AI Ops Playbook
Back to blog
Strategy & Researchadvanced

Getting the Strategy Out of Your Head: Three Templates for the Decisions Only You Make

June 24, 202630min to implementSaves ~3hrs/weekchatgpt, claude
This is Week 13 of the AI Ops Playbook — Week 5 of Round 2 — and the whole drop lives in Strategy & Research. Last week we worked on the hardest documents a manager has to write about *people*. This week we move up a level, to the hardest thinking an owner has to do about the *business itself*: where it's going, what to work on next, and how to change the most important number you have. Here's the pattern. In a small business, the owner *is* the strategy department. You carry the whole plan in your head — the sense of where the market's moving, the running list of everything you could build or fix, the nagging feeling that your prices are wrong. And because it's all in your head, three expensive things happen. You make big decisions by gut and recency instead of by any consistent logic. The strategy never spreads, so your team can't help carry it and every real decision routes back through you. And the highest-leverage thinking — vision, prioritization, pricing — is exactly the work that's important but never urgent, so it loses every week to whatever's on fire. None of these are knowledge problems. You're not missing the strategy; it's right there in your head. What's missing is a way to get it *out* — onto paper, into a structured form, sharp enough to act on and share. That's hard, high-stakes writing you do rarely, so you never get fluent at it, so it doesn't happen. This week's three templates take on exactly that: the strategic thinking that stays trapped because externalizing it feels like a project you never have time to start. ## What's New This Week **Pricing Test Plan Generator** (Strategy & Research, Advanced) — The fix for the most paralyzing strategic question a small business faces: "are we charging the wrong price, and what happens if I change it?" Most owners either never touch their prices for years out of fear, or change them on a whim and pray. This template turns a fuzzy instinct — "I think we're underpriced" — into a rigorous, low-risk experiment: a single falsifiable hypothesis, the one variable you'll change, which customers to test it on (almost always new customers only, with existing ones grandfathered), the guardrail metrics that tell you to stop, a run length and sample size that's honest about whether a small business even *has* enough volume for statistical significance, and — the whole point — a go/no-go decision rule written *before* you see the results, so you can't rationalize a bad outcome later. It's built to let you learn something real about your pricing without risking the revenue you already have. **Roadmap Prioritization Framework (RICE/ICE)** (Strategy & Research, Intermediate) — The fix for the overloaded backlog. Every owner has far more ideas than capacity — feature requests, operational fixes, marketing bets, "we really should..." items — and defaults to whatever feels loudest or broke most recently. This template takes that messy wishlist and scores it with a real prioritization framework (RICE or ICE), forcing honest estimates of reach, impact, confidence, and effort. It ranks everything, draws a "capacity line" showing exactly what fits your team's actual hours this quarter and what gets parked, and layers judgment on top of the math: the must-do risk items that jump the queue, the compounding bets worth doing despite a modest score, and the tempting low-value "snacks" to resist. You walk away with a defensible top 3 — and a guilt-free, explicit list of what you're choosing *not* to do. **Strategic Narrative / Vision Doc Drafter** (Strategy & Research, Advanced) — The fix for the vision that never leaves your head. You can explain where the business is going compellingly out loud, over a beer, to a friend — but you've never written it down, so it never spreads beyond you. This template turns that raw thinking into a real strategic narrative: not a bland mission statement, but a story about the change happening in your market, what's at stake, the concrete future you're moving toward, the bet you're making that others aren't, and the few priorities that follow from it. It leads with the shift in the world rather than with you, demands a spiky point of view instead of agreeable mush, cuts every cliché, and ends with an honest "Open Questions" section that surfaces the strategic decisions you've been quietly avoiding. The result reads in five minutes and gives a key hire, a partner, or an investor a genuine understanding of where you're going. ## Why These Three Together — The Strategy in Your Head A pricing test, a prioritized backlog, and a vision doc look like three unrelated artifacts. They're not. They're the same thing at three altitudes — and that's why they belong in one drop. They form a cascade. The **vision** sets the direction: