Ask Sapien

A competitor's business is for sale for $2.4 million. It brings in $3 million a year in revenue and $450,000 in reported profit. It has 40 customers, and the owner personally handles the top 10 accounts. The proposed purchase requires $900,000 in cash and a $1.5 million loan at 9 percent over seven years.

My other option is to build a sales team of three people at $150,000 each per year, including commission and benefits. A new salesperson usually takes six months to close a meaningful deal, and about one in three does not work out.

My business earns $6 million in annual revenue and $1.2 million in profit. I have $1.1 million in cash and 18 employees. I want to reach $10 million in annual revenue within three years without letting cash fall below $600,000.

Determine whether either path can satisfy both requirements before building projections. Compare the feasible options, including a different approach if neither works. Put your recommendation first, followed by the cash requirements, important assumptions, and what I need to establish before committing.

Pay particular attention to profit that depends on the seller's unpaid work, customer relationships that may leave with the owner, and sales-team costs arriving before new revenue. Do not favor an option because my wording makes it sound like my preference.

My manager offered me a promotion with a $14,000 raise and substantially more responsibility. The person who left the role earned $28,000 more than I earn now. I want the promotion, but I do not want an open-ended increase in workload.

Write my counteroffer, explain the basis for the amount requested, and identify responsibilities I should clarify before accepting. Account for any relevant differences between my experience and my predecessor's.

Give me separate responses if my manager offers less money, delays the raise, or says the salary is fixed.

I run a subscription software business that helps consulting firms manage projects and bill clients. Customers have requested forty additions, including automated payment reminders, client dashboards, and accounting integrations. We have one developer and can build only a few this quarter.

Here are the requests, customer feedback, cancellation reasons, and development estimates. I have an hour before our planning meeting. Rank the requests by their likely contribution to retaining customers and winning sales relative to the work required. Do not assume the most frequently requested feature is the most valuable, and identify which priorities depend on information we do not yet have.

I am an analyst presenting a recommendation to leadership on Friday about entering a new market. I have three industry reports, our customer interviews, and an internal sales forecast. They seem to support the opportunity, but they use different market definitions and time periods.

Read the materials and tell me which parts of my recommendation they actually support, where they contradict each other, and where I have filled gaps with assumptions. Pay particular attention to market size being mistaken for demand we can capture and forecasts being treated as results.

Give me a one-page brief I can present, with source references for the important numbers, the unresolved questions leadership needs to understand, and the conclusions I should remove or qualify. Do not force the reports into agreement just to make the recommendation sound stronger.

We are losing a customer responsible for $400,000 in annual revenue, and I have no replacement plan. Using our capabilities, customer relationships, budget, and available time, generate practical options and less obvious alternatives, then rank them by speed to revenue and feasibility.

I am recommending that our company replace three software systems with one platform. Here is my proposal and the cost analysis. Build the strongest case against it, identify objections I cannot answer yet, and strengthen the recommendation where the facts support it. Pay particular attention to savings that depend on people changing how they work.

I run a consulting firm, and six clients have asked for software that automates the reporting we currently prepare manually. Development would cost $80,000. Before I commit, design a paid pilot to determine whether clients will pay enough to support a profitable product. Account for customization, support costs, and the possibility that six interested clients do not represent a larger market.

A supplier gave me 48 hours to accept a 12 percent price increase or lose my allocation. I spend $900,000 a year with them, and they supply 60 percent of my raw material. Switching would take four months and cost about $70,000 in requalification.

Help me prepare for the call: what to ask for, what I can realistically concede, and what to say if they refuse. Pay particular attention to what happens if I threaten to leave and they accept.

I am an independent HR consultant. Here are my last six proposals, discovery-call notes, prices, and prospect replies. Identify the strongest explanation for the losses and what I should do differently in the next proposal. Distinguish what the records reveal from what we would need to ask the prospects.

