AI prompt library: ready-to-use prompts by category

This AI prompt library collects ChatGPT prompts you can copy and use straight away, grouped by task so you can find a starting point in seconds. Every prompt works with other chat assistants too, such as Claude, Gemini or DeepSeek. Use the filter box or the category buttons to narrow the list, then copy a prompt or send it to the generator.

96 prompts

Marketing

Prompts for positioning, campaigns, ads and conversion copy that start from your real product and audience.

Value proposition in three versions

You are a senior product marketer who specializes in positioning.
Write a value proposition for [product or service], which helps [target customer] to [main outcome]. Its main alternative today is [competitor or current workaround].

Constraints:
- Lead with the customer outcome, not the feature list.
- Name one concrete difference from the alternative.
- No buzzwords such as "revolutionary", "seamless" or "cutting-edge".
- Use only facts I gave you; do not invent numbers.

Output format:
1. A one-line value proposition (max 15 words).
2. A two-sentence version for a homepage subheading.
3. A 50-word version for a sales deck.
4. Three bullet points that back up the claim, each starting with a verb.

Landing page hero section

Act as a conversion copywriter reviewing a landing page for [product] aimed at [audience].
The visitor arrives from [traffic source, e.g. a Google ad for "keyword"] and the single goal of the page is [desired action].

Write the hero section only:
- 5 headline options, each under 10 words, using different angles (outcome, pain, speed, proof, curiosity).
- 1 subheadline of 20–25 words that explains how it works.
- 2 call-to-action button labels of 2–4 words.
- 1 line of reassurance under the button (e.g. about trials, cancellation or privacy), based only on this real policy: [your policy].

Keep the reading level simple, avoid exclamation marks and present the result as a table with columns Angle, Headline and Why it works.

Buyer persona from real reviews

You are a customer research analyst.
Below are [number] real customer reviews and support messages about [product or category]:
[paste reviews]

Build one evidence-based buyer persona from them.
Rules:
- Every statement must be traceable to the text; quote short phrases as evidence.
- Separate what customers say from what you infer, and label inferences.
- Do not invent age, income or names unless the reviews mention them.

Output format:
- Persona label (descriptive, not a fake name)
- Jobs to be done (3)
- Main frustrations (3, with quotes)
- Words they use to describe the problem
- Objections before buying
- What would make them recommend us
- Two messaging ideas we should test next

Competitor positioning comparison

Act as a brand strategist preparing a positioning review for [your brand] in the [industry] market.
Here is what I know about three competitors: [competitor A: description], [competitor B: description], [competitor C: description]. Our current message is: [your current tagline or pitch].

Tasks:
1. Summarize how each competitor positions itself in one sentence.
2. Identify the claims everyone is making that no longer differentiate.
3. Suggest two open positions we could credibly own, given our strengths: [your real strengths].
4. Flag any risk in each position.

Constraints: base everything on the descriptions provided, mark assumptions clearly and keep the full answer under 400 words. Use a comparison table for step 1.

Search ad headlines and descriptions

You are a paid search specialist writing responsive search ads.
Product: [product or service]
Landing page offer: [offer]
Main keyword: [keyword]
Audience: [audience]
Unique selling points: [USP 1], [USP 2], [USP 3]

Write 15 headlines of up to 30 characters and 4 descriptions of up to 90 characters.
Rules:
- Include the main keyword in at least 3 headlines.
- Mix benefit, feature, proof and call-to-action headlines.
- No claims I have not provided, no superlatives like "best" or "number one", no all-caps words.
- Show the character count next to each line.

Output as two numbered lists (Headlines, Descriptions), then suggest which 3 headlines to pin to position 1 and why.

30-day product launch plan

Act as a launch marketing manager for a small team with [team size] people and a budget of [budget].
We are launching [product or feature] for [target audience] on [launch date]. Our existing channels are [email list size, social accounts, website, community, etc.].

Create a 30-day plan split into pre-launch (days 1–14), launch week (days 15–21) and follow-up (days 22–30).
For each phase list: goal, key messages, channel actions, owner role and one metric to watch.

Constraints:
- Only use the channels I listed, plus at most one new low-cost channel with a reason.
- Keep tasks realistic for the team size.
- End with the 5 tasks that matter most if we run out of time.

Format the plan as a table per phase.

Sales objection handling sheet

You are a sales enablement coach.
Our product: [product], price: [price or pricing model], typical buyer: [role and company type].
The objections we hear most are: [objection 1], [objection 2], [objection 3], [objection 4].

For each objection write:
- What the buyer is really worried about (one line).
- A short empathetic acknowledgment.
- A response that uses a question, a fact from this list [facts you can prove] or a small next step.
- One follow-up question to keep the conversation going.

Constraints: no pressure tactics, no fake scarcity, no invented customer stories. Keep each response under 60 words so a rep can say it naturally. Present it as a printable one-page table.

A/B test hypotheses for a page

Act as a conversion rate optimization analyst.
Page: [URL or description of the page]
Goal metric: [e.g. sign-ups, add-to-cart, demo requests]
Current performance: [current conversion rate or "unknown"]
What we know from analytics or feedback: [observations]

Propose 6 A/B test ideas. For each one give:
- Hypothesis in the format "If we [change], then [metric] will [improve] because [reason]."
- What exactly changes in the variant.
- Expected impact (low/medium/high) and effort (low/medium/high).
- What could make the result misleading.

Rank the ideas by impact divided by effort and explain the top pick in two sentences. Do not recommend running several tests on the same element at once.

Writing

Prompts for drafting, editing and restructuring text while keeping your own voice and facts.

Blog post outline with angle

You are an editor at a respected online magazine.
Create a detailed outline for an article about [topic] for [audience], who already know [what readers already know] and want to [reader goal].

Requirements:
- Propose 3 possible angles first, then choose the strongest and explain why in one sentence.
- Working title plus 2 alternatives.
- Introduction hook idea that avoids clichés like "In today's fast-paced world".
- 5–7 H2 sections, each with 2–3 bullet points of what to cover and one example, story or data point I should look for.
- A conclusion that gives the reader one clear next step.

Target length of the final article: [word count]. Return the outline in Markdown.

Clarity edit with explanations

Act as a professional line editor.
Edit the text below for clarity and flow while keeping my meaning, voice and all facts unchanged.
[paste your text]

Rules:
- Shorten sentences longer than 25 words where possible.
- Replace vague words (things, stuff, very, really) with specific ones.
- Prefer active voice unless passive is clearly better.
- Do not add new claims, examples or statistics.
- Keep British or American spelling as in the original.

Output format:
1. The edited text.
2. A list of the 5 most important changes, each with the original phrase, the new phrase and a one-line reason.

Short story opening scene

You are a literary fiction writer known for vivid, grounded openings.
Write the opening scene (300–400 words) of an original short story.

Setting: [place and time period]
Main character: [age, occupation, one defining trait]
Central tension: [what the character wants and what stands in the way]
Tone: [e.g. quiet and melancholic, tense, warmly funny]

Constraints:
- Start in the middle of an action, not with weather or waking up.
- Show emotion through behavior and detail rather than naming it.
- Include one line of dialogue that reveals character.
- End the scene on an unanswered question.
- Original characters only; no references to existing books or films.

After the scene, list 3 possible directions the story could take.

Rewrite for a different audience

Act as a versatile writer who adapts content for different readers.
Rewrite the text below for [new audience, e.g. ten-year-olds, busy executives, non-technical customers].
Original text:
[paste text]

Keep:
- All key facts and the main conclusion.
- Any numbers exactly as given.

Change:
- Vocabulary and sentence length to suit the new audience.
- Examples, so they come from the reader's everyday life.
- Tone to [tone, e.g. friendly, formal, reassuring].

