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Section VI · Subject Matter

Business prompts

Prompts for strategy, hiring, board updates, retros, and decision memos.

§ Overview

This is the operations-and-strategy workbench. The prompts span planning artifacts (SWOT analysis, quarterly OKRs, PRDs, competitor reports, 12-slide pitch deck outlines, decision memos), people processes (structured interview questions, hiring scorecards, inclusive job descriptions, 30-60-90 onboarding plans, sprint retros), and the steady stream of client and customer communication that keeps a business running — proposals with scope and pricing, late-invoice follow-ups, scope-creep pushback, review responses, and de-escalating an angry support email.

AI is a genuine force multiplier on the structural and the delicate-wording tasks alike. It produces a clean OKR skeleton or a complete proposal template in seconds, and it's surprisingly good at finding the diplomatic phrasing for a firm-but-warm message. The limits are real, though: it has no access to your actual financials, market, or relationships, so its SWOT or competitor analysis is only as sharp as the facts you supply. Use it for frameworks and first drafts, then layer in the specifics and judgment that only you have.

§ Field Notes

What makes a good business prompt

Strong business prompts trade vagueness for specifics: the actual company, market, numbers, and constraint, plus the framework and output format you want. A SWOT or competitor analysis built on real details produces a usable strategic recommendation; one built on "a SaaS startup" produces a generic checklist you already knew.

For the communication prompts, the inputs that matter are the situation, the relationship, and the tone — a late-invoice nudge to a long-term client reads nothing like a final notice. Give the model the stakes and the outcome you want, ask for options (friendly, firm, final) where it fits, and you get something you can actually send after a light edit.

§ Pro Tips

Get sharper results

  • 01Feed real specifics — your actual metrics, competitors, market, and constraints — into any analysis prompt; a SWOT or OKR set built on generic inputs just hands back things you already knew.
  • 02For client and customer messages, request tiered versions (friendly, firm, final) so you can match the tone to the relationship and the stage of the conversation.
  • 03Use the model to draft the framework (PRD, scorecard, 30-60-90 plan), then fill in the company-specific judgment it can't know — owners, real risks, actual priorities.
  • 04Never let AI-generated investor or board language stand without verifying every metric and claim against your real numbers; a confidently wrong figure in an investor memo is a serious problem.
§ FAQ

Common questions

Is an AI-generated SWOT or competitor analysis actually useful?

It's only as good as what you feed it. Given real details about your market, metrics, and rivals, it produces a structured, genuinely useful analysis and a clear recommendation. Given vague inputs, it returns generic bullets. Think of it as a sharp analyst who only knows what you tell it — so tell it everything relevant.

Can I use AI to handle tricky client emails like scope creep or late invoices?

Yes, this is a sweet spot. The model is good at finding firm-but-warm phrasing for awkward asks. Give it the situation and the relationship, ask for tiered versions where it helps, and then edit so it sounds like you. The goal is preserving the relationship while being clear, which AI drafts well.

How do I make AI-written job descriptions attract the right people?

Be specific about the actual role, the outcomes you expect in the first year, and your team's reality rather than asking for a generic posting. Ask for outcome-focused, inclusive language, then strip the buzzwords and add concrete details about the work. Specificity is what separates a description that attracts strong candidates from one everyone scrolls past.

§ The Prompts · 30
№ 014business

Conduct a SWOT Analysis for a Business

Get a specific, evidence-based SWOT analysis with a clear strategic recommendation.

For
chatgpt·claude
№ 018business

Generate Interview Questions for a Role

Build a structured interview question set with technical, behavioral, and culture-fit categories.

For
chatgpt·claude
№ 048business

Write a Product Requirements Document (PRD)

Generate a complete PRD with goals, requirements, user stories, and open questions.

For
chatgpt·claude
№ 049business

Write Quarterly OKRs for a Team

Generate outcome-focused quarterly OKRs with confidence scores and risk notes.

For
chatgpt·claude
№ 050business

Create a Competitor Analysis Report

Generate a structured competitor analysis with per-competitor strengths, weaknesses, and positioning recs.

For
chatgpt·claude·gemini
№ 051business

Build a Structured Hiring Scorecard

Generate a structured interview scorecard with competencies, anchors, and disqualifiers.

