market-research
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ChineseMarket Research & Competitive Analysis
市场调研与竞品分析
Markets matter more than ideas. This skill helps you evaluate whether your market is worth entering — and how to validate demand before you build.
市场比想法更重要。此技能可帮助你评估目标市场是否值得进入——以及在投入开发前如何验证需求。
Core Principles
核心原则
- A mediocre product in a great market beats a brilliant product in a dead one.
- All market sizing is wrong. The goal is order-of-magnitude clarity, not decimal precision.
- Competitors are evidence that demand exists. Zero competitors is a warning sign, not an advantage.
- The best solo-founder markets have high pain, fragmented incumbents, and willingness to pay — not the biggest TAM.
- Research is only useful if it changes a decision. Every analysis should end with a clear recommendation.
- 在优质市场中，平庸的产品也能击败冷门市场里的绝佳产品。
- 所有市场规模测算都不可能完全精准。目标是获得数量级层面的清晰认知，而非小数点级别的精度。
- 竞品的存在是需求真实的证明。没有竞品并非优势，反而是警告信号。
- 最适合独立创始人的市场具备高痛点、分散的现有玩家以及用户付费意愿——而非最大的TAM。
- 只有能改变决策的调研才有价值。每一项分析都应以明确的建议收尾。
Early Validation: Before You Build Anything
早期验证：在投入任何开发之前
Finding Your First 10 People to Talk To
找到首批10位可沟通的用户
Before doing market sizing, validate that real people have this problem.
Method 1: Cold Outreach (Fastest — 1-2 weeks)
- LinkedIn: Search for your ICP's job title → send connection request with a note
- Twitter/X: Search hashtags related to the problem → DM active posters
- Reddit: Find niche subreddits → comment helpfully → DM engaged users
- Email: Find company websites of target customers → reach out to founders/decision-makers
Cold outreach template:
Subject: Quick question about [problem area]
Hi [Name],
I'm researching how [ICP role] handles [specific problem]. I noticed you [signal that they have this problem — e.g., posted about it, work in relevant role, use a competing tool].
Would you be open to a 15-minute call this week? I'm not selling anything — just trying to understand the problem better before I build a solution.
Happy to share what I learn from the research as a thank you.
[Your name]Method 2: Communities (Higher quality — 2-4 weeks)
- Indie Hackers: Search for threads where your ICP discusses the problem
- Facebook Groups: Search for niche groups (e.g., "Freelance Copywriters", "SaaS Founders")
- Slack communities: Industry-specific channels, FounderPath, etc.
- Discord: More engaged than most channels for technical audiences
Method 3: Landing Page Test (Lowest effort — 2-3 weeks)
- Build a simple landing page describing the problem you solve (use Lovable or Claude Code)
- Drive 100-200 visits via communities, social posts, or $100-200 in ads
- Measure: Signups / Visitors = interest rate
- Below 5% signup rate → positioning is unclear or demand is weak
在进行市场规模测算前，先验证是否真的有人存在这个问题。
方法1：陌生开发信（最快——1-2周）
- LinkedIn：搜索你的ICP职位头衔→发送带备注的好友请求
- Twitter/X：搜索与问题相关的话题标签→给活跃发帖人发私信
- Reddit：找到细分社区→友好评论后给活跃用户发私信
- 邮件：查找目标客户的公司官网→联系创始人/决策者
陌生开发信模板：
Subject: Quick question about [problem area]
Hi [Name],
I'm researching how [ICP role] handles [specific problem]. I noticed you [signal that they have this problem — e.g., posted about it, work in relevant role, use a competing tool].
Would you be open to a 15-minute call this week? I'm not selling anything — just trying to understand the problem better before I build a solution.
Happy to share what I learn from the research as a thank you.
