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7 Prompts for Validating Your Idea

  • Writer: W Michael Buckovich
    W Michael Buckovich
  • Oct 24
  • 2 min read

Use ChatGPT or Perplexity to run a 7-prompt “Idea Check” sprint that maps the problem, competitors, demand signals, and first interviews.


LUNCH & LEARN @ WinstonStarts  W Michael Buckovich - Exec. Director, VisionToVenture (standing left), Fadi Hindi - Managing Partner, TCLi & Adjunct Professor of AI (standing right)
LUNCH & LEARN @ WinstonStarts W Michael Buckovich - Exec. Director, VisionToVenture (standing left), Fadi Hindi - Managing Partner, TCLi & Adjunct Professor of AI (standing right)

1. Why Idea Validation Matters

  • Most startups fail because they build something nobody truly needs.

  • Traditional validation = weeks of research + customer interviews.

AI speeds up the first pass so you can spot blind spots quickly. “Zero to 80% FAST!”


2. Step-by-Step Workflow (How-To)

  • Write Your Problem Statement Keep it simple: “I think [customer] struggles with [problem] when they try to [goal].”


  • Run AI Prompts

1. Problem clarity

2. Competitor scan

3. Target customer personas

4. Search demand signals

5. Risk assumptions

6. Interview questions

7. One-liner & CTA draft


Example Prompts for a 7-Step Idea Check - Try this example, then adjust.

  1. Problem clarity: “Act as a skeptical customer. Here’s my problem statement: [paste]. What’s unclear? What proof would convince you it’s real?”

  2. Landscape: “List 8–10 existing ways people solve this today (products/services/DIY). Where do they win/lose for a budget-conscious startup?”

  3. Who cares most: “Draft 3 customer profiles (role, pains, current workaround, where they hang out online, how they buy).”

  4. Demand signals: “Suggest 10 specific search phrases and 3 communities (forums/subreddits/newsletters) where this problem shows up.”

  5. Risks: “List the 5 riskiest assumptions I’m making. Give one fast test for each I can run this week.”

  6. Interview guide: “Write 7 open-ended interview questions that avoid leading the witness and focus on past behavior.”

  7. One-liner + CTA: “Write a one-sentence value prop and a simple landing-page block: headline, 2 benefits, single CTA.”

*Tip: AI is a head start, not the finish line—always validate with real customer conversations.


Download FREE Idea Validation Worksheet


Cross-Check With Data

 Use Google Trends, free SEO tools, or social listening to confirm AI suggestions.


Case Study: Eco-Friendly Packaging

One founder came to us exploring sustainable packaging for e-commerce shops.

  • The Idea: Compostable shipping materials.

  • AI Insight: The market was crowded, but “fast-ship compostable mailers” for small shops were underserved.

  • Next Step: With AI’s draft outreach, she booked 5 interviews in under 48 hours, saving weeks of research and dropping features customers didn’t value.


Your Decision: Go, Pivot, or Pause

At the end of the sprint, use the decision framework:

  • GO: Evidence supports moving forward. Customers show demand.

  • PIVOT: Adjust direction based on feedback or gaps discovered.

  • PAUSE: Not enough validation yet—hold until more data is gathered.


6. Free Download: AI-Powered Idea Validation Sprint

Use it as a fillable guide to capture AI insights and plan your next customer conversations.

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