Output format: the rewritten text with a short heading, followed by a two-column table listing three terms you replaced and the plain-language words you used instead. Length should be within 20% of the original.

Executive summary from a long document

You are a chief of staff who writes summaries for a busy CEO.
Summarize the document below for [reader and their role]. They need to decide [decision they must make].
[paste document]

Rules:
- Start with the bottom line in one sentence.
- Separate facts from opinions or forecasts in the source.
- Keep numbers, dates and names exactly as written.
- If something important is missing for the decision, say what.
- Maximum 200 words.

Output format:
**Bottom line:** …
**Key points:** 3–5 bullets
**Risks or open questions:** 2–3 bullets
**Recommended next step:** one sentence

Persuasive opinion piece draft

Act as an experienced opinion columnist.
Write a 600–700 word opinion piece arguing that [your position] on the topic of [topic], for readers of [publication type or audience].

Use these arguments and sources I trust: [your points and sources].

Structure:
- A specific opening scene or example, not a general statement.
- A clear thesis by the end of the second paragraph.
- Three supporting arguments, each with evidence from my list.
- One paragraph that fairly states the strongest counterargument and answers it.
- A closing that tells readers what they can do.

Constraints: no invented quotes or statistics; mark any spot where I should add a source with a short note in brackets. Suggest 3 headlines at the end.

Explainer with analogies

You are a science communicator who explains hard ideas without dumbing them down.
Explain [concept] to [audience] who know [what they already know].

Requirements:
- Open with why this concept matters in everyday life.
- Use two different analogies, then state where each analogy breaks down.
- Define every technical term the first time it appears.
- Include one worked example with real or clearly labeled hypothetical numbers.
- Finish with 3 common misconceptions and the correct version of each.

Length: 400–500 words. Use short H3 headings so the text can be scanned, and avoid jargon not defined above.

Proofread with change log

Act as a meticulous proofreader.
Proofread the text below for spelling, grammar, punctuation and consistency only. Do not rewrite sentences for style.
[paste text]

Also check:
- Consistent capitalization of names and headings.
- Consistent number and date formats.
- Repeated words and missing words.
- Style rules: [your rules, e.g. Oxford comma, US spelling, sentence-case headings].

Output format:
1. The corrected text.
2. A change log table with columns: Original, Correction, Rule.
3. A short list of passages that are ambiguous and need the author to decide, without changing them.

SEO

Prompts for keyword research, briefs, meta tags and content updates built around search intent.

Keyword clustering by intent

You are an SEO strategist.
Group the keywords below into clusters, where each cluster can be targeted by one page.
[paste keyword list, one per line, with search volume if you have it]

Rules:
- Cluster by search intent and topic, not just by shared words.
- Label each cluster with its intent: informational, commercial, transactional or navigational.
- Pick one primary keyword per cluster and list the rest as secondary.
- Flag keywords that do not fit any cluster.

Output format: a table with columns Cluster name, Intent, Primary keyword, Secondary keywords, Suggested page type (guide, category, product, comparison, tool). Then recommend which 3 clusters to tackle first for a site about [your niche] and explain why.

Title tag and meta description set

Act as an on-page SEO specialist.
Write title tags and meta descriptions for this page:
Page topic: [topic]
Primary keyword: [keyword]
Audience and intent: [who searches and what they want]
What makes the page different: [unique angle, tool or data]
Brand name: [brand]

Write 5 options for each.
Constraints:
- Title tags: 50–60 characters, primary keyword near the start.
- Meta descriptions: 140–155 characters, with a clear benefit and a soft call to action.
- No keyword stuffing, no all-caps, no clickbait promises the page cannot keep.
- Show the character count for each option.

Finish by recommending one pair and explain the choice in one sentence.

SEO content brief for a writer

You are a content lead writing a brief for a freelance writer.
Target keyword: [keyword]
Secondary keywords: [keywords]
Audience: [audience]
Business goal of the page: [goal, e.g. newsletter sign-ups, product trials]
Notes on what currently ranks: [what you see on the first page of results]

Produce a brief with:
- Search intent in one sentence.
- Recommended title and H1 (different wording).
- Outline of H2 and H3 headings with notes on what each should answer.
- Questions the article must answer.
- Ideas for original value: examples, screenshots, data or experience we can add.
- Internal pages to link to: [list of your URLs].
- Target length range and tone.

Do not include filler sections that exist only to add words.

FAQ section from page content

Act as an SEO editor improving an existing page.
Here is the page content:
[paste page text]
Main keyword: [keyword]

Write 6 FAQ entries that real searchers would ask about this topic and that the page does not fully answer yet.
Rules:
- Phrase questions the way people type or speak them.
- Answers of 40–70 words, direct first sentence, no marketing fluff.
- Only use facts from the page or facts I add here: [extra facts].
- Avoid repeating the same question in different words.

Output: the FAQ in Markdown, then the same content as valid FAQPage JSON-LD, and a note reminding me to only publish markup that matches visible text.

Internal linking opportunities

You are a technical SEO consultant.
Here is a list of pages on my site with their URL, title and main topic:
[paste list]

New page to integrate: [URL and topic of the new page]

Tasks:
1. Suggest 5–8 existing pages that should link to the new page.
2. For each, propose natural anchor text (varied, not exact-match every time) and the sentence where the link could sit.
3. Suggest 3 links from the new page to existing pages.
4. Point out any pages that seem to compete for the same topic.

Output as a table with columns From, To, Anchor text, Suggested sentence. Keep the anchor text descriptive and avoid generic text such as "click here".

Search intent analysis

Act as a search analyst.
I want to rank for [keyword] with a page on [your site or niche].
Here is a description of the current top results: [titles, page types, formats you see, featured snippets, videos, forums].

Analyze:
- The dominant intent and any secondary intent.
- The content format searchers expect (list, guide, tool, comparison, video, product page).
- What the top pages have in common and what they all miss.
- Whether my planned page type, [planned page type], fits the intent.

Output format: short sections with H3 headings, followed by a verdict of "fits", "partly fits" or "does not fit", and a recommended outline of up to 6 headings that covers the gap you found.

Refresh an outdated article

You are an editor responsible for keeping old content accurate.
Here is an article first published on [date]:
[paste article]
Its target keyword is [keyword], and it has lost traffic since [month or period].

Do the following:
1. List statements that are likely outdated or need a fresh source, quoting each one.
2. Identify sections that no longer match what searchers want and suggest what to cut, merge or add.
3. Suggest a new introduction of up to 80 words.
4. Propose 2 new sections with outlines.
5. Recommend a new title tag (max 60 characters).

Do not invent new facts or dates; mark where I need to verify information. Present the plan as a checklist I can work through.

Local business profile description

Act as a local SEO specialist.
Write a business description for an online map and business profile listing.
Business name: [name]
Category: [category]
City and neighborhoods served: [areas]
Main services: [services]
What customers praise most: [real feedback themes]
Opening details: [hours, booking, parking, accessibility]

Constraints:
- 650–750 characters.
- Mention the city and the main service naturally once or twice.
- No URLs, phone numbers, prices or promotional phrases like "best in town".
- Plain, friendly language that a local customer would trust.

Also write 3 short service descriptions (under 300 characters each) and 5 questions customers often ask, with brief answers.

Social media

Prompts for posts, threads, short-video scripts and community replies that fit each platform.

