234 ChatGPT prompts (and how to write your own)

The champion ChatGPT prompts springiness you a starting constituent for almost immoderate task. Fill successful the brackets, tally the prompt, set the output. For astir mundane work, that's enough.

What a room can't springiness you is simply a measurement to build prompts from scratch erstwhile your task doesn't lucifer a template, aliases to fortify 1 erstwhile the output isn't rather right. 

Those decisions travel down to what you include: applicable context, what the output should look like, and which of your materials the consequence should tie on.

Below, you'll find a short group of versatile prompts to effort first, a model for penning your own, and the afloat room of 234 prompts organized by role, each fresh to transcript and adapt.

What are ChatGPT prompts?

A ChatGPT punctual is the input you springiness ChatGPT to pass what you want it to do. It tin see a question, instruction, aliases goal, on pinch text, files, images, data, root material, aliases examples of the consequence you want.

A punctual tin beryllium arsenic elemental as:

Summarize this client’s Q3 performance.

Or it tin beryllium much detailed:

Summarize this client’s Q3 capacity for their executive team. Compare the results against these Q3 targets: [paste targets]. Use their integrated traffic, lead volume, and conversion complaint data: [paste data]. Match the building and magnitude of past quarter’s approved report: [paste example].

The 2nd punctual supplies specifications circumstantial to this task: the audience, capacity targets, root data, and an approved reference format.

Think of ChatGPT arsenic a caller coworker who has broad, industry-level knowledge but lacks the discourse circumstantial to your company. The discourse and materials you supply style that knowledge into a consequence you tin use.

The PROMPT model beneath shows really to create your ain prompts, which you tin past accommodate to fresh your task requirements.

Further reading: What ChatGPT tin do

Best ChatGPT prompts to effort first

The prompts beneath screen communal ways group usage ChatGPT: summarizing information, organizing work, evaluating ideas, learning caller topics, and communicating clearly.

Writing and communication

1. Extract the takeaway from a agelong document

Read the archive beneath and extract its astir important takeaway for [audience].

Keep the consequence nether [word count] words and include:

• Bottom line: The main conclusion aliases accusation successful 1 sentence. State if the archive reaches nary clear conclusion.
• Key findings: The 3 to 5 points basal to knowing it.
• Implications: The decisions, risks, aliases opportunities the scholar should consider.
• Essential evidence: Important numbers, examples, aliases supporting facts.
• Uncertainties: Assumptions, limitations, aliases unresolved questions.
• Next step: The clearest action, if supported by the document.

Prioritize implications complete background. Preserve important names and numbers, usage only the document, and explanation interpretations aliases inferences.

Document: [add document]

2. Turn a transcript aliases gathering notes into a scannable brief

Turn the transcript beneath into a concise little for [audience], nether [word count] words.

Use these sections:

• Bottom line: What the gathering established, decided, aliases precocious and why it matters.
• Decisions made: Confirmed decisions aliases changes successful direction.
• Key chat points: Only the reasoning needed to understand them.
• Open questions: Unresolved issues aliases dependencies.
• Next steps: Action, owner, and deadline wherever stated.
• Risks aliases blockers: Stated issues that could impact progress.

Prioritize outcomes complete chronology. Preserve important names, dates, numbers, and commitments. Distinguish decisions from proposals and unfastened discussion. Do not infer owners, deadlines, aliases conclusions; constitute ‘not specified’ wherever needed.

Transcript aliases notes: [paste transcript]

3. Rewrite for a circumstantial audience

Rewrite the connection beneath for [specific audience].

Audience context:

• Already knows: [relevant context]
• Cares astir about: [priorities aliases questions]
• Needs to do: [decision, action, reply, aliases understanding]

Lead pinch what matters most, usage the audience’s vocabulary and knowledge level, and make the takeaway aliases action clear. Preserve each facts, names, dates, numbers, commitments, qualifications, and meaning.

Use a [tone] tone, enactment nether [word count] words, and format it for [email / Slack / position / report].

Return only the rewritten message.

Original message: [paste message]

4. Draft a difficult email

Draft a [type of email] to [recipient and relationship].

Context: [what happened and what the recipient needs to know]

Desired outcome: [what they should understand, decide, aliases do]

Use a [tone] reside and enactment nether [word count]. Preserve the narration while making the intent and adjacent measurement clear. Do not invent facts, promises, commitments, aliases concessions.

Return only a taxable statement and the email.

Productivity and planning

5. Break a large task into an actionable sequence

I request to [goal] by [deadline].

Starting point: [what is complete, available, aliases decided]
Constraints: [time, budget, team, tools, approvals, aliases different limits]
Success looks like: [specific result aliases deliverable]

Create a week-by-week scheme moving backward from the deadline. For each week, see the milestone, 2 aliases 3 privilege actions, limitations aliases approvals, and grounds of completion.

Sequence limitations first, place the captious path, emblem deadline risks, and show wherever contingency clip is astir needed. State assumptions and emblem if the deadline appears unrealistic.

End pinch the first 3 actions.

6. Prioritize a week's worthy of tasks

Prioritize the tasks beneath for this week.

Tasks: [paste tasks, deadlines, and clip estimates]
Top priority: [priority]
Available time: [hours aliases moving days, if known]

Weigh effect connected the priority, urgency, dependencies, costs of delay, effort, and disposable time. Rank and explanation each task:

• Do first
• Schedule this week
• Delegate
• Defer

Give a one-sentence rationale for each. Then place the first 2 tasks to commencement and the lowest-downside task to delegate aliases defer. State immoderate assumptions aliases missing accusation that could alteration the ranking.

7. Prepare for a gathering you're leading

I’m starring a [meeting type] pinch [attendees and roles] astir [topic].

Length: [duration]
Required outcome: [decision, approval, plan, alignment, aliases adjacent steps]
Context: [prior discussions, disagreements, knowledge, and constraints]

Create a timed schedule that fits the gathering length. Include:

• The gathering objective
• Agenda items successful sequence, pinch clip and intended outcome
• Decisions required
• Critical points of alignment, if applicable
• Three apt difficult questions based connected the context
• Required pre-reading aliases preparation

Label assumptions wherever discourse is limited. End pinch a closing book that prompts maine to recap the decisions made and corroborate owners, deadlines, and adjacent steps earlier the gathering ends. 

Business and strategy

8. Brainstorm ideas grounded successful customer aliases capacity data

Generate [number] [idea type] from the information below.

For each, include:

• The idea
• The circumstantial information constituent aliases shape it draws from
• The relationship betwixt the grounds and the idea
• Evidence level: straight supported aliases hypothesis
• The main presumption to validate

Rank the ideas by grounds strength. Base stated customer needs and trends connected the supplied data, explanation inferences, and emblem dataset limitations that could impact the recommendations.

Data: [insert data]

9. Pressure-test a strategy

Evaluate the scheme beneath from the position of a [role], focusing on:

• [Criterion 1]
• [Criterion 2]
• [Criterion 3]

Identify the 3 highest-risk assumptions. Label each arsenic definitive aliases inferred and explain:

• Why it is uncertain
• What must beryllium true
• What grounds would corroborate aliases refute it
• The consequence if it is wrong
• The fastest reliable test

Rank by uncertainty and imaginable impact. Also place 1 beardown constituent to preserve.

Plan: [paste plan]

10. Compare business options against defined criteria

Compare [option A] and [option B] for [use lawsuit and outcome].

Criteria and weights:

• [Criterion 1]: [weight from 1, debased importance, to 5, precocious importance]
• [Criterion 2]: [weight from 1, debased importance, to 5, precocious importance]
• [Criterion 3]: [weight from 1, debased importance, to 5, precocious importance]

Constraints and non-negotiables: [insert details]

Apply non-negotiables arsenic pass/fail gates first. Then people each action from 1–5 for each criterion, wherever 1 = mediocre fit, 3 = adequate, and 5 = beardown fit.

For each score, reference the supplied grounds and emblem assumptions aliases unknowns. Do not people missing grounds arsenic mediocre performance.

Return:

• A comparison array pinch scores, reasoning, and trade-offs
• A weighted people for each option: multiply each people by its criterion weight, adhd the results, and disagreement by the full of the weights. Show the calculation.
• A proposal and its deciding criterion
• The information nether which the different action would beryllium better

Recommend an action only erstwhile the grounds supports it; otherwise, authorities what accusation is needed.

Evidence and context: [add applicable materials]

Learning and research

11. Test your knowing utilizing the Feynman technique

Review my mentation of [concept].

Organize your consequence into:

• Correct: What I understand accurately and why
• Needs correcting: Specific misunderstandings and their corrections
• Missing: Essential ideas aliases exceptions for my stated level
• Clearer explanation: A plain-language rewrite suited to my stated level, utilizing 1 elemental illustration aliases analogy 

Anchor feedback to a quoted condemnation aliases passage. End pinch 2 short questions testing mentation and application.

My level aliases goal: [insert context]
My explanation: [add explanation]

12. Learn done Socratic questioning

Teach maine [topic] done Socratic questioning.

Level: [beginner / intermediate / advanced]
Goal: [what I want to explain, solve, evaluate, aliases apply]

Ask 1 focused mobility astatine a clip and hold for my response. Use my reply to take the adjacent question. Challenge misunderstandings pinch follow-up questions; erstwhile I americium stuck, springiness a mini hint. If 2 hints are insufficient, concisely explicate the missing thought and continue.

Stop aft [number] questions aliases erstwhile I show that I tin explicate the idea, link it to applicable concepts, and use it to a caller example.

Then summarize what I learned and inquire 1 transportation question.

Start pinch the first question.

13. Research a taxable utilizing cited sources

Use web hunt to constitute an overview of astir 400 words connected [topic], focused connected [question aliases angle]. 

Prioritize sources due to each claim, including superior aliases charismatic sources, peer-reviewed research, reputable institutions, and well-sourced reporting. For time-sensitive claims, for illustration sources from the past [timeframe] while retaining applicable foundational work.

Use linked inline citations for cardinal actual claims. Include a root database pinch the organization, root title, and publication date. 

Distinguish evidence, interpretation, and uncertainty. Where reliable sources disagree, summarize the main positions and supporting evidence.

Add an “Uncertainties and unverified claims” conception erstwhile worldly points stay unresolved. If web hunt is unavailable, opportunity so. Exclude unsupported claims from the overview.

Decision-making and reflection

14. Identify the assumptions and unsighted spots down a decision

I’m considering [decision] because: [reasoning].

Identify the assumptions and omitted considerations my reasoning whitethorn overlook.

For each, explain:

• Why it matters
• Whether it is supported, inferred, aliases missing from my evidence
• The astir applicable measurement to trial it
• How the determination changes if it is wrong

Then place 1 plausible replacement people of action aliases mentation I should consider.

Prioritize items pinch precocious uncertainty and imaginable impact. Do not invent context.

End pinch the 3 checks I should complete earlier deciding.

15. Surface the trade-offs successful a determination you are leaning toward

I’m leaning toward [decision].

