Ready-to-Use AI Prompts for Common Business Tasks
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- Apply a ready-to-use prompt template for each of eight common professional tasks without building from scratch
- Identify how each prompt in the library applies the core techniques — role assignment, context, format, and constraints — from earlier lessons
- Adapt the variable sections of each prompt template to your specific organizational context to improve output quality
- Evaluate when a generic template needs significant adaptation versus when it can be used close to as-is
- Build a personalized version of at least one library prompt and save it as a starting point for a recurring task
You have learned the techniques. Now here is the prompts library. This lesson provides eight complete, ready-to-use prompts for the business tasks professionals use AI for most frequently. Copy them, adapt the bracketed variables to your context, and use them immediately. Each prompt applies the techniques from previous lessons — role assignment, context setting, format specification, and constraints — so you do not have to build them from scratch.
How to Use This Library
Each prompt below is a template. The text in [BRACKETS] is a variable you replace with your specific information. The surrounding text is designed to stay constant. Some prompts include optional additions marked clearly. After using a prompt, save your version with your specific context filled in — a saved, contextualised prompt is more valuable than a generic template.
Before adopting any of these templates for recurring use, test it against two or three real examples from work you have already completed — a meeting you already summarized manually, a job description you already wrote, a competitor you already know well. Compare the AI output against what you know to be accurate before trusting the template on a task where you cannot easily check the result yourself.
Prompt 1: Email Drafting
Use for: Writing first drafts of professional emails, especially ones that require a specific tone or persuasive intent.
You are a senior professional writing on behalf of [YOUR ROLE] at [COMPANY/ORGANISATION].
Draft an email to [RECIPIENT DESCRIPTION] with the following objective: [SPECIFIC GOAL OF THE EMAIL].
Context: [2-3 sentences of relevant background the recipient needs to understand the email's purpose]
Requirements:
- Subject line: [provide one, or write "Generate a subject line that emphasizes [X]"]
- Tone: [professional and direct / warm and collaborative / firm but constructive]
- Length: 150-200 words
- End with: [a specific call to action, e.g. "a request for a 20-minute call this week"]
- Do not: [list any constraints, e.g. "do not mention price," "do not use passive voice"]
Prompt 2: Meeting Summarization
Use for: Turning meeting transcripts or notes into structured summaries with action items.
You are a project manager. Summarize the following meeting transcript or notes.
Format the output in exactly three sections:
**Decisions Made**
[Bullet list of specific decisions reached. Start each bullet with a verb: "Approved," "Agreed," "Confirmed," "Rejected."]
**Action Items**
[Bullet list. Format each as: Owner — Task — Deadline (if mentioned). If no deadline was mentioned, write "Deadline: TBD."]
**Open Questions**
[Bullet list of unresolved questions or items requiring follow-up that were identified but not resolved in this meeting.]
Total length: under 250 words. Use plain language. Do not add commentary or interpretation — capture only what was explicitly stated.
[PASTE TRANSCRIPT OR NOTES HERE]
Prompt 3: Competitive Research
Use for: Structuring AI-assisted competitive analysis of a specific competitor.
You are a senior strategy analyst. Based on the information provided below about [COMPETITOR NAME], produce a structured competitive profile.
Format:
**Company Overview** (2 sentences: what they do, who they serve)
**Key Strengths** (3-4 bullets: what they do better than most, based on the evidence provided)
**Weaknesses or Vulnerabilities** (3-4 bullets: where they appear weak, what they are criticised for)
**Go-to-Market Approach** (2-3 bullets: how they reach and win customers)
**Positioning vs. Us** (2-3 bullets: how their positioning differs from ours, and what this means for how we compete)
Constraints: Do not speculate beyond the information provided. If a section cannot be completed from the provided information, write "[Insufficient data — requires additional research]."
[PASTE COMPETITOR INFORMATION: website copy, reviews, press releases, etc.]
Prompt 4: Job Description Writing
Use for: Drafting job descriptions for open roles.
You are an experienced HR professional and talent acquisition specialist. Write a job description for the following role.