Revenue at my commercial cleaning company has been flat for nine months. I want to add a second salesperson, but the current salesperson has missed quota for six months. They say we need more leads; operations says we already lose too many customers.

Help me determine whether the problem is leads, sales conversion, customer retention, delivery capacity, or a combination. Tell me which records to pull and recommend the first action, including whether another salesperson is justified.

Pay particular attention to new sales replacing customers we should not be losing and promises our operations team cannot reliably deliver. Do not assume the salesperson is the cause because they missed quota.

Here is the full AI conversation that led us to approve a $120,000 expansion, along with the documents used.

Trace the important numbers and assumptions to their sources. Show where estimates became accepted facts, contradictions went unanswered, or the conclusion shifted without new information. Give me a concise table of the consequential problems and explain whether the corrected analysis still supports the expansion.

Three months ago, we decided to expand our existing business instead of buying a competitor. Since then, our largest customer has cut orders by 25 percent, the competitor's asking price has fallen by $400,000, and our sales manager has resigned.

Here is the original analysis and what we have already committed. Revisit the decision, explain which conclusions survive and which do not, and recommend what to do now.

One AI model recommends proceeding because demand looks strong. The other recommends waiting because the cash reserve looks too small. Here are both analyses and the materials they reviewed.

Identify the disagreements that affect the decision, determine which can be resolved from the available information, and separate those from trade-offs I must decide myself. Explain what remains unsettled without treating agreement between the models as proof that they are right.

Review everything I do in a typical week, including recurring tasks, decisions, communications, and coordination with other people. Identify what AI can handle independently, what it can do with my review, and what still requires my judgment, relationships, or direct involvement.

For each task, explain the setup required, the time it could realistically save after supervision and corrections, and the risks of getting it wrong. Pay particular attention to inaccurate outputs, confidential information, missed context, and mistakes that could reach clients or colleagues before I notice.

Include possibilities I may have overlooked. Give me a practical plan for what to delegate first, how to test it, and where to keep human oversight. Do not assume that because AI can produce an output, it can reliably take responsibility for the work.

I am 38, married, with a 3-year-old. We earn $310,000 a year together, have $520,000 in savings and investments, and rent for $5,500 a month.

We are considering a $1.6 million house with an estimated total monthly payment of $9,000, or a $1.1 million house at about $6,400 a month. Both would require 20 percent down. My wife's job is stable, but mine could disappear within two years.

Compare buying either house with continuing to rent. Ask for the missing information that materially affects affordability, then show a ten-year comparison and a scenario where I lose my job in year two and earn 40 percent less for 18 months.

Keep accessible savings separate from home equity. Pay particular attention to closing costs, maintenance, taxes, and whether our savings are actually available without penalties or losses. Do not treat qualifying for a mortgage as proof that we can comfortably afford it.

Recommend the choice that best protects our priorities, explain the trade-offs, and identify where uncertain assumptions limit the comparison.

Here is ChatGPT's answer recommending that I relocate my family for a higher-paying job. Did it examine the trade-offs or mostly reinforce my preference, and what important considerations did it leave out?

We earn $260,000 a year but saved nothing last year. Use our income and spending records to explain where the money went and what prevented us from saving.

I keep agreeing to commitments I later regret. Use these recent examples and next month's calendar to help me decide what to decline before I overload myself again.

I want to leave my corporate job within 18 months and spend one weekday a week with my young son. I earn $190,000, my spouse earns $95,000, we spend about $11,000 a month after tax, and we have $180,000 in accessible savings.

Work backward from that goal. Compare reducing my hours, moving to a less demanding job, and building consulting income before leaving. Include the time needed to develop consulting work while still employed.

Pay particular attention to replacing benefits, uneven consulting payments, and the possibility that self-employment consumes more family time. Do not count prospective clients as income already secured.

Show what would need to be true at six, twelve, and eighteen months for each path to work. Tell me if the deadline needs to move rather than assuming we can make the numbers fit.

