发布数十款应用后终于跑通,实现3.3k美元MRR
Launching countless apps until one gained momentum and hit $3.3k MRR
Leadverse · AI线索生成SaaS · 1个月MVP · 3.3k美元MRR
- ⚡迭代数十个零收入副业项目,最终抓住真实需求跑通产品
- 🎯完全依托Reddit自然内容流量,零付费广告获首批付费用户
- 🚀从免费模式切换为绑卡7天试用,大幅提升用户精准度和转化率
- 💡全栈独立开发,1个月快速上线MVP,平衡LLM成本与输出质量
创始人业余时间迭代数十个零收入项目后,抓住Reddit用户需求打造AI线索工具,靠内容冷启动跑通3.3k MRR,核心难点是LLM成本优化和精准获客

厌倦企业工作
Getting tired of corporate work
我做Salesforce开发者已经有8年朝九晚五的工作经验,在企业环境待了几年后,大部分工作内容都变得重复,只是单纯用时间换钱,完全不是我喜欢的状态。四年前,我为了完成学士学位论文开发了一款移动应用:一款简单的社交媒体应用,可以标记你当前的位置,展示周边的本地活动。这是我第一次开发出有人下载并给出正向反馈的应用,那种感觉棒极了。从那之后,我就一直在空闲时间不停做副业项目。我开发过无数应用,大部分收入都是零,直到我终于做出了一款几乎立刻就获得市场认可的产品:一款社媒线索生成工具。10个月前我在Reddit上看到一篇帖子,有人询问其他开发者正在做什么产品,主动提出要给他们发送Reddit上用户寻求对应解决方案的相关帖子,这篇帖子爆火,数百人留言表示需要线索生成相关的帮助,这给了我灵感。于是我开始开发自己的线索生成工具Leadverse,产品逻辑很简单:你粘贴自己的产品或服务信息,工具就会持续搜索社交媒体上用户主动寻求你所提供服务的帖子,这完全规避了传统冷邮件工具的骚扰属性,你只需要主动联系已经在寻求帮助的潜在客户,而且自动私信功能可以让你完全自动化获取流量。截至目前,我的总营收已经突破2万美元,拥有130多名付费用户,MRR达到3300美元。
I have worked as a Salesforce developer in a 9-5 job for eight years. After a few years in a corporate environment, you learn most things. The work grows repetitive, and you simply trade time for money — nothing I enjoy. Four years ago, for my bachelor's thesis, I built a mobile app: a simple social media app that mapped your current location and showed local events around you. It was the first time I built an app that people downloaded and gave positive feedback about. The feeling was amazing. Since then, I've been non-stop building and working on side projects in my free time. I've built countless apps. Most made $0. Then, I finally built something that clicked almost immediately: a social media lead generation tool. Ten months ago, I saw a post on Reddit. Someone was asking other builders what they were building and offering to send them Reddit posts from people seeking their solutions. The post went viral. Hundreds of people commented, needing help with lead generation. And it gave me an idea. So, I started building my own lead generation tool, Leadverse. The idea is simple: You paste in your product or service, and the tool continuously looks for new social media posts asking for what you provide. This removes the 'spam' approach of cold email tools, because you only reach out to people already asking for your help. And since the DMs are automated too, you can get traffic on autopilot. Fast forward to today, I've crossed $20k in gross revenue, with 130+ paying customers and $3.3k MRR.
Who is it for?
- ✓有SaaS开发经验的独立开发者
- ✓熟悉海外Reddit社区运营的创业者
- ✓有副业时间的在职技术人员
Not for
- ✗无海外社区运营经验的纯国内开发者
- ✗无技术能力无法自主优化LLM成本的创业者
- ✗追求快速变现的短期投机者
挤时间开发
Finding time to build
我完全独立开发,没有外部融资,所有开发工作都安排在晚上和周末进行。我的开发背景让产品搭建过程非常顺畅,MVP只花了大约一个月就完成了,这还是因为我平时要兼顾朝九晚五的工作、自由职业外包项目和家庭——我最近MVP上线刚有了孩子,能挤出来专注做副业的时间非常有限,这是我最大的挑战。产品做完之后,我用之前看到的爆火帖的相同格式在Reddit发帖:询问其他开发者正在做什么产品,主动提出免费给他们送线索,这篇帖子果然爆火,给我带来了大量流量和第一批付费用户。
I'm building it solo, fully bootstrapped. I build it on nights and weekends. My dev background made building it straightforward. The MVP took about a month, but that's just because I'm very busy with my 9-to-5 job, freelance gigs, and family — I recently had a baby. So, finding free time to focus on my side projects is my biggest challenge. After building it, I posted on Reddit in the same format I saw working before — asking other builders to share what they were building and offering to send them leads for free. The post went viral, as I expected, bringing in traffic and my first paying customers.