Role: [JOB TITLE]
Company type: [COMPANY SIZE, STAGE, AND INDUSTRY, e.g. "50-person Series A B2B SaaS company"]
Reports to: [TITLE OF MANAGER]
Team context: [1-2 sentences about the team this role joins]
Primary responsibility: [1-sentence summary of what this person will own]
Key requirements: [bullet list of genuine must-haves]
Nice to have: [bullet list of genuine differentiators]
Format:
- Role summary: 2-3 sentences
- What you will do: 5-7 bullet points starting with action verbs
- What we are looking for: 5-6 bullets (must-haves only)
- Bonus if you have: 2-3 bullets
Constraints: Avoid gender-coded language. Avoid inflating the seniority requirements. Do not use corporate jargon. Do not include a boilerplate equal opportunity statement (we will add that separately).
Prompt 5: Project Brief Creation
Use for: Creating a structured project brief from rough notes or a verbal description.
You are a senior project manager. Convert the following rough project description into a structured project brief.
Format:
**Project Name:** [You generate based on context]
**Objective:** (1 sentence: what this project will achieve and why it matters)
**Background:** (2-3 sentences: why this project exists, what problem it solves)
**Scope:** (What is included / What is explicitly out of scope — two separate bullet lists)
**Key Deliverables:** (3-5 bullets with specific, measurable outputs)
**Timeline:** (Key milestones if mentioned; otherwise "TBD — to be confirmed with stakeholders")
**Stakeholders:** (List from the description provided; include role/function for each)
**Risks and Dependencies:** (2-3 bullets on the most significant risks or external dependencies mentioned)
**Open Questions:** (Items that need answering before the project can proceed with confidence)
If information for a section is not provided in the notes, write "[To be confirmed]" rather than speculating.
[PASTE YOUR ROUGH NOTES OR DESCRIPTION HERE]
Prompt 6: Data Interpretation
Use for: Getting structured analytical commentary on data you provide.
You are a senior data analyst communicating findings to a non-technical business audience.
Analyze the following data. Do not describe the numbers — interpret them. Focus on what is notable, what has changed, and what the data suggests about underlying dynamics.
Structure your response as:
**The two most significant findings** (numbered, 2-3 sentences each — be specific about what the data shows)
**One anomaly or unexpected pattern** (1 paragraph: describe it and suggest one plausible hypothesis for why it might be occurring)
**One question this data raises that the organization should investigate** (1 sentence — precise and actionable)
Constraints: Do not state the obvious. Do not summarize what is already visible in the data without adding interpretation. Use plain language — no statistical jargon unless essential.
[PASTE YOUR DATA HERE — table, CSV extract, or description of figures]
Prompt 7: Presentation Outline
Use for: Creating a structured slide-by-slide outline before building a presentation.
You are a senior consultant who builds executive presentations for C-suite audiences.
Create a slide-by-slide outline for a [LENGTH, e.g. "15-slide"] presentation on the following topic: [TOPIC].
Audience: [WHO IS IN THE ROOM AND WHAT THEY CARE ABOUT]
Objective of the presentation: [WHAT YOU WANT THE AUDIENCE TO THINK, FEEL, OR DECIDE BY THE END]
Key information to incorporate: [BULLET LIST OF THE KEY FACTS, DATA, OR ARGUMENTS TO COVER]
For each slide provide:
- Slide number and title (headline, not a label)
- One-sentence description of what this slide communicates
- Key data or evidence to include (if relevant)
- Whether this slide requires a decision from the audience
Format as a numbered list. Keep the narrative arc visible — each slide should clearly lead to the next.
Prompt 8: Customer Feedback Analysis
Use for: Finding themes and insights in batches of customer feedback.
You are a senior customer experience analyst. Analyze the following collection of customer feedback.
Your task is to identify what is actually being said at a pattern level, not to summarize individual comments.
Structure your output as:
**Top 3 Themes** (numbered; for each: theme title, 2-sentence description, approximate proportion of feedback that reflects it, one verbatim quote that best illustrates it)
**Most Frequently Praised Aspect** (1 paragraph)
**Most Frequently Criticised Aspect** (1 paragraph; be specific — not "communication" but "unclear pricing communication on the renewal page")
**One Insight the Business May Not Have Expected** (1 paragraph: a pattern that is surprising, underrepresented, or likely to be missed in a surface-level reading)
**Recommended Action** (1 sentence: the single highest-priority action suggested by this feedback)
Constraints: Do not use filler phrases. Be specific and direct. Cite feedback directly where possible. Do not soften negative findings.
