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Idea Validation

核心功能包含问题定义、需求信号收集、方案适配检查、用户调研、风险假设测试及评分决策6个结构化阶段,每个阶段设淘汰机制避免无效投入。典型场景为独立创业者有初步想法,需判断是否值得投入时间金钱时使用。输入为创业点子,输出为各环节分析结果、加权评分及明确的go/no-go建议,全程耗时2-3周,低成本高效。

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jk-0001
热度 36.76
最近更新 2026-05-11 17:26:00
分类:营销依赖:纯提示词应用场景:市场分析 / 报告撰写 / 研究 / 模板

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add idea-validation
Metadata
name
idea-validation
description
Validate a business idea before investing time or money. Use whenever a solopreneur has a raw idea and needs a structured process to stress-test it against reality — covering problem definition, demand evidence, competitive context, customer discovery, riskiest-assumption testing, and a scored go/no-go decision. Trigger on phrases like "validate my idea", "is this worth building", "should I pursue this", "test my business idea", "does this idea have legs".

Idea Validation

Overview

Kill bad ideas fast, confirm good ones cheaply. Walk through every phase in order. Each phase has a kill-check — if the idea fails, document why and stop before wasting further time.


Phase 1: Problem Definition

Everything starts here. A vague problem = a vague business.

Answer these four questions precisely:

  1. Who — The exact person. Not "small businesses." Something like "freelance graphic designers juggling 3-8 client projects at once."
  2. What — The specific painful moment. "They spend 4+ hours/week manually exporting deliverables and coordinating revision feedback via email chains."
  3. Why it hurts — The real cost: time lost, revenue lost, stress, missed deadlines, damaged relationships. Quantify where possible.
  4. What they do now — Their current workaround. This IS your real competition — not just competitor apps, but the status quo itself.

Kill check: Cannot answer all four concretely → problem is not well-defined. Do more discovery first.


Phase 2: Demand Signal Gathering

Prove real people care. Do not rely on assumptions or polite friends.

Check 3+ of these signal sources:

Signal Where Positive Signal
Search volume Google Trends, Ubersuggest free Stable or growing volume on core problem keywords
Forum pain Reddit, HN, Slack/Discord Threads with 10+ comments describing this exact pain
Existing tool gaps G2, App Store reviews Tools solving adjacent problems with reviews citing the gap you'd fill
Job postings LinkedIn, Indeed Roles that exist only because this problem is expensive to solve manually
Social venting Twitter/X search, LinkedIn People publicly complaining about this unprompted

Kill check: Fewer than 3 positive signals → problem may not be painful enough. Pivot or kill.


Phase 3: Solution Fit Check

Pressure-test whether your proposed solution actually solves the problem well enough to build a business on.

  1. 10x rule: Is your solution 10x better (not 10%) than the current workaround in speed, cost, ease, or quality? Marginally better won't make people switch.
  2. Workflow change audit: Map exactly what the user must change in their current routine. High friction = low adoption.
  3. Solo-build feasibility: Can a working MVP be built by one person in weeks-to-a-few-months? If it needs a 10-person engineering team, that's a different company.
  4. Unfair advantage: Why you specifically? Skills, industry access, data, network, credibility — something competitors can't easily replicate.

Kill check: Fail the 10x rule or have zero unfair advantage → move on.


Phase 4: Customer Discovery (Talk to Humans)

10-15 conversations with real potential customers. Non-negotiable. No amount of desk research replaces this.

Finding people:

  • Post in 2-3 relevant communities asking for 15-min feedback chats.
  • DM matching personas on LinkedIn or Twitter.
  • Offer a small incentive if needed (gift card, free future access).

Conversation flow (15-20 min):

1. CONTEXT (2 min)
   "Tell me about your work. Walk me through a typical week
    around [problem area]."
   → Listen only. Do NOT pitch or explain your idea.

2. PAIN EXPLORATION (5 min)
   "What's the most frustrating part of [workflow]?"
   "How often does that come up?"
   "What have you already tried to fix it?"
   "What's still missing?"
   → Ask "why" and "what happens when" repeatedly. Dig.

3. OUTCOME PROBING (3 min)
   "If a tool could [describe the outcome, not your feature set],
    how would that change things?"
   "What would that be worth — in time, money, stress?"
   → Let them quantify. Never suggest a number first.

4. WILLINGNESS TO PAY (2 min)
   "Would you pay for something like that? What range feels fair?"
   → Discount stated numbers by ~50% when planning.

5. WARM REFERRAL (1 min)
   "Know anyone else who hits this same wall? Mind if I reach out?"

Track across all conversations:

  • % who described the problem without prompting (pain signal)
  • % currently spending real money or time on workarounds (revenue signal)
  • % with clear willingness to pay (demand signal)
  • Features multiple people independently requested (product signal)
  • Assumptions you held that conversations proved wrong (kill features early)

Kill check: Fewer than 60% confirm pain + willingness to pay → rework or kill.


Phase 5: Riskiest Assumption Test (RAT)

One assumption, if wrong, kills everything. Find it. Test it in under 2 weeks and $200.

Common riskiest assumptions and cheap tests:

Assumption Minimum Test Pass Threshold
People will pay Landing page + "pre-order" button. Drive 200 targeted visitors. 3-5% convert to payment/deposit
CAC is affordable Run $100 targeted ad campaign. Measure cost-per-lead. CPL < 20% of planned customer lifetime value
People will change workflow Offer a manual version of the service to 5 people for free. See if they actually use it. 3+ out of 5 use it consistently
I can build it solo Build the single hardest technical feature as a prototype first. Working prototype in ≤ 2 weeks

Process:

  1. State the assumption.
  2. Define what "confirmed" looks like (a concrete, measurable number).
  3. Design the cheapest possible test.
  4. Set a hard deadline (max 2 weeks).
  5. Run it. Record results with zero spin.

Kill check: RAT fails → idea in current form is not viable. Pivot the solution, the customer, or the model — or kill entirely.


Phase 6: Go / No-Go Scorecard

Dimension Score (1-5) Weight
Problem severity & clarity __ 20%
Demand evidence gathered __ 15%
Customer discovery confirmation __ 20%
Solution fit (10x + feasibility) __ 15%
RAT result __ 20%
Your unfair advantage __ 10%

Weighted score = Σ (score × weight)

  • 4.0–5.0 → GO. Move to MVP planning + business model canvas.
  • 3.0–3.9 → CONDITIONAL GO. Resolve the weakest dimension with one more test round first.
  • < 3.0 → NO-GO. Kill or fundamentally pivot. Write down lessons.

Meta-Rules

  • Document everything in one "Idea Validation" doc — it becomes raw material for your business plan.
  • Time-box the whole process: 2-3 weeks max. Validation paralysis is a real trap.
  • Run 2-3 ideas in parallel when possible. Comparing sharpens judgment.