关键里程碑
4年前 · 首个获得用户正向反馈的社交事件APP上线,开启副业探索
10个月前 · 从Reddit热门帖获得灵感,启动Leadverse开发
1个月前 · MVP上线,Reddit发帖获首批付费用户
当前 · 累计营收超2万美元,MRR达3300美元
技术难点
Technical difficulties
我的技术栈是:React前端、Supabase后端、Stripe支付网关、Resend邮件自动化。到目前为止最大的技术挑战是平衡LLM成本和输出质量,我搭建的整个线索生成引擎完全是AI驱动的,LLM接口调用占了我总成本的90%,所以我一直在持续优化LLM提示词、切换不同模型,在保证输出质量的前提下尽可能降低成本。核心成本占比
Here's my stack: React (frontend), Supabase (backend), Stripe (payment gateway), Resend (email automation). The biggest technical challenge so far has been balancing LLM costs and output quality. The entire lead generation engine I built is fully AI-powered, and the LLM API calls account for 90% of my costs. So, I'm continuously optimizing LLM prompts and changing models to cut costs while maintaining high output quality.
技术栈说明
找到合适的商业模式
Finding the right business model
我最开始用的是免费增值模式,所有人都可以注册使用工具,直到达到线索数量上限,看起来是最稳妥的选择,但实际效果很差。我的主要流量来源是Reddit,这意味着很多用户根本没有长期使用工具的打算,很多人注册只是为了试用一次免费层,Reddit虽然能带来大量流量,但用户质量相对偏低,直接拉高了我的单用户成本,原来的商业模式根本跑不通。我切换成了需要预先绑定信用卡的3天免费试用模式,几乎立刻就看到了效果:开始试用的用户数量变少了,但转化率高了很多,我不用再在非精准用户身上浪费成本,收入反而上涨。之后我又把免费试用时长从3天延长到7天,数据进一步提升,3天时间太短了,用户根本来不及感受到产品价值,直到现在我还在沿用7天免费试用的模式,短期内没有调整的计划。
I started with a freemium model. Everyone could sign up and use the tool until they reached a certain number of leads. It seemed like the safest option, but it wasn't. My main traffic source is Reddit, which means many users have no intention to use the tool long-term, people sign up just to test the free tier once. Reddit is amazing to grow your traffic; however, you must account for slightly lower user quality. Normally, I wouldn't care, but it increases my cost per user, so my model didn't make sense. I switched to a three-day free trial with CC details required upfront and saw improvement almost immediately. Fewer people started the trial, but the conversion rate was much higher. This meant less money wasted on non-serious users and more money from users who intended to use the tool. Then, I increased the free trial from three days to seven days. This further increased the numbers. Three days was too short. People didn't have enough time to see the value. I still use a 7-day free trial today and do not plan to change it anytime soon.
增长策略
用户评论与创作者回复
已过滤 spam、低价值附和与重复内容 · 原始 29 条 · 展示 12 条 · 创作者回复 0 条
This is a brilliant breakdown of finding a go-to-market strategy that actually works. Replicating the exact Reddit post format that inspired the idea to get your first users is incredibly smart.
这套找到有效市场策略的拆解太精彩了,直接复刻当初给你灵感的Reddit帖子格式获取首批用户的做法非常聪明。
笔记:验证了在垂直社区复用已被验证的内容模板,冷启动获客效率远高于从零开始创作内容
The most interesting part of this story isn’t the $20k revenue - it’s the transition from building things because you wanted to build them to building something because you noticed people already had the problem.
这个故事最有意思的部分不是2万美元营收,而是创始人从「为了开发而开发」转向「基于用户已存在的明确需求开发」的转变。
笔记:社区公开的用户抱怨就是零成本的市场调研,比闭门造车做产品成功率高得多
I'm especially curious about the AI side — since LLM costs became 90% of your expenses, what was the biggest optimization that helped you reduce costs while keeping the lead quality?
