Problem Evidence
Can you identify a real, observable problem instead of inventing one because it sounds entrepreneurial?
7-Day Startup Validation Challenge
Stop Guessing.Test Your Startup Idea in 7 Days.
You have an idea. Maybe it sounds exciting. Maybe your friends say, “Bro, that could actually work.”
But compliments are not evidence. And a polished pitch deck does not mean customers actually care.
The 7-Day Startup Validation Challenge helps you turn a real problem into a startup hypothesis, test it with real potential customers, and make an evidence-based decision about what to do next.
No fake projections.No fictional five-year business plan.No pretending classmate approval is validation.
Move from “I think this could work” to “Here’s what the evidence actually says.”
Real Problem → Risky Assumptions → Customer Evidence → Testable Offer → Real Market Test → Decision
Build less on assumptions. Learn faster from reality.
Before You Build More
Your Idea Doesn’t Need More Hype.
It Needs Better Evidence.
Most startup ideas begin with assumptions: “We think students want this.” “We think customers will pay.” “We think this feature matters.” “We think people have this problem.”
The challenge helps you replace those statements with stronger questions: What did real customers actually say? What did they actually do? What were they willing to commit to?
Entrepreneurship is not about defending an idea the longest. It is about learning from the market the fastest.
Customer Evidence
Can you find qualified potential customers who actually experience that problem?
Interview Evidence
Can you learn from what customers say without turning the conversation into a sales pitch?
Behavior Evidence
Can you separate polite opinions from actual behavior, actions, and commitments?
Offer Evidence
Can you organize a small, credible offer that is worth putting in front of the market?
Response Evidence
Will target customers take a meaningful next step when they see what you are offering?
Decision Evidence
Do you have enough information to continue, change, or stop?
Stop is not automatically failure. Discovering what not to build can be one of the smartest startup decisions you make.
Your Startup Validation Playbook
PROMPT-to-Profit
A Framework for Turning Ideas Into Evidence.
You do not need to figure out the entire startup process from scratch. You need a sequence that keeps you moving toward evidence.
P
Stage 1Pinpoint the Problem
Start with something real. Not “What app should we build?” Ask, “What problem is happening often enough, painfully enough, and clearly enough to investigate?”
R
Stage 2Research the Customer
Get outside your own assumptions. Talk to qualified potential customers and look for patterns in their experiences, behaviors, frustrations, and priorities.
O
Stage 3Organize the Offer
Turn what you learned into the smallest credible offer worth testing. Not the final company. Not the perfect product. Just something clear enough for a potential customer to react to.
M
Stage 4Make the Assets
Translate the offer into something the market can actually see. Your idea becomes more useful when people outside your group can understand it.
P
Stage 5Promote Through Free or Low-Cost Media
Put the offer in front of relevant people. Hindi kailangan ng malaking ad budget. You need the right potential customers and a meaningful call to action.
T
Stage 6Track, Test, and Improve
Collect evidence. Review what happened. Then decide what the evidence has earned: continue, change, or stop. That is validation.
AI helps you think through the process. Customer evidence earns the next move.
Seven Days. Seven Focused Moves.
Every Day Gets You Closer
To a Decision You Can Defend.
This is not seven days of lectures followed by one giant submission. Every day produces something useful, and every step builds on the evidence before it.
Day1
Find the Real Problem
Define a real, observable customer problem worth investigating. Your first win is not finding the perfect business idea. It is identifying a problem that exists outside your imagination.
Output: Problem hypothesis
Primary ToolStartup Consultant GPT
Open workbookDay2
Find What Could Kill the Idea
Identify and rank your riskiest assumptions. Ask what would need to be true for this startup to work—and which assumption could destroy the idea fastest if it turns out to be wrong. Test those first.
Output: Ranked assumptions
Primary ToolStartup Consultant GPT
Open student guideDay3
Talk to Real Potential Customers
Gather evidence from qualified customer interviews. Hindi barkada feedback lang. Talk to people who could realistically experience the problem you are investigating.
Output: Interview evidence
Primary ToolStartup Consultant GPT + customers
Open trackerDay4
Find the Signal
Analyze what customers actually said, did, or committed to. Look for patterns, separate strong evidence from weak evidence, and resist hearing only what you hoped customers would say.
Output: Evidence patterns
Primary ToolStartup Consultant GPT
Open workbookDay5
Build the Smallest Testable Offer
Organize the smallest credible offer worth testing. Make the value and next step clear, then give the market something concrete enough to respond to.
Output: Testable offer
Primary ToolStartup Consultant GPT
Open trackerDay6
Put It in Front of the Market
Use Google Pomelli to create at least one real marketing asset, then expose the offer to relevant target customers. Include a meaningful call to action—views and likes alone are not enough.