[Your name]方法2：社区调研（质量更高——2-4周）
- Indie Hackers：搜索ICP讨论问题的帖子
- Facebook Groups：查找细分群组（如“自由文案写手”、“SaaS创始人”）
- Slack社区：行业专属频道、FounderPath等
- Discord：对技术受众来说，参与度比大多数渠道更高
方法3：着陆页测试（最低成本——2-3周）
- 搭建一个简单的着陆页，描述你要解决的问题（可使用Lovable或Claude Code）
- 通过社区、社交帖子或100-200美元的广告，为页面引流100-200次访问
- 测算：注册量/访问量 = 兴趣率
- 若注册率低于5%→定位不清晰或需求薄弱
After 5 Conversations, Ask Yourself
完成5次沟通后，自问以下问题
- Did 3+ people independently describe the same pain? → Demand likely real
- Would they pay? Did anyone name a price unprompted? → Market likely exists
- Do they already use 2+ workarounds? → Problem is acute
- Did you learn something that surprised you? → Explore it in conversations 6-10
Decision threshold:
- 3+ people confirm the problem AND 2+ say they'd pay → proceed to market sizing and build
- Mixed signals after 10 conversations → either pivot your hypothesis or try a different ICP segment
- Nobody cares after 10 conversations → this isn't a real problem. Pick a different idea.
- 是否有3位以上用户独立描述了相同的痛点？→需求大概率真实
- 他们愿意付费吗？有没有人主动说出价格？→市场大概率存在
- 他们是否已经在使用2种以上的替代方案？→问题非常迫切
- 你是否学到了令你惊讶的内容？→在第6-10次沟通中深入探索
决策阈值：
- 3位以上用户确认问题，且2位以上表示愿意付费→继续进行市场规模测算并启动开发
- 10次沟通后信号混杂→要么调整假设，要么尝试不同的ICP细分群体
- 10次沟通后无人关注→这不是真实存在的问题，换个想法
Avoiding Analysis Paralysis
避免分析瘫痪
5 conversations reveal 80% of what you need to know. The other 20% you learn by building and shipping. Don't wait for certainty — it never comes.
5次沟通就能揭示你所需了解的80%信息。剩下的20%需要通过开发和上线来学习。不要等待确定性——它永远不会到来。
Market Sizing (Napkin Math That Matters)
市场规模测算（实用的简易估算）
Bottom-Up (The Only Method That Matters for Solo Founders)
自下而上法（对独立创始人来说唯一重要的方法）
1. How many potential buyers exist?
[Industry size] × [% that match your ICP]
Example: 500,000 US marketing agencies × 12% that are 5-20 person = 60,000
2. What will each pay annually?
[Price point] × [12 months]
Example: $49/month × 12 = $588/year
3. Realistic addressable market:
[Buyers] × [Annual price] × [Capture rate]
Example: 60,000 × $588 × 2% = $705,600/year achievable
4. Sanity check: Does that number fund the business you want?
Solo founder needs $200K-$500K ARR to replace income + reinvest.
If max realistic capture is $100K, the market is too small.1. How many potential buyers exist?
[Industry size] × [% that match your ICP]
Example: 500,000 US marketing agencies × 12% that are 5-20 person = 60,000
2. What will each pay annually?
[Price point] × [12 months]
Example: $49/month × 12 = $588/year
3. Realistic addressable market:
[Buyers] × [Annual price] × [Capture rate]
Example: 60,000 × $588 × 2% = $705,600/year achievable
4. Sanity check: Does that number fund the business you want?
Solo founder needs $200K-$500K ARR to replace income + reinvest.
If max realistic capture is $100K, the market is too small.Top-Down (Sanity Check Only)
Top-Down (Sanity Check Only)
TAM = Total market revenue (all possible buyers globally)
SAM = Segment you can serve (geography, vertical, size)
SOM = What you can realistically capture in 3 years
Rule of thumb: SOM is 1-5% of SAM for a new entrant.
If SOM doesn't fund your business, stop here.TAM = Total market revenue (all possible buyers globally)
SAM = Segment you can serve (geography, vertical, size)
SOM = What you can realistically capture in 3 years
Rule of thumb: SOM is 1-5% of SAM for a new entrant.
