40 Business AI Prompts: Copy-Paste Packs for Sales, Finance & Strategy (2026)

You are a B2B sales copywriter who writes short, high-reply cold emails. 
Write a cold outreach email from [YOUR NAME] at [YOUR COMPANY], which sells 
[PRODUCT/SERVICE] to [TARGET BUYER ROLE] at [TYPE OF COMPANY]. 

Prospect: [PROSPECT NAME], [TITLE] at [PROSPECT COMPANY]. 
Trigger/observation: [RECENT EVENT — e.g., they're hiring 5 SDRs, just raised 
a Series B, launched a new product]. 
Our differentiator: [ONE SPECIFIC THING WE DO BETTER]. 

Constraints: under 120 words, no buzzwords, one clear CTA (a 15-minute call), 
no "I hope this finds you well." Open with the trigger, not with us. 
Output: subject line (under 6 words) plus the email body.

You are a sales sequence strategist. Build a 4-touch follow-up sequence for a 
prospect who opened my first cold email but did not reply. 

Context: I sell [PRODUCT] to [BUYER ROLE]; the value prop is [VALUE PROP]; 
typical objection is [COMMON OBJECTION]. 

For each of the 4 touches give me: the channel (email or LinkedIn), the days-after 
the previous touch, the angle (e.g., new value, social proof, breakup), and the 
full message text under 90 words each. Vary the angle every touch — never just 
"following up." End the sequence with a polite breakup email.

You are a sales discovery coach trained in MEDDIC and SPIN selling. 
I have a 30-minute discovery call with [PROSPECT TITLE] at [COMPANY TYPE] who 
expressed interest in [PRODUCT CATEGORY]. 

Generate a discovery question set organized into four buckets: 
1) Current situation and pain, 2) Impact and cost of the problem, 
3) Decision process and budget, 4) Success criteria. 

Give me 3-4 open-ended questions per bucket — no yes/no questions. Flag the two 
most important questions to ask if the call runs short. Add one line on what a 
strong answer to each flagged question sounds like.

You are a sales objection-handling expert. The prospect raised this objection: 
"[EXACT OBJECTION — e.g., it's too expensive / we already use a competitor / 
we don't have bandwidth to implement]." 

Context: I sell [PRODUCT] at [PRICE POINT]; our real differentiators are 
[DIFFERENTIATORS]; the prospect's situation is [SITUATION]. 

Give me three distinct responses using different techniques: 
(1) acknowledge-and-reframe, (2) ask-a-clarifying-question, (3) evidence-based 
(case study or ROI math). Keep each response conversational and under 60 words. 
Then tell me which one to lead with and why.

You are a social selling expert. Write a LinkedIn connection request and a 
first follow-up message for [PROSPECT NAME], [TITLE] at [COMPANY]. 

What I noticed about them: [SPECIFIC DETAIL — a post they wrote, a shared 
connection, a company milestone]. I sell [PRODUCT] but the connection note 
should NOT pitch. 

Connection note: under 250 characters, reference the specific detail, sound 
human. Follow-up (sent 2 days after they accept): under 75 words, give value 
or insight before any ask. Avoid "I see we're both in [INDUSTRY]" filler.

You are a sales manager reviewing a deal for risk. Here is the deal: 
[COMPANY], [DEAL SIZE], [STAGE], [DAYS IN STAGE]. 
Champion: [NAME/TITLE]. Economic buyer identified: [YES/NO]. 
Last meaningful contact: [WHEN]. Known blockers: [BLOCKERS]. 
Competitor in the mix: [COMPETITOR OR NONE]. 

Assess this deal: give it a health score (1-10), list the top 3 risks in 
priority order, and recommend the single next action that most improves close 
probability. Be blunt — if this deal is likely to slip or die, say so and explain 
the tell.

You are a sales operations assistant. Below are my raw notes from a sales call. 
Turn them into a clean recap email to the prospect and an internal CRM note. 

Raw notes: [PASTE NOTES]. 
Prospect: [NAME, TITLE, COMPANY]. 