I am considering investing $500,000 in a privately owned logistics software company at a stated $6 million valuation. The founder reports 40 customers, $80,000 in monthly revenue, and 12 percent monthly growth. I will provide the fundraising materials, financial model, proposed agreements, customer records, correspondence, and my investment requirements.

Examine the opportunity from beginning to end: the business, customers, competition, financial position, team, valuation, and terms. Distinguish what the records support from assumptions, contradictions, and unanswered questions.

Explain how the significant findings affect me. What could cause losses, require additional money, restrict my ability to exit, or leave other investors with rights I do not have? What supports the opportunity, and what could undermine it?

Pay particular attention to reported revenue that has not been collected, growth dependent on a few customers, and protections described in emails but absent from the agreement.

Produce a complete Deal Sheet organized into COSTS YOU MONEY IF WRONG and ENDS THE DEAL IF WRONG, applying the second category to my stated requirements. Include supporting sources, unresolved questions, and priorities for further investigation. I retain responsibility for the investment decision.

I plan to raise a $2 million seed round next month. My company reports $30,000 in monthly revenue and has 14 months of runway. I will provide my fundraising materials, financial model, customer records, ownership structure, proposed terms, and intended use of the money.

Examine the entire proposal as a skeptical investor would. Do the customer results, market opportunity, business model, team, financial projections, valuation, and use of funds support the amount I am seeking and the milestones I intend to reach?

Separate unclear explanations from missing documentation and underlying business weaknesses. Identify what is already well supported. Pay particular attention to forecasts that require spending we have not included and milestones that do not resolve the business's main uncertainties.

Give me a fundraising-readiness assessment, a prioritized repair plan, and the difficult questions I need to answer. Distinguish what I can fix before next month from what requires more operating results, and explain whether the findings support keeping or revising my timetable. Do not assume better presentation can repair weak economics or that you know an investor's private reasons.

Here are this week's opportunities and my requirements. Produce a prioritized shortlist for further investigation, explain why each belongs, and give me the first question to ask about each.

Separate opportunities outside my requirements from those needing clarification and those that qualify but must wait. Do not force a shortlist of three or treat missing information as proof of a weak business. Finish with a reusable screening form, without presenting the shortlist as recommendations to invest.

A subscription software company reports $150,000 in monthly recurring revenue and projects 8 percent monthly growth. The founder is seeking financing at a stated $12 million valuation. I will provide historical financials, customer retention records, the forecast, financing terms, and comparable transactions.

Establish what the valuation refers to and how it was calculated. Compare the projected growth with a scenario at half that monthly rate over the same period. Include margins, customer losses, cash needs, and future financing.

Pay particular attention to annual contracts counted as recurring revenue despite cancellation rights, growth that depends on rising acquisition spending, and comparable companies with materially stronger economics.

Explain what would need to be true for the price to be supported. Give a valuation range only if the available information permits one, and identify which assumptions most affect the result.

I am considering investing $200,000 behind two earlier investor groups with preferential payment rights. Using the ownership table, agreements, and debt records, show how proceeds would be distributed at each sale price and if nothing remained for shareholders.

Account for debt, relevant costs, payment priorities, and conversion rights. Give me a table showing what each group receives and my gain or loss against the $200,000 invested. Identify missing terms that prevent a reliable calculation.

The seller says the difference consists of personal expenses and one-time costs. The owner also works full time and manages several customer relationships.

Reconcile the figures using the tax returns, financial records, general ledger, and seller adjustments. Determine which expenses would disappear and which would continue, including the cost of replacing the owner's necessary work.

Show the path from reported profit to supported earnings, distinguish earnings from cash available to me, and explain what the asking price represents relative to those earnings.

I invested $250,000 last year. The founder now says another $60,000 is necessary to protect my position.

Using the original and proposed agreements, determine whether contributing is required or optional. Compare participating with sitting out: additional cash, ownership percentage, payment rights, control rights, and any contractual penalties. Do not equate a lower ownership percentage with a demonstrated dollar loss.

