Swapnil SahooLearning Lab

Free · For first-time college entrepreneurs aged 18+

Your first customer experiment. Fourteen days to learn.

Swapnil Sahoo Learning Lab helps first-time student entrepreneurs turn a business idea into a small, affordable customer experiment in 14 days, with practical guidance and feedback, free of charge.

The question you are here to answer

What should I do next, and what evidence would justify continuing?

Work on your own idea, with a commitment you can afford and a customer group you can actually reach. The target is one completed experiment and a defensible decision. Continuing, changing and stopping are all legitimate outcomes.

Days 1–3

Establish constraints

Start with your skills, relationships, available time and an affordable commitment. Choose a problem you can investigate without building a business first.

Your output: A realistic experiment boundary.

Days 4–6

Investigate the problem

Ask potential customers about recent behaviour and their existing alternatives. Separate what you observed or heard from what you assumed.

Your output: An evidence log with observations, interpretations and unknowns.

Days 7–11

Run one small test

Offer one specific, honestly described next step. Record actual customer action and delivery effort against a threshold chosen before the test.

Your output: A completed experiment record, including refusals and no responses.

Days 12–14

Make a decision

Review evidence, costs and effort; invite feedback; and defend a decision to continue, change or stop. Stopping can be a successful learning outcome.

Your output: A defensible decision and one next action.

Start any day. Aim for about 30 minutes a day plus agreed customer conversations and a small test; your actual time depends on access and the idea. ₹0 is a valid spending limit. No subscription, payment, incorporation, grades or certificate are required.

Your idea, your constraints

Start with the next affordable step.

The public planner and downloads are free without registration. An optional founder-feedback pilot has up to 20 active places. A successful registration creates a private workspace for your submissions and reviews; it sends no email and creates no general mailing-list subscription.

Your working experiment

One idea. One small test. A reasoned decision.

Start with what you can afford in time, money and effort. Work through the four stages at your pace over 14 days. A decision to stop can be a useful outcome.

Your planner is free and works without an account. Drafts stay on this page until you explicitly save them in this browser, download them, or submit a stage for private feedback. Use participant codes such as P1; never include customer names, contact details, recordings or confidential records.

Your idea and affordable commitment

₹0 is valid. This is a limit, not a spending target. Do not borrow to complete the exercise.

Write your starting decision

Before using the guide, write a one-page plan: whose problem, what you believe, the test you would run, a demand threshold and your current continue/change/stop decision. Record today's date; retain this unchanged as your baseline.

Produce: A dated baseline plan and the question you most need to resolve

  • Keep this test at ₹0: use paper, a borrowed authorised space or tools already available free. Do not collect payment, buy stock or start a paid subscription.
  • Start with a manually organised, low-risk demonstration. List one skill you already have; no coding or business experience is required.
  • First find one relevant adult who is willing to talk, through a permitted college/community route. Do not scrape contacts, pay for access or treat friends' role-play as real demand.

These are prepared suggestions, adjusted to the constraints you entered. They do not establish that a test is safe, feasible or completed. The planner caps suggested experiment spending at ₹1,000 or your lower chosen limit; you do not need to spend anything.

Days 1–3 · Stage 1 of 4

Set your boundary

Separate what actually happened from what you expect. An empty template, a planned interview or a positive comment does not establish a completed customer experiment. Maximum 6,000 characters.

Already registered? Return to your feedback
Return using your private access code

Save or download local edits first. Loading your submitted workspace replaces the open draft.

Request one of 20 founder-feedback places — free

The open guide remains available to everyone. A feedback place is for an adult college student trying a first venture experiment. Participation is voluntary and has no effect on grades, references or access to resources. The Lab stores the details below to provide private feedback; no newsletter signup, public testimonial permission or automatic email is created.

Register for private founder feedback

Your idea and constraint fields above are included in registration. Fill them in first. Contact details help match a manual correction or deletion request; registration sends no email.

For access problems, corrections or privacy requests, contact swapnil.s@greatlakes.edu.in. Do not send your private access code by email. The Lab does not guarantee sales, funding, a viable business or a certificate.

Read it all before you commit

The 14-day working plan.

Keep the first plan unchanged so you can compare it with the final decision. If time, access or feedback takes longer, record the actual days; do not label an unrun test complete.

Days 1–3: Establish constraints

  1. Day 1: Write your starting decision

    Before using the guide, write a one-page plan: whose problem, what you believe, the test you would run, a demand threshold and your current continue/change/stop decision. Record today's date; retain this unchanged as your baseline.

    Keep: A dated baseline plan and the question you most need to resolve.