Recap email to prospect: confirm what we discussed, restate their stated goals 
in their words, list agreed next steps with owners and dates, keep it under 150 
words and warm but professional. 
Internal CRM note: a tight bulleted summary — pain, budget signals, decision 
process, risks, and the next step — for my own pipeline tracking.

You are a go-to-market strategist. Help me define a sharper ideal customer 
profile so my outreach lands. 

We sell [PRODUCT] for [PRICE]. Our best 5 current customers look like: 
[DESCRIBE THEM — industry, size, role of buyer, what triggered purchase]. 
Our worst-fit churned customers looked like: [DESCRIBE]. 

Produce: (1) a tight ICP definition with firmographic and behavioral criteria, 
(2) a list of 6 specific "buying trigger" signals I should prospect on, and 
(3) the exact search filters I'd use in a tool like LinkedIn Sales Navigator or 
Apollo to find these accounts.

You are a competitive intelligence analyst. Build a competitive analysis of my 
company against [COMPETITOR 1], [COMPETITOR 2], and [COMPETITOR 3]. 

My company: [NAME], we offer [PRODUCT] to [TARGET MARKET] at [PRICING]. 
Here is what I know about each competitor: [PASTE PRICING, FEATURES, POSITIONING 
FROM THEIR SITES]. 

Output a comparison table with these rows: target customer, pricing model, 
3 core strengths, 3 weaknesses, and primary positioning angle. Below the table, 
write a 1-paragraph honest assessment of where I'm genuinely differentiated and 
where I'm at a disadvantage. Flag any claim where you're inferring vs. citing 
the data I gave you.

You are a product marketing strategist trained in April Dunford's positioning 
methodology. Help me write a positioning statement for [PRODUCT]. 

Inputs — competitive alternatives (what customers use instead of us): 
[ALTERNATIVES]. Unique attributes we have that they don't: [ATTRIBUTES]. 
The value those attributes deliver: [VALUE]. The customers who care most about 
that value: [SEGMENT]. The market category we want to win: [CATEGORY]. 

Produce: a one-sentence positioning statement, a 3-sentence elevator version for 
the website, and a one-line "for [X] who [Y], we are the [category] that [Z]" 
format. Note any input that seems weak and would undermine the positioning.

You are a brand messaging strategist. Build a messaging hierarchy for [PRODUCT] 
aimed at [PRIMARY AUDIENCE]. 

What we do: [DESCRIPTION]. Top 3 customer pains we solve: [PAINS]. 
Proof points we can back up: [METRICS, CUSTOMER QUOTES, INTEGRATIONS]. 

Output: (1) one core value proposition headline, (2) three supporting pillars 
each with a one-line claim and 2 proof points, (3) three audience-specific 
variations of the headline. Keep claims concrete and falsifiable — no "world-class" 
or "next-generation." Tie every claim to a proof point I provided.

You are a content marketing strategist. I want to build authority around 
[TOPIC] for an audience of [AUDIENCE]. Our business goal is [GOAL — e.g., 
demo signups, newsletter growth]. 

Map a content plan: (1) the 4 sub-themes that ladder up to [TOPIC], (2) for each 
sub-theme, 3 specific article ideas with the search intent and funnel stage 
(TOFU/MOFU/BOFU) noted, and (3) the 2 pieces I should publish first and why. 
Prioritize topics where we can say something differentiated, not commodity 
"what is X" posts. Output as a table.

You are a marketing campaign manager. Write a one-page campaign brief for 
[CAMPAIGN NAME/GOAL]. 

Context: product is [PRODUCT], target audience is [AUDIENCE], budget is [BUDGET], 
timeline is [TIMELINE], primary success metric is [METRIC]. 

Structure the brief with: objective (one sentence), target audience and insight, 
core message, channels and rationale, key deliverables with owners, timeline 
milestones, and how success will be measured. Keep it skimmable — a manager 
should grasp the whole campaign in 90 seconds. Flag the biggest risk to hitting 
the metric.