[PASTE CUSTOMER FEEDBACK HERE — reviews, survey responses, NPS comments, support tickets, etc.]
Replacing a manual reporting process with an adapted prompt library
Context
An operations coordinator at a logistics company was responsible for several recurring weekly outputs: a meeting summary from the Monday operations call, a brief for each supplier issue that required escalation, and a monthly update email to the regional director. Each was taking 45 to 60 minutes of manual drafting time per week. She had tried using AI but found generic prompts produced outputs that did not match the company's specific formats or language.
Action
She took three prompts from this lesson — meeting summarization, email drafting, and project brief creation — and fully adapted each one by replacing the bracketed variables with her actual role, her company's reporting language, and the specific section names used in the regional director's preferred format. She saved each adapted version and tested it against three real examples from the previous month before adopting it for live use.
Outcome
All three recurring outputs now use her adapted templates as starting points, reducing the drafting phase to input preparation and light editing. She contributed the adapted meeting summary prompt to her team's shared folder, where two colleagues adopted it within the first two weeks.
Adapting These Prompts for Your Context
These prompts work as-is for many situations, but they produce even better results when you add your specific context: your company's positioning, your audience's specific characteristics, your brand's tone preferences, and any constraints unique to your domain.
The most efficient approach is to adapt each prompt once for your context and save the adapted version. A personalized version of Prompt 1 that already contains your role, your company context, and your default tone preference requires only the recipient description and goal to produce a usable output.
A marketing manager uses Prompt 3 (Competitive Research) with only the competitor's name filled in and no other information pasted. The output contains confident-sounding claims about the competitor's weaknesses that she cannot verify. What is the most likely cause of this problem?
Select one answer.
In the data interpretation prompt (Prompt 6), why does the instruction say 'do not describe the numbers — interpret them'?
Select one answer.
Exercise
Your Task
Take Prompt 3 (Competitive Research) from this lesson and fully customize it for a real competitor you need to analyze in your current role. Replace the bracketed variables with your actual competitor name. Then gather three to five pieces of real competitor information — website copy, a review or two, a press release, a job posting — and paste them into the input section. Run the customized prompt and evaluate the output against the format structure the prompt specifies. Identify one section that needed improvement and note what additional information would have strengthened it.
Success looks like
- All bracketed variables are replaced with your actual context — no generic placeholders remain in the prompt you ran
- The input section contains real pasted competitor information, not a description of the competitor from memory
- The output follows the five-section format the prompt specifies: Overview, Strengths, Weaknesses, Go-to-Market, and Positioning vs. Us
- Sections where information was insufficient are labeled '[Insufficient data — requires additional research]' rather than filled with speculation
- You can name one specific piece of information you would gather next to strengthen the weakest section
Watch out for
- Running the prompt without pasting actual competitor information — without input content, the model will speculate rather than analyze, which is exactly what the constraint is designed to prevent
- Treating the generic template output as complete analysis — the power of this prompt comes from the real input you provide, not from the template itself
Hint
If a section comes back as '[Insufficient data]' when you actually do have relevant information, check that you pasted it into the input section. The model only draws on what is in the conversation — it will not retrieve information you have but did not include.
- These eight prompts cover the most common professional AI tasks — email drafting, meeting summarization, competitive research, job descriptions, project briefs, data interpretation, presentation outlines, and customer feedback analysis.
- Each prompt applies the techniques from this course: role assignment, context specification, structured format requirements, and explicit constraints — these are not incidental, they are what make the prompts reliable.
- Copy and adapt, do not use verbatim — the variables in brackets represent genuine customisation that will significantly improve output quality over the generic template.
- Save your adapted versions with your specific context filled in — a personalized, contextualised prompt is more valuable than the generic template you started from.
- Treat these prompts as starting points for your team's shared prompt library — adapted and tested versions that reflect your specific domain will consistently outperform generic templates.