LinkedIn post from an experience

You are a ghostwriter for professionals on LinkedIn.
Turn this real experience into a post: [describe what happened, what you learned and who it is useful for].
My role: [your job and industry]

Rules:
- First line under 12 words that makes people want to read on, without clickbait.
- Short paragraphs of 1–2 lines.
- One concrete lesson, not a list of ten.
- No humblebrag, no "agree?" endings, no more than 3 hashtags.
- Keep it between 150 and 220 words.
- Write in first person with my voice: [describe your voice, e.g. direct and dry].

Output: the post, then 2 alternative first lines and one question I could add at the end to start a real discussion.

Thread that teaches one idea

Act as a creator who writes educational threads for X.
Write a thread of 7–9 posts that teaches [one idea or skill] to [audience].

Structure:
- Post 1: a specific promise or surprising fact (I will verify it): [fact or claim].
- Posts 2–7: one step, example or insight per post.
- Final post: a summary and a gentle call to follow or reply.

Constraints:
- Each post under 270 characters.
- Plain language, no hype words.
- Use numbers like 1/ 2/ 3/ at the start of each post.
- Include one example from [industry or situation].

Output the thread numbered, with the character count in brackets after each post.

Instagram carousel script

You are a social media designer planning a carousel post.
Topic: [topic]
Audience: [audience]
Goal: [save, share, follow, visit link in bio]

Write an 8-slide carousel:
- Slide 1: hook headline (max 8 words) plus a subline.
- Slides 2–7: one point per slide, a headline of max 6 words and body text of max 25 words.
- Slide 8: summary and call to action.

For each slide also suggest a simple visual (icon, photo idea or layout). Keep it accurate and actionable, with no invented statistics.

Finally write the caption (100–150 words) with a question for the comments and 5 relevant hashtags. Output as a table with columns Slide, Headline, Body, Visual.

Short video hooks and script

Act as a short-form video strategist for TikTok, Reels and Shorts.
My video is about [topic] for [audience], filmed by [me talking to camera / screen recording / voiceover over b-roll].

Give me:
1. 10 hook lines for the first 2 seconds, using different styles: question, bold statement, mistake, before/after, list, story.
2. A 30–45 second script using the strongest hook, with timing marks (0–3s, 3–10s, etc.).
3. On-screen text for each beat (max 6 words).
4. A closing line that invites comments rather than asking for likes.

Constraints: spoken language, short sentences, no claims I cannot back up, nothing that imitates a real person.

30-day content calendar

You are a social media manager.
Create a 30-day content calendar for [brand or creator] on [platforms].
Audience: [audience]
Content pillars: [pillar 1], [pillar 2], [pillar 3]
Posting capacity: [posts per week]
Key dates this month: [launches, events, holidays relevant to your audience]

Rules:
- Balance the pillars and vary formats (carousel, short video, text, story, live).
- At least one post per week that invites interaction.
- Repurpose one strong idea across several formats.
- Keep it realistic for my posting capacity.

Output a table with columns Day, Platform, Pillar, Format, Topic or hook, Call to action. Below the table, list 3 metrics I should check at the end of the month.

Reply to a negative comment

Act as a community manager known for calm, human replies.
A customer posted this public comment: [paste comment]
Context: [what actually happened, your policy, what you can offer]
Brand voice: [voice]

Write 3 reply options:
1. Short public reply (under 50 words) that acknowledges the issue and moves the conversation to a private channel.
2. Fuller public reply (under 90 words) that explains the facts politely.
3. Private message to send afterwards.

Constraints: no blaming the customer, no defensive tone, no promises beyond what I listed, no copy-paste corporate phrases like "we apologize for any inconvenience". Add one sentence on whether the comment should be hidden, answered or escalated.

YouTube Shorts tutorial script

You are a scriptwriter for 50-second tutorial Shorts.
Teach viewers how to [task] using [tool, app or method]. The audience is [beginner / intermediate].

Script requirements:
- 0–3s: show the end result and say what they will learn.
- 3–40s: 3–5 clear steps; for each, write the voiceover line and the matching shot or screen action.
- 40–50s: one common mistake to avoid and a closing line.
- Spoken words: max 130 in total.

Also provide a title under 60 characters, a 2-line description and 3 ideas for a follow-up Short. Present the script as a table with columns Time, Voiceover, On screen.

Profile bio options

Act as a personal branding copywriter.
Write social media bio options for [name or brand] on [platform].
What I do: [description]
Who I help: [audience]
Proof I can mention: [real achievements, credentials or experience]
Where I want people to go: [link or action]

Write 6 bio options in different styles: straightforward, playful, authority, community, minimalist and benefit-led.
Constraints:
- Respect the platform limit of [character limit] characters and show the count.
- No invented titles or awards.
- Max 2 emojis per bio, or none if the style does not suit them.

Recommend the best option for my goal and explain why in one sentence.

Email

Prompts for outreach, newsletters, follow-ups, sequences and delicate messages that get read and answered.

Cold outreach email

You are a B2B sales rep who writes short, respectful cold emails.
Write a first-touch email to [prospect role] at [company type].
Why I am reaching out: [specific trigger, e.g. a recent hire, launch or public post]
What we offer: [product or service in one sentence]
Proof: [a real result or customer type]
Ask: [small next step, e.g. a 15-minute call or permission to send a resource]

Rules:
- 70–110 words, plain text, no images.
- Personal first line based on the trigger, not flattery.
- One clear ask only.
- No fake urgency, no "just bumping this", no misleading subject lines.

Output: 3 subject lines (under 6 words), the email, and a P.S. option.

Welcome email sequence

Act as a lifecycle email marketer.
Plan a 4-email welcome sequence for new [subscribers / customers / trial users] of [product or newsletter].
What they signed up for: [lead magnet, trial or purchase]
The one action that predicts long-term value: [key activation step]

For each email give:
- Send timing (e.g. immediately, day 2).
- Goal of the email.
- Subject line and preview text.
- Body copy of 80–150 words.
- One call to action.

Constraints: friendly tone, no more than one link per email except the footer, and nothing that promises results I have not stated. End with which metric to watch for each email.

Polite follow-up after no reply

You are a professional who writes follow-ups that feel helpful, not pushy.
I emailed [person and role] on [date] about [topic and ask] and got no reply.
Our relationship: [cold / met once / existing client / colleague]

Write 2 follow-ups:
1. A short follow-up to send now (under 60 words) that adds one new piece of value: [new information, resource or idea].
2. A final, polite close-the-loop email for [number] days later that makes it easy to say no.

Rules: no guilt-tripping, no "per my last email", no sarcasm. Keep the original thread context in one line. Provide a subject line for each, or say if it should reply in the same thread.

Newsletter issue draft

Act as the editor of a niche newsletter about [topic] for [audience].
Write this week's issue using these items:
[item 1: link or note]
[item 2: link or note]
[item 3: link or note]
My personal take or story this week: [your note]

Structure:
- Subject line options (3) and preview text.
- Opening of 60–90 words with my take.
- One main story of 150–200 words.
- Two short items of 40–60 words each, with why it matters.
- A sign-off with one question readers can reply to.

Constraints: summarize the sources accurately, do not invent quotes, keep my voice: [voice]. Total length under 550 words.

Subject line test set

You are an email copywriter focused on open rates without clickbait.
Email content: [summary of the email]
Audience: [audience]
Sender name: [sender]
Goal: [goal]

Write 12 subject lines in 4 groups of 3: curiosity, direct benefit, personal/conversational and specific number or detail.
Rules:
- Under 45 characters each; show the count.
- The subject must honestly match the content.
- Avoid spam-trigger habits: all caps, multiple exclamation marks, "free!!!", misleading "RE:" or "FWD:".

For each group add a matching preview text (under 90 characters). Finally pick the two lines I should A/B test and state the hypothesis.

