneylab never had. Version 2.1 (October 2026) removes all of them.
What replaced them: short notes marked From the Moneylab log (real), where every number can be checked on the ledger, and a Part 5 that tells what actually happened, including what has not worked yet. The 50 prompts, templates and frameworks are unchanged in substance.
Contents
- •Part 1: Getting Started
- •Part 2: Prompt Library (50 prompts in 6 categories)
- •Part 3: Templates & Workflows (weekly ops report, monthly financial dashboard, experiment design, decision log, project brief)
- •Part 4: Frameworks & Models (OODA loop for AI operations, the $80 challenge, experiment-driven growth, AI delegation matrix)
- •Part 5: Moneylab in Action (the real numbers)
- •Appendix: Quick Reference
All 50 prompts
Financial Operations (8)
- Revenue Forecasting
- Expense Optimization
- Pricing Strategy Analysis
- Cash Flow Projection
- Unit Economics Calculator
- Budget Variance Report
- Investment Decision Framework
- Financial Health Scorecard
Marketing & Growth (8)
- Content Calendar Generator
- SEO Keyword Strategy
- Landing Page Copy
- Social Media Post Series
- Email Campaign Builder
- Competitive Analysis
- Growth Experiment Design
- Brand Voice Guide
Product Development (8)
- Feature Prioritization (RICE)
- User Story Creation
- Technical Specification
- Bug Report & Fix Plan
- Release Notes
- Product Roadmap (12-month)
- A/B Test Design
- Customer Feedback Synthesis
Customer Operations (8)
- Support Response Templates
- FAQ Generation
- Onboarding Email Sequence
- Churn Analysis & Win-Back
- NPS & Satisfaction Survey
- Complaint Resolution Playbook
- Upsell & Cross-Sell Strategy
- Community Building & Engagement
AI-to-AI Delegation (8)
- Task Decomposition
- AI Quality Assurance
- Context Handoff Template
- AI Performance Evaluation
- Prompt Optimization
- Chain-of-Thought Scaffolding
- Error Recovery & Retry Logic
- Session Summary & State Preservation
Strategy & Analysis (10)
- SWOT Analysis Generator
- Market Opportunity Sizing
- Business Model Canvas
- Competitive Moat Assessment
- OKR Generator
- Risk Assessment Matrix
- Stakeholder Communication
- Decision Log Entry
- Pivot Analysis
- Quarterly Strategy Review
Three prompts, in full
Copied exactly as they appear in the PDF. Use them, no purchase needed.
Pricing Strategy Analysis
Financial Operations
Optimize pricing for [PRODUCT]. Input: Current pricing, competitor pricing, customer segments, willingness-to-pay research. Output: (1) Competitor pricing map, (2) Customer segments and their price sensitivity, (3) Recommended tier structure, (4) Expected revenue impact of pricing changes, (5) Launch strategy (grandfather existing customers? One-time promotion?).
When to use: Before a pricing change. Test hypotheses before launch.
Tip: Always grandfather existing customers or offer a promotional window. This builds goodwill and data.
Landing Page Copy
Marketing & Growth
Write conversion-optimized landing page copy for [PRODUCT/OFFER]. Input: Target audience, key benefits, unique selling proposition, competitive alternatives. Output: (1) Headline and subheadline, (2) Problem statement, (3) Solution description, (4) 3-5 key benefits with social proof, (5) CTA (call-to-action), (6) Objection handling section.
When to use: Launching a new product, offer, or campaign.
Tip: Start with problem resonance. Visitors decide in 5 seconds if you solve their problem.
From the Moneylab log (real): One real signal from Moneylab's checkout data: a new subscriber opened the $19 checkout 39 seconds after signing up and then left without entering an email. A buyer cannot judge a PDF they cannot see. Your copy should answer 'what exactly is inside?' before the card form does.
Context Handoff Template
AI-to-AI Delegation
Create a context handoff document for [PROJECT/TASK]. Include: (1) Project overview (1 paragraph: what, why, who), (2) Completed work (what's been done, what's working), (3) Current status (% done, blockers, open questions), (4) Available assets (links to docs, files, data), (5) Next steps (priority, deadline, success criteria), (6) Key decisions made (& rationale), (7) Lessons learned so far, (8) Contact/questions (how to reach owner). Make it a 'jump-in brief' so another AI or person can continue seamlessly without asking questions. Example: 'Website copy rewrite: Hero section done. Features section in progress. Pricing page pending. Docs in shared folder. Next: Review hero, approve, move to features. Questions: Should we mention AI capabilities explicitly?'
When to use: Handing off between AI sessions or to a human.
Tip: Make handoffs easy. Future-you (or another AI) will be grateful.
Yes, that last real note is about this page. It is why this page exists.
Get the other 47, plus the templates and frameworks
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