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Prompt Engineering Playbook for Business Teams

50+ ready-to-use prompts across 7 business functions — with a repeatable framework your team can apply from day one.

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What's Inside

50+ prompts across Marketing, Sales, Operations, Finance, HR, Customer Success, and Executive functions
The CRAFT framework: Context, Role, Action, Format, Tone
Prompt chaining examples for complex workflows
Common mistakes and how to fix them
A fill-in-the-blank prompt template library

The CRAFT Framework

Every high-performing prompt shares five core elements. Use CRAFT as a mental checklist before submitting any prompt to an AI model. The difference between a mediocre output and a boardroom-ready one often comes down to a single missing element.

C
Context
Provide background that the AI doesn't have. Include industry, company stage, audience, prior decisions, and constraints. The more specific, the more targeted the output.
R
Role
Assign an expert persona. "Act as a senior brand strategist" or "You are a CFO preparing for a Series B." Roles activate domain-specific reasoning and vocabulary.
A
Action
State exactly what you need produced. Use precise verbs: draft, analyze, rewrite, compare, summarize, generate. Avoid vague instructions like "help me with" or "tell me about."
F
Format
Specify the output structure. Bullet points, a numbered list, a table, an email, a slide outline, a 3-paragraph memo. Formatting guidance saves significant editing time.
T
Tone
Define the voice. Executive-level, conversational, authoritative, empathetic, direct. When in doubt, describe the reader: "Written for skeptical investors" is more useful than "professional."
Pro Tip: Prompt Chaining

For complex deliverables, break your goal into sequential prompts. Prompt 1: generate the outline. Prompt 2: expand each section. Prompt 3: rewrite in your brand voice. Prompt 4: create a social summary. Each step builds on the last — this is prompt chaining, and it dramatically improves output quality.

Marketing

Content Brief
Act as a senior content strategist for a [B2B SaaS / professional services / consumer brand] company.
Create a detailed content brief for an article titled "[TITLE]" targeting [AUDIENCE].
Include: target keyword, search intent, recommended structure (H2s and H3s), key messages,
proof points to include, and a suggested CTA. Tone: [authoritative / conversational / educational].
SEO Copy
You are an SEO copywriter specializing in [INDUSTRY]. Write a [400-word] meta-optimized
introduction for a page targeting the keyword "[KEYWORD]".
Include: the keyword in the first 100 words, a hook that addresses the reader's core pain point,
one data point or statistic, and a transition into the body content.
Avoid keyword stuffing. Tone: confident and expert-led.
Email Sequence
Act as an email marketing strategist. Write a 5-email nurture sequence for [PRODUCT/SERVICE]
targeting [PERSONA] who just downloaded [LEAD MAGNET].
Email 1: Welcome + deliver the resource. Email 2: Address the #1 pain point (day 3).
Email 3: Case study or social proof (day 6). Email 4: Objection handling (day 9).
Email 5: Soft CTA to book a call / trial (day 12).
Subject lines must be under 50 characters. Tone: warm, direct, no hype.
Social Captions
You are a social media strategist for [BRAND NAME], a [DESCRIPTION] brand.
Repurpose the following key insight for LinkedIn: [PASTE INSIGHT OR QUOTE].
Write 3 caption variations: (1) a data-led hook, (2) a contrarian take, (3) a personal story angle.
Each caption should be under 200 words, include one question to drive comments,
and end with a relevant CTA. No emojis unless specified.
Campaign Messaging
Act as a brand messaging consultant. Develop a campaign messaging framework for [PRODUCT/INITIATIVE]
targeting [SEGMENT]. Include: (1) core value proposition (1 sentence), (2) three supporting messages
with proof points, (3) the primary objection and how messaging addresses it,
(4) a tagline option (under 8 words).
Context: We are launching [DATE], competitive differentiation is [KEY DIFFERENTIATOR].
📈