If SOM doesn't fund your business, stop here.Volume Estimation Sources
规模估算数据来源
- Government data: Census Bureau, BLS (industry counts)
- Industry reports: IBISWorld, Statista (skim free summaries)
- LinkedIn: Search ICP job titles → count results
- Job boards: Volume of relevant roles = proxy for market size
- Competitor traffic: SimilarWeb free tier → estimate active users
- Subreddits/communities: Member counts = demand signal
- 政府数据：人口普查局、劳工统计局（BLS）（行业数量）
- 行业报告：IBISWorld、Statista（查看免费摘要）
- LinkedIn：搜索ICP职位头衔→统计结果数量
- 招聘网站：相关职位的数量=市场规模的参考指标
- 竞品流量：SimilarWeb免费版→估算活跃用户数
- Reddit/社区：成员数量=需求信号
Competitive Analysis
竞品分析
Substitute Mapping
替代方案映射
Every product competes with four types:
- Direct competitors — Same solution, same audience (Basecamp vs. Asana)
- Indirect competitors — Different solution, same problem (spreadsheets vs. project tool)
- DIY / manual process — They do it by hand (Post-its, email threads)
- Do nothing — They tolerate the pain (this is your real enemy)
每个产品都会与四类对手竞争：
- 直接竞品——解决方案相同，受众相同（Basecamp vs. Asana）
- 间接竞品——解决方案不同，解决的问题相同（如电子表格 vs. 项目管理工具）
- DIY/手动流程——用户手动完成（如便利贴、邮件线程）
- 不采取任何行动——用户忍受痛点（这才是你真正的对手）
Competitor Research Template
竞品调研模板
For each direct competitor:
undefined针对每个直接竞品：
undefined[Competitor Name]
[Competitor Name]
What they do: One sentence.
Target audience: Who they sell to.
Pricing: Tiers and price points.
Strengths: 2-3 things they do well.
Weaknesses: 2-3 gaps, complaints, or underserved areas.
Positioning: Homepage headline — how they describe themselves.
Traffic/Scale: Monthly visits (SimilarWeb), review count (G2/Capterra).
What they do: One sentence.
Target audience: Who they sell to.
Pricing: Tiers and price points.
Strengths: 2-3 things they do well.
Weaknesses: 2-3 gaps, complaints, or underserved areas.
Positioning: Homepage headline — how they describe themselves.
Traffic/Scale: Monthly visits (SimilarWeb), review count (G2/Capterra).
Where You Win
Where You Win
What specific thing will you do 10x better?
undefinedWhat specific thing will you do 10x better?
undefinedResearch Sources
调研来源
- Pricing: Visit their pricing page. Screenshot it.
- Positioning: Read their homepage headline and subheadline.
- Weaknesses: G2, Capterra, Product Hunt, Reddit threads, Twitter complaints.
- Traffic: SimilarWeb (free tier).
- Features: Their docs/changelog reveal what they've built and haven't.
- Hiring: Job postings reveal strategic direction.
- 定价: 访问他们的定价页面并截图。
- 定位: 阅读他们的主页标题和副标题。
- 劣势: G2、Capterra、Product Hunt、Reddit帖子、Twitter投诉。
- 流量: SimilarWeb（免费版）。
- 功能: 他们的文档/更新日志会揭示已开发和未开发的功能。
- 招聘: 招聘信息会揭示战略方向。
Competitive Positioning Matrix
竞品定位矩阵
Build a 2×2 matrix with the two dimensions your ICP cares most about:
Example axes:
X: Simple ←————→ Powerful
Y: Cheap ←————→ Premium
Plot competitors on this grid. Find the empty quadrant. That's your positioning opportunity.创建一个2×2矩阵，维度为你的ICP最关心的两个因素：
Example axes:
X: Simple ←————→ Powerful
Y: Cheap ←————→ Premium
Plot competitors on this grid. Find the empty quadrant. That's your positioning opportunity.Solo-Founder Market Fit Assessment
独立创始人市场适配性评估
Score each criterion 1-5. Minimum viable total: 25/40.
| Criterion | Score | Notes |
|---|---|---|
| Pain intensity — Hair-on-fire problem? | /5 | 5 = actively searching for a fix |
| Willingness to pay — Already pay for substitutes? | /5 | 5 = pay $50+/mo for something worse |
| Reachable audience — Can you find and contact them? | /5 | 5 = concentrated in known communities |
| Fragmented competition — No dominant monopoly? | /5 | 5 = many small players, no clear winner |
| Small enough for solo — Can one person serve this? | /5 | 5 = low support burden, self-serve viable |
| Recurring need — Will they use it monthly? | /5 | 5 = daily/weekly active use |
| Your unfair advantage — Domain expertise or distribution? | /5 | 5 = deep insider knowledge |
| Technical feasibility — Build core in 4-8 weeks? | /5 | 5 = well-understood, no R&D needed |
Scoring:
- 35-40: Exceptional fit. Move fast.
- 25-34: Viable. Validate the weak spots.
- Below 25: Reconsider. Weak markets kill good products.