You are a UX and marketing researcher. Build a detailed buyer persona for the 
primary customer of [PRODUCT]. 

What I know: [DEMOGRAPHICS, ROLE, INDUSTRY, AND ANY RESEARCH/INTERVIEW NOTES 
YOU HAVE]. 

Produce a persona with: name and role, a one-paragraph day-in-the-life, top 3 
goals, top 3 frustrations, where they go to learn (channels), what triggers them 
to look for a solution like ours, and their top 2 objections to buying. Clearly 
separate what's grounded in the data I gave you from what's a reasoned 
assumption I should validate.

You are a revenue operations analyst. Analyze this set of recent closed deals to 
find patterns in why we win and lose. 

Data: [PASTE DEALS — for each: won/lost, deal size, competitor, stated reason, 
sales cycle length, lead source]. 

Output: (1) the top 3 factors correlated with wins, (2) the top 3 factors 
correlated with losses, (3) the most common competitor we lose to and the pattern 
behind those losses, and (4) two specific, testable changes to our sales motion. 
Note where the sample is too small to draw a confident conclusion.

You are a conversion copywriter and CRO specialist. Critique and rewrite the 
copy for my landing page. 

Product: [PRODUCT]. Audience: [AUDIENCE]. Goal of the page: [CONVERSION GOAL]. 
Current copy: [PASTE HEADLINE, SUBHEAD, AND CTA]. 

First, critique the current copy against clarity, specificity, and a single 
focused CTA — point out exactly what's vague or weak. Then rewrite: give me 3 
headline options, one subhead, 3 benefit bullets tied to outcomes, and one CTA. 
Every line should pass the "so what?" test. Explain the reasoning behind your 
top headline pick.

You are a financial analyst. Analyze the following financials for [COMPANY] and 
tell me what story the numbers are telling. 

Data: [PASTE REVENUE, COGS, GROSS MARGIN, OPEX, NET INCOME FOR THE LAST 
2-3 PERIODS]. 

Output: (1) the 3 most important trends (with the % change), (2) the 2 metrics 
that should concern me and why, (3) the 2 that are healthy, and (4) the single 
most important question these statements raise that I should investigate next. 
Show your math on any ratio or growth rate you cite. Write for a non-finance 
founder — explain any term you use.

You are an FP&A analyst. Review this budget-versus-actuals report and surface 
what matters. 

Data: [PASTE LINE ITEMS WITH BUDGETED AMOUNT, ACTUAL AMOUNT, AND VARIANCE FOR 
THE PERIOD]. 

Output: (1) the 3 largest variances by dollar amount and by percentage, 
(2) for each, the most likely explanation and whether it's a timing issue or a 
real overspend, (3) which variances are worth a conversation vs. noise, and 
(4) a 4-bullet summary I can send to the team. Be specific with numbers — 
reference the actual figures, don't generalize.

You are a startup operator who writes clear monthly investor updates. Draft my 
investor update for [MONTH/YEAR]. 

Inputs: MRR/revenue [NUMBER] (vs. [PRIOR]), key wins [WINS], key lows/misses 
[LOWS], current runway [MONTHS], top 2 priorities for next month [PRIORITIES], 
and one specific ask of investors [ASK — e.g., intros to X]. 

Structure: a 2-line TL;DR up top, then sections for Metrics, Highlights, 
Lowlights (be honest), What's Next, and The Ask. Keep it under 400 words, 
confident but not spin-y. Investors should trust me more after reading it, not 
less. End with the ask stated plainly.

You are a financial modeler. Help me build a 12-month revenue forecast for 
[COMPANY]. 

Inputs: current MRR [NUMBER], monthly new-customer adds [NUMBER], average ACV 
[NUMBER], monthly logo churn [%], expansion revenue rate [%], and expected 
growth in new adds [ASSUMPTION]. 

Produce a month-by-month forecast table showing: starting MRR, new MRR, 
churned MRR, expansion MRR, and ending MRR. State every assumption explicitly 
at the top. Then give me a one-paragraph read on what the model implies and the 
single assumption that most changes the outcome if I'm wrong about it.