My reasons: [explain reasoning]

Identify:

• What I gain
• What I springiness up aliases make harder
• Temporary versus difficult-to-reverse consequences
• Risks I accept
• Important trade-offs aliases alternatives I whitethorn person overlooked

For each, explanation it arsenic supported by my information, a reasonable mentation of that information, aliases unresolved. Follow up pinch questions if you request clarity connected immoderate missing context.

End pinch the smallest applicable measurement that would trial the decision, trim uncertainty, aliases sphere flexibility.

These prompts grip communal tasks. Before exploring the afloat library, usage the PROMPT model to build and refine prompts of your own. Then browse the 234 prompts organized by domiciled and usage case.

How to constitute amended ChatGPT prompts utilizing the PROMPT framework

A ChatGPT punctual generator tin nutrient a serviceable starting template, but it can't proviso your audience, data, aliases constraints. The PROMPT model covers what generators time off out.

OpenAI's prompt engineering guidance recommends the aforesaid fundamentals: picture the task clearly, supply the discourse ChatGPT needs, specify the format, group the constraints, and refine the consequence arsenic you go.

PROMPT is simply a six-part process for building stronger prompts and refining the response. Simple requests activity pinch a fewer components, while much analyzable tasks whitethorn use from each six:

• Purpose (P): the consequence you want
• Relevant discourse (R): the inheritance ChatGPT needs
• Output (O): the format the consequence should take
• Must-haves (M): the rules the consequence must follow
• Proof and examples (P): the root worldly to activity from
• Tune (T): the follow-ups that refine the response

P: Purpose

Start by telling ChatGPT what to do and what you want it to produce.

Use a clear action verb, specified as:

• Analyze
• Compare
• Draft
• Plan
• Recommend
• Summarize

Then sanction the intended result.

A punctual for illustration “Help maine onboard a caller trading manager” whitethorn tie a consequence of wide proposal aliases a follow-up question.

A clearer intent is:

Draft a 30-60-90 time onboarding scheme for a caller trading head joining my team.

This defines some the action (draft) and the consequence (a 30-60-90 time onboarding plan).

For tasks involving a decision, see that result too:

Compare these 3 task guidance devices and urge the champion action for a five-person trading team.

When the target is vague, ChatGPT has to infer the task, which makes the consequence generic aliases off-target.

R: Relevant context

Relevant discourse helps ChatGPT tailor its consequence to you and your situation.

Depending connected the task, this whitethorn include:

• Who the consequence is for
• The company, industry, aliases market
• The problem you are trying to solve
• The intended usage of the response
• The reader’s existing knowledge
• The stakes aliases circumstances surrounding the task

For the onboarding-plan example, you could add:

This is for a B2B SaaS company. The caller prosecute will lead request procreation and negociate 2 inferior squad members. Our existent attraction is expanding into mid-market segments.

The specifications that make a task circumstantial travel from you: your squad structure, institution priorities, and the problem you are solving. Once you supply those details, ChatGPT tin style the consequence astir them.

Relevant discourse describes the business ChatGPT is moving in. Include specifications that materially impact the response. A longer backstory doesn’t automatically nutrient a amended result. 

O: Output

Specify really you want ChatGPT to shape and coming its answer.

This whitethorn include:

• Format, specified arsenic a table, checklist, email, aliases report
• Required sections aliases headings
• Number of options
• Length
• Level of detail

For example:

Structure the scheme by phase: days 0–30, 31–60, and 61–90. For each phase, database learning goals, progressive projects, and occurrence metrics. Keep the complete scheme nether 800 words.

Choose the format based connected what your scholar will do pinch the response. If they'll skim it successful a meeting, usage a table. If they'll transcript it into an email, usage prose. If they'll coming it to others, usage a system outline pinch headers.

M: Must-haves

Must-haves show ChatGPT which standards, rules, and boundaries the consequence needs to follow. 

These whitethorn include:

• Points that must beryllium covered
• Information that should beryllium excluded
• Decision criteria
• Tone and style requirements
• Facts aliases assumptions that should beryllium flagged
• Steps ChatGPT should complete earlier answering

For example:

Include a check-in pinch the hiring head astatine the extremity of the first 30 days. Prioritize knowledge-building successful shape one, publication successful shape two, and ownership successful shape three. Cover only marketing-specific responsibilities; exclude wide HR onboarding items.

You could besides inquire ChatGPT to grip missing accusation explicitly:

Base your consequence only connected the materials provided. Flag immoderate missing accusation that would alteration your recommendations.

Or inquire it to explain the task earlier beginning:

Before drafting the plan, inquire maine up to 3 questions astir the domiciled aliases institution that will thief you build the plan.

These requirements often travel from soul knowledge ChatGPT does not have, specified arsenic squad norms, marque rules, and past decisions.

Pair an removal pinch a affirmative instruction. “Focus connected marketing-specific responsibilities; exclude wide HR onboarding tasks” gives ChatGPT some a target and a boundary.

P: Proof and examples

Proof and examples crushed the consequence successful your existent information.

You tin provide:

• Analytics and capacity data
• Research aliases reports
• Job descriptions
• Customer interviews
• Meeting transcripts
• Product documentation
• Brand guidelines
• Previous approved work
• Examples of the style aliases building you want

For the onboarding plan, you mightiness add:

Base the domiciled responsibilities connected the occupation explanation below: [paste occupation description] Match the building of our approved onboarding scheme for a income manager: [paste erstwhile plan] 

Use only these materials arsenic your source, and emblem immoderate role-specific accusation you request that these do not contain.

The occupation explanation supplies the actual ground for the role, while the erstwhile scheme models the expected building and quality.

Supplying root worldly keeps the consequence grounded successful facts you provide, truthful ChatGPT builds connected your grounds alternatively of drafting connected wide assumptions. Review important claims, calculations, and recommendations earlier utilizing them.

T: Tune the response

Tuning intends refining ChatGPT’s first consequence pinch circumstantial feedback astir what to keep, change, add, aliases remove. This happens complete a conversation, and is not needfully a one-time command. 

Treat the first consequence arsenic a draft. Review it for:

• Missing information
• Unsupported assumptions
• Generic recommendations
• The incorrect level of detail
• Weak organization
• Wrong reside aliases format for the task

Then show ChatGPT precisely what to support and what to change.

For example:

Phase 2 feels excessively ambitious. Limit it to 2 progressive projects and let much clip for building relationships pinch the team. Keep the phase-one goals unchanged.

Other useful follow-ups, depending connected what the first consequence needs:

Identify the weakest portion of this consequence and explicate really you would amended it.

Keep the recommendations, but make the reasoning much circumstantial to a B2B SaaS company.

Cite the applicable root for each actual declare drawn from my materials. Flag claims wherever the supporting root is missing. 

Give maine a 2nd attack that uses a different underlying strategy.

Rewrite the consequence utilizing this feedback: [add feedback]

Tuning builds connected what the first consequence gets right. It lets you revise the anemic parts without rebuilding the full response.

PROMPT model examples

Compare 2 B2B package tools

Purpose:

Compare [tool A] and [tool B] for [software category] and urge the amended action for [decision-maker roles] successful [industry]. 

Relevant context:

The squad wants to lick [specific problems] and will usage the package for [primary usage case]. Relevant requirements see [team size, budget, existing tools, information needs, integrations, aliases industry-specific constraints].

Output: 

Present the comparison successful a array covering: 

• Must-have and nice-to-have features
• How good each instrumentality addresses the stated symptom points
• Technical requirements and integrations
• Implementation effort and clip to value
• Pricing and full costs considerations
• Key limitations and trade-offs

Must-haves:

Follow the array pinch a proposal of nary much than 250 words. Base it connected the needs of the target assemblage alternatively than the number of features each instrumentality offers. Flag immoderate missing accusation that could alteration the recommendation. 

Proof and examples:

Use the merchandise documentation, pricing information, customer requirements, and different materials beneath arsenic your sources: [attach aliases paste materials] 

Tune:

Give integration compatibility and implementation effort much weight than characteristic breadth. Update the comparison and explicate whether that changes the recommendation.

Analyze D2C customer segments

Purpose:

Analyze the customer reviews, post-purchase study responses, and return reasons beneath to place the main customer segments represented successful the information for [product].

Relevant context:

We are a D2C marque trading [product] done our ecommerce store. We want to amended our product-page messaging and paid societal campaigns.

Output: 

Present the findings successful a array pinch these columns: assemblage segment, superior goal, symptom point, acquisition trigger, objection, customer language, supporting evidence, and messaging implication.

Must-haves:

Create a conception only erstwhile aggregate customer responses support it. Separate definitive customer statements from your interpretation, and emblem immoderate accusation needed to validate the findings.

Proof and examples:

Use these customer reviews, study responses, and return reasons arsenic your root material: [attach aliases paste materials]

Tune:

Segments 2 and 4 overlap. Combine them, clasp the strongest supporting customer language, and make the messaging implications much circumstantial to paid societal ads.

Create a assemblage instruction plan

Purpose:

Create a 90-minute instruction scheme for school [topic] to [course and twelvemonth level].

Relevant context:

The people has [number] students pinch [relevant anterior knowledge]. By the extremity of the lesson, students should beryllium capable to [learning outcomes].

Output: 

Organize the scheme into an opening activity, nonstop instruction, guided practice, independent practice, and assessment. Include the clip required for each stage.

Must-haves:

Include 1 in-class cheque for understanding, and align the last appraisal pinch the learning outcomes. Account for [accessibility needs, mixed expertise levels, disposable resources, aliases different constraints].

Proof and examples:

Use the people syllabus, assigned reading, appraisal rubric, and erstwhile instruction notes below: [attach aliases paste materials]

Tune:

The direct-instruction conception is excessively long. Reduce it by 10 minutes, adhd much clip for guided practice, and see an replacement activity for students who decorativeness early.

234 champion ChatGPT prompts to animate you

Here are 234 prompts covering astir each industry. Use each arsenic a template, past switch the bracketed specifications pinch discourse from your ain task.

These activity crossed existent ChatGPT models. Adjust the wording to your type arsenic needed.

18 ChatGPT prompts for email marketing

These email trading prompts thief you plan, write, test, and amended emails crossed the afloat lifecycle, from invited sequences to post-purchase follow-ups, acold outreach, newsletters, and capacity analysis.