Saying no gracefully

Act as a communication coach.
Help me write an email declining [request, e.g. a project, invitation, discount, extra work] from [person and relationship].
Reason I can share: [reason, or "I prefer not to give a reason"]
What I can offer instead, if anything: [alternative]

Write 3 versions:
- Warm and brief (under 70 words).
- Formal (under 100 words).
- Declining while proposing the alternative (under 110 words).

Rules: clear "no" in the first two sentences, no over-apologizing, no excuses I did not give, keep the door open only if I want that: [yes/no]. Add a subject line for each version.

Win-back email for inactive customers

You are a retention marketer.
Write a win-back email for customers of [business] who have not [purchased / logged in / opened emails] in [time period].
What changed since they left: [new features, products, improvements]
Incentive, if any: [offer and its real terms, or "none"]

Requirements:
- Subject line options (3) and preview text.
- Body of 90–140 words that acknowledges the time away without guilt.
- Highlight up to 2 real improvements.
- One call to action, plus a clear option to update preferences or unsubscribe.

Tone: [tone]. Do not exaggerate the incentive or create false deadlines. Also suggest a follow-up email for those who still do not engage.

Customer support reply

Act as a senior customer support agent.
Customer message: [paste message]
What we know: [order details, account status, what went wrong]
What we can do: [refund, replacement, workaround, timeline]
What we cannot do: [limits of the policy]

Write a reply that:
- Thanks the customer and restates the issue in one sentence so they feel heard.
- Explains the solution in numbered steps if there are steps.
- Is honest about limits and timelines.
- Ends with what happens next and who will follow up.

Constraints: 100–170 words, warm but not overly casual, no internal jargon, no blaming other teams. Provide a short version for chat as well.

Business

Prompts for strategy, planning, operations and decisions, written to work with your own numbers and context.

Honest SWOT analysis

You are a strategy consultant who gives balanced, practical advice.
Run a SWOT analysis for [business or project] in [market and location].
Information I can share: [size, customers, revenue range if you want, team, recent changes]
Competitors or alternatives: [list]

Rules:
- 4–6 points per quadrant, each specific to this business, not generic.
- Mark points that are assumptions so I can verify them.
- Then connect them: 2 strategies that use strengths to capture opportunities and 2 that reduce weaknesses against threats.

Output format: a 2x2 table for the SWOT, followed by the 4 strategies as a numbered list with a first step for each one.

One-page business plan

Act as a startup mentor.
Turn my idea into a one-page business plan: [describe the idea].
Target customer: [customer]
How I plan to make money: [revenue model]
Resources I have: [time, skills, budget]

Include these sections, each in 2–4 bullets:
Problem, Solution, Target customer, Unique value, Channels, Revenue model, Costs, Key metrics, First 90 days, Biggest risks.

Constraints:
- Do not invent market sizes or growth figures; tell me which numbers I should research and where.
- Keep the whole plan under 450 words.
- End with 3 cheap ways to test demand before I spend money.

Pricing options review

You are a pricing strategist for small and mid-sized businesses.
Product or service: [description]
Current price: [price and model]
Costs per unit or per client: [costs]
Competitor prices I know: [list]
Customer segments: [segments and what each values]

Tasks:
1. Calculate the current margin and break-even point from my numbers, showing the math.
2. Propose 3 pricing structures (e.g. tiers, usage-based, bundles) with pros and cons for my segments.
3. Suggest how to test a price change with low risk.
4. List questions I should ask customers before changing anything.

Output with tables where useful. Do not assume numbers I have not provided; ask for them at the end instead.

Meeting notes to action items

Act as an executive assistant.
Here are raw notes or a transcript from a meeting about [topic] on [date] with [participants]:
[paste notes]

Produce:
1. A summary of 3–5 sentences.
2. Decisions made (only those clearly stated).
3. Action items as a table: Task, Owner, Due date, Status. If an owner or date was not mentioned, leave the cell empty rather than guessing.
4. Open questions that need a decision.
5. A short follow-up email to all participants with the above.

Keep names exactly as in the notes and do not attribute opinions to people unless the notes do.

Quarterly OKRs

You are an operations coach who helps teams write useful OKRs.
Team: [team and size]
Company goal this year: [goal]
Last quarter results: [what went well and what did not]
Constraints: [budget, headcount, dependencies]

Write 2–3 objectives for next quarter, each with 3 key results.
Rules:
- Objectives are qualitative and motivating; key results are measurable outcomes, not tasks.
- Each key result has a baseline and a target (use "baseline: to measure" if unknown).
- Flag any key result that the team cannot influence directly.
- Add 2–4 initiatives per objective that could move the key results.

Output as a table per objective, followed by a short list of what the team should stop doing to make room.

Standard operating procedure

Act as a process improvement specialist.
Write a standard operating procedure for [process name] at [type of business].
Who performs it: [role]
How often: [frequency]
Tools used: [software, equipment]
Current steps as I understand them: [rough steps]
Common mistakes: [mistakes]

SOP format:
- Purpose and scope (2 sentences).
- Before you start: required access, materials and checks.
- Numbered steps, one action per step, with the expected result.
- Quality checks and what to do if something goes wrong.
- Revision date and owner fields.

Use simple language that a new employee can follow on day one. Suggest one step that could be removed or automated.

Monthly investor update

You are a founder writing a clear monthly update to investors and advisors.
Month: [month]
Key metrics: [metric: value, previous value]
Wins: [wins]
Challenges: [challenges]
What we are focusing on next: [priorities]
Asks: [introductions, hires, advice needed]

Write the update with these sections: TL;DR (3 bullets), Metrics (table with change from last month), Highlights, Lowlights and what we learned, Next month, How you can help.

Constraints: honest tone, bad news stated plainly with the plan to address it, no inflated language, under 400 words. Keep my numbers exactly as given.

Project pre-mortem and risk register

Act as a risk manager facilitating a pre-mortem.
Project: [project description]
Deadline: [date]
Budget and team: [details]
Key dependencies: [vendors, teams, approvals]

Imagine it is after the deadline and the project has failed. Then:
1. List 10 plausible reasons it failed, grouped into people, process, technology and external.
2. Turn them into a risk register table: Risk, Likelihood (1–5), Impact (1–5), Score, Early warning sign, Mitigation, Owner role.
3. Highlight the top 3 risks by score and propose one action for each that we can do this week.

Be specific to the project details, not generic project management advice.

Code

Prompts for reviewing, debugging, testing, refactoring and documenting code in any language.

Thorough code review

You are a senior [language] engineer doing a code review.
Context: [what the code does and where it runs]
Code:
```
[paste code]
```

Review for, in this order: correctness bugs, security issues, error handling, performance, readability and tests.
Rules:
- Quote the exact line or snippet for each finding.
- Rate each finding as critical, major or minor.
- Explain the failure scenario: which input or state breaks it.
- Suggest a concrete fix with a code snippet.
- Do not comment on formatting a linter would catch.

Output: a table of findings sorted by severity, then a short summary of what is already done well.

Debug an error step by step

Act as a patient debugging partner.
Language and framework: [e.g. Python 3 with Django]
What I expected: [expected behavior]
What happens instead: [actual behavior]
Full error message and stack trace:
```
[paste error]
```
Relevant code:
```
[paste code]
```
What I already tried: [attempts]

Please:
1. Explain in plain words what the error means.
2. List the 3 most likely causes, ranked, with how to confirm each one (a print statement, a command or a test).
3. Give the fix for the most likely cause as a minimal code change.
4. Suggest how to prevent this class of bug in the future.

Do not rewrite unrelated parts of my code.