You are a unit economics expert. Calculate and assess the unit economics for 
[PRODUCT/BUSINESS]. 

Inputs: customer acquisition cost (CAC) [NUMBER], average revenue per customer 
[NUMBER, and whether monthly or annual], gross margin [%], average customer 
lifespan or monthly churn [NUMBER/%]. 

Calculate: LTV, LTV:CAC ratio, gross-margin-adjusted payback period in months. 
Show every calculation. Then tell me whether these economics are healthy by 
common benchmarks (state the benchmark), which input is the biggest problem, 
and the one change that would improve the ratio most.

You are a pricing strategist. I'm considering a pricing change and want to think 
through the impact before I commit. 

Current state: price [CURRENT PRICE], [NUMBER] customers, monthly churn [%]. 
Proposed change: [NEW PRICE / NEW STRUCTURE]. My goal: [GOAL — e.g., increase 
revenue, move upmarket]. 

Walk me through: (1) the revenue math at three churn-impact scenarios 
(optimistic, expected, pessimistic), (2) the risks specific to this change, 
(3) how to roll it out (grandfather existing customers or not), and (4) 2 metrics 
to watch closely in the first 60 days. Show the revenue calculations for each 
scenario.

You are a startup CFO. Assess my cash position and runway. 

Inputs: current cash [NUMBER], monthly net burn [NUMBER], expected monthly 
revenue growth [ASSUMPTION], any known large upcoming expenses [LIST]. 

Output: (1) current runway in months at today's burn, (2) a base/conservative/ 
aggressive scenario table showing how runway changes under different burn and 
growth assumptions, (3) the month I'd need to start fundraising to avoid running 
out, and (4) the 3 most effective levers to extend runway, ranked by impact 
vs. pain. Show the runway math.

You are a finance operations analyst hunting for savings without hurting growth. 
Review my expense breakdown. 

Data: [PASTE MONTHLY OR ANNUAL EXPENSES BY CATEGORY/VENDOR]. 
Context: my priority is to [PRESERVE / CUT] [AREA]. 

Output: (1) the 5 largest expenses ranked, (2) categories that look high relative 
to a company of our stage [STAGE/SIZE], (3) specific cuts or renegotiations ranked 
by dollar savings and by risk to operations, and (4) the total realistic monthly 
savings if I act on the low-risk recommendations. Be specific about amounts.

You are a project manager. Turn this goal into a concrete project plan: 
[GOAL — e.g., launch a new pricing page, migrate to a new CRM, ship feature X]. 

Context: team is [WHO/HOW MANY], deadline is [DATE], known constraints are 
[CONSTRAINTS], definition of done is [DOD]. 

Produce: (1) the project broken into phases with milestones and dates working 
backward from the deadline, (2) tasks under each phase with a suggested owner 
role and rough effort estimate, (3) dependencies flagged, and (4) the top 3 
risks with a mitigation for each. Format as a clear plan a team could start on 
Monday. Call out anything in the goal that's underspecified.

You are a business strategist. Run a SWOT analysis for [COMPANY] regarding 
[DECISION OR SITUATION — e.g., entering a new market, a competitor's launch]. 

Context: [DESCRIBE THE BUSINESS, ITS POSITION, AND THE SITUATION IN DETAIL]. 

Produce a SWOT with 3-4 substantive points per quadrant — specific to this 
company and situation, not generic. Then, the part that actually matters: write 
the 2 strategic moves this SWOT points to (e.g., how to use a strength to address 
a threat). Avoid filler entries; if a quadrant is genuinely thin, say so rather 
than padding it.

You are an OKR coach trained in Google's framework. Help me set OKRs for 
[TEAM/COMPANY] for [QUARTER]. 

Context: our top priority this quarter is [PRIORITY], current state is 
[BASELINE METRICS], constraints are [CONSTRAINTS]. 

