measuring-product-market-fit by refoundai/lenny-skills
npx skills add https://github.com/refoundai/lenny-skills --skill measuring-product-market-fit帮助用户使用 46 位产品领导者的框架来评估和实现产品市场契合度。
当用户询问产品市场契合度时:
Sean Ellis:“如果你不能再使用这个产品,你会有什么感觉?非常失望、有点失望,还是不失望。如果 40% 的人说‘非常失望’,那你就走对路了。”这是在长期留存数据可用之前,PMF 的一个领先指标。将“非常失望”的群体作为你的核心价值指标。
Uri Levine:“产品市场契合度只有一个指标。那就是留存。如果你创造了价值,他们会回来。如果他们不回来,你就没有创造价值。”寻找那些随时间推移趋于平缓而不是衰减至零的留存曲线。“微笑曲线”——即参与度随时间增加——是最强的信号。
Matt MacInnis:“产品市场契合度是当你看到它时绝对能认出来的东西。因此,如果你不能绝对确定,那你就没有拥有它。”如果有疑问,很可能就没有。寻找市场主动拉取产品的迹象。
Casey Winters:“一旦你建立起规模,保护你所构建的东西就变得越来越重要。如果你不持续改进产品,你可能在一年或五年内失去产品市场契合度。”市场会变化,竞争对手会改进,用户期望会提高。
Christian Idiodi:“真正的圣杯是参考客户——那些足够喜爱你的产品并愿意告诉别人的人。对于 B2B,我希望有 6-8 个参考客户;对于 B2C,我希望有 15-25 个,作为 PMF 的指标。”在从早期用户那里获得目标数量的参考客户之前,不要公开推出。
Karri Saarinen:“我们的思考方式是,‘我们在特定细分市场中是否有契合度?’以及这种契合度有多强。”首先在一个细分市场(例如,早期初创公司)找到 PMF,然后再扩展。在发现自然拉力的地方加倍投入。
Casey Winters:“如果你有一个留存良好的产品,却找不到更多用户,我不认为那是产品市场契合度。”真正的 PMF 既需要一个能留存的产品,也需要一个可扩展的、内置的分发机制。
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Todd Jackson:“基本上有四个级别:萌芽期、发展期、强健期、极致期。”第 1 级(3-5 个客户),第 2 级(5-25 个客户),第 3 级(25-100 个客户),第 4 级(100+ 个客户)。关注顺序:第 1 级关注满意度,第 2 级关注需求,第 3 级关注效率。
Raaz Herzberg:“我们感觉到问题变了——‘你们如何定价?我们什么时候可以开始概念验证?’这才是真正的意图。”真正的拉力表现为客户推动下一步,而不仅仅是说“这很有趣”。
Jeff Weinstein:“在那 20 分钟里,我们的客户并不愤怒。这就是我们没有产品市场契合度的信号。”如果你的产品宕机了却没人注意到或抱怨,那说明你还没有解决一个关键任务问题。
要查看来自 46 位嘉宾的全部 64 条见解,请参阅 references/guest-insights.md
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Help the user assess and achieve product-market fit using frameworks from 46 product leaders.
When the user asks about product-market fit:
Sean Ellis: "How would you feel if you could no longer use this product? Very disappointed, somewhat disappointed, or not disappointed. If 40% say 'very disappointed,' you're on the right track." This is a leading indicator of PMF before long-term retention data is available. Focus on the "very disappointed" segment as your core value indicator.
Uri Levine: "Product market fit has one metric. Retention. If you create value, they will come back. If they're not coming back, you're not creating value." Look for retention curves that flatten over time rather than decaying to zero. The "smile curve" - where engagement increases over time - is the strongest signal.
Matt MacInnis: "Product market fit is something where you absolutely know it when you see it. Therefore if you don't absolutely know it, you don't have it." If there's doubt, you likely don't have it. Look for the market pulling the product out of your hands.
Casey Winters: "Protecting what you've built is increasingly important once you build scale. You might fall out of product market fit in a year or five years if you're not continually making your product better." Markets shift, competitors improve, and user expectations rise.
Christian Idiodi: "The holy grail is really a reference customer - somebody who loves it enough to tell people about it. I want 6-8 references for B2B, 15-25 for B2C as an indication of PMF." Don't launch publicly until you have secured the target number of references from early users.
Karri Saarinen: "The way we think about it is, 'Do we have the fit in specific segments?' and how strong that fit is." Find PMF in one segment first (e.g., early-stage startups) before expanding. Double down where you see natural pull.
Casey Winters: "If you have a product that retains well and you can't find more users for it, I don't think that's product market fit." True PMF requires both a retaining product AND a scalable, built-in distribution mechanism.
Todd Jackson: "There's essentially four levels: nascent, developing, strong, extreme." Level 1 (3-5 customers), Level 2 (5-25 customers), Level 3 (25-100 customers), Level 4 (100+ customers). Sequence focus: satisfaction at Level 1, demand at Level 2, efficiency at Level 3.
Raaz Herzberg: "We felt the questions change - 'How are you pricing this? When can we start a POV?' That's real intent." True pull is characterized by customers driving next steps, not just saying "this is interesting."
Jeff Weinstein: "During those 20 minutes our customers weren't furious. That was the signal we did not have product market fit." If your product goes down and nobody notices or complains, you haven't solved a mission-critical problem.
For all 64 insights from 46 guests, see references/guest-insights.md
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