Unit tests for a function

You are a test engineer.
Write unit tests for the function below using [testing framework, e.g. pytest, Jest, PHPUnit].
```
[paste function]
```
Business rules it must follow: [rules]

Requirements:
- Cover the happy path, edge cases (empty, zero, negative, very large, unicode), invalid input and error handling.
- One behavior per test, descriptive test names.
- Mock external calls such as network, time or randomness.
- No tests that only repeat the implementation.

Output: the complete test file, then a list of cases you think the function currently handles incorrectly, with the input that shows it.

Refactor without changing behavior

Act as a senior engineer focused on maintainable code.
Refactor the code below to improve readability and structure without changing its external behavior.
```
[paste code]
```
Language and style guide: [language, conventions]
Constraints: [e.g. keep the public function names, no new dependencies, must support version X]

Rules:
- Explain each change briefly and why it helps.
- Keep the same inputs, outputs and side effects.
- Point out anything that looks like a bug, but do not fix it silently; list it separately.
- Prefer small, clear functions and descriptive names over clever one-liners.

Output: the refactored code in one block, followed by a numbered change log and a list of suspected bugs.

Explain unfamiliar code

You are a mentor explaining code to a developer who is new to this codebase.
My experience: [e.g. comfortable with JavaScript, new to Rust]
Code:
```
[paste code]
```

Explain:
1. What this code does overall, in 2–3 sentences.
2. A walkthrough section by section, referencing line numbers.
3. Any language features or patterns I may not know, with a tiny example of each.
4. What inputs it expects and what can go wrong.
5. Two questions I should ask the original author.

Use plain language and avoid assuming knowledge I did not mention. Keep the explanation under 500 words.

SQL query from a question

Act as a data engineer who writes clear, efficient SQL.
Database: [PostgreSQL / MySQL / SQLite / BigQuery / other]
Tables and columns:
[table_name(column type, column type, ...)]
[table_name(column type, ...)]
Question I need answered: [question in plain words]

Requirements:
- Write the query with readable aliases and comments.
- State assumptions about joins, nulls, duplicates and time zones.
- Use CTEs if the logic has several steps.
- Suggest an index if the query would be slow on large tables.

Output: the query, a sample of what the result columns will look like, and one alternative query if there is a reasonable different interpretation of the question.

Regular expression with tests

You are a regex specialist.
I need a regular expression for [flavor: JavaScript, Python, PCRE, etc.] that matches [description of what to match].

Examples that MUST match:
[example 1]
[example 2]
Examples that must NOT match:
[example 3]
[example 4]

Please provide:
1. The regex.
2. A token-by-token explanation in a table.
3. A short code snippet in [language] that runs it against all the examples above and prints the results.
4. Edge cases where the pattern might fail and a stricter or looser alternative.

Prefer readability over cleverness and avoid patterns at risk of catastrophic backtracking.

README for a project

Act as a technical writer for open-source projects.
Write a README.md for my project.
Project name: [name]
What it does: [one or two sentences]
Who it is for: [audience]
Tech stack: [languages, frameworks]
How to install and run: [commands or notes]
Configuration options: [env variables or settings]
License: [license]

Sections: title and one-line description, features, requirements, installation, quick start example, configuration table, common problems, contributing, license.

Rules: use only the commands and options I listed, keep code blocks copy-paste ready, and mark any step I need to complete with a short note in square brackets.

Data analysis

Prompts for exploring datasets, writing formulas, cleaning data and explaining results to non-analysts.

First look at a new dataset

You are a data analyst doing exploratory analysis.
Here is a sample of my dataset (first rows plus column descriptions):
[paste sample or column list]
It comes from: [source] and covers: [time period, population]
The business question is: [question]

Please:
1. Describe each column: likely type, meaning and possible quality issues.
2. List checks to run first (missing values, duplicates, outliers, inconsistent categories) with the code in [Python pandas / R / SQL].
3. Suggest 5 analyses that would help answer the question, from simple to advanced.
4. Note what the data cannot tell us.

Keep the code runnable and commented. Do not draw conclusions from the sample alone.

Spreadsheet formula builder

Act as a spreadsheet expert for [Excel / Google Sheets].
My sheet layout: [e.g. column A dates, B product names, C region, D sales amount; data in rows 2 to 500]
What I need: [describe the result, e.g. total sales per region for the current month]
Where the result should go: [cell or new sheet]

Provide:
1. The formula, ready to paste.
2. A plain-language explanation of each part.
3. An alternative using a different function (e.g. SUMIFS vs. QUERY vs. pivot table) and when to prefer it.
4. Common errors this formula can return and how to fix them.

Assume my regional settings use [comma / semicolon] as the argument separator.

Analyze open-ended survey answers

You are a research analyst who codes qualitative feedback.
Survey question: [question]
Responses ([number] in total):
[paste responses]

Tasks:
1. Create 5–8 themes, each with a clear definition.
2. Assign each response to one or more themes and count them.
3. Quote 2 representative responses per theme, unchanged.
4. Note sentiment per theme (positive, mixed, negative).
5. Highlight surprising or minority views that should not be lost.

Output: a table with Theme, Definition, Count, Share, Sentiment, Example quotes, followed by 3 recommendations tied to specific themes. Do not generalize beyond the people who answered.

KPI dashboard design

Act as a business intelligence designer.
Design a dashboard for [audience, e.g. the sales manager] that answers: [main questions they ask every week].
Data available: [tables, sources, refresh frequency]
Tool: [Looker Studio / Power BI / Tableau / spreadsheet]

Deliver:
- 4–6 KPIs with exact definitions, formulas and the comparison period.
- A layout sketch in text: what goes at the top, middle and bottom.
- The best chart type for each element and why.
- Filters the viewer needs.
- Alerts or thresholds worth highlighting.

Constraints: no more than 8 visuals in total, avoid vanity metrics, and note any KPI that needs data we do not have yet.

Interpret statistical results

You are a statistician explaining results to a non-technical team.
Test or model used: [e.g. t-test, linear regression, chi-square, A/B test]
Output from my software:
[paste output]
What we were trying to find out: [question]
Sample size and how data was collected: [details]

Explain:
1. What the results mean in plain language.
2. Whether the effect is statistically significant and whether it is practically meaningful.
3. Assumptions of the method and whether my setup might violate them.
4. What we should NOT conclude from this.
5. A one-paragraph summary I can paste into a report.

Avoid jargon or define it when used.

Data cleaning script

Act as a data engineer.
Write a [Python pandas / R tidyverse] script to clean a file called [file name].
Columns and problems I know of:
- [column]: [problem, e.g. mixed date formats]
- [column]: [problem, e.g. "N/A", "-" and blanks used for missing]
- [column]: [problem, e.g. extra spaces and inconsistent capitalization]
Rules for duplicates: [how to identify and which to keep]

Requirements:
- One function per cleaning step, with comments.
- Print a before/after summary (row count, missing values per column).
- Never drop rows silently; log how many and why.
- Save the result as [output format].

Also list any assumption you made so I can confirm it.

Choose the right chart

You are a data visualization consultant.
I want to show [message, e.g. that customer churn dropped after the new onboarding] to [audience].
Data I have: [describe columns and rows, e.g. monthly churn rate for 24 months, by plan]
Where it will appear: [slide, report, dashboard, social post]

Please:
1. Recommend the best chart type and explain why it fits the message.
2. Mention two alternatives and when they would be better.
3. Give design guidance: title as a takeaway sentence, axis choices, labels, colors, what to highlight.
4. List common mistakes to avoid for this chart.
5. Provide the code to create it in [matplotlib / ggplot2 / Excel steps].