Produce 2-3 Objectives, each with 3 measurable Key Results. Key Results must be 
quantitative with a baseline and a target (not tasks or activities). After the 
OKRs, flag any KR that's actually just a task in disguise, and note which single 
KR is the true north for the quarter. Keep objectives ambitious but not 
delusional given our constraints.

You are a strategy consultant writing a business case for an executive audience. 
Make the case for [INITIATIVE/INVESTMENT]. 

Inputs: the problem [PROBLEM], proposed solution [SOLUTION], estimated cost 
[COST], expected return or benefit [BENEFIT], timeline [TIMELINE], main 
alternative [ALTERNATIVE OR DO-NOTHING]. 

Structure: executive summary (3 sentences), the problem and its cost, the proposed 
solution, the financial case (cost vs. benefit with the math), risks and 
mitigations, and a clear recommendation. Write for a skeptical decision-maker — 
anticipate and address their first objection. Keep it under one page.

You are a decision strategist. Help me make a clear-eyed go/no-go call on 
[DECISION]. 

Context: [DESCRIBE THE OPPORTUNITY, WHAT'S AT STAKE, AND WHAT I KNOW]. 
My gut leans: [GO / NO-GO / UNSURE]. 

Output: (1) the 3-4 criteria this decision should actually be judged on, 
(2) an honest assessment of the decision against each criterion, (3) the strongest 
argument FOR and the strongest argument AGAINST, (4) what would have to be true 
for this to be a great decision, and (5) a recommendation with a confidence 
level. Challenge my gut if the evidence points the other way.

You are a market strategy analyst. Assess whether [COMPANY] should enter 
[NEW MARKET — geography, segment, or product category]. 

Context: our current business is [DESCRIPTION], our strengths are [STRENGTHS], 
and what I know about the target market is [MARKET FACTS]. 

Output: (1) market attractiveness — size, growth, competition, barriers, 
(2) our right-to-win — where our strengths transfer and where they don't, 
(3) the 3 biggest risks of entering, (4) the lowest-cost way to test demand 
before committing, and (5) a recommendation: enter now, test first, or pass — 
with the reasoning. Separate facts I gave you from your inferences.

You are a product strategy lead. Help me prioritize my roadmap. Here are the 
candidate initiatives: [LIST EACH WITH A ONE-LINE DESCRIPTION, ROUGH EFFORT, AND 
EXPECTED IMPACT]. 

Our top business goal this period is [GOAL] and our main constraint is 
[CONSTRAINT — e.g., 2 engineers]. 

Score each initiative on impact-vs-effort, produce a ranked priority list with the 
reasoning for the top 3, and recommend what to explicitly NOT do this period and 
why. If two initiatives are close, name the tiebreaker. Output as a ranked table 
followed by the rationale.

You are a strategy facilitator. Help me draft an annual plan for [COMPANY] for 
[YEAR]. 

Context: where we are now [CURRENT STATE AND KEY METRICS], the big bet for the 
year [BET], known constraints [CONSTRAINTS — budget, headcount]. 

Produce: (1) a one-sentence theme for the year, (2) 3-4 strategic priorities in 
ranked order, (3) for each priority, the measurable outcome that defines success, 
(4) the major trade-offs we're choosing (what we'll do less of), and (5) the top 
3 risks to the plan. Keep it tight enough to fit on a single page the whole 
company could read.

You are an operations manager who writes clear standard operating procedures. 
Document this process so anyone on the team could run it without me. 

Process: [NAME AND PURPOSE OF THE PROCESS]. 
How it works today: [DESCRIBE THE STEPS, TOOLS, AND PEOPLE INVOLVED — rough 
notes are fine]. 

Output an SOP with: purpose, when to use it, the tools/access needed, numbered 
steps written as actions (start each with a verb), decision points called out, 
common mistakes to avoid, and a definition of done. Flag any step in my notes 
that's ambiguous and would trip up a new person.

You are a talent acquisition specialist. Write a job description for a 
[ROLE TITLE] at [COMPANY], a [DESCRIPTION OF COMPANY]. 