Output: Live market test
Primary ToolGoogle Pomelli
Open PomelliDay7
Make the Call
Review your metrics, interviews, and evidence. Continue if the signal earns another test, change if the opportunity looks real but the approach needs work, or stop if your time is better invested elsewhere.
Output: Defensible decision
Primary ToolStartup Consultant GPT + your judgment
Open scorecardHindi kailangan ma-in love sa first idea. You need to become good at making better decisions.
Use AI to Think Faster. Use Customers to Find Out if You’re Right.
Two Tools.
Two Different Jobs.
AI can help you think. It cannot become your customer. That distinction is built into the challenge.
Your Startup-Thinking Partner
Startup Consultant GPT
Think Faster. Validate Outside AI.
Use the Startup Consultant GPT during Days 1, 2, 3, 4, 5, and 7 to develop hypotheses, sharpen questions, organize your thinking, and challenge weak assumptions.
It follows the PROMPT-to-Profit process and will not jump straight to a complete business plan. It can help you think faster. It cannot validate the idea for you.
Open Startup Consultant GPTMarket TestShow the OfferTake Action
Real SignalMeasure the ResponseLearn More
Turn Your Offer Into Something the Market Can React To
Google Pomelli
Create Your Market Test.
On Day 6, use Google Pomelli to translate your offer into at least one real marketing asset.
The goal is not to win a design award. It is to create something clear enough to put in front of your target customers and measure a meaningful response.
Create Your Market TestThe Workflow
Startup Consultant GPT→ Business Hypothesis and Offer →Google Pomelli Marketing Asset→ Real-Customer Evidence →Your Decision
AI supports the process. Real customers provide the evidence. You own the decision.No Random File Hunting
Everything Has One Job.
So You Always Know What to Open Next.
A good challenge should make you think hard about the startup—not waste twenty minutes figuring out where the worksheet went.
01
Student Guide
Your roadmap for the seven-day challenge and daily action sequence. Open it when you need to know what happens next.
Open Resource02Student Workbook
Your working space for exact Startup Consultant GPT prompts, worksheets, templates, and responses. Open it when you are ready to do the work.
Open Resource03Validation Tracker
Your home for metrics, calculations, and evidence logs. Use it to answer, “What does our evidence actually show?”
Open Resource04Facilitator Guide
The teaching and assessment system with checkpoints, intervention guidance, submission standards, and grading criteria.
Open ResourceUse the right resource for the right job. Less searching. More testing.
AI Should Increase Your Capability, Not Replace Your Responsibility.
You’re Still
The Founder.
AI can suggest a customer hypothesis.You decide whether it makes sense.
AI can help draft interview questions.You still need to talk to customers.
AI can help organize customer responses.You still need to verify what the evidence actually means.
AI can help you explore strategic options.You still make the final call.
Human Draft→AI Assist→Human Verify→Human Decide
Become More Capable
- Challenge your thinking.
- Improve questions and hypotheses.
- Organize evidence for review.
- Explore options before deciding.
Keep Your Responsibility
- Do not present AI conclusions as customer evidence.
- Do not treat confidence as proof a market exists.
- Do not outsource the final decision.
- Verify every conclusion against reality.
One Hub. Everything You Need.
Less Searching.
More Validating.
Your challenge resources are connected so you can move quickly from one task to the next.
01
Student Guide
Know what to do each day.
Open Resource02Student Workbook
Use the prompts, templates, worksheets, and response spaces.
Open Resource03Validation Tracker
Record evidence, metrics, and test results.
Open Resource04Startup Consultant GPT
Develop and challenge your startup hypotheses.
Open Resource05Google Pomelli
Create the marketing asset for your real-market test.
Open Resource06Facilitator Guide
Run the challenge with clear checkpoints and standards.
Open ResourceEverything supports one goal: help you reach a startup decision based on evidence instead of excitement alone.
Open the Challenge HubRunning This With a Class?
Give Students Freedom to Explore
Without Letting the Challenge Become Chaos.
Students need room to investigate real problems. They also need structure. The Facilitator Guide provides teaching notes, checkpoints, intervention guidance, submission standards, and grading criteria across the seven days.
Spot where a team is stuck, where assumptions are replacing evidence, or where AI is being treated as a source of truth. Evaluate the quality of the validation process—not simply the prettiest pitch.
The objective is not to force every team toward a “successful” startup. It is to help students make a defensible decision based on what they actually discovered.
Your Idea Doesn’t Need More Certainty.
It Needs a Real Test.
Start With a Real Problem. Finish With Better Evidence.
You can spend another month discussing features, adding slides, or asking friends whether the idea is cool. Or you can put the important assumptions in front of reality.
Seven days. One focused move each day. Real potential customers. Real evidence. One decision you can defend.
Maybe the answer is continue. Maybe it is change. Maybe the smartest answer is stop. All three are more useful than guessing.