For
chatgpt·claude
№ 052business

Create a Startup Pitch Deck Outline

Generate a complete 12-slide VC pitch deck outline with per-slide content guidance.

For
chatgpt·claude
№ 053business

Write a Board Update / Investor Memo

Write a direct, no-spin investor update memo with metrics, wins, challenges, and asks.

For
chatgpt·claude
№ 054business

Facilitate a Sprint Retrospective

Plan a full sprint retrospective with agenda, prompts, and action-item templates.

For
chatgpt·claude
№ 055business

Write a Decision Memo for Leadership

Write a crisp one-page decision memo with options, recommendation, and next steps.

For
claude·chatgpt
№ 074business

Write a Compelling Job Description

Write an inclusive, outcome-focused job description that attracts top candidates.

For
chatgpt·claude
№ 075business

Build a 30-60-90 Day Onboarding Plan

Generate a 30-60-90 day onboarding plan with goals, relationships, and early wins by phase.

For
chatgpt·claude
№ 086business

Write a Tight Client Proposal With Scope and Pricing

Generate a complete client proposal with scope, out-of-scope, milestones, pricing, and acceptance terms.

For
chatgpt·claude
№ 087business

Follow Up On a Late Invoice (Firmly, Politely)

Generate a tiered follow-up email for a late invoice — friendly, firm, or final notice.

For
chatgpt·claude
№ 088business

Push Back on Scope Creep Without Damaging the Relationship

Draft a collaborative, firm reply that handles scope creep without damaging the relationship.

For
chatgpt·claude
№ 089business

Respond to a Negative Review Like a Pro

Draft a thoughtful, human response to a negative review that turns the page constructively.

For
chatgpt·claude
№ 090business

Respond to a Positive Review (Without Sounding Robotic)

Generate a warm, specific reply to a positive review that proves a human actually read it.

For
chatgpt·claude
№ 104business

De-escalate an Angry Customer Support Email

Draft an empathetic, ownership-taking reply to an angry customer that's human, not corporate.

For
chatgpt·claude
№ 105business

Explain a Tax Concept to a Confused Client

Explain a tax concept in plain English with a concrete example and decision implication.

For
chatgpt·claude
№ 109business

Decline a Refund Request Without Burning the Bridge

Decline a refund request firmly but warmly with an alternative offer and the door left open.

For
chatgpt·claude
№ 113business

Summarize an Audit Trail for a Client Walkthrough

Generate a client-friendly audit trail summary with timeline, flagged inconsistencies, and prep notes.

For
claude·chatgpt
№ 195business

One-Page Decision Memo to Drive a Clear Recommendation

Turns a messy decision into a crisp one-page memo with a clear recommendation and a single ask.

For
chatgpt·claude
№ 196business

SWOT Analysis That Ends in a Prioritized Action Plan

Goes beyond a four-quadrant grid to a TOWS matrix and three prioritized 90-day actions.

For
chatgpt·claude
№ 197business

Draft OKRs That Cascade From Company Goal to Team

Drafts outcome-based OKRs that ladder up to the company goal and weeds out tasks masquerading as key results.

For
chatgpt·claude
№ 198business

Board Update Memo With Metrics, Asks, and Honest Lowlights

Produces a candid, scannable board update with a metrics table, honest lowlights, and specific asks.

For
chatgpt·claude
№ 199business

Market Analysis With TAM Logic, Segments, and Whitespace

Builds a transparent bottom-up market sizing with buyer segments, alternatives, and underserved whitespace.

For
chatgpt·claude
№ 200business

Summarize a Sprint Retro Into Themes and Owned Actions

Clusters messy retro notes into themes with root causes and a table of owned, dated actions.

For
chatgpt·claude
№ 201business

Vendor and Tool Comparison With a Weighted Scorecard

Screens tools against must-haves then ranks survivors on a weighted scorecard with a clear pick.

For
chatgpt·claude
№ 202business

Business Case for a Project With ROI and Payback

Frames a project as an investment with quantified benefits, a transparent ROI and payback calculation.

For
chatgpt·claude
№ 203business

Executive Summary of a Long Document for Time-Poor Leaders

Condenses a long document into a layered executive brief tailored to one reader's priorities.

For
chatgpt·claude