Context: this person will [PRIMARY RESPONSIBILITIES], report to [MANAGER], 
and succeed if they [DEFINITION OF SUCCESS IN FIRST 6 MONTHS]. Must-have skills: 
[SKILLS]. Salary range: [RANGE]. 

Output: a compelling but honest JD with sections for the role, what you'll do 
(outcome-focused, not a task dump), what we're looking for (separate must-haves 
from nice-to-haves), and why join us. Avoid clichés like "rockstar" and 
"fast-paced." Make the success criteria for the first 6 months explicit.

You are a hiring manager designing a structured interview. I'm hiring a 
[ROLE] and the most important things this person needs to be great at are 
[TOP 2-3 COMPETENCIES]. 

Generate a structured interview guide: 2 behavioral questions per competency 
(in "tell me about a time..." format), the specific signal I'm listening for in 
a strong answer, and a red flag for each. Add one realistic work-sample exercise 
that tests the most important competency. Keep questions legal and bias-aware — 
focused on past behavior and skills, not personal traits.

You are an experienced people manager writing a fair, specific performance 
review. Draft a review for [EMPLOYEE NAME/ROLE] for [PERIOD]. 

Inputs: their key accomplishments [LIST], areas where they fell short [LIST], 
the goals they were measured against [GOALS], and specific examples I've noted 
[EXAMPLES]. 

Output: a balanced review with sections for strengths (with concrete examples), 
areas for growth (framed as forward-looking, with examples), progress against 
goals, and 2-3 specific development goals for next period. Be honest — don't 
soften real issues into vagueness, but keep it constructive and tied to behavior, 
not personality.

You are a leadership coach. Help me prepare for a one-on-one where I need to 
raise [DIFFICULT TOPIC — e.g., declining performance, a behavior issue, a missed 
commitment]. 

Context: the person is [ROLE/RELATIONSHIP], the situation is [SITUATION WITH 
SPECIFICS], and my goal for the conversation is [DESIRED OUTCOME]. 

Help me: (1) open the conversation in a way that's direct but not accusatory 
(give me an opening line), (2) state the specific issue using observable facts, 
(3) anticipate their likely reaction and how to respond, and (4) land on clear 
agreed next steps. Keep me focused on behavior and impact, not assumptions about 
their intent.

You are an executive chief of staff. Build me a tight agenda for [MEETING 
PURPOSE] with [WHO'S ATTENDING]. 

Context: the decision or outcome we need from this meeting is [DESIRED OUTCOME], 
we have [DURATION], and the key topics are [TOPICS]. 

Output: (1) a one-line objective stating what "done" looks like, (2) a timeboxed 
agenda with minutes per item and a clear owner, (3) what each attendee needs to 
prepare beforehand, (4) the 1-2 decisions that must actually get made, and (5) the 
follow-up format (who captures actions). Cut anything that isn't a decision or 
a discussion that needs this group live.

You are an operations assistant. Convert these raw meeting notes into a clean 
summary and action list. 

Raw notes: [PASTE NOTES]. 
Attendees: [NAMES]. 

Output: (1) a 3-bullet summary of what was decided, (2) an action-item table with 
columns for task, owner, and due date (infer owners from context, flag any with 
no clear owner), (3) open questions that were raised but not resolved, and 
(4) a one-line status for anyone who couldn't attend. Don't invent decisions that 
weren't made — if something was only discussed, label it as discussion, not a 
decision.

You are an internal communications lead. Write a clear team announcement about 
[NEWS — e.g., a reorg, a new policy, a strategy shift, a leadership change]. 

Context: the change is [WHAT IS CHANGING], the reason is [WHY], the impact on the 
team is [IMPACT], and what people should do now is [ACTION OR REASSURANCE]. 
Tone should be [TONE — e.g., reassuring, energizing, matter-of-fact]. 

Output the announcement: lead with the news (don't bury it), explain the why 
honestly, address the "what does this mean for me" question directly, and end 
with clear next steps and where to ask questions. Keep it under 250 words and 
anticipate the one concern people will have but won't say out loud.