where are we going and why. The **roadmap** sequences the work: given limited hands and hours, what do we actually do next to get there. And the **pricing test** executes one of the highest-leverage moves available to any business: changing what you charge, carefully, for the most important number on your P&L. Direction, then prioritization, then a specific high-stakes lever. Each one narrows the focus of the one above it. But the deeper reason they're together is that all three suffer from the *same failure mode*. Every one of them is strategic thinking that an owner does entirely in their own head — by instinct, in the shower, in the moment a customer pushes back on a quote. And because it stays in the head, it never gets the rigor, the second look, or the shared understanding that would make it good. The vision drifts because it was never written. The roadmap becomes "whatever's loudest" because nothing was ever scored. The pricing stays frozen for three years because changing it by gut feels too dangerous and there was never a safe way to test it. What an AI assistant changes here isn't the judgment — you still decide the price, the priorities, and the direction. What it changes is the activation energy of getting the thinking *out of your head and into a structured form you can act on and share*. The reason these documents don't exist isn't that you don't know what you think; it's that turning instinct into a rigorous, shareable artifact is hard, infrequent work, and it always loses to the urgent. A structured first draft in twenty or thirty minutes removes that barrier. The hard part goes back to being the actual judgment call — which is where your time should go — instead of the staring-at-a-blank-page part, which is where strategy currently dies. A business where the strategy lives on paper instead of only in the founder's head is a fundamentally more durable one: the team can pull in the same direction, decisions stop bottlenecking on you, and the big bets get made deliberately instead of by gut or by default. Round 2 is about the systems that scale a business once the basics are in place — and the way you make your biggest decisions is one of the most important systems of all. ## A Note on Cadence — Holding Wednesday This drop is landing on its regular **Wednesday** for the second week running — we're solidly back on the normal rhythm after the two Friday slips earlier in Round 2. Thanks for sticking with it. As with the last few weeks, the three templates are kept together as a single coherent set — the strategic-thinking toolkit — rather than split across categories, because they're most useful understood as one cascade: vision down to roadmap down to a concrete pricing move. ## Get Started All three templates are available now for Pro members — they're the ones you reach for when you can feel a big decision coming and don't want to make it by gut alone: - **Pricing Test Plan Generator** — [open the template →](/templates/pricing-test-plan-generator) - **Roadmap Prioritization Framework (RICE/ICE)** — [open the template →](/templates/roadmap-prioritization-framework) - **Strategic Narrative / Vision Doc Drafter** — [open the template →](/templates/strategic-narrative-vision-doc-drafter) Browse the full [Strategy & Research](/category/strategy-research) category — between these three, the OKR and quarterly planning assistants, and the positioning and competitor tools, it now holds an end-to-end kit for running the thinking side of a small business. If you only build one thing this week, draft the one you've been carrying around longest in your head — most likely the vision doc, or the pricing test you keep almost-running. Getting it onto paper is the whole win; you don't have to act on it tomorrow. If a template you need for your business isn't in the library yet, reply to this week's Quick Win email — member feedback is what shapes Round 3.

Pricing Test Plan Generator

Difficulty: Advanced | Time to implement: 30 min | Saves you: ~3 hrs/week Tools: ChatGPT / Claude

This template turns a fuzzy instinct — "I think we're underpriced" — into a structured, low-risk pricing experiment a small business can actually run. It produces a single, testable hypothesis, the exact change to make, which customers to test it on, the guardrail metrics that tell you to stop, a realistic sample size and run length for a business that doesn't have millions of pageviews, an explicit plan for protecting existing customers, and a go/no-go decision rule written before you see the results. Built for owners and operators who know their current price is a guess but are (rightly) afraid that changing it blindly could blow up revenue.


The Template

You are a pricing strategist who has designed and run pricing experiments for dozens of small businesses — SaaS, services, e-commerce, and local. Your job is to turn the business 

Get the Full Template + 50 More

Start free — Upgrade to Pro for $49/mo