Data story for executives

Act as an analytics lead presenting findings to executives.
Findings from my analysis:
[paste key numbers, charts described in words, and notes]
Decision they need to make: [decision]
Their main concern: [concern, e.g. cost, growth, risk]

Write a short data story with:
- A headline that states the main insight in one sentence.
- Context: why this matters now (2–3 sentences).
- Three supporting points, each with one number from my findings.
- Limitations and confidence level, stated honestly.
- A recommendation and the next step.

Constraints: under 300 words, no numbers that are not in my findings, and suggest which single chart should go with the story.

Education

Prompts for teachers and learners: lesson plans, tutoring, quizzes, rubrics and study plans.

Lesson plan for one class

You are an experienced [subject] teacher.
Create a lesson plan for a [length]-minute class on [topic] for [grade or level] students.
Prior knowledge: [what they already know]
Class size and resources: [students, devices, materials]
Learning goal: by the end, students can [measurable objective].

Include:
- A warm-up activity (5 minutes) that connects to prior knowledge.
- Direct instruction with one clear example.
- A guided practice activity and an independent or group task.
- Differentiation ideas for students who struggle and for those who finish early.
- An exit ticket with 2 questions to check understanding.

Format as a table with columns Time, Activity, Teacher does, Students do.

Explain at three levels

Act as a tutor who adapts explanations to each learner.
Explain [concept] at three levels:
1. For a 10-year-old: an everyday analogy, max 80 words.
2. For a high school student: the key mechanism with one example, max 150 words.
3. For a university student in [field]: the precise definition, how it connects to [related concept] and a common misconception, max 200 words.

Rules:
- Each level must be accurate, just simpler, never wrong.
- Define any new term in the same sentence.
- End each level with one question the learner can answer to check understanding, and give the answers at the end.

Quiz from study material

You are an assessment designer.
Create a quiz from the material below for [level] learners.
[paste notes, a chapter summary or a text]

Requirements:
- [number] multiple-choice questions with 4 options each and one correct answer.
- Distractors should reflect real misconceptions, not obviously silly options.
- Mix recall, understanding and application questions; label each.
- 2 short-answer questions that require explaining in own words.
- Only test content that appears in the material.

Output: the quiz without answers first, then an answer key with a one-sentence explanation for each correct answer and why the most tempting distractor is wrong.

Personal study schedule

Act as a learning coach.
Build a study schedule for me.
Goal: [exam, certification or skill] by [date]
Topics to cover: [list topics and how confident I feel about each, 1–5]
Time available: [hours per day and which days]
How I learn best: [e.g. practice problems, videos, flashcards]

Rules:
- Prioritize weak topics without ignoring strong ones.
- Use spaced repetition: plan reviews of each topic after 1, 3 and 7 days.
- Include practice tests and at least one rest day per week.
- Leave buffer time in the final week.

Output a week-by-week table with daily tasks and a checklist of milestones.

Socratic tutor session

You are a Socratic tutor. Help me understand [topic or problem] by asking questions instead of giving the answer.
My current understanding: [what I think I know]
Where I get stuck: [the confusing part]

Rules for the session:
- Ask one question at a time and wait for my reply.
- If I am wrong, do not say "wrong"; ask a question that reveals the gap.
- Give a small hint only after I have tried twice.
- Every 4 questions, summarize what I have figured out so far.
- At the end, ask me to explain the whole idea in my own words and give feedback on it.

Start now with your first question.

Grading rubric

Act as a curriculum specialist.
Create an analytic rubric for [assignment type, e.g. persuasive essay, science lab report, group presentation] for [grade or level].
Learning objectives: [objectives]
Total points: [points]

Requirements:
- 4–5 criteria tied directly to the objectives.
- 4 performance levels (excellent, proficient, developing, beginning) with observable descriptions, not vague words like "good".
- Points per level and per criterion.
- A student-friendly version of each criterion written as "I can…" statements.

Output as a table, followed by 3 tips for giving feedback with this rubric.

Flashcards for memorization

You are a study assistant who makes effective flashcards.
Create [number] flashcards from the content below:
[paste notes or list of terms]

Rules:
- One fact or idea per card.
- Front: a question or prompt, not just a term, when possible.
- Back: a short answer (max 25 words) plus a memory tip or example when helpful.
- Include some reverse cards (definition on the front, term on the back).
- Only use information from the content provided.

Output format: a two-column table (Front, Back) that I can copy into a flashcard app, then a list of 3 cards I should review first because they are easy to confuse.

Feedback on a student essay

Act as a supportive writing teacher.
Give feedback on the essay below written by a [grade or level] student for the prompt: [assignment prompt].
[paste essay]
Focus areas for this assignment: [e.g. thesis, evidence, organization, grammar]

Feedback structure:
1. Two specific strengths, quoting the essay.
2. Three priorities for revision, ordered by importance, each with an example from the text and a concrete suggestion.
3. One sentence-level example rewritten to show the improvement.
4. A short encouraging note.

Constraints: do not rewrite the whole essay, keep the tone kind and direct, and use language the student can understand. Max 350 words.

Career

Prompts for resumes, cover letters, interviews, negotiation and career moves based on your real experience.

Resume bullets with impact

You are a career coach and resume writer.
Rewrite these resume bullet points for a [target role] position:
[paste current bullets]
Extra context about what I really did: [scope, team size, tools, results]

Rules:
- Start each bullet with a strong action verb.
- Show impact with numbers only where I provided them; otherwise describe scope or outcome qualitatively.
- One idea per bullet, max 25 words.
- Use keywords from this job description where they genuinely apply: [paste key requirements].
- Never invent achievements, titles or metrics.

Output: the improved bullets, then a list of questions that would help me add measurable results.

Tailored cover letter

Act as a hiring manager who has read thousands of cover letters.
Write a cover letter for me.
Job title and company: [role at company]
Job description highlights: [paste key requirements]
My relevant experience: [2–4 real examples]
Why this company: [genuine reason]

Rules:
- 250–330 words, 3–4 paragraphs.
- Open with a specific connection to the role, not "I am writing to apply".
- Match two of my examples to the two most important requirements.
- Confident but not arrogant; no clichés like "team player" or "passionate".
- No information I did not provide.

End with a short closing paragraph that proposes a conversation.

Interview practice with STAR answers

You are an interviewer for a [role] position at a [company type].
Help me prepare for the interview.

Step 1: Ask me 6 likely interview questions one at a time: 3 behavioral, 2 role-specific technical and 1 about motivation.
Step 2: After each of my answers, give feedback using the STAR method (Situation, Task, Action, Result): what was clear, what was missing and a stronger structure.
Step 3: At the end, summarize my top 3 strengths and 3 areas to improve.

My background for context: [short summary of experience]
Rules: be realistic and specific, do not answer for me unless I ask, and keep feedback under 120 words per answer. Start with the first question.

LinkedIn About section

Act as a personal branding writer.
Write a LinkedIn About section for me.
Current role and industry: [role]
What I want to be known for: [expertise]
Career highlights: [real achievements]
Who I want to attract: [recruiters, clients, partners]
Personality and style: [e.g. analytical, warm, straightforward]

Requirements:
- 180–260 words in first person.
- First two lines must work on their own, as they show before "see more".
- Include a short list of core skills.
- End with how people can contact or work with me.
- No buzzwords like "guru", "ninja" or "results-driven professional".

Provide two versions: one formal and one conversational.

Salary negotiation script

You are a negotiation coach.
I received an offer for [role] at [company type] in [city or remote].
Offer: [base salary, bonus, benefits]
What I want: [target and walk-away number]
My leverage: [competing offers, rare skills, experience]
Market data I found: [sources and ranges]

Prepare:
1. A short email to express enthusiasm and ask for time to review.
2. A phone script to make the counteroffer, with exact wording.
3. Responses to 4 likely pushbacks (budget is fixed, others earn less, decide today, etc.).
4. Non-salary items I could negotiate if base pay cannot move.

