50 AI Prompt Examples to Improve Your Results

Most people who use AI tools get mediocre results not because the AI is limited, but because their prompts are vague, underspecified or missing the context the AI needs to do its best work. The fastest way to close that gap is to see real AI prompt examples that work, understand why, and apply the same structure to your own tasks straight away.

Below are 50 real examples across five areas: writing and editing, analysis and research, coding, learning, and creativity and planning. Copy any of them into a free AI chatbot, fill in the brackets and adapt the structure to your own work.

A weak prompt forces the AI to guess. Ask it to ‘summarise this article’ and it has to decide the length, the audience and the level of detail on its own. Strong prompts remove those guesses by including:

• The task: exactly what you want done
• The context: who it is for and why
• The format: bullet points, a table, an email or code
• The constraints: length, tone and anything to avoid

Model choice matters too. GPT-6 Astra handles complex, multi-step tasks well, and Claude Sonnet 5 tends to excel at writing and nuanced feedback. Always check important facts, numbers and code before you rely on them.

Writing prompts work best when they include the audience, length and tone. The AI summarizer condenses long content in one step, and the AI email writer handles everyday messages.

1. Content summary

Summarise this article for [audience] in [number] bullet points, then give a one-sentence takeaway: [paste]. Keep the author’s main argument, include any key numbers, and flag anything that reads as opinion rather than fact.

2. Professional email

Write an email to [recipient] asking for [request]. Context: [describe]. Keep it under 150 words, put the request in the first two sentences, use a [friendly / formal] tone and end with a clear next step.

3. Edit your own writing

Edit this draft for clarity and flow without changing my voice: [paste]. Cut unnecessary words, fix awkward sentences, and list the five biggest changes you made and why.

4. Blog post outline

Create an outline for a blog post titled [title] for [audience]. Include H2 and H3 headings, the key point of each section and where examples should go.

5. Rewrite for another audience

Rewrite this explanation for [audience, e.g. a beginner, an executive, a 12-year-old]: [paste]. Keep the meaning, but change the vocabulary and examples to suit them.

6. LinkedIn post

Turn this idea into a LinkedIn post of under 200 words: [idea]. Open with a hook, share one specific example and end with a question.

7. Cover letter

Write a cover letter for [role] at [company] based on my experience: [paste]. Lead with my most relevant achievement and keep it under 300 words.

8. Proofreading

Proofread this text for grammar, spelling and punctuation in [US / UK] English: [paste]. Return the corrected text and a list of my recurring mistakes.

9. Headline options

Write 10 headline options for [content] aimed at [audience]. Mix how-to, list, question and benefit formats, and keep each under 60 characters.

10. Meeting recap

Turn these meeting notes into a recap email: [paste]. Include the decisions made, action items with owners and deadlines, and open questions.

Analysis prompts need real data and clear questions. Gemini 3 Pro can work across long documents in one go, and the AI PDF summarizer pulls the key points from reports.

11. Research synthesis

Here are notes from several sources on [topic]: [paste]. Synthesise the main findings, show where the sources agree and disagree, and list open questions. Do not add facts that are not in the notes.

12. Data interpretation

Here is a summary of my dataset: [paste]. Explain the three most important patterns in plain language, what might be causing them and what I should look at next.

13. Spreadsheet formula

In [Excel / Google Sheets], I need a formula that [describe the calculation]. My data is in [columns]. Give me the formula and explain how it works.

14. Survey response analysis

Here are open-ended survey responses: [paste]. Group them into themes, count each theme and give two representative quotes per theme.

15. Option comparison

Compare [option A], [option B] and [option C] for [purpose] in a table covering cost, pros, cons and best use case, then recommend one.

16. Fact-check list

List every factual claim in this text: [paste]. For each, note what kind of source would confirm it and flag anything that looks outdated or doubtful.

17. Report summary for a manager

Summarise this report for a busy manager: [paste]. Give the main conclusion, three supporting points and the recommended action in under 150 words.

18. SWOT analysis

Run a SWOT analysis for [business or idea] using this information: [paste], then suggest two strategic actions based on it.

19. Trend explanation

Explain why [trend] is happening in [industry], the main factors driving it, who benefits and what might change in the next few years. Note which points I should verify with current sources.

20. Chart explanation

Here is the data behind a chart: [paste]. Describe what the chart shows in three sentences suitable for a presentation, and suggest the best chart type.

Coding prompts need the language, the code and the expected behaviour. DeepSeek V4 Pro is useful for step-by-step debugging, and Claude Sonnet 4.6 is dependable for everyday coding tasks.

21. Code review and debugging

Review this [language] code: [paste]. Find bugs, explain why each one happens, suggest fixes and point out any security or performance issues.