1. Welcome email sequence: Create a [number]-email invited series for caller subscribers to [product/service], aimed astatine [target audience]. For each email, supply a taxable line, assemblage copy, and nonstop timing. For the first email, specify the hold aft subscription; for each consequent email, specify the hold aft the erstwhile email. Use the pursuing merchandise and assemblage details: [insert details]
2. Lifecycle email audit: Audit the pursuing lifecycle emails for missing coverage, duplication, and conflicting messaging: [insert each email’s name, trigger, timing, audience, purpose, and disposable capacity data]. Recommend the 3 highest-impact revisions, classed by their expected effect connected [primary metric]. For each recommendation, place the issue, propose a circumstantial revision, and concisely explicate the ranking. Base the ranking connected the accusation provided, and intelligibly authorities immoderate assumptions wherever capacity grounds is unavailable.
3. Newsletter strategy: Recommend a newsletter building and publishing cadence for [audience] based connected these business goals and disposable content: [add details]. Specify the recurring sections for each rumor and 1 unique anchor characteristic that reinforces the newsletter’s identity. Briefly explicate why the recommended building and cadence fresh the stated goals and contented capacity.
4. Email segmentation: Recommend [number] actionable, mutually chopped assemblage segments for a [campaign type] email run designed to support [campaign goal]. Use only the pursuing attributes disposable successful our email platform: [insert database of attributes]. For each segment, specify the action logic, personalization approach, and a directional presumption for its effect connected [primary metric], pinch a little explanation. Do not invent numerical assistance estimates without supporting capacity data.
5. Cold email sequence: Draft a [number]-email acold outreach series to [target audience] promoting [offer]. Use the pursuing accusation astir the audience, sender, offer, impervious points, and desired CTA: [insert details]. For each email, supply a taxable line, assemblage nether [word count] words, CTA, and nonstop timing. Label the first email Day 0; for each consequent email, authorities the number of days aft the erstwhile email. Use only the claims and impervious points provided.
6. Post-purchase email sequence: Craft a three-email post-purchase series for customers who conscionable bought [product/service]. Confirm the acquisition and group expectations successful the first email, thief the customer get worth from the merchandise successful the second, and induce a reappraisal aliases referral successful the third. For each email, supply a taxable line, assemblage copy, CTA, and nonstop timing. Label the first email Day 0; for each consequent email, authorities the number of days aft the erstwhile email. Use the merchandise and marque accusation precisely arsenic provided, and do not invent features, guarantees, aliases inducement terms. [insert merchandise and marque information]
7. Sunset travel for unengaged subscribers: Draft a [number]-email sunset travel for email subscribers who person not opened aliases clicked an email successful [time period]. Give subscribers a clear last chance to re-engage earlier removal, respect their attraction (no mendacious urgency aliases guilt), and authorities what will hap if they don't respond. For each email, supply a taxable line, assemblage copy, CTA, and nonstop timing. Label the first email Day 0; for each consequent email, authorities the number of days aft the erstwhile email. Use only the marque sound and re-engagement connection accusation provided. Context: [insert marque sound and connection details]
8. Special connection email: Draft a re-engagement email for customers of [company] who person not purchased from america successful [number of months]. Include a taxable line, preview text, concise assemblage copy, and 1 clear CTA. Present the pursuing connection precisely arsenic provided, without inventing urgency, eligibility requirements, deadlines, aliases restrictions: [insert connection details]. Use this further accusation astir the audience, product, and marque voice: [insert details]
9. Newsletter writing: Write this week's newsletter for [target audience] astir [content aliases theme], utilizing the root worldly below. Include [number] headings and [number] paragraphs of 2 to 3 sentences each. Use a [tone] tone, prioritize [newsletter objective], and extremity pinch a CTA encouraging readers to [desired action]. Do not present facts aliases claims that are not supported by the supplied material. Source material: [insert content]
10. Subject statement A/B trial variations: Write [number] taxable statement variations for an A/B trial connected a [type of email, e.g., promotional, newsletter, re-engagement]. Each variety should trial 1 circumstantial presumption (e.g., mobility vs. statement, curiosity vs. clarity, personalization vs. generic). Label each variety pinch the presumption it tests. Keep each variations nether [character limit], noting counts should beryllium verified earlier sending. Use only the connection and merchandise claims provided; do not invent statistics, urgency, aliases scarcity to create curiosity. Context: [insert email purpose, audience, and offer]
11. Event email sequence: Draft a [number]-email series promoting and pursuing up connected [webinar aliases event] for [target audience], covering invitation, reminder, day-of, and post-event follow-up pinch the replay aliases adjacent step. For each email, supply a taxable line, assemblage copy, CTA, and nonstop timing. Label the arena day Day 0; for each different email, authorities the number of days earlier aliases aft the event. Segment the follow-up truthful attendees and no-shows get applicable adjacent steps based connected their attendance. Use the arena and marque accusation precisely arsenic provided, and do not invent speakers, dates, aliases offers. Context: [insert arena details, audience, and desired adjacent step]
12. Product announcement email: Draft an announcement email introducing [new product, feature, aliases update] to [target audience]. Include a taxable line, preview text, assemblage transcript that explains what's caller and why it matters to the reader, and a clear CTA. Base the announcement only connected the merchandise specifications provided. Do not invent features, readiness dates, pricing, aliases customer benefits. Context: [insert merchandise and assemblage information]
13. Email deliverability audit: Based connected the email programme information beneath (bounce rate, spam title rate, engagement complaint by segment, and immoderate caller changes to sending measurement aliases content), place the apical 3 apt deliverability issues and what to analyse first for each, classed by expected effect connected inbox placement. If addressing an rumor would require DNS-level authentication changes (SPF, DKIM, DMARC), sending infrastructure adjustments, aliases ESP configuration, emblem it and urge consulting the method squad aliases ESP archiving alternatively than prescribing the fix. Data: [insert email programme data]
14. Email opening transcript variations: Write [number] email opening variations for an email astir [email purpose, e.g., promotion, announcement, newsletter issue]. Each variety should see a preheader line, an opening headline, and a supporting subheading. Match the [tone] tone. Keep the header nether [character limit], noting counts should beryllium verified earlier sending. Use only the connection and merchandise specifications provided; do not invent claims, urgency, aliases scarcity. Context: [insert email purpose, audience, and offer]
15. Email CTA fastener transcript variations: Write [number] CTA fastener transcript variations for an email astir [email purpose]. Each fastener should beryllium 2 to 5 words, action-oriented, and circumstantial to what the scholar gets connected the different broadside of the click (not generic for illustration “Click here”). Vary the affectional entreaty crossed variations: urgency, curiosity, nonstop value, aliases societal proof. Note which entreaty each variety uses. When utilizing urgency aliases social-proof appeals, guidelines them only connected existent connection conditions aliases supplied impervious points, not invented ones. Context: [insert connection and audience]
16. Lead magnet promo email: Draft an email promoting [lead magnet, e.g., ebook, checklist, template, report] to [audience segment, e.g., non-subscribers, blog readers, arena attendees]. Include a taxable line, preview text, assemblage transcript that names the circumstantial result the scholar gets from the lead magnet, and a CTA to download. Use only the lead magnet specifications provided and do not invent statistics, testimonials, aliases download counts. Context: [insert lead magnet details, audience, and transportation method]
17. Lead nurture email sequence: Draft a [number]-email lead nurture series for [audience segment, e.g., ebook downloaders, webinar registrants, free proceedings signups] moving them toward [conversion goal, e.g., income conversation, merchandise signup, purchase]. For each email, supply a taxable line, assemblage copy, CTA, and nonstop timing. Label the first email Day 0; for each consequent email, authorities the number of days aft the erstwhile email. Balance acquisition contented pinch soft merchandise mentions crossed the sequence, and alteration the CTA type (learn more, book a call, commencement a trial) based connected the reader's apt readiness astatine each stage. Use only the assemblage insights, merchandise information, and impervious points provided; do not invent lawsuit studies, statistics, aliases customer outcomes. Context: [insert assemblage segment, merchandise information, and impervious points]
18. Email capacity analysis: Analyze the email capacity information beneath and place what's working, what's underperforming, and what to trial next. Focus connected unfastened rates, click-through rates, conversion rates, and unsubscribe rates by conception aliases run type. Recommend the apical 3 tests to run, classed by expected impact. Base recommendations connected the information provided and intelligibly emblem wherever capacity grounds is limited. Data: [insert email capacity metrics]

For prompts covering different trading channels, spot our guideline to ChatGPT prompts for marketing.

18 ChatGPT prompts for contented creation

These contented creation prompts screen the penning workflow: planning, drafting long-form pieces, editing and rewriting, and adapting contented for different platforms.

1. Introduction: Write a 100-word preamble for a blog station connected [topic] for [audience]. Lead pinch the main takeaway, framework the reader’s problem and its stakes, and preview what the article will thief them do. Use [keywords] naturally. Match the reside and building of this example, not the wording: [Insert example]
2. Video outlining: Create an eight-to-10-minute YouTube tutorial outline connected [topic] for [audience]. Include a hook, step-by-step sections pinch timestamps and ocular cues, and a last CTA to [action]. Optimize the title and building for [keywords aliases hunt intent]. Use: [Insert further information]. Style reference: [Insert example]
3. Content calendar: Create a three-month content calendar pinch [number] blog ideas for [audience], utilizing [keywords] to support [goal]. Mix formats wherever they fresh the hunt intent and debar overlapping topics. For each entry, include: [insert the fields you want, e.g., moving title, target keyword, format, chimney stage]
4. Email newsletters: Write 5 astir 300-word newsletter emails for [audience] connected [topic]. Give each a chopped angle, taxable line, applicable takeaway, and CTA to [action]. Base each declare connected the root worldly provided: [Insert information]
5. Discussion questions: Generate [number] open-ended chat questions astir [topic] that promote readers to stock experiences and opinions. Present them arsenic a numbered list. Style example: [Insert example]
6. Podcast script: Write a [duration]-minute podcast book connected [topic] for [audience]. Include an opening hook, system segments, transitions, and a closing CTA. Base each claims connected the root worldly provided: [insert root worldly aliases context] 
7. Whitepaper: Write a whitepaper connected [topic] for [audience], nether [number of words]. Cover [required sections aliases questions] utilizing only this information: [Insert further information]. Flag claims that request verification.
8. Interview summary: Summarize this question and reply successful [number] words aliases fewer. Capture the main insights, unique viewpoints, and actionable takeaways. Preserve speaker attribution and adhd thing beyond the transcript: [Paste interview]
9. Article summaries for societal sharing: Summarize the 3 astir important takeaways from this blog station arsenic concise, LinkedIn-ready bullets. Base them only connected the article: [Insert blog station copy]
10. Editing for travel and concision: Edit this matter for travel and concision while preserving its meaning, voice, and actual claims: [Paste text]
11. Revision for marque voice: Rewrite this excerpt successful our [describe marque voice] sound while preserving its meaning and actual claims: [Insert excerpt]
12. Subtopic ideation: Suggest 3 to 5 non-overlapping subtopics for a content hub connected [main topic] for [audience]. For each, authorities the circumstantial mobility aliases request it addresses.
13. Blog-to-video ideation: Review the blog station beneath and propose [number] video concepts based connected it for [brand aliases channel] targeting [audience]. For each concept, place the conception aliases thought from the station it draws on, the format (tutorial, explainer, demo, talking-head), and the circumstantial hook. Draw each conception from a different conception of the post: [paste blog post]
14. Video script: Write a [duration] video book connected [topic] for [platform] and [audience]. Include an contiguous hook, section-by-section narration pinch ocular cues, and a last CTA to [action]. Use: [Insert root worldly aliases context]
15. Content little for a writer: Create a contented little for a [format] connected [topic] for [audience], targeting [primary keyword aliases hunt intent]. Include the angle, recommended structure, cardinal points, and connection count.
16. Case study question and reply questions: Write [number] customer lawsuit study question and reply questions astir [product aliases usage case]. Cover the anterior problem, decision, implementation, measurable outcomes, and lessons. Phrase the questions to elicit specific, quotable answers.
17. Content repurposing plan: Create a scheme to repurpose this [pillar asset] into [number] chopped pieces for [channels]. For each, specify the angle, format, and publishing channel. [Paste asset]
18. Ebook outline: Create an ebook outline connected [topic] for [audience]. Include the section structure, the circumstantial constituent each section makes, and the takeaway for the reader.