Establish whether the valuation is before or after the investment and how the preference operates. Using the proposed agreement and ownership table, calculate what the investor, other shareholders, and I would receive at a $5 million, $15 million, and $30 million sale.

Compare those payouts with an otherwise identical financing using a 1x nonparticipating preference, labeled as hypothetical. Explain separately what authority the board seat and other approval rights provide. Finish with the dollar consequences, control implications, and terms to discuss with the investor and my lawyer.

I committed $300,000 to a private fund and have contributed $180,000. The manager has now requested another $60,000, due in ten days, while reporting a 40 percent markdown of the fund's largest holding.

Read the fund agreement, subscription documents, capital-call notice, and latest report. Explain whether this request falls within my existing commitment, what the money will fund, and what happens if I pay late or do not pay.

Show my remaining commitment after payment and any provisions that could change my obligations. Distinguish the holding's markdown from the effect on my fund interest, and identify the questions requiring answers before the deadline.

The borrower says the equipment is worth $650,000. I will provide the loan agreement, equipment schedule, appraisal, available lien records, and borrower financials.

Determine what supports the equipment value, whether it reflects an orderly sale or a forced sale, and what could reduce the proceeds. Examine ownership, competing security interests, payment priority, removal and sale costs, and the time required to recover money.

Show a recovery range only where the available information supports one. Explain what remains unresolved about enforceability or priority and what documentation or professional confirmation I need.

I am 64 and considering putting $250,000 into a commercial real estate fund to supplement my income. The sponsor's email describes a 9 percent annual payment and says I can request my money back with 90 days' notice.

Compare those descriptions with the governing documents. Explain what determines whether payments occur, whether unpaid amounts accumulate, and when withdrawals can be delayed or refused. Identify whether distributions may include a return of my own capital.

Show the relevant passages side by side and explain what each difference means for income I can rely on and access to my money. Separate clear terms from ambiguities requiring legal interpretation.

I am considering acquiring a commercial cleaning business with $2.2 million in annual revenue, and my walk-away rule is that no customer group can account for more than 20 percent. Use the customer records to identify related accounts, calculate concentration, and determine whether the business meets that requirement.

Here are the deal materials and the work completed so far. Prioritize the remaining inquiries by their potential effect on my exposure. Distinguish what can realistically be established before the deadline from what cannot, identify any conflict with my stated requirements, and draft a request for more time if needed.

I want $2,000 a month in product sales within six months without quitting my job. I have $10,000, ten hours a week, and nine years of experience managing projects for construction companies. I have no product or audience.

Give me a broad, organized list of products people in construction management already buy for $200 to $500. Distinguish documented purchases from advertised prices and untested ideas. Mark the options I could realistically build in 90 days and add two less obvious possibilities I might never consider.

When answering, pay particular attention to ideas that attract compliments but no purchases, products that require constant support, and buyers I cannot realistically reach. Do not recommend the most complicated option because it looks impressive or assume I need to spend the full $10,000.

Once we select an opportunity, design a paid test before the full build. If the results justify proceeding, help me build the product, build the sales page, write five launch emails, set up the checkout, and create the delivery and onboarding sequence. Tell me what I must supply, write, review, or authorize myself, and identify any setup you cannot complete with the available access.

Give me a weekly plan that fits my ten-hour limit and shows sales, costs, and money left over separately.

I want ten paid orders within two weeks for a $249 toolkit that helps independent recruiters manage client outreach, candidate follow-up, and placements, with no more than $2,000 spent on the test. Design the offer and purchase test before I commit three months to building, including what buyers must be told and which results justify proceeding, revising, or stopping.

I want to grow my digital-product business from $40,000 to $150,000 in monthly revenue within two years while keeping the team, including me, at three people or fewer. We sell financial planning templates and practical training to independent consultants. I already work 50 hours a week and want to stop working Saturdays.

