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Day 1 of 77-Day AI Build Challenge

Idea Validation Template

Validate your SaaS idea before writing a single line of code. The same structure our AI uses to research and stress-test ideas.

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1

Problem Statement

Describe the specific problem in 2-3 sentences. Who has it? How painful is it?

The problem:

Who experiences it: (Name specific people, roles, or communities — not "everyone")

How they currently solve it: (Manual process, spreadsheets, competitor product, duct-tape workaround)

Frequency: (Daily / weekly / monthly / one-time)

Pain severity: (Mild inconvenience / costly workaround / hair-on-fire emergency)

Evidence this problem exists: (Forum posts, Reddit threads, customer interviews, personal experience — link sources)

2

Target Customer

Describe 2-3 specific personas. These should be real people you could name, not abstract demographics.

Persona 1: [Name] — [Role]

  • Job title:
  • Company size / context:
  • Daily frustration: (What they deal with every day related to this problem)
  • Current workaround: (The specific tool or process they use today)
  • What they've tried: (Other solutions they've evaluated and rejected)
  • Budget for tools: ($0 / $10-50/mo / $50-200/mo / $200+/mo)
  • Where they hang out online: (Subreddit, Slack community, Twitter/X, newsletter)
  • How they'd find your product: (Search term, community recommendation, social post)

Persona 2: [Name] — [Role]

  • Job title:
  • Company size / context:
  • Daily frustration:
  • Current workaround:
  • What they've tried:
  • Budget for tools:
  • Where they hang out online:
  • How they'd find your product:

Persona 3: [Name] — [Role] (optional)

  • Job title:
  • Company size / context:
  • Daily frustration:
  • Current workaround:
  • What they've tried:
  • Budget for tools:
  • Where they hang out online:
  • How they'd find your product:
3

Market Landscape

List 3-5 competitors or alternatives. If you can't find any, either the market doesn't exist or you haven't looked hard enough.

CompetitorURLPricingWhat they do wellWhat they do poorlyTheir target customer
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5.

Market size signals:

  • Estimated number of potential users:
  • Are competitors growing or stagnating? (Check their blog, changelog, social)
  • Is this market expanding? (New regulations, tech shifts, behavior changes)
  • Is there venture funding in this space? (Crunchbase, recent raises)
4

Differentiation

Why would someone switch from a competitor to you? Be specific. "Better UX" is not an answer.

Primary differentiation: (One sentence: what makes you fundamentally different)

Switching trigger: (What event or frustration would cause someone to leave their current tool and try yours?)

Defensibility: (Why can't a competitor copy this in a week?)

Differentiation checklist — check all that honestly apply:

  • Solves a use case competitors explicitly ignore
  • 10x faster at the core workflow
  • Significantly cheaper (not 10% — at least 50%)
  • Built for a specific audience competitors treat as secondary
  • Uses new technology (AI, etc.) to unlock something previously impossible
  • Better distribution channel (community, marketplace, integration)

If you checked zero boxes, your differentiation isn't strong enough.

5

Key Risks

List the top 3-5 things that could kill this idea. Be brutally honest.

Risk 1: [Name the risk]

  • Likelihood: High / Medium / Low
  • Impact: Would kill the product / Would slow growth / Would require pivot
  • Mitigation: (What could you do to reduce this risk?)

Risk 2: [Name the risk]

  • Likelihood: High / Medium / Low
  • Impact: Would kill the product / Would slow growth / Would require pivot
  • Mitigation:

Risk 3: [Name the risk]

  • Likelihood: High / Medium / Low
  • Impact: Would kill the product / Would slow growth / Would require pivot
  • Mitigation:

Common risks to consider:

  • Market too small to sustain a business
  • Customer can't or won't pay for this
  • Competitors have too much momentum / brand / funding
  • Technical feasibility is unproven
  • Regulatory or legal barriers
  • Requires network effects you can't bootstrap
6

Red Flags Checklist

Be honest. Check any that apply:

  • I can't name a single real person who has this problem
  • There are zero competitors (market may not exist)
  • There are 50+ well-funded competitors (market may be saturated)
  • The target customer has no budget for software
  • I'm building this because it's technically interesting, not because someone needs it
  • My differentiation is "it's AI-powered" with no other advantage
  • I haven't talked to a single potential customer
  • My target customer is "everyone"
  • The problem only exists because of a temporary situation
  • I need to educate the market that the problem exists

If you checked 3+ boxes, seriously reconsider before proceeding.

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