If you’re moving pinch a mini squad (or request to standard contented without sacrificing quality), Semrush’s Content Toolkit makes it easy. 

It combines competitor information pinch generative AI to thief you find high-potential taxable ideas, build SEO briefs, make complete SEO-friendly drafts, and refine, optimize, and people your content, each from 1 place.

18 ChatGPT prompts for SEO

These SEO prompts screen keyword research, on-page optimization, method SEO, and enhanced hunt visibility including AI Overviews and E-E-A-T signals.

1. Meta description: Write a meta description of nary much than 135 characters for this article. Include [keyword] naturally, summarize the page accurately, and springiness readers a clear logic to click. Return the explanation and characteristic count. Article aliases outline: [Insert content]. Style examples: [Insert examples]
2. FAQs: Create 5 non-overlapping FAQs for [topic] based connected [audience questions aliases hunt data]. Use [keywords] only wherever natural. Answer each successful 150 words aliases less utilizing the contented below, without repetition aliases unsupported claims. [Insert article and sources]
3. Subheadings: Write 10 concise H2s for [title] utilizing this outline. Organize the article logically, lucifer hunt intent, and usage [keywords] only wherever relevant. Avoid overlap and clickbait. Outline: [Insert outline]. Style examples: [Insert examples]
4. Schema: Create valid JSON-LD [schema type] markup for [page]. Follow existent Schema.org and Google Search requirements. Use only visible, supplied facts; do not invent values. Flag missing required fields. Details: [Insert page details]. Example: [Insert example]
5. Article improvements: Compare my article pinch the 3 competitor articles beneath for [keyword] successful [market]. Identify prioritized gaps successful coverage, readability, structure, and usefulness, pinch circumstantial revisions. Do not transcript competitor wording. My article: [Insert text]. Competitors: [Insert article text]
6. Blog station title ideas: Suggest [number] accurate, compelling blog titles for [audience] targeting [keyword] and [search intent]. Keep them chopped and usage the keyword naturally. Context: [Insert taxable aliases angle]. Style example: [Insert example].
7. Internal linking: Using the page and sitemap below, propose 3 to 5 applicable soul links. For each, springiness the root section, target URL, and earthy anchor matter of nary much than [number] words. Page: [Insert page]. Sitemap: [Insert sitemap]
8. Robots.txt: Draft a robots.txt for [domain] utilizing User-agent: *. Disallow only these crawl paths: [insert list]. Include Sitemap: [absolute URL]. Do not see noindex aliases immoderate different unsupported directives. Flag rules that whitethorn artifact important pages aliases resources, and statement that robots.txt controls crawling, not indexing.
9. Content gaps: Using my sitemap and [keyword, Search Console, aliases competitor data], place non-overlapping contented gaps. For each, springiness the topic, intent, target keyword, evidence, and priority. Label unvalidated assumptions. Sitemap: [Insert sitemap].
10. Hreflang: Generate reciprocal HTML hreflang tags for these afloat qualified page variants: [insert each URL and language-region code]. Include self-references, and an x-default introduction if provided: [x-default URL, optional]. Flag immoderate invalid connection aliases region codes, past return the HTML, noting that the identical tag group must look connected each listed variant.
11. XML sitemap creation: Create a valid XML sitemap for these afloat qualified, canonical, indexable URLs: [insert URLs]. Use the modular sitemap namespace and adhd <lastmod> only wherever dates are supplied. Return XML only.
12. Canonical audit: Using the crawl export beneath (URL, HTTP status, last URL, declared canonical), study whether each URL's canonical is self-referencing, and emblem missing aliases aggregate canonicals, cross-domain targets, redirect chains, 4xx/5xx responses, and canonicals pointing to non-200 URLs. Summarize the issues by priority. Website: [website]. Crawl data: [paste crawl export from Semrush's Site Audit]
13. RegEx: Write an RE2 regex for Google Search Console that [description]. It should lucifer [examples] and exclude [examples]. Return the regex, a little explanation, and trial cases.
14. Jumplinks: Create a jump-link database and matching <h2 id=""> tags for these headings: [insert headings]. Use unique, lowercase, hyphenated IDs containing only letters, numbers, and hyphens. Return HTML only.
15. AI Overview optimization: Review this article for [query]. Identify 3 sections wherever an answer-first rewrite would amended clarity and completeness, past rewrite them without removing basal discourse aliases adding unsupported claims. Do not declare this guarantees AI Overview inclusion. Article: [Paste article]
16. E-E-A-T audit: Audit this article and its supporting page signals utilizing E-E-A-T arsenic a self-assessment framework, prioritizing trust. Identify evidence, gaps, and circumstantial fixes; do not delegate a ranking score. Include the article, writer bio, sources, and tract context: [insert details]
17. Content refresh: Audit this article for a refresh. Mark what to keep, update, remove, and add. Verify time-sensitive claims, statistics, links, and devices against existent charismatic sources and mention them. If you cannot verify a claim, emblem it for manual checking alternatively than confirming it. Article and publication date: [insert details]
18. Keyword database and clustering: Using [seed position aliases keyword data], make [number] campaigner keywords for [topic], [audience], and [market]. Include caput and long-tail terms, cluster them by [search intent aliases chimney stage], and emblem measurement and trouble for instrumentality validation.

ChatGPT tin make keywords, but validate them earlier deciding what to target. Enter the database successful Semrush’s Keyword Overview tool’s Bulk Analysis study to comparison hunt volume, intent, difficulty, CPC, and trends.

Here’s really to do this:

First, punctual ChatGPT to make a database of keywords.

Next, input the database into the Keyword Overview instrumentality and click “Search.”

Semrush will springiness you accusation for illustration keyword hunt volume, search intent, and keyword difficulty.

Now, take the champion keywords based connected intent, volume, and difficulty.

You tin besides click connected immoderate keyword for a much complete analysis, including keyword variations, related questions, and more.

18 ChatGPT prompts for societal media marketing

These societal media prompts screen platform-specific posts, contented ideation, and run readying crossed X, LinkedIn, Instagram, TikTok, Facebook, and Pinterest.

1. X thread: Write a five-to-seven-post X thread connected [topic] for [audience] utilizing the accusation below. Keep each station nether 280 characters, unfastened pinch a beardown hook, make each station adhd a chopped point, and extremity pinch a CTA to [action]. Use hashtags aliases emojis only if they fresh the marque voice. Information: [Insert information]. Style reference: [Insert example]
2. X post: Using this blog station [link], constitute 1 X station of nary much than 280 characters for [audience]. Lead pinch the strongest supported penetration and extremity pinch a logic to read. Preserve statistic exactly. Avoid hashtags and @mentions. If you cannot entree the link, opportunity truthful alternatively than summarizing from wide knowledge. Style examples: [insert examples]
3. Engagement connected Facebook: Write a two-to-three-sentence Facebook station inviting [audience] to stock [type of consequence aliases media] astir [topic]. Use an upbeat reside accordant pinch [brand voice] and see 1 clear question. Suggest a hashtag only if useful. Style reference: [insert example]
4. LinkedIn post: Write a 100–150-word LinkedIn station connected [topic/keyword] for [audience] utilizing the accusation below. Lead pinch a clear insight, sphere immoderate statistic exactly, usage short paragraphs, and extremity pinch a applicable chat question. Information: [Insert paragraph]. Style reference: [Insert example]
5. Instagram station ideation: Suggest [number] Instagram post ideas for [company event] targeting [target audience]. Vary the formats, including images, videos, carousels, and interactive posts. For each, springiness the concept, format, and hook.
6. Instagram Story ideas: Suggest [number] Instagram Story ideas for [company name] astir [topic aliases campaign], targeting [target audience]. For each, see the framework series and an interactive element. Use this marque voice: [brand voice].
7. Pin description: Write a Pinterest explanation for [topic and features], aimed astatine [audience] and linking to [destination]. Include these keywords people and extremity pinch a clear CTA: [Insert keywords]
8. Topical societal posts: Suggest [number] societal station ideas for a [company industry] institution astir [company-related topics], targeting [audience] connected [social media platforms]. For each, see the platform, angle, format, and hook.
9. Pinterest committee ideas: Suggest [number] Pinterest committee ideas for this [company type] institution and [target audience]. For each, supply a committee name, theme, and 3 illustration Pin topics. Company and assemblage context: [Include supplemental information]
10. Customer occurrence communicative post: Write a [social media channel] station for [audience] based connected this customer story. Highlight the problem, solution, and verified outcome, past extremity pinch a CTA to [action]. Use only the specifications and outcomes successful the communicative provided. Story: [customer story]
11. TikTok bio: Write 3 TikTok bio options nether 80 characters for [company] and [target audience]. Communicate the main worth proposition successful a [brand voice] reside and see [CTA, if needed]. Company information: [insert institution information]
12. Video hook ideas: Write [number] TikTok hooks for videos astir [topic], aimed astatine [audience]. Make each hook chopped and accordant pinch [brand voice]. Match the style of these examples, but not the wording: [insert examples]
13. Ebook promotion: Write a LinkedIn station of [word count] words aliases less promoting our ebook connected [topic] to [audience]. Highlight its main value, usage only the supplied details, and see this URL [website URL]. Ebook details: [Insert information]
14. Blog-to-Instagram station conversion: Rewrite this blog conception arsenic an Instagram caption of nary much than [length] characters for [audience]. Preserve its meaning and actual claims, usage a conversational tone, and extremity pinch a CTA. Provide [number] applicable hashtags separately. Content: [Insert content]
15. Raising awareness: Suggest [number] societal media situation ideas for [platform] supporting [name of cause]. Align them pinch our brand’s approved role, promote [donating, volunteering, aliases different approved action], and make information accessible and respectful. Do not invent partnerships aliases effect claims. Context: [insert details]
16. Location-based arena promotion: Create a [chosen format] societal promotion scheme for our pop-up astatine [location] connected [date], targeting [local audience] connected [platform]. Include pre-event, event-day, and follow-up content, utilizing feasible location features, partnerships, and interactive elements. Context and budget: [insert details]
17. Multi-part societal station series: Outline a story-driven [number]-part bid for [social media platform] showing really our [product function] instrumentality helps [audience] execute [goal]. For each part, see the communicative point, format, supporting evidence, and CTA. Use only these materials: [Insert applicable materials]
18. TikTok inclination adaptation: Assess whether [current TikTok trend, sound, aliases format] is suitable for [brand] successful [market]. Explain the fit, statement immoderate marque aliases usage risks, and supply 3 conception variations. If you cannot verify the trend's existent status, opportunity truthful and measure fresh based connected this description: [describe the trend]. Brand sound and merchandise context: [insert details]

Semrush’s Social Toolkit offers an extended group of devices designed to streamline and automate your societal media trading efforts, from generating contented ideas and penning posts pinch AI to search capacity and monitoring competitors.