  2. Day 2: Set what you can afford to commit

    List useful skills, adult contacts, minutes available each day and a maximum affordable cost, including zero. Name what you will not risk: tuition, borrowing, essential expenses, confidential data or commitments you cannot fulfil.

    Keep: A time and cost ceiling, existing resources, and a stop rule.

  3. Day 3: Choose one reachable customer problem

    Choose one adult customer group you can reach respectfully. Write a recent situation, their present alternative and your untested assumption. Arrange permission to speak with them; a classmate role-play is preparation, not customer evidence.

    Keep: One narrow customer/problem statement and a permission-based access plan.

Days 4–6: Investigate the problem

  1. Day 4: Prepare questions about behaviour

    Write five neutral questions beginning with 'Tell me about the last time…'. Ask what happened, what they used instead and their approximate effort or cost. Avoid pitching, leading questions and requests for private records. Ask permission to take anonymous notes.

    Keep: Five interview questions and a short voluntary-participation introduction.

  2. Day 5: Hear the first accounts

    Invite up to three relevant adults to a short conversation, without pressure. Record recent behaviour in your own words, separately from your interpretation. Accept refusals. If no one participates, record the attempts and investigate access rather than inventing answers.

    Keep: Anonymous evidence entries labelled reported behaviour, interpretation and unknown.

  3. Day 6: Look for a contradiction

    Seek an account that might disprove your assumption. Compare the problem, existing alternatives and circumstances across the conversations. A few accessible participants do not represent the whole market. Select one uncertainty worth testing next.

    Keep: A revised problem statement, contradictory evidence and one testable assumption.

Days 7–11: Run one small test

  1. Day 7: Define a small offer and a pass rule

    Describe a bounded service or prototype, who it is for, what is and is not available, and the real action you will count. Before inviting anyone, write the denominator, deadline, success threshold, cost ceiling and stopping condition. Choose a free reservation or trial if payment is unnecessary.

    Keep: A one-page experiment card with an observable action and a pre-set threshold.

  2. Day 8: Make the smallest honest demonstration

    Use paper, an existing free tool or a manually delivered sample. Show exactly what can be provided; label mockups and prototypes. Check that the work fits the time and cost ceiling. Do not order inventory, borrow or buy software to make the example look impressive.

    Keep: A clearly labelled sample and a realistic delivery/cost estimate.

  3. Day 9: Invite a bounded customer action

    Make the specific offer to a small, relevant group of consenting adults. State the terms and limitations plainly, avoid spam or repeated contact after refusal, and do not use assessed students or institutional branding as leverage. Record how many people actually received the offer.

    Keep: A dated invitation record and a count of people reached, without personal identifiers.

  4. Day 10: Observe action and delivery effort

    Record actual reservations, use or another pre-defined action, plus refusals and no responses. If a trial is accepted, deliver only what you can safely fulfil and time your work. Compliments, page views and hypothetical willingness to pay are not purchases.

    Keep: Counts with denominators, actual time/cost, and any fulfilment problems.

  5. Day 11: Close the experiment honestly

    Finish the test at its stated deadline and settle any commitment you made. Record what actually happened, including a zero result. Note limitations such as friends-only recruitment or missing customers. If no real customer test occurred, mark it incomplete; planning alone is not completion.

    Keep: An experiment record comparing the pre-set threshold with actual results.

Days 12–14: Make a decision

  1. Day 12: Compare value with effort and cost

    Calculate approximate cost per completed trial and include your own time. Separate a free-trial action from evidence of willingness to pay. Compare alternatives and identify which conclusion the small sample cannot support.

    Keep: A simple cost/effort table and an evidence-supported interpretation.

  2. Day 13: Request feedback on your reasoning

    Prepare an anonymous one-page review: original assumption, experiment, threshold, results and provisional decision. Ask a reviewer what evidence is missing and what else could explain the result. Record the feedback and your response; do not claim founder feedback until it is received.

    Keep: A reviewable evidence packet and a feedback/revision log.

  3. Day 14: Defend continue, change or stop

    Write a final one-page decision using the same headings as Day 1. Cite your evidence, costs, limitations and feedback. Choose continue, change or stop and name one affordable next step. Compare your baseline and final work with the same rubric, including any incomplete experiment.

    Keep: A final decision memo, rubric comparison and actual days/hours spent.

A worked illustration

Asha's campus presentation practice

Entirely hypothetical Indian student example; the names, counts and costs are invented teaching assumptions, not Learning Lab results.

Asha is an adult college student in Pune. She thinks fellow adult students struggle to rehearse a three-minute project presentation. She can organise a practice meeting, has 30 minutes a day and chooses a ₹0 spending ceiling.