22. Explain this code

Explain what this code does line by line for someone new to [language]: [paste]. Then summarise its purpose in one sentence.

23. Write a function

Write a [language] function that [describe the behaviour]. Inputs: [describe]. Outputs: [describe]. Handle edge cases, add comments and include an example call.

24. Unit tests

Write unit tests for this function using [testing framework]: [paste]. Cover normal cases, edge cases and invalid inputs.

25. SQL query

Write a SQL query for [database type] that [describe the result]. Tables and columns: [describe]. Explain each part of the query.

26. Regular expression

Write a regular expression that matches [describe pattern] and does not match [counter-examples]. Explain each part and give test examples.

27. Refactor for readability

Refactor this code to make it cleaner and easier to maintain without changing its behaviour: [paste]. Explain the main improvements.

28. Error message explainer

I got this error: [paste error and relevant code]. Explain what it means, the most likely causes and how to fix it step by step.

29. API documentation

Write clear documentation for this API endpoint: [paste code or description]. Include its purpose, parameters, an example request, an example response and possible errors.

30. Commit message

Write a clear Git commit message for these changes: [describe or paste diff]. Use a short summary line and a brief description of what changed and why.

Learning prompts are most useful when they make you think. Check your maths with the AI math calculator, and use Claude Haiku 4.5 for quick quizzes and flashcards.

31. Explain a concept

Explain [concept] to a [level] learner using a simple analogy, one real example and a common misconception to avoid.

32. Quiz me

Quiz me on [topic] with 10 multiple-choice questions of increasing difficulty. Wait for my answer each time, then explain the correct answer.

33. Study plan

Create a four-week study plan for [exam or subject] with [hours] per week. Include weekly topics, practice tasks and review sessions.

34. Flashcards from notes

Turn these notes into 20 flashcards, with a question on one side and a short answer on the other: [paste].

35. Analogy builder

Explain [difficult concept] using three different analogies from [everyday life / sport / cooking], then tell me where each analogy breaks down.

36. Language practice partner

Act as a friendly [language] tutor. Have a simple conversation with me about [topic] at [level], correct my mistakes gently and explain one grammar point per reply.

37. Step-by-step problem help

Help me solve this [maths / physics] problem step by step without giving the final answer straight away: [problem]. Ask me to try each step first.

38. Plain-language rewrite

Rewrite this technical paragraph in plain language for a non-expert, keeping all the important information: [paste].

39. Exam-style practice questions

Write five exam-style questions on [topic] for [level], with a mark scheme showing what a full-mark answer would include.

40. Lesson summary

Summarise what I should remember from this lesson or chapter: [paste notes]. Give five key points, one example for each and one question to test myself.

Creative and planning prompts benefit from constraints and options. The AI idea generator widens your list, Nano Banana Pro turns image prompts into pictures, and Grok 4.5 offers bolder ideas when you want them.

41. Creative writing with constraints

Write a 300-word short story about [theme] set in [setting], told in the second person, with no dialogue and a twist in the last line.

42. Brainstorming

Give me 20 ideas for [goal], ranging from safe to bold. Mark the three most original and the three easiest to start this week.

43. Decision support

Help me decide between [option A] and [option B]. Ask me three questions about my priorities, then compare the options against them and give a recommendation.

44. Travel itinerary

Plan a [number]-day trip to [destination] for [travellers] who enjoy [interests] on a [budget level] budget. Include a day-by-day plan, food ideas and one rainy-day backup.

45. Weekly dinner plan

Create a weekly dinner plan for a family of [number] who like [cuisines] and want quick meals of under 30 minutes. Include a combined shopping list.

46. Event planning

Plan a [type of event] for [number] guests on [date] with a budget of [amount]. Include a timeline, a checklist, suppliers to book and a day-of schedule.

47. Gift ideas

Suggest 10 gift ideas for [person description] who loves [interests], across different price ranges, with a short reason for each.

48. Image prompt writer

Turn this idea into a detailed prompt for an AI image generator: [idea]. Include the subject, setting, lighting, style, colour palette and camera angle.

49. Weekly schedule

Build a realistic weekly schedule for me. Fixed commitments: [list]. Goals: [list]. Include focus time, breaks and time to rest.

50. Negotiation prep

Help me prepare to negotiate [salary / price / terms] with [person]. My goal: [describe]. List my strongest arguments, likely objections, how to respond and my walk-away point.

Chat Smith gives you GPT, Claude, Gemini, Grok and DeepSeek in one app, so you can test the same prompt across models and keep the version that works best. Save your favourite examples as templates and build a personal prompt library for every task.

Use Gemini 3.5 Flash when speed matters. Once you see the pattern — task, context, format and constraints — you can write a strong prompt for almost anything.