为每个标准打分（1-5分）。最低合格总分：25/40。
| 评估标准 | 得分 | 备注 |
|---|---|---|
| 痛点强度——是否是急需解决的核心问题？ | /5 | 5分=用户正在主动寻找解决方案 |
| 付费意愿——是否已在为替代方案付费？ | /5 | 5分=愿意为更差的产品支付$50+/月 |
| 可触达受众——你能否找到并联系到他们？ | /5 | 5分=集中在已知社区中 |
| 分散的竞争——没有垄断性的主导玩家？ | /5 | 5分=玩家众多，没有明确的赢家 |
| 适合独立运营——一个人能否支撑业务？ | /5 | 5分=支持负担低，可自助服务 |
| 重复需求——用户是否会每月使用？ | /5 | 5分=每日/每周活跃使用 |
| 你的独特优势——领域专业知识或获客渠道？ | /5 | 5分=深厚的行业内部知识 |
| 技术可行性——能否在4-8周内搭建核心功能？ | /5 | 5分=技术成熟，无需研发 |
评分解读：
- 35-40分：适配性极佳，快速推进。
- 25-34分：具备可行性，需验证薄弱环节。
- 低于25分：重新考虑，弱势市场会扼杀优质产品。
Distribution Vector Analysis
获客渠道分析
| Channel | Cost to Test | Time to Signal | Scalable? |
|---|---|---|---|
| Cold outreach | $0 (time only) | 2-4 weeks | Somewhat |
| Communities | $0 (time only) | 1-3 months | Somewhat |
| Paid search | $200-500 | 1-2 weeks | Yes (if CAC works) |
| SEO / Content | $0 (time only) | 3-6 months | Yes |
| Directories | $0-200 | 1-2 months | Yes (passive) |
| Partnerships | $0 (time only) | 2-6 months | Yes |
Rule: Pick the ONE channel you can test in <30 days with <$500. Prove it works before diversifying.
| 渠道 | 测试成本 | 获得信号所需时间 | 是否可规模化 |
|---|---|---|---|
| 陌生开发信 | $0（仅需时间） | 2-4周 | 部分可规模化 |
| 社区调研 | $0（仅需时间） | 1-3个月 | 部分可规模化 |
| 付费搜索 | $200-500 | 1-2周 | 是（若CAC合理） |
| SEO/内容营销 | $0（仅需时间） | 3-6个月 | 是 |
| 目录平台 | $0-200 | 1-2个月 | 是（被动获客） |
| 合作伙伴 | $0（仅需时间） | 2-6个月 | 是 |
原则： 选择一个可在30天内用低于500美元测试的渠道。在证明其有效之前，不要分散精力。
Buyer Leverage Check
买家决策权限检查
Confirm your ICP can actually buy:
- Controls budget? If they need 3 levels of approval, you lose.
- Below "just expense it" threshold? ($50-100/mo for individuals, $500-1K for teams)
- Can adopt without IT? Self-serve SaaS with optional SSO wins.
- Low switching cost? If migration takes weeks, adoption stalls.
- One person gets value alone? Network effects help growth but hurt initial adoption.
All five should be "yes" for a solo-founder SaaS.
确认你的ICP确实具备购买能力：
- 掌控预算？ 若需要三层审批，你会失败。
- 低于“直接报销”阈值？（个人用户为$50-100/月，团队为$500-1000/月）
- 无需IT部门即可采用？ 支持可选SSO的自助式SaaS更具优势。
- 切换成本低？ 若迁移需要数周时间，用户 adoption会停滞。
- 单人使用即可获得价值？ 网络效应有助于增长，但会阻碍初期 adoption。
对于独立创始人的SaaS产品，以上五项都应是“是”。
Output Format
输出格式
- Present findings in a clear document (not a slide deck).
- Include specific numbers with sources cited.
- Score the opportunity using the Solo-Founder Market Fit rubric.
- End with a clear GO / CONDITIONAL / NO-GO recommendation.
- If CONDITIONAL, name exactly what needs to be validated and how.
- 用清晰的文档展示调研结果（不要用幻灯片）。
- 包含具体数字并注明来源。
- 使用独立创始人市场适配性评估表为机会打分。
- 以明确的“推进/有条件推进/不推进”建议收尾。
- 若为“有条件推进”，明确指出需要验证的内容及验证方法。