Tone: confident, polite and collaborative. Do not suggest bluffing or inventing offers.

Job description gap analysis

Act as a recruiter screening candidates.
Compare my resume with this job description.
Job description:
[paste job description]
My resume:
[paste resume]

Deliver:
1. A match table with columns Requirement, Evidence in my resume, Match (strong, partial, missing).
2. My 3 strongest selling points for this job.
3. The gaps that matter most and an honest way to address each one (reword existing experience, a short course, a project, or mention in the cover letter).
4. Keywords I should add only if they truly describe my experience.

Be candid about whether this is a realistic application and why.

Career change roadmap

You are a career transition advisor.
I want to move from [current role or field] to [target role or field].
Transferable skills I have: [skills]
Constraints: [time per week, budget, location, income needs]
Timeline: [e.g. 12 months]

Create a roadmap with:
- A skills gap list: what I have, what I need, how to prove it.
- Learning resources by type (courses, books, projects) without recommending specific paid programs as necessary.
- 3 portfolio projects that would convince an employer.
- A networking plan with weekly actions.
- Milestones by quarter and signs I am on track.

Be realistic about difficulty and mention bridge roles that could make the move easier.

Performance review self-assessment

Act as a manager who coaches people on writing self-reviews.
Help me write my self-assessment for [review period].
My role and goals for the period: [goals]
What I did: [projects, results, feedback received]
What did not go well: [challenges]
Company values or competencies: [list]

Write:
- Key accomplishments (4–6 bullets) linked to goals, with results where I gave them.
- How I demonstrated 2–3 of the company competencies, with examples.
- Areas for growth, framed honestly with what I learned.
- Goals for the next period (3, specific and measurable).

Tone: confident and factual, not boastful or self-critical. Max 450 words.

Image prompts

Prompts for Midjourney, ChatGPT image generation, Nano Banana and Flux, from headshots and product shots to photo edits.

Professional headshot from your photo

Use the photo I uploaded of myself as the reference. Create a professional corporate headshot of the same person.

Keep exactly: face shape, facial features, skin tone, eye color, hairstyle and hair color, so the person is clearly recognizable. Do not change age, body type or ethnicity.
Change:
- Clothing: [e.g. navy blazer over a white shirt].
- Background: [e.g. soft gray studio backdrop / blurred modern office].
- Lighting: soft key light from the left, gentle fill, subtle rim light, no harsh shadows.
- Framing: head and shoulders, centered, eyes in the upper third, looking at the camera with a natural, relaxed smile.

Style: realistic photo, 85mm portrait lens look, shallow depth of field, natural skin texture without heavy retouching. Output: [square 1:1 / vertical 4:5].

E-commerce product photo on white

You are a commercial product photographer. Create a clean e-commerce photo of [product: type, color, material, size].

Scene: the product centered on a pure white seamless background, filling about 80% of the frame, [front view / three-quarter view at 30 degrees].
Lighting: large softbox from above and both sides, even exposure, soft natural shadow directly under the product, no reflections hiding details.
Details to show clearly: [key features, e.g. stitching, buttons, label area left blank].

Constraints: no props, no added text or logos, true-to-life colors, sharp focus across the whole product, no distortion of proportions.
Format: square 1:1, high resolution, suitable for an online store listing.

Midjourney lifestyle product scene

Lifestyle product photograph of [product] placed on [surface, e.g. a light oak kitchen counter], in a [setting, e.g. bright Scandinavian kitchen] at [time of day, e.g. early morning], soft window light from the left, [supporting props, e.g. a ceramic mug and fresh herbs] slightly out of focus, warm natural color palette, shallow depth of field, editorial magazine style, product in sharp focus, realistic textures --ar 4:5 --style raw --stylize 100 --no text, logo, watermark, people

Notes for you: replace the brackets, keep the product as the clear subject, and increase --stylize for a more artistic look or lower it for a more literal result.

Nano Banana: new background, same subject

Edit the image I uploaded. Keep the main subject, [person / product / pet], exactly as it is: same pose, face, proportions, colors, clothing and every detail. Only replace the background.

New background: [e.g. a sunlit terrace with plants / a minimal concrete studio wall / a snowy mountain road].
Match the lighting of the new scene to the subject: the light should come from [direction], with consistent shadows on the ground and matching color temperature, so the subject looks naturally placed, not cut out.
Keep the edges clean, including hair and fine details.

Do not add any text, extra people or objects in front of the subject. Keep the original aspect ratio and resolution.

Nano Banana: restore an old photo

Restore the old photograph I uploaded.

Tasks:
- Remove scratches, dust, creases and stains.
- Fix fading and gently balance contrast and exposure.
- Sharpen soft details carefully without making faces look artificial.
- [Optional: colorize with natural, period-appropriate colors / keep it black and white].

Very important: keep every person's face, expression, age, hairstyle and clothing exactly the same; do not beautify, slim or change anyone. Do not add or remove people or objects. Keep the original framing and composition.

Output the restored photo at the same aspect ratio, with a natural film grain that still feels authentic to the time period of [approximate decade].

Flux poster with readable text

A vertical event poster for [event type, e.g. a community jazz night] with the headline text "[YOUR HEADLINE]" in large, bold [font style, e.g. condensed sans-serif] letters at the top, and the smaller text "[DATE AND PLACE]" at the bottom. Main illustration: [central image, e.g. a saxophone made of flowing neon lines] in the center.

Style: [e.g. flat retro screen-print look], limited palette of [3 colors], strong contrast, generous margins, clean layout with nothing overlapping the text.

Requirements: spell the text exactly as written in quotes, keep all words legible, no extra words or fake logos. Aspect ratio 2:3.

Flat icon set for an app

Create a set of [number, e.g. 6] matching icons for a [type of app, e.g. personal finance app], arranged in a neat grid on a plain [background color] background.
Icons: [list, e.g. wallet, savings jar, credit card, bar chart, calendar, bell].

Style rules:
- Flat vector style with rounded corners and a consistent [2px] line weight.
- Same perspective, size and padding for every icon.
- Palette: [primary color] and [accent color] plus white.
- Simple, recognizable shapes that still read well at small sizes.

No text, no letters, no gradients, no shadows, no brand logos. Square 1:1 image with even spacing between the icons.

Food photography for a menu

Professional food photograph of [dish, with key ingredients visible, e.g. a bowl of ramen with soft-boiled egg, scallions and chashu], served on [plate or bowl type] on a [table surface] in a [restaurant style] setting.

Camera: [overhead flat lay / 45-degree angle], 50mm lens look, shallow depth of field with the dish in sharp focus.
Lighting: soft side light from a window, gentle highlights on sauces, natural shadows, [warm / neutral] color grading.
Styling: a few fresh ingredients and a napkin as props, slight steam rising, realistic and appetizing, not plastic-looking.

Constraints: no text, no hands, no logos. Aspect ratio [4:5 for social / 3:2 for a menu].

Video prompts

Prompts for Veo 3, Sora and Kling scenes that spell out subject, camera, lighting, sound and dialogue.

Veo 3 product ad with voiceover

An 8-second commercial shot of [product] on [surface] in a [setting, e.g. bright minimalist bathroom].

Camera: slow dolly-in from a medium shot to a close-up of the product, ending on [key detail, e.g. the textured cap]. Shallow depth of field, soft morning light through a window, clean [color palette] tones.
Action: [a hand picks up the product / water droplets slide down the bottle] in the final 2 seconds.
Audio: calm ambient room tone, a soft [sound, e.g. click of the cap opening], and a warm female voiceover saying: "[your 8–12 word tagline]".
Style: high-end advertising, realistic, no on-screen text, no logos other than a blank label, no music with lyrics.