18 ChatGPT prompts for advertising 

These advertizing prompts screen paid run strategy, Google and Meta advertisement copy, imaginative improvement for video and display, and assemblage investigation to pass targeting.

1. Ad run strategy: Develop a motorboat run for [product] successful [market], targeting [audience] pinch a [budget] budget. Recommend only justified channels and see messaging, allocation, timeline, tactics, objectives, and KPIs. State assumptions and mention existent marketplace trends; if you cannot verify existent trends, opportunity truthful and guidelines recommendations connected the supplied context. Context: [insert supplemental information]. Structure reference: [insert example]
2. Slogan idea: Write [number] motto options of nary much than [word count] words for this [industry] brand. Match its audience, positioning, and voice, and adhd a one-sentence rationale for each. Do not declare originality aliases trademark availability. Brand context: [insert marque guidelines]. Style reference: [insert example] 
3. Viral trading ideas: Using existent [platform] trends successful [market], propose [number] shareable run ideas for [brand]. For each, see the concept, information mechanic, format, hashtag, and why audiences whitethorn stock it. Include [number] UGC ideas and mention inclination sources; if you cannot verify existent trends, opportunity truthful and guidelines ideas connected the supplied context. Do not foretell virality. Context: [insert information]
4. Radio script: Write a 30-second power book for [product/service/brand] targeting [audience]. Include the verified promotion, superior benefit, marque name, and CTA. Use connection position precisely and see immoderate required disclaimer. Information: [Paste merchandise and promotion details]
5. Ad run assets: Create [number] run connection angles and motto options for [product/service] targeting [audience]. Recommend the champion channels based connected [objective], budget, audience, and offering, pinch a little rationale. Context: [Insert supplemental information]
6. Storyboarding: Create a [duration]-second TV commercialized storyboard for [product/service] targeting [audience]. For each scene, see timing, visuals, speech aliases audio, on-screen text, and CTA. Use only these verified benefits: [Insert information]
7. Banner advertisement ideation: Develop [number] banner-ad concepts for an ecommerce seasonal waste targeting [audience] crossed [placements aliases sizes]. For each, supply the headline, CTA, ocular direction, and adaptations by size. Use the waste position exactly. Context: [Insert information]
8. Targeted advertisement strategy: Develop an advertizing strategy for [product/service] targeting [audience] successful [market], fixed [budget and objective]. Recommend channels, messaging, targeting criteria, and KPIs. Use grounds alternatively than stereotypes and emblem prohibited aliases delicate targeting risks. Audience details: [insert details]
9. YouTube advertisement book ideas: Suggest [number] [ad format and duration] YouTube advertisement concepts for [product] targeting [audience]. For each, see a hook for the opening [number] seconds, the connection angle, ocular approach, and CTA. Context: [insert information] 
10. YouTube script: Write a 60-second [YouTube advertisement format] book for [product/service] targeting [audience]. Include timestamps, narration, ocular cues, verified benefits, and a last CTA. Information: [Insert institution and merchandise details]
11. Ad header variations: Write 3 [channel] advertisement headlines nether [character limit] characters for [offering]. Target a different supplied symptom constituent successful each and link it to a verified benefit. Context: [Insert product, audience, and pain-point information]
12. Lead procreation ideas: Recommend [number] lead-generation strategies for [industry and market], targeting [ideal customer] pinch [budget aliases resources]. For each, explicate the fit, chimney stage, implementation, and [number] metrics. Include offline strategies only wherever justified.
13. Google Ads sitelinks and callouts: Write [number] sitelinks (25 characters aliases fewer, each pinch 2 35-character explanation lines), [number] callouts of 25 characters aliases fewer, and [number] system snippet values of 25 characters aliases less nether a header from Google's predefined database (such arsenic Services, Types, aliases Brands), for [product/service], targeting the hunt intent down [keyword group]. Make each plus chopped and useful connected its own. Use only the merchandise claims provided, and do not invent features, pricing, aliases offers. Product context: [product information]
14. Meta advertisement copy: Write [number] Meta advertisement variations for [placement and objective], targeting [audience]. Keep superior matter wrong 125 characters and headlines wrong 40; adhd a concise explanation wherever supported. Include characteristic counts, noting they should beryllium verified earlier publishing, and usage only verified claims. Context: [insert merchandise and assemblage details]
15. Target assemblage research: Using [customer research, study data, aliases cited sources], place [number] recurring challenges faced by [buyer persona] related to [product area]. Explain why each matters and mention the supporting evidence. Label unsupported ideas arsenic hypotheses. Style reference: [Insert example]
16. YouTube in-stream advertisement script: Write a 15-second YouTube in-stream advertisement book for [product/service] targeting [audience]. Include timestamps, the verified USP, ocular cues, and a clear CTA. Information: [Insert merchandise and USP details]
17. Multi-channel advertizing plan: Create a budgeted motorboat media scheme for [product/service], targeting [audience] pinch [amount]. Recommend only channels that fresh the objective. Include allocation, each channel’s role, flighting, KPIs, and assumptions. Context: [insert details]
18. Billboard advertisement ideas: Suggest [number] advertisement concepts for [offering] targeting [audience] successful [location and viewing context]. For each, supply a short headline, ascendant visual, marque cue, and optional CTA. Communicate this message: [message]. Context: [Insert marque information]

18 ChatGPT prompts for personification acquisition (UX)

These UX prompts screen personification investigation and personas, interface and relationship design, accusation architecture and personification flows, and accessibility work.

1. User investigation methods: Recommend [number] investigation methods for a [platform] redesign based connected [research questions, users, stage, and constraints]. For each, authorities its purpose, procedure, grounds produced, and creation decisions it tin inform. Include qualitative and quantitative methods wherever useful; dainty travel mapping arsenic synthesis. Context: [insert details].
2. Typography style guide: Outline a typography guideline for a [web application] creation system. Cover font roles and fallbacks, type scale, weights, statement height, spacing, responsive usage, UI elements, accessibility, and [specific considerations]. Structure example: [insert example]
3. Responsive creation help: Explain responsive design champion practices for a [website], covering fluid layouts, responsive images, media aliases instrumentality queries, accessibility, performance, and cross-device testing. Separate layout guidance from capacity recommendations.
4. Gamification strategy: Recommend [number] gamification strategies for a [platform] and [audience] to support [goal]. For each, explicate the personification need, mechanic, implementation, occurrence metric, and risks. Use rewards, progress, aliases challenges only wherever justified.
5. Ethical creation audit: Review the engagement mechanics of our [app type] app for acheronian patterns and manipulative design, including forced urgency, confirmshaming (guilt-based opt-out wording), obstructed cancellation, and attention-exploiting loops. For each rumor found, place wherever it appears, explicate the consequence to users and to semipermanent trust, and propose a respectful replacement that still supports [business goal]. Base the audit only connected the flows and features described: [insert app flows and features]
6. User feedback ideas: Recommend methods for collecting and analyzing feedback connected a caller [feature] successful a [platform]. For each, authorities what it measures, really to tally it, really to analyse the findings, and its limitations. Context: [users, investigation goal, stage, and constraints].
7. Micro-interactions: Suggest [number] micro-interactions for a [app type] app. For each, authorities the purpose, trigger, feedback, and accessibility requirements. Avoid ornamental interactions that interrupt the halfway task. 
8. Interactive wireframe guidance: Give a step-by-step guideline to create and trial an interactive wireframe for a [industry] level successful [design instrumentality and version]. Cover the cardinal flow, screens, components, interactions, correction states, and sharing.
9. User persona: Create a research-based persona for a [app type] app utilizing the grounds below. Include applicable behaviors, contexts, goals, symptom points, accessibility needs, characteristic needs, and a usage scenario. Exclude unsupported demographics and explanation assumptions. If grounds is insufficient, telephone it a proto-persona. Research: [Insert findings].
10. Form champion practices: Explain WCAG 2.2-aligned shape creation practices for web applications. Cover labels, instructions, input purpose, errors, validation, keyboard and attraction behavior, and assistive-technology testing. Include concise examples.
11. Information architecture evaluation: Create an information checklist for the accusation architecture of [website aliases application]. Cover personification goals, navigation, labels, hierarchy, findability, contented grouping, and cardinal flows. Include suitable information methods and fixes for communal issues.
12. Onboarding optimization: Recommend testable ways to amended onboarding for a [app type] app targeting [audience] and trim drop-off astatine [stage]. For each, place the friction, projected change, metric, and experiment. Context and chimney data: [insert information]
13. App personification flows: Create personification flows for a [app type] app covering [scenarios]. Include introduction points, happy paths, decisions, correction and betterment paths, and extremity states. Present them arsenic [format] and authorities immoderate assumptions.
14. Survey questions: Write [number] study questions for [respondents] to pass [decision] astir a caller [product type] for [audience]. Mix closed and unfastened questions, debar starring aliases double-barreled wording, and authorities the intent of each question.
15. Accessibility improvement: Recommend [number] WCAG 2.2-aligned improvements for a [type] website utilized by group pinch ocular impairments. Cover semantic structure, surface readers, contrast, matter resizing and reflow, keyboard focus, images, and forms. For each, see the rationale and trial method.
16. User travel map: Explain really to create a research-based travel representation for [software aliases solution] and [user task]. Include scope, stages, touchpoints, goals, actions, symptom points, evidence, and opportunities. Separate findings from assumptions.
17. Brand personality web implementation: Explain really to construe [brand] into an accessible, responsive website system. Cover ocular tokens, typography, imagery, contented voice, components, interactions, and consistency rules. Brand guidelines: [insert details].
18. Usability testing plan: Design a usability trial for [product aliases feature] to measure [design decision]. Include the method, subordinate criteria, tasks, occurrence measures, post-task questions, and study plan. Context and investigation goal: [insert details].

18 ChatGPT prompts for ecommerce

These ecommerce prompts screen merchandise listings and descriptions, customer acquisition and retention, promotional campaigns, and the search and analytics that support decisions.