Establish constraints

She rules out building an app or charging for an untested service. Her boundary is one free 20-minute practice session, using an already available meeting space with permission; no grades or employment outcomes are promised.

Investigate the problem

Three volunteers describe their latest presentation preparation. Two struggled to keep within the time limit; one already practises effectively alone. Asha records those reported experiences separately from her belief that a practice group would help.

Run one small test

Before inviting anyone, she sets a modest rule: continue investigating if at least two of six relevant adults offered a place actually attend. She offers one clearly described free session, records three reservations and two attendees, and spends 50 minutes preparing and running it. A reservation is not attendance or evidence of willingness to pay.

Make a decision

Her attendance threshold was met, but the friends-only sample and free price limit the conclusion. She chooses 'change': shorten preparation before another free test. She does not infer a viable paid business or publish participant names. If nobody had attended, an evidence-supported stop could also have been useful.

What counts as useful learning

A completed test is more than a positive opinion.

A completed experiment requires a pre-stated assumption, honest specific offer made to actual relevant adults, a dated action/no-action record with a denominator, and a continue/change/stop decision. An executed test with zero demand can qualify; a role-play, plan or unlaunched offer does not.

The same four criteria score the starting plan and final packet from 0–2 each, for a total out of 8. A human reviewer explains the scores; the next-task tool does not grade your work.

Problem and constraints

  • 0: Customer/problem unclear; no time or cost boundary.
  • 1: Specific customer and problem, but access or commitment is vague.
  • 2: Reachable adult customer, recent problem, explicit time/cost ceiling and stop rule.

Evidence quality

  • 0: Opinions or invented observations presented as demand.
  • 1: Some relevant reported behaviour; interpretation or sampling limits unclear.
  • 2: Dated anonymous observations separated from interpretations, with contradictions and limits.

Experiment design and execution

  • 0: No observable action or no actual test.
  • 1: A bounded test is run, but threshold, denominator or delivery record is missing.
  • 2: Honest offer, threshold set before testing, actual action counts and delivery/cost record.

Decision and revision

  • 0: Unsupported recommendation or success claim.
  • 1: A decision cites some results but overlooks costs, feedback or alternative explanations.
  • 2: Continue/change/stop follows the evidence, costs and limits; feedback and one affordable next action are documented.

Retain the unaided Day 1 plan. Record a baseline score using the four 0–2 criteria. With no actual test yet, the execution criterion can legitimately score zero; do not invent missing evidence.

Call a starting plan unaided only if it was collected before the learner saw this guide or received feedback. Otherwise mark it as aided and report that limitation.

Score the Day 14 packet using the same criteria and instructions. Report each criterion and total out of 8, whether an actual customer experiment was completed, calendar days, founder/reviewer minutes and learner hours. Record non-completion and withdrawals rather than excluding them.

The first pilot is a learning and delivery test. There are no claimed completion rates, learning gains or superiority results yet. Comparable learners, consistent tasks and transparent missing outcomes are needed before drawing comparative conclusions.

Founder-led feedback

Review your own work, then revise it.

Dr. Swapnil Sahoo reviews work in the initial feedback pilot. Submit at the four stage checkpoints and return with your private access code to read the actual written review. Until a review is saved, the workspace shows that it is awaiting review. No immediate reply or fixed turnaround is guaranteed; continue with the guide and allow time to revise.

Your access code is shown only when registration succeeds. Keep its private download safe. It is not emailed, cannot be looked up by email, and expires 90 days after registration. Use the withdrawal control to delete your pilot work and release your place, or contact the operator for a privacy request. Publication and use in comparative research require separate permission.

Submit anonymised observations: “Customer A declined” is enough. Do not upload names, phone numbers, private messages, recordings or confidential business information. The existing privacy notice explains storage and access.

Other ways to learn

Free access alone does not establish an advantage.

These independent resources provide useful alternatives. The Lab’s approach to test is guidance fitted to your constraints and feedback on your own small experiment. No partnership or superiority is implied.

  • YC Startup School: a free online startup course and weekly progress support.
  • Startup India Learning Program: free entrepreneurship learning with English and Hindi options.
  • NSF I-Corps: an established experiential customer-discovery model for research commercialisation; its audience and programme scope differ from this student pilot.

For the Lab pilot’s comparison plan, define allocation and comparable starting constraints before recruitment, use the same completion rules and rubric, and record every starter and actual mentoring minute. The pilot service does not itself obtain research or publication consent.

Practise a neutral customer question first →

Dr. Swapnil Sahoo AI Mentor

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