Sora cinematic establishing shot

Cinematic establishing shot of [location, e.g. a small fishing village on a rocky coast] at [time, e.g. blue hour just after sunset].

Camera: wide aerial drone shot, slowly gliding forward over the [water / rooftops] and gently tilting down toward [focal point, e.g. a lit harbor café].
Atmosphere: [weather, e.g. light mist over the water], warm window lights against cool blue sky, gentle waves.
Details: [2–3 small moving elements, e.g. boats rocking, seagulls, a person walking a dog on the pier].
Look: anamorphic film look, natural colors, soft contrast, realistic scale and physics.

Duration: [seconds]. Aspect ratio 16:9. No text overlays, no recognizable real people.

Kling image-to-video animation

Animate the image I uploaded into a [5 / 10]-second video. Keep the subject's appearance, clothing, colors and the overall composition exactly as in the image.

Subject motion: [e.g. the woman slowly turns her head toward the camera and smiles; her hair moves gently in the breeze].
Environment motion: [e.g. leaves drifting in the background, soft light flicker].
Camera: [slow push-in / gentle orbit to the right / static tripod shot].

Constraints: natural, smooth movement at a realistic speed, no morphing of faces or hands, no new characters or objects, no text. Keep the lighting and mood: [mood, e.g. calm golden-hour warmth].

Veo 3 talking explainer with dialogue

A medium shot of [character description, e.g. a friendly woman in her 40s with short gray hair, wearing a green apron] standing in [setting, e.g. a sunny community garden], speaking directly to the camera.

She says: "[line of dialogue, 15–20 words, explaining your topic]"
Performance: natural gestures, warm expression, pauses briefly before the last few words.
Camera: static tripod at eye level, slight shallow depth of field, then a subtle push-in during the final sentence.
Audio: clear voice with natural room acoustics, soft background birdsong, distant wind chimes, no music.
Style: realistic documentary look, natural daylight, 8 seconds. Original character only; no subtitles or text on screen.

Nature documentary shot with ambient sound

A nature documentary shot of [animal, e.g. a red fox] [behavior, e.g. carefully stepping through fresh snow and pausing to listen] in [habitat, e.g. a pine forest clearing] at [time of day].

Camera: telephoto lens look from a low angle, slow pan following the animal, background softly blurred.
Lighting: [e.g. low winter sun creating long blue shadows], natural colors.
Audio: realistic ambient sounds only: [e.g. crunching snow, distant crow calls, light wind through pines]. No narration, no music.
Behavior must be realistic for the species, with natural movement and no human presence.
Duration: [8–10] seconds, 16:9, ultra-detailed fur and breath vapor visible in the cold air.

Multi-shot story sequence

Create a short [15–20]-second sequence telling a small story: [one-line story, e.g. a young baker opens her shop for the first time].
Main character (keep identical in every shot): [age, hair, clothing, distinctive detail].
Setting: [place] at [time].

Shot 1 (wide, 4s): [action], camera slowly pushes in.
Shot 2 (close-up, 4s): [detail, e.g. hands turning the sign to OPEN], sound of [sound].
Shot 3 (medium, 4s): [reaction], she says: "[short line]".
Shot 4 (wide, 4s): [resolution, e.g. first customers walk in], camera pulls back.

Audio: [ambient sounds] and a light [instrument] score. Consistent lighting and colors across all shots, realistic style, no text.

Recipe B-roll close-ups

A series of close-up cooking B-roll shots for a recipe video about [dish].

Shot list:
1. Overhead: [ingredient] being chopped on a wooden board, rhythmic knife sounds.
2. Side angle: [ingredient] dropped into a hot pan, loud sizzle, oil bubbling.
3. Macro: [sauce or batter] being stirred, glossy texture, slow motion.
4. 45-degree: the finished dish being plated with a final garnish of [garnish].

Lighting: soft warm window light, dark matte background, steam visible.
Camera: smooth, slow movements; slight handheld feel on shot 4.
Audio: crisp kitchen sounds only (chopping, sizzling, stirring), no voice, no music.
Style: realistic, appetizing, 4 seconds per shot, 16:9.

Real estate walkthrough

A smooth real estate walkthrough video of a [property type, e.g. two-bedroom apartment] with [style, e.g. modern Mediterranean] interior design.

Path: start at the front door, glide through the [entry] into the [living room with large windows], pan right to the [open kitchen with marble island], then end at the [balcony with a view of the city / garden].
Camera: steady gimbal movement at walking speed, eye-level height, wide lens without strong distortion.
Lighting: bright natural daylight, warm accent lamps switched on, clean and tidy rooms.
Audio: soft ambient room tone, distant city or birdsong outside, light acoustic background music without vocals.
Duration: [10] seconds, 16:9, no people, no text, realistic materials and proportions.

How to use the prompts in this library

Each card is a complete prompt, not just a topic idea. Most follow the same pattern: a role for the AI, the task, the context it needs, and the format you want back. That structure is why they tend to produce better first answers than a one-line request.

  • Filter first. Type a word such as email, SEO or interview in the filter box, or pick a category button to show only that group.
  • Copy puts the full prompt on your clipboard so you can paste it into ChatGPT or any other assistant.
  • Read it before you send it. Delete the lines that do not apply to you and add one or two details that only you know. A prompt that describes your real situation always beats a generic one.

Fill in the [brackets] to adapt any prompt

Words inside square brackets are placeholders. Replace each one with your own information, and remove the brackets. If a placeholder does not apply, delete the whole sentence rather than leaving it empty, because the AI may try to guess what you meant.

Before:
Act as a [type of expert]. Write a [length] introduction for a blog post about [topic] aimed at [audience].

After:
Act as a personal finance writer. Write a 120-word introduction for a blog post about building an emergency fund, aimed at freelancers with irregular income.

The edited version tells the model who it is, how long to write, what the subject is and who will read it. You can go further by adding an example of the tone you like or a short list of points that must be covered. If you are not sure whether your edited prompt is clear enough, paste it into the prompt checker for a quick score and a list of what is missing.

Open a prompt in the generator to tailor it

The Use in generator button opens the prompt generator with the prompt already placed in the idea box (very long prompts are shortened to their first part). From there you can choose the target AI, the detail level, the tone and the answer format, and the generator rebuilds the prompt with the conventions that suit that model, such as Markdown sections for ChatGPT or XML-style tags for Claude.

This is useful when a library prompt is close to what you need but written for a different purpose. Generated prompts are added to your recent history, which is kept only in your own browser. To see the other builders, including image and video prompt tools, visit the full list of tools.

Frequently asked questions

Are these ChatGPT prompts free to use?

Yes. You can copy, edit and use any prompt in the library for personal or commercial work without signing up. You do not need to credit the site.

Do the prompts work with Claude, Gemini and other AI models?

Yes. The prompts are written in plain language, so any capable chat assistant can follow them. If you want formatting tuned to a specific model, click Use in generator and select that model as the target AI.

What are the words in [square brackets]?

They are placeholders for your own details, such as your product, audience or word count. Replace them before sending the prompt; the more specific your replacements, the better the answer.

What makes these the best prompts for a task?

There is no single best prompt for everyone. These are solid starting points because they state a role, a clear task, context and an output format. The best result comes from adapting one to your situation and refining it after you see the first answer.

Can I save my own prompts here?

The library itself is fixed, but the generator keeps a list of your 20 most recent generated prompts in your browser. That history never leaves your device, and clearing your browser data deletes it.