1. Complementary merchandise recommendations: Recommend [number] products from this database that complement [item]. Rank them by verified compatibility and usage case, and concisely explicate each match. Do not presume features aliases customer behaviour not provided. Product list: [Insert merchandise list]. Style example: [Insert example]
2. Product descriptions: Write a 50-word explanation for [product] aimed astatine [audience]. Highlight verified features, benefits, and differentiators successful a [tone] voice. Use these keywords only wherever natural: [Insert keywords]. Product details: [Insert information]. Style example: [Insert example]
3. Chatbot messaging: Write a friends chatbot connection of astir 50 words explaining [company]’s return policy. Include the nonstop return window, conditions, refund method, and adjacent measurement without omitting important restrictions. Policy: [Insert return policy]. Brand voice: [Insert information]. Style example: [Insert example]
4. Ecommerce search setup: Using existent Meta documentation, explicate really to way [event] connected [ecommerce platform] pinch Meta Pixel and Conversions API. Cover browser and server setup, parameters, consent, arena deduplication, testing, and troubleshooting. If you cannot verify existent documentation, opportunity truthful and statement which steps whitethorn person changed. Context: [insert method details]
5. Product comparison chart: Create a neutral comparison of [product] and [competitors] covering price, features, limitations, and typical customer feedback, utilizing the merchandise and competitor accusation provided. Apply the aforesaid criteria to each, and wherever accusation is missing, people it arsenic chartless alternatively than estimating. If you person browsing access, you whitethorn supplement pinch cited, dated sources. Product and competitor information: [insert details]
6. Product listing optimization: Rewrite these product titles utilizing [keywords] people while preserving merchandise accuracy and marque voice. Keep each nether 60 characters arsenic an editorial limit and supply the characteristic count, noting it should beryllium verified earlier publishing. Product list: [paste list]. Brand context: [insert information]. Style example: [insert example]
7. Newsletter signup emails: Suggest [number] email concepts encouraging eligible customers to subscribe for [newsletter benefits]. For each, see the angle, taxable line, worth proposition, and CTA. Context: [insert information]
8. Retargeting advertisement copy: Write [number] advertisement variations for [abandoned-cart aliases product-view] audiences. Highlight verified benefits and usage urgency only erstwhile supported by a existent deadline aliases readiness constraint. Include superior text, headline, and CTA. Context: [Insert audience, product, and connection details]
9. CTA generation: Write [number] two-to-four-word CTA buttons for [page aliases action], aimed astatine [audience]. Vary the intent and tone; usage urgency only wherever genuine. Style example: [Insert example]
10. Loyalty programme ideas: Suggest [number] loyalty-program concepts for [business and audience]. For each, see earning and redemption rules, customer value, business cost, occurrence metrics, and fraud aliases compliance risks. Flag rewards involving reviews aliases societal endorsements.
11. Product postulation descriptions: Write [number] [word-count]-word postulation descriptions for [brand and collections], targeting [audience]. Explain what the postulation includes and its main value, utilizing [keywords] naturally. Brand and merchandise information: [Paste details]
12. SMS campaign: Write a [number]-message SMS run for consenting customers successful [market], promoting [product]. Include timing, sender identification, CTA, and required opt-out wording. Keep connection position meticulous and usage emojis only if they fresh the brand. Product details: [Paste information]
13. Back-in-stock emails: Draft a [number]-email back-in-stock series for customers who requested alerts for [product]. Cover the restock announcement and a follow-up for those who haven't purchased, and statement constricted readiness only if the supplied inventory accusation supports it. For each email, see the subject, body, CTA, and nonstop timing from the restock date. Use only verified merchandise and inventory details: [insert merchandise and inventory details]
14. Cart abandonment sequence: Write a [number]-email cart-abandonment sequence for [product category]. Include the subject, body, CTA, and hold from abandonment. Use only the supplied connection position and debar mendacious urgency aliases readiness claims. Context: [insert details]
15. Social media title ideas: Suggest [number] title concepts for [platform, audience, and market]. For each, see the introduction mechanic, prize, contented format, information CTA, and measurement goal. Flag platform-rule, legal, disclosure, and content-rights considerations. Brand context: [Paste information]
16. Product demo video script: Write a [duration] product-demo book for [platform] showing really [product] helps [audience] pinch [use case]. Include timestamps, narration, demonstrations, ocular cues, and a CTA. Use only verified functionality. Product information: [Paste details]
17. Comparison blog post: Write an evidence-based comparison of [product] and [competitor] for [audience]. Compare the aforesaid criteria, including features, price, limitations, and typical reviews. Cite and day each outer information, separate facts from judgments, and debar unsupported superiority claims. Context: [Paste information]
18. Ecommerce merchandise quiz: Using existent archiving for [ecommerce platform/CMS], supply a beginner-friendly guideline to build a merchandise proposal quiz for [collection]. Cover questions, proposal logic, implementation, testing, analytics, accessibility, information handling, tools, costs, and assumptions. If you cannot verify existent documentation, opportunity truthful and statement which steps whitethorn person changed.

For marketplace keyword research, Ecommerce Keyword Analytics shows search, click, order, and conversion information crossed supported online retailers. It requires a abstracted App Center subscription. 

18 ChatGPT prompts for sales

These income prompts screen prospecting and outreach, income conversations, woody advancement, income enablement, and the strategical activity of positioning and retention.

1. Referral program: Design a referral programme for [company and audience] wrong [budget aliases unit-economics constraints]. Include eligibility, qualifying actions, rewards, referral flow, attribution, promotion, KPIs, and fraud, privacy, tax, aliases disclosure risks. Context: [Insert customer information]
2. Telemarketing script: Write a [word-count]-word live-call book for [audience] successful [market], aiming to unafraid [next step]. Include an introduction, find questions, verified worth proposition, [number] apt objections, and a respectful close. Account for applicable consent, Do Not Call, disclosure, and signaling rules. Structure reference: [Insert example].
3. Sales training: Create [number] techniques for responding to objections astir price, need, competition, and timing. For each, see the principle, a short example, and erstwhile to clarify, supply evidence, aliases admit mediocre fit. Avoid unit aliases affectional manipulation. Context: [Insert merchandise and assemblage information].
4. Sales transportation help: Suggest [number] sales-pitch angles for [product/service] targeting [customer and income stage]. For each, see the problem, verified benefit, supporting proof, and CTA. Product information: [Insert information].
5. Follow-up email to lukewarm prospect: Write a follow-up email to a imaginable willing successful [product/service]. Address only the concerns supported below, supply applicable information, and extremity pinch a clear adjacent step. Include a taxable line: [Insert concerns and anterior interaction].
6. Proposal generation: Draft a connection for [client] showing really [product/service] addresses the supplied needs. Include objectives, projected solution, scope, deliverables, timeline, proof, assumptions, and adjacent steps. Do not invent pricing, results, aliases customer details: [Insert symptom points and solution information]
7. Cold email sequence: Write a [number]-email business outreach series for [job title] successful [industry and market]. For each email, see the subject, assemblage nether [word count], CTA, and delay. Use only supplied personalization and proof, and relationship for applicable commercial-email requirements: [Insert business benefits, societal proof, and CTA]
8. Sales platform outline: Outline a [number]-minute income platform for [company and decision-makers] astir [product/service]. Follow this structure: [insert structure]. For each slide, springiness the purpose, little content, and 1 ocular aliases verified information point. Use supplied ROI grounds only; explanation assumptions. Context: [insert information]
9. LinkedIn imaginable messaging: Write a concise LinkedIn outreach connection to [role] successful [industry] aiming for [next step]. Personalize it only pinch the supplied information, authorities the applicable worth clearly, and debar mendacious familiarity. Prospect and merchandise context: [Insert information]
10. Competitive analysis: Compare [product/service] pinch [competitors] utilizing accordant criteria specified arsenic audience, features, pricing, strengths, and limitations. Use the accusation beneath arsenic the superior source; wherever competitor accusation is missing, people it arsenic chartless alternatively than estimating. If you person browsing access, you whitethorn supplement pinch cited, dated sources. Distinguish facts from judgments and place defensible differentiators alternatively than assumed advantages. Context: [insert competitor information]
11. Lead qualification: Create a [number]-question lead-qualification questionnaire for [company and product]. Cover fit, need, timing, budget, authority, and implementation readiness. Include scoring guidance and clear qualification aliases disqualification criteria. ICP: [Insert information]
12. Sales roleplay: Roleplay a realistic [customer type] considering [solution] and concerned astir [concern]. Stay successful character, inquire 1 mobility astatine a time, and situation unsupported claims. When I opportunity “end roleplay,” measure my discovery, responses, and close.
13. Lead nurture strategy: Create a follow-up scheme for [lead segment] willing successful [product/service] but not yet fresh to buy. Include triggers, channels, cadence, contented by stage, CTAs, exit criteria, and KPIs. Context: [Insert lead behaviour and constraints]
14. Discovery telephone prep: Prepare maine for a find telephone pinch [job title] astatine [company type]. Provide 5 fresh questions, 3 tactful fund and authority questions, and 2 apt objections pinch responses. Base them connected the supplied discourse and explanation assumptions. Context: [Insert imaginable accusation and telephone goal]
15. Sales playbook: Write a [number]-word playbook for trading [product/service] to [ICP]. Cover income stages, qualification, discovery, messaging, proof, objections, adjacent steps, handoffs, and occurrence measures. Use only this information: [Insert context]
16. Pricing strategy ideas: Recommend [number] pricing options for [product/service] and [audience] utilizing the supplied costs, margins, worth research, and competitor pricing. For each, see the model, rationale, assumptions, risks, and validation test. Context: [insert details] 
17. Value prop refinement: Refine the worth proposition for [product/service] and [audience]. State the circumstantial problem, differentiated benefit, and supporting logic to judge successful 1 concise statement. Use only verified information. Context: [Insert product, audience, and existent worth proposition]
18. Sales enablement contented brief: Create a little for a [one-pager, platform slide, aliases conflict card] supporting [sales moment]. Include the user, income objective, problem addressed, cardinal messages, required evidence, objections covered, CTA, and occurrence measure. Product context: [Insert information]

18 ChatGPT prompts for customer service

These customer work prompts screen nonstop responses to inquiries and complaints, scripts and process design, personalization and retention, and the study that turns work interactions into improvements.