我特别好奇AI相关的部分,既然LLM成本占了你总支出的90%,你做的最有效的优化是什么,既能降本又不损失线索质量?
笔记:点出了AI SaaS创业者最核心的运营痛点,LLM成本控制直接决定产品能否盈利
Love this. The grind is real. Countless apps making $0 before something finally clicks. That's the part people don't see. They just see the $3.3k MRR and think it happened overnight.
太有共鸣了,背后的努力是真实的,无数个零收入的项目之后才终于有一款跑通,这是大部分人看不到的部分,他们只看到3.3k MRR就以为是一夜成功。
笔记:独立创业的复利效应来自大量试错积累的经验,没有白走的路
Your pricing evolution here hits on something foundational: a measurement system determines which customers you actually see and can learn from.
你的定价迭代过程点出了一个核心本质:你的用户筛选体系决定了你能接触到什么样的客户,能从他们身上学到什么。
笔记:绑卡试用本质上是用付费意愿作为筛选器,帮你过滤掉无效噪音,获得真实用户反馈
I also like the “dogfooding” approach. Using your own lead generation system to find people who are already asking for the problem you solve feels much more natural than blasting cold outreach.
我特别喜欢「吃狗粮」的思路,用自己的线索生成工具找到正在寻求对应解决方案的用户,比盲目群发冷触达自然高效得多。
笔记:产品自营销的获客路径完全闭环,不需要额外投入流量成本,转化率远高于普通冷触达
The most common trap I see is founders treating the 'countless failed apps' phase as a waste of time.
我见过最常见的陷阱就是创始人把「无数失败项目」的阶段当成是浪费时间。
笔记:每一个失败项目积累的开发、运营、市场经验都是后续成功的必要铺垫,完全不是无用功
The custom plan detail is the buried lede: 30 buyers designing their own package is the market telling you there is a higher tier you have not priced yet.
自定义付费档位是被忽略的关键信息:30个用户主动选择自定义方案,说明市场上存在你还没覆盖到的更高价格档位。
笔记:自定义定价可以帮你挖掘高价值客户的付费上限,大幅提升整体ARPU值
I think in the world of indie hacking nowadays distribution is far more important than developing. You can develop a great product but if you dont focus on distribution you will get stuck.
我认为现在独立创业领域,分发能力远重要于开发能力,你可以做出很棒的产品,但如果不重视分发,就会陷入增长停滞。
笔记:很多独立开发者的失败不是产品不好,而是完全没有投入精力做获客分发
Great reminder that consistency and experimentation can eventually pay off. Launching repeatedly and learning from each attempt is a powerful way to find what works.
这个案例很好地提醒了我们,持续迭代和不断实验最终会带来回报,反复上线产品从每一次尝试中学习,是找到正确路径的高效方式。
笔记:小步快跑快速试错,比长时间闭门打磨完美产品的成功率高得多
Really appreciate how transparent this is, especially the pricing section. The point about cheap pricing lowering trust rather than boosting conversion is something a lot of early founders learn the hard way.
非常感谢这么透明的分享,尤其是定价部分,低价反而降低用户信任感而不是提升转化率,是很多早期创始人踩过坑才学到的经验。
笔记:定价不是越低越好,合理的定价是产品质量的信任信号,过低定价反而会吓跑高价值用户
The Reddit distribution loop is also unusually strong because the channel contains the pain, not just attention.
Reddit的分发闭环效果特别好,是因为这个渠道里的用户本身就带着明确的痛点,而不只是泛流量。
笔记:在聚集了精准目标用户的垂直社区获客,转化率远高于泛流量平台
Localization Notes
- 国内可替换适配小红书、抖音、知乎、企微社群等主流平台的线索抓取逻辑,避开海外社媒合规风险
- 支付体系替换为微信/支付宝,云服务选用阿里云/腾讯云降低运维成本
- 冷启动渠道可迁移至掘金、V2EX、知乎等垂直开发者社区,发布真实成长故事引流,复刻Reddit内容玩法
- 国内LLM调用成本远低于海外,可进一步优化线索生成质量,降低单用户运营成本
- 需严格遵守《个人信息保护法》,抓取公开社媒内容时做好数据脱敏,规避合规风险