Sales

Prospect Research
Act as a sales researcher. Summarize the following information about [COMPANY NAME]
to help a salesperson prepare for a discovery call: [PASTE COMPANY DESCRIPTION / LINKEDIN / WEBSITE TEXT].
Output: (1) Business model in 2 sentences, (2) likely pain points this company faces in [RELEVANT AREA],
(3) 3 tailored discovery questions, (4) a personalized opening line for the outreach email.
Objection Handling
You are a sales coach. I sell [PRODUCT/SERVICE] to [BUYER TYPE].
I frequently encounter this objection: "[OBJECTION]".
Write 3 responses I can use in a live conversation: (1) a clarifying question to uncover the real concern,
(2) a reframe using ROI or risk language, (3) a social proof response using a hypothetical client story.
Keep each response under 60 words. Tone: confident, consultative, not pushy.
Follow-Up Email
Write a follow-up email to [NAME] at [COMPANY] after a discovery call where we discussed [KEY TOPICS].
They showed interest in [SPECIFIC FEATURE/OUTCOME] but had concerns about [CONCERN].
The email should: recap the key takeaway in one sentence, address the concern with a concrete example,
include a clear next step, and be under 150 words. Tone: warm, professional, no filler phrases.
Proposal Summary
Act as a proposal writer. Summarize the following proposal into a 1-page executive summary
suitable for a C-suite reader: [PASTE PROPOSAL CONTENT].
Structure: (1) The problem we're solving (2 sentences), (2) Our recommended approach (3 bullet points),
(3) Expected outcomes and timeline, (4) Investment overview, (5) Why us (1 differentiator).
Language should be outcome-focused, not feature-focused.
Discovery Questions
You are a consultative sales expert. Generate 10 discovery questions for a call with
[JOB TITLE] at a [COMPANY TYPE] company.
Our solution helps with [PROBLEM AREA]. Questions should uncover: current state, pain severity,
decision-making process, budget indicators, and urgency.
Include 2 questions that surface undiscovered pain. Format as a numbered list.
Avoid yes/no questions.

Operations

SOP Creation
Act as an operations manager. Write a standard operating procedure (SOP) for [PROCESS NAME]
at a [COMPANY TYPE / SIZE] company.
Include: purpose, scope, roles responsible, step-by-step instructions (numbered),
exception handling, and a quality check at the end.
Assume the reader has general business knowledge but no prior experience with this process.
Format for internal documentation. Length: 400-600 words.
Meeting Summary
Summarize the following meeting transcript into a structured recap: [PASTE TRANSCRIPT].
Output format: (1) Meeting objective (1 sentence), (2) Key decisions made (bullet points),
(3) Action items with owner and due date (table format), (4) Open questions / parking lot items,
(5) Next meeting agenda suggestions.
Tone: concise and factual. Remove filler and repetition.
Process Documentation
You are a process documentation specialist. Based on the following description of how we currently
handle [PROCESS]: [DESCRIPTION].
Identify: (1) inefficiencies or redundancies, (2) steps that could be automated with AI or software,
(3) recommended revised process flow (numbered steps), (4) KPIs to track process performance.
Output as a structured document suitable for sharing with department heads.
Vendor Comparison
Act as a procurement analyst. I am evaluating the following vendors for [SOLUTION CATEGORY]:
[VENDOR A], [VENDOR B], [VENDOR C].
Key criteria: [LIST CRITERIA — e.g., pricing, integration, support, scalability].
Create a comparison table scoring each vendor 1-5 per criterion, a brief narrative summary
of the recommended choice, and 3 due-diligence questions to ask each vendor before deciding.
🌟

Executive

Board Deck Narrative
Act as a chief of staff preparing a board presentation. Based on the following metrics and context:
[PASTE METRICS / QUARTER SUMMARY].
Write the narrative for 3 key slides: (1) Business performance overview (headline + 3 bullets),
(2) Strategic priorities for next quarter (3 initiatives with rationale),
(3) Key risks and mitigation actions.
Tone: confident, data-grounded, forward-looking. Each slide narrative: max 120 words.
Strategic Memo
You are a senior strategy advisor. Draft a 1-page strategic memo recommending [DECISION/INITIATIVE]
to the executive team at [COMPANY CONTEXT].
Structure: (1) The recommendation (1 sentence), (2) Context and rationale (why now, why this),
(3) Expected impact (quantified where possible), (4) Key risks and mitigations,
(5) Recommended next steps with owners and timeline.
Tone: direct, analytical, concise. No passive voice.
Stakeholder Communication
Draft an internal communication from [EXEC TITLE] to [AUDIENCE] about [TOPIC — e.g., restructure,
new strategy, system change].
Key messages: [LIST 3 POINTS]. Anticipated concerns: [LIST CONCERNS].
The message should: lead with the business rationale, acknowledge impact on the audience,
be transparent about what's known and unknown, and close with a clear call to action.
Length: 300-400 words. Tone: empathetic, clear, authoritative.
Scenario Planning
Act as a strategic planning consultant. Given the following business context: [CONTEXT].
Develop three scenarios for [TIMEFRAME — e.g., next 18 months]:
(1) Base Case — most likely outcome, (2) Upside Case — what must go right,
(3) Downside Case — key risks materialize.
For each scenario: describe the conditions, key assumptions, strategic implications,
and recommended actions. Format as a structured table followed by a 2-paragraph synthesis.
Common Mistakes to Avoid

Being too vague: "Write a marketing email" produces generic output. Always specify the audience, goal, and desired outcome.

Skipping the role: Assigning an expert persona meaningfully improves output specificity and professional tone.

Not iterating: Treat AI output as a first draft. The best results come from 2-3 rounds of refinement with targeted follow-up prompts.