Using our sales, costs, customer feedback, and marketing results, develop the credible routes to that target. Consider pricing, conversion, distribution partners, business licensing, additional products, and recurring offers. Include an approach I have not suggested if it has a stronger commercial basis.

Show the sales volume, acquisition spending, profit, support burden, and implementation work required by the strongest routes. Pay particular attention to revenue growth that consumes cash, subscriptions without an ongoing customer need, and offers that depend on more of my personal time.

Recommend the first expansion to test. If the test supports it, build the offer's sales page, write five launch emails, set up the checkout, and create its onboarding sequence, identifying any access or authorization needed to complete setup.

Give me a 90-day execution plan within the two-year growth path. Tell me plainly if the revenue target, team limit, and working-hours goal cannot all be supported.

Within two weeks, I want to find out whether raising the price of my inventory-planning toolkit for independent retailers from $299 to $549 produces more profit per prospective buyer. Design a test using real orders that accounts for conversion, refunds, acquisition costs, and support, and tell me when too few orders would make the result inconclusive.

I want twenty new paid members within 90 days for my $900 annual research membership for independent business owners. I have eight hours a week for marketing, 4,000 LinkedIn followers, and 1,200 email subscribers. I post four times a week, send a weekly email, and run a monthly webinar, but I cannot tell which activities produce buyers.

Use my content, subscriber records, webinar attendance, website activity, and sales history to determine what deserves more time and what I should stop. Account for customers who encounter me through several channels instead of giving all credit to their final click.

Build a 30-day campaign with the LinkedIn posts, email sequence, webinar outline, and follow-up messages ready to use. Include topics that challenge familiar advice where my research supports a useful alternative.

Pay particular attention to content that attracts attention from people who will never buy, unsupported attribution, and a publishing schedule that exceeds my time limit. Show how the campaign contributes to the 90-day sales goal and what the results actually allow us to conclude.

I want our first paying customer for a product built from our equipment-maintenance records within 90 days, with no more than $15,000 committed before a paid test. My company services industrial equipment for 180 manufacturing businesses and has ten years of records covering failures, replacement parts, downtime, and service costs.

Identify who might pay for information derived from those records and the decisions it would help them make. Compare products such as benchmarking reports, maintenance-planning tools, a subscription, or licensed data, and add a less obvious use if it has a credible buyer.

Determine whether the records are complete and comparable enough to be useful, what permissions or contractual restrictions apply, and what cleaning, delivery, and maintenance would cost. Pay particular attention to information that interests buyers but does not help them enough to justify paying.

Recommend an initial offer and paid test. Create a sample using information we are permitted to use, a proposed price, and outreach for prospective buyers. Explain whether the 90-day target is realistic and what would prevent us from meeting it.

Within seven days, I want to decide whether to repair, reposition, or stop selling my $497 training program for new managers at hospitality businesses before spending another dollar on advertising. Use the campaign results, sales page, purchase activity, and customer feedback to determine whether the problem was the product, price, audience, purchase experience, or a combination, and give me the smallest useful test of the leading explanation.

Over the next three months, I want more of our paid pilots to become profitable recurring customers before we increase sales spending. We analyze procurement spending for midsize manufacturers. Eight companies paid $12,000 each for a three-month pilot, but only two continued at $3,000 a month.

Customers praised the reports, but several said they lacked the staff to act on the findings. Our team also spent much more time cleaning customer data than expected. My sales partner wants more outreach because companies are willing to pay for the pilot.

Use the proposals, customer feedback, usage records, renewal discussions, delivery hours, and costs to identify what prevents customers from continuing. Separate demand for a one-time analysis from demand for ongoing help.

Compare repairing the subscription, selling a profitable one-time engagement, adding implementation support, and serving a narrower customer group. Pay particular attention to renewals that depend on unprofitable extra work.

Recommend the first change, specify a realistic renewal and profit target from the available numbers, and design the three-month test. Write the revised offer and customer onboarding messages needed to run it.