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PromptifyLab

AI prompts by profession

AI prompts organised by profession: accountants, sales, real estate, teachers, students, YouTubers, freelancers, HR, developers and more. Each page lists the jobs AI genuinely helps with in that role, 12 or more copy-ready prompts you can fill in and open in ChatGPT, Claude or Gemini, and the cautions that matter in that line of work.

Most prompt lists are written for “anyone”, which means they fit nobody. These pages start from the work: the emails you send every week, the documents you dread, the questions clients keep asking. Pick your job below.

Work & business

Accountants & bookkeepersChasing clients for documents without sounding impatient · Explaining a P&L or balance sheet to a non-finance owner · Turning your close process into a checklist with owners12 prompts →Finance professionals & analystsDesigning forecast and scenario model layouts · Explaining period-on-period variance in plain language · Writing a board-ready one-pager from a data export12 prompts →Sales professionalsWriting cold outreach that gets a reply · Preparing for a discovery or sales call · Handling a specific objection12 prompts →Real estate agentsWriting property listings from a fact sheet · Following up after a viewing · Planning a month of local social posts12 prompts →MarketersBuilding keyword clusters and content briefs · Writing and testing ad copy · Planning email sequences12 prompts →Small business ownersWriting a one-page business plan with break-even · Replying to customers on WhatsApp and social media · Writing supplier and distributor emails12 prompts →Ecommerce sellersWriting product descriptions that sell · Writing marketplace listings that rank · Creating product and lifestyle images12 prompts →FreelancersReplying to job posts with strong proposals · Setting rates you can defend · Writing clear quotes and proposals12 prompts →Office administrators & executive assistantsWriting emails to suppliers, importers and distributors · Managing meeting requests and calendar conflicts · Turning meeting notes into actions and owners12 prompts →HR & recruitersWriting job descriptions that filter correctly · Building structured interview scorecards · Screening CVs against criteria12 prompts →Project managersBreaking a goal into a work breakdown · Writing a brief that prevents scope creep · Building a RAID log from notes12 prompts →Customer service teamsReplying to angry customers calmly · Building chat and WhatsApp quick replies · Turning tickets into help articles12 prompts →Managers & executivesPressure-testing a strategy · Structuring a difficult decision · Writing a board-ready one-pager12 prompts →ConsultantsStructuring a problem as an issue tree · Building a hypothesis-driven analysis plan · Analysing a competitor12 prompts →Software developersReviewing a diff like a senior engineer · Debugging from a stack trace · Generating tests that find bugs12 prompts →Data analystsExploring a new dataset · Writing SQL from a plain description · Writing Excel and Sheets formulas12 prompts →Nonprofits & charitiesWriting grant application sections · Writing impact reports · Thanking and updating donors12 prompts →

Creators & writers

Social media managersPlanning a monthly content calendar · Writing captions in the brand's voice · Scripting Reels, TikToks and Shorts12 prompts →YouTubers & content creatorsFinding video ideas with real demand · Writing titles that earn the click honestly · Scripting for retention12 prompts →Writers & bloggersOutlining an article with a real argument · Writing an opening that earns attention · Turning raw notes into a draft in your voice12 prompts →

Learning & careers

TeachersPlanning a lesson that produces understanding · Differentiating for mixed abilities · Writing questions that reveal misconceptions12 prompts →StudentsTurning notes into active recall questions · Building a realistic revision timetable · Understanding a difficult chapter12 prompts →Job seekersTailoring your CV to a job description · Writing a cover letter that gets read · Preparing STAR interview answers12 prompts →

Home & family

ParentsCreating routines and chore charts · Planning meals from what you have · Helping a child who is struggling12 prompts →

Your job is not listed?

Search the full prompt library by task, or tell us your profession – new role pages are added based on requests.


Are these prompts free to use at work?

Yes. Copy them, adapt them and use them commercially. Check your employer’s AI policy before pasting confidential information into any AI tool.


Which AI works best for my job?

All the prompts work in ChatGPT, Claude and Gemini. The AI models guide explains what each is good at, and the AI Model Picker gives a recommendation in three questions.


How do I fill in the brackets?

Press “Fill in” on any prompt. Each [BRACKETED] part becomes a form field, the finished prompt updates as you type, and you can copy it or open it straight in ChatGPT or Claude.