1. Handling angry customers: Create a step-by-step guideline for handling upset customers by phone, chat, and successful person. Include [number] de-escalation techniques, sample dialogue, solution options, boundaries, and escalation aliases information criteria. Base it connected these policies: [Insert policies]. Style example: [Insert example]
2. Customer enquiry response: Write a friends email of nary much than 200 words responding to this product-availability inquiry. Use only the supplied banal information, propose applicable disposable alternatives, and supply a clear adjacent step. Include a taxable line. Inquiry and merchandise details: [Insert information]. Style example: [Insert example]
3. Customer work script: Create a billing-support book for [industry]. Include personality verification, diagnostic questions, communal explanations, policy-based solution steps, refund eligibility, and escalation criteria. Do not committedness adjustments aliases refunds extracurricular the supplied policy. Context: [Insert billing and refund policies]. Structure example: [Insert example]
4. Customer acquisition personalization guidelines: Create [number] guidelines for personalizing customer interactions crossed [channels]. Cover progressive listening, empathy, permitted customer data, accessibility, consistency, and privateness boundaries. Context: [Insert audience, channels, and policies]
5. Live chat response: Write a live-chat consequence helping [customer name] troubleshoot [problem]. Use only the verified steps below, coming them clearly, and see what to do if they fail. Do not petition delicate accusation successful chat. Product and troubleshooting details: [Insert information]
6. Customer feedback consequence template: Create adaptable templates for affirmative feedback, constructive criticism, and complaints connected [channel]. Thank the customer, admit circumstantial feedback, explicate the adjacent measurement without overpromising, and move account-specific issues to backstage support. Context: [Insert policies]
7. Product/service FAQs: Write [number] concise FAQs for [audience] astir [product/service]. Use only the supplied information, prioritize communal customer questions, and debar unsupported claims. Product information: [insert details]
8. Social media title response: Write a [length] societal consequence to the title beneath successful a [tone] tone. Acknowledge the issue, debar requesting individual accusation publicly, and nonstop the customer to [support channel] erstwhile relationship specifications are needed. Do not admit responsibility aliases committedness an result without evidence. Complaint and policy: [Insert information]
9. Cross-selling and upselling guidance: Create a guideline for recommending applicable upgrades aliases complementary products during customer-service interactions. Include need-identification questions, suitability checks, illustration language, disclosure requirements, and erstwhile not to sell. Product context: [Insert information]
10. Service telephone telephone script: Write a [length] phone-support book helping a customer usage [system aliases product]. Include verification, diagnostic questions, step-by-step guidance, confirmation, and escalation. Platform details: [insert information]
11. Shipping hold explanation: Write a [number]-word template for shipping-delay and search inquiries. Show empathy, authorities only verified information, explicate disposable adjacent steps, and debar guaranteeing a transportation date. Order and argumentation details: [Insert information]. Style example: [Insert example]
12. Refund petition response: Write a consequence to a customer requesting a refund extracurricular our policy. Acknowledge the request, explicate the applicable norm clearly, connection only these approved alternatives, and supply an escalation way if applicable: [Insert argumentation and alternatives]
13. Service incident notification: Write a [channel] notification informing affected customers astir [service rumor aliases outage]. State what happened and the effect successful plain language, what customers should do now if anything, and erstwhile to expect the adjacent update. Use only the verified incident details, debar speculating astir causes, and do not perpetrate to a solution clip unless supplied. Incident specifications and policy: [insert incident information]
14. Customer restitution information analysis: Analyze the study information beneath and place supported work strengths, recurring issues, conception differences, and prioritized actions. Distinguish findings from hypotheses and statement sample aliases information limitations. Survey questions, responses, sample size, and scores: [Insert data]
15. Customer connection response: Reply to the connection beneath successful a [tone] tone. Acknowledge the concern, explicate the verified argumentation aliases adjacent step, and springiness a timeframe only if supplied. Do not guarantee an outcome. Message and policy: [insert details].
16. Sentiment analysis: Classify the feedback beneath arsenic positive, negative, mixed, aliases unclear. Identify recurring themes, mention typical excerpts, quantify categories wherever possible, and separate observed connection from inferred intent. Note information limitations. Feedback: [Insert data]
17. Service-recovery win-back: Write a [channel] win-back connection for consenting customers who lapsed aft [service rumor aliases complaint]. Acknowledge the anterior acquisition without over-apologizing, authorities what has changed aliases been fixed, see the nonstop supplied connection aliases update if any, and extremity pinch 1 low-friction CTA. Avoid mendacious urgency. Context: [insert customer history and connection details]
18. Ticket triage guidelines: Create ticket-triage guidelines for [product and team]. Define urgent, high, medium, and debased privilege utilizing impact, severity, affected users, workarounds, and information aliases compliance risk. Include targets based connected the supplied capacity and SLAs, positive escalation examples. Context: [insert details]

18 ChatGPT prompts for package development

These package improvement prompts screen codification penning and review, strategy creation and architecture, testing and debugging, and the archiving and process activity that supports shipping.

1. Development people modules: Create [number] sequenced modules for a beginner people connected [specialty] for [audience]. For each, see the learning outcome, cardinal skills, prerequisites, and little rationale. Course magnitude and constraints: [insert details]. Structure example: [Insert example]
2. Animation ideas: Suggest [number] purposeful animations for this web application. For each, see the usage case, effect, recommended technology, capacity cost, fallback, and reduced-motion behavior. Range from elemental CSS to justified JavaScript effects. Context: [Insert merchandise and stack details]
3. Software testing flow: Create a Mermaid flowchart for testing a [system type]. Cover planning, automated and manual tests, integration, security, performance, merchandise gates, defect handling, and accumulation monitoring. Include roles, introduction and exit criteria, and assumptions. Context: [Insert architecture and merchandise process]
4. Development roadmap guide: Explain really to create a improvement roadmap for a caller web application. Cover requirements, dependencies, milestones, deliverables, risks, owners, merchandise criteria, and feedback loops. Context: [Insert scope, team, timeline, and constraints]
5. Ideas for incorporating SOLID principles: Suggest [number] applicable SOLID improvements for this [language and exertion type] codebase. For each, show a short before-and-after building and explicate the trade-off. Do not adhd abstractions without a clear benefit. Context: [Insert architecture aliases code]. Example: [Insert example]
6. User authentication solutions: Recommend an authentication architecture for [application, users, and consequence level]. Compare suitable options and screen relationship creation, MFA, sessions, recovery, authorization, threats, and implementation trade-offs. Prefer established personality providers and maintained libraries complete civilization implementations. Stack and constraints: [insert details]
7. Code analysis: Explain this [language and version] code, conception by section. Identify confirmed bugs, information risks, maintainability issues, and improvements, pinch statement references. Preserve intended behaviour and authorities assumptions. Code and context: [Insert code]
8. Agile shop ideas: Suggest [number] shop topics connected agile improvement for [audience]. For each, see the learning objective, activity, duration, and expected takeaway. Context: [Insert squad challenges]
9. Coding challenge: Suggest [number] coding challenges for [experience level] [language aliases role] developers. For each, see the accomplishment tested, difficulty, requirements, constraints, and information criteria. 
10. Code improvement: Review this JavaScript code for performance. Use the supplied runtime, workload, and profiling information to place apt bottlenecks, past urge measurable changes that sphere behavior. Distinguish capacity fixes from style improvements. [insert codification and context] 
11. RESTful API development: Build a [stack, e.g., Node.js and Express] API for [domain] utilizing [versions]. Include the supplied information model, routes, persistence, validation, authentication and authorization, errors, tests, and API documentation. State setup steps and assumptions. Requirements: [insert details]
12. Software archiving guidelines: Create guidelines and examples for documenting a REST API for [audience]. Cover overview, authentication, endpoints, parameters, schemas, errors, examples, versioning, and changelogs utilizing [documentation format]
13. Refactoring codification snippet: Refactor this [language] codification for readability and maintainability while preserving behavior. Explain each worldly alteration and debar unnecessary abstractions. Constraints and tests: [Insert discourse and code]
14. Architectural patterns and tech guidance: Recommend an architecture for [system] based connected its scale, workloads, team, reliability needs, data, and deployment constraints. Compare a modular monolith and microservices earlier recommending patterns and technologies. State trade-offs and assumptions.
15. Code champion practices: Explain cleanable and maintainable coding practices for [language, exertion type, and team]. Prioritize the [number] practices pinch the top applicable effect and see concise examples.
16. Debug assistance: Diagnose the rumor below. Rank apt causes by confidence, explicate the evidence, and springiness a circumstantial hole and verification measurement for each. Expected behavior: [details]. Actual behavior: [details]. Errors, environment, reproduction steps, and code: [insert details]
17. Unit trial generation: Write [framework and version] portion tests for this code, covering documented behavior, separator cases, and correction handling. Do not invent requirements; emblem unclear behaviour earlier encoding it successful a test. Code and specifications: [insert details]
18. Code review: Review this [language and version] code. Report confirmed and imaginable issues by severity crossed correctness, security, performance, and maintainability. Include statement references, reasoning, recommended fixes, and confidence. Context and code: [insert details]

18 ChatGPT prompts for information science

These information subject prompts screen exploratory study and visualization, exemplary building and evaluation, characteristic engineering, and applied activity for illustration information cleaning and synthetic information generation.

1. Model training: Write Python codification to train and tune a [model] for predicting [target]. Use [libraries and versions], forestall information leakage, and measure it pinch [metric] connected an untouched trial set. Include preprocessing, cross-validation, reproducibility, and concise comments. Data schema and constraints: [insert details]
2. Data visualization: Write Python codification to research this [subject] dataset utilizing due univariate, bivariate, and relationship visualizations. Handle missing values and outliers transparently alternatively than altering them automatically. Comment connected each plot’s purpose, not its conclusions. Data schema: [insert details]
3. Synthetic data: Generate a reproducible CSV pinch [rows] rows and this schema: [Insert columns, types, ranges, distributions, and relationships]. Use nary existent individual data, explanation the dataset synthetic, validate the constraints, and supply the Python procreation code.
4. Customer churn prediction: Build a churn exemplary from the supplied dataset and churn definition. Prevent temporal leakage, comparison suitable models, measure class-sensitive metrics and thresholds, and explicate exemplary associations without presenting them arsenic causal drivers. Include reproducible Python code. Context: [insert details]
5. AutoML for fraud detection: Using [AutoML library, e.g., FLAML aliases TPOT], constitute Python codification to prime a fraud-classification pipeline done training-set cross-validation. Keep the trial group untouched until last information and study ROC AUC, PR AUC, precision, recall, disorder matrix, and period trade-offs. If you are unsure of the library's existent API, opportunity truthful and supply the pipeline building pinch placeholders alternatively than guessing method names. Data schema and costs: [insert details]
6. Python regex: Write a applicable Python regex for email addresses nether these assumptions: [allowed formats]. Include accepted and rejected trial cases, explicate its limitations, and urge parser aliases verification-based validation wherever appropriate.
7. Predictive model: Build a exemplary to foretell [target] from time-ordered humanities data. Train connected earlier observations and measure pinch rolling validation ending successful the astir caller month. Prevent future-data leakage and study [metrics]. Data and business context: [insert details]
8. NLP model: Write Python codification for binary sentiment classification of these customer reviews utilizing [libraries]. Include information splitting, preprocessing due to the model, a baseline, training, class-aware evaluation, and correction analysis. Data schema: [insert details]
9. Dataset generation: Generate a synthetic sentiment-analysis CSV pinch [number] rows and 2 columns, matter and label. Use this domain, explanation definition, people balance, and connection style: [insert details]. Avoid duplicates, support examples unambiguous unless the explanation meaning includes a mixed aliases neutral class, validate the output, and explanation it synthetic.
10. Data scraper: Write a Python scraper for [URL] that extracts [fields] into [CSV/JSON]. Respect permitted entree and robots.txt, usage complaint limiting, and grip pagination, errors, retries, and missing fields. Use the tract building and constraints below: [insert details]
11. Recommendation system: Write Python codification for a [recommendation objective] ecommerce recommender utilizing browsing and acquisition data. Include preprocessing, a baseline, train–validation splitting, cold-start handling, offline metrics, and proposal examples. Data schema and constraints: [insert details]
12. Dimensionality reduction: Write scikit-learn codification to use PCA to this numeric dataset. Handle missing data, standard features wherever appropriate, study explained variance, and crippled the first 2 aliases 3 components pinch matplotlib. State whether PCA is suitable. Data schema: [insert details]
13. Metric calculations: Write codification to cipher these CLV metrics: [metrics]. Define each look and usage the supplied revenue, margin, clip horizon, churn, and discount-rate assumptions. Return customer-level results and summary checks. Data schema: [insert details]
14. Analysis codification cleanup: Restructure this exploratory study book aliases notebook into clear, reproducible codification while preserving its outputs. Separate information loading, transformation, and study steps, region dormant codification and duplicated logic, and explicate worldly changes. Do not declare capacity gains without evidence. Code and context: [insert details]
15. Dashboard creation guidance: Explain really to build a Plotly Dash dashboard for [users] to show [KPIs] from this income dataset. Cover information preparation, layout, filters, charts, refresh behavior, validation, accessibility, and deployment. Data schema and room versions: [insert details]
16. Help cleaning earthy data: Create a cleaning scheme for this customer-feedback dataset. Profile missing values, duplicates, formats, and matter quality; urge justified treatments; sphere the earthy data; and grounds each transformation. Schema and intended analysis: [insert details]
17. Anomaly detection: Write Python codification to emblem anomaly candidates successful this dataset utilizing Isolation Forest. Explain preprocessing and contamination assumptions, return scores and flags, visualize the results wherever feasible, and picture really to validate them pinch domain evidence. Data schema: [insert details]
18. A/B trial analysis: Analyze this A/B trial utilizing the due method for [metric]. Check sample sizes, allocation, assumptions, and information quality; study effect size, p-value, assurance interval, and applicable significance; and springiness a proposal pinch limitations. Test information and design: [insert details]

Further reading: How to Use Data Science to Improve SEO

18 ChatGPT prompts for learning and development

These L&D prompts screen people and programme design, learner engagement and interactive activities, assessments, and the strategical readying that connects learning to business outcomes.

1. Course ideation: Suggest [number] activity people topics for [audience] successful [industry], based connected these capacity gaps and business goals: [insert context]. For each, see its relevance and [number] measurable learning objectives. Include 1 existent manufacture situation drawn from the supplied context. Structure example: [insert example] 
2. Interactive activity ideas: Suggest [number] online activities for a digital-marketing people for [audience]. For each, see the learning objective, activity, implementation, believe aliases feedback method, and accessibility considerations. Use varied modalities wherever appropriate. Style example: [insert example]
3. Mind representation outline: Create a mind-map outline for training [team] successful [skill]. Include accomplishment areas, subskills, cardinal concepts, believe activities, and workplace applications. Add a branch connected applicable emerging developments. Context: [insert details]. Structure example: [insert example]
4. Broad people ideas: Propose [number] entrepreneurship people concepts for learners aged [age range] willing successful [niche]. For each, see the outcomes, halfway topics, applicable project, and feasible interactive elements. Target skills: [skills]
5. Social learning integration: Suggest [number] ways to use societal learning successful [course context]. For each, see the learning objective, adjacent interaction, facilitation method, and grounds of learning.
6. Video tutorial presentation: Suggest [number] ways to explicate [complex topic] successful a beginner video tutorial for [job title]. For each, see the position approach, ocular treatment, example, and accessibility considerations.
7. Diversity and inclusion training: Design a [duration] inclusion-training convention connected [focus area] for [audience]. Include objectives, evidence-based activities, facilitation guidance, psychological-safety measures, and evaluation. Treat immoderate implicit-bias trial arsenic optional, private, and non-diagnostic. Context: [insert business goals]
8. Brainstorming: Suggest [number] creativity-workshop activities for [job title]. For each, see the objective, instructions, duration, materials, and debrief question. Context: [insert subordinate needs]
9. Group chat ideas: Suggest [number] group-discussion activities that support this problem-solving objective: [objective]. For each, see the prompt, group format, duration, provider guidance, and debrief. Learner context: [insert details]
10. Training programme outline: Create a training outline connected handling difficult customers successful [industry] for [audience]. Include learning objectives, modules, believe activities, argumentation and information boundaries, assessment, and duration. Context: [insert policies and challenges]
11. Assessment creation: Design an appraisal aligned pinch [standard aliases competency framework] and these learning outcomes: [insert outcomes]. Include an appraisal blueprint, suitable mobility types, scoring guidance, reply cardinal aliases rubric, and a little rationale for each component. 
12. Scenario examples: Create [number] conflict-resolution scenarios for [audience and setting]. For each, see the conflict, roles, applicable constraints, determination points, and debrief questions.
13. Interactive training session: Design a [duration] onboarding programme for caller [role] hires. Include a week-by-week building covering domiciled skills, tools, processes, and squad integration, positive milestones, head and buddy responsibilities, and a cheque astatine [interval] to measure readiness. Base the programme connected the supplied domiciled expectations and resources: [insert domiciled and institution context]
14. Role-playing exercise: Create a conflict-resolution role-play for [audience and setting]. Include the scenario, roles, objectives, instructions, perceiver checklist, facilitation guidance, and debrief questions.
15. Learning objectives: Write measurable learning objectives for a people connected [topic] for [audience]. Use due Bloom’s taxonomy verbs and specify the observable behavior, conditions, and occurrence criteria.
16. Learner feedback survey: Design a study for participants completing [training]. Measure reactions, perceived learning, applicability, and intended aliases self-reported application. Include standing and open-ended questions and separate perceptions from verified behaviour change. Context and study timing: [insert details]
17. Microlearning module: Design a [duration] microlearning module connected [topic] for [audience]. Include 1 learning objective, halfway content, 1 believe activity, and a knowledge check. Focus connected 1 accomplishment aliases concept.
18. Learning strategy for a business outcome: Design a learning strategy supporting [business outcome]. Identify assemblage capabilities, capacity gaps, suitable interventions, workplace supports, and measures of learning, application, and business contribution. Flag non-training barriers. Context: [insert business information]

Keep successful mind that while ChatGPT tin supply suggestions for diverseness and inclusion initiatives, it's not a substitute for master expertise. Always consult pinch a qualified master to guarantee your initiatives are culturally competent and impactful.

18 ChatGPT prompts for teaching

These school prompts screen instruction planning, student engagement and progressive learning, assessments and rubrics, and the schoolroom guidance and connection that support learning.

1. Activity development: Design a [length] project-based portion for a [grade] [subject] people addressing [issue]. Integrate [second subject], [skill], and [component], culminating successful [final product]. Include objectives, regular plans, resources, appraisal rubric, and accessible differentiation. Context: [insert standards and constraints]. Example: [insert example] 
2. Study guide: Create a [length] study guideline for a [subject] exam utilizing the syllabus and materials below. Include concise explanations, cardinal terms, worked examples, useful representation aids, and communal misconceptions. Flag topics not supported by the root material. Context: [Insert exam scope and sources]. Structure example: [Insert example].
3. Science experiment: Design a 45-minute research demonstrating [concept] for [level]. Include objectives, setup and cleanup time, materials, instructions, chat questions, reflection, accessibility options, and extensions. Add a hazard analysis, precautions, supervision, disposal guidance, and a safer replacement wherever needed. Context: [Insert schoolhouse rules and resources].
4. Active learning strategies: Suggest [number] scalable active-learning strategies for a [number]-student undergraduate people connected [subject]. For each, see the learning objective, procedure, time, exertion aliases materials, accessibility, and grounds of understanding. Context: [Insert room and school constraints].
5. Tech integration: Recommend technology-supported activities for a [level] [topic] curriculum. For each, place the learning objective, tool, learner task, accessibility and privateness considerations, cost, and a non-digital alternative.
6. Targeted tutorial: Explain really to lick [equation] utilizing [formula aliases method]. Verify that the method applies, show each step, explicate the reasoning, cheque the answer, and statement communal errors.
7. Rubric development: Create an analytic rubric for [assignment] successful a [grade] [subject] class. Align criteria pinch these learning outcomes: [Insert outcomes]. Include observable descriptors, [number] capacity levels, and weights totaling 100%. Example criterion: [Insert example].
8. Mind map: Create a text-based mind representation connecting cardinal events during [period]. Show chronology and explanation each narration arsenic cause, consequence, influence, response, aliases parallel development. Use these events and sources: [Insert information].
9. Family engagement plan: Design a scheme to fortify family engagement successful a [level] school. Include accessible two-way communication, home-based participation, elastic collaboration options, family input, and measures of participation. Address language, technology, time, and accessibility barriers. Context: [Insert schoolhouse information].
10. Flashcards: Create [number] flashcards for a [level] [language] class. Include the word, its [language] translation, portion of speech, level-appropriate sentence, and an optional verified mnemonic aliases taste note. Use [dialect aliases region], and emblem immoderate translations you are not assured successful for verification pinch a autochthonal speaker aliases dictionary. Format example: [insert example]
11. Motivation techniques: Recommend strategies to support engagement and persistence among [level] students experiencing [challenge]. Cover relevance, choice, belonging, achievable challenge, feedback, and due incentives. For each, see the usage case, implementation, and imaginable risk. Context: [Insert learner needs].
12. Online people module: Design a [duration] online module connected [topic] for [audience] successful [platform]. Include objectives, concise content, due multimedia, practice, accessible navigation, and contiguous feedback. Use multimedia only wherever it supports the learning goal.
13. Professional improvement plan: Create a professional-development scheme for teachers integrating exertion into [context]. Include baseline needs, measurable goals, training, practice, coaching, resources, timeline, accessibility, and evaluation. Constraints: [Insert tools, budget, and policies].
14. Lesson planning: Create a [duration] instruction connected [topic] for [level]. Align it pinch [standards aliases outcomes] and see anterior knowledge, materials, instruction, guided and independent practice, accessibility supports, assessment, and extension. Context: [Insert people needs].
15. Collaborative learning activities: Suggest [number] collaborative activities for a [level] [topic] class. For each, see the objective, group structure, roles, individual accountability, instructions, assessment, accessibility, and debrief.
16. Classroom guidance plan: Create a classroom-management scheme for a [level] setting. Include proactive routines, narration building, definitive expectations, reinforcement, responses to disruption, de-escalation, documentation, and information escalation. Align recommendations pinch schoolhouse policies and supplied individual support plans. Context: [insert details].
17. Formative appraisal ideas: Suggest [number] little formative assessments for a [level] [subject] instruction connected [topic]. For each, explicate what it reveals, really to tally it, really to construe responses, and really instruction should alteration based connected the result.
18. Differentiated instruction plan: Design a differentiated [level] [subject] instruction connected [topic]. Provide elastic options based connected readiness, anterior knowledge, connection proficiency, accessibility, and learner strengths. Include supports and extensions, positive the supplied IEP accommodations without inventing caller ones. Context: [Insert learner information and plans]

Speed up your workflow pinch ChatGPT prompts

ChatGPT prompts get treated arsenic templates, but they're really briefs. The prompts successful this article springiness you the building of a beardown brief. The PROMPT model helps you adhd the specifications only you tin supply.

But a little only earns its support erstwhile you've tested and refined it. Add the applicable root material, tally the prompt, and reappraisal the response.

Does it incorporate unsupported claims, miss important context, aliases attraction connected the incorrect priorities? Refine the weakest part.

Once the punctual works, prevention it pinch the inputs it needs and the checks personification should complete earlier utilizing the output. That turns a one-off ChatGPT speech into a repeatable workflow your squad tin reuse and improve.

If that workflow lives wrong your contented operation, Semrush's Content Toolkit runs it extremity to end: build a little backed by Semrush data, make aliases optimize the draught for Google and AI search, and people done connected channels without leaving the workspace.

This station was updated successful 2026. Excerpts from the original article by Christine Skopec whitethorn remain.