⛏️创客淘金
AI营销SaaSB2B积分预购落地可行性

靠AI营销产品做到3万美金月MRR

Hitting $30k MRR with an AI marketing product

Leadmore AI · AI营销SaaS · 1-2周 · $30k+ MRR

收入规模
$30k+ MRR
团队规模
1-2人独立团队
启动速度
1-2周
复刻难度
★★★☆☆
访谈亮点
  • 1-2周快速交付单功能MVP,拒绝无效功能堆砌
  • 🎯优先打磨留存再优化获客,收入公式拆解清晰可落地
  • 🚀靠Reddit内容营销+私域运营实现零成本冷启动
  • 💡提前布局GEO生成引擎优化赛道,抢占下一波流量红利

独立开发者Richard靠先验证需求再开发的思路,打造AI营销SaaS做到月入3万美金,核心策略是优先打磨留存再做获客,靠内容+私域实现低成本增长。

Leadmore AI

深耕AI赛道

Building in AI

我在互联网行业拥有5年以上经验,曾在头部科技公司担任工程师和产品经理岗位,对创业的热爱让我成为独立创始人,享受打造自己真正关心的产品的自由感。我目前聚焦三款产品:一是面向B端的A收入里程碑I营销产品Leadmore AI,月MRR超3万美金仍在高速增长;二是面向C端的AI娱乐社区产品;三是正在开发的面向GEO(生成引擎优化)方向的AI营销新产品。我选择AI赛道是因为坚信AI会从根本上改变传统互联网和移动互联网的底层假设,创造全新的巨大市场机会。赛道判断

I have over five years of experience in the internet industry, and I’ve worked in both engineering and product roles at leading tech companies. But my love for entrepreneurship brought me to become an independent founder. I enjoy the freedom of building things I genuinely care about. Being able to work on what I truly enjoy in a way that feels both free and fulfilling is incredibly important to me. I'm currently focusing on three products. One is a product called Leadmore AI, a B2B product focused on AI marketing. Leadmore AI is currently doing over $30k MRR, and it’s still growing very quickly. Another is a B2C product centered around an AI-powered entertainment community. And I'm also building another AI marketing product focused on the GEO space. I chose to build in AI because I strongly believe AI will fundamentally change many of the assumptions behind the traditional internet and mobile internet. It’s creating a massive new wave of opportunities and an entirely new market.

?

Who is it for?

  • 有5年以上互联网产研经验的独立开发者
  • 熟悉海外社媒平台规则的从业者
  • 擅长内容运营和用户沟通的创业者

Not for

  • 只会写代码完全不懂运营的纯研发
  • 想靠追热点快速变现的投机者
  • 没有用户沟通经验的新手开发者

快速从想法落地到产品的流程

A process for moving quickly from idea to product

我的落地流程分为几步:1. 从真实用户需求中挖掘想法,优先选择自己比多数人有更深行业洞察的领域;2. 先通过内容和运营验证想法,不要直接写代码,核心原则在社交平台分享Demo甚至只是想法,观察潜在用户的反馈,测试他们的付费意愿;3. 和潜在用户深度沟通,目标覆盖50-100人,哪怕10次深度对话也能大幅提升你对问题的理解,明确产品优先级;4. 开发产品,借助现代AI辅助编码能力,1-2周就能交付极简MVP,核心是保持最小化,一个功能能满足就不要做第二个,快速交付到早期用户手中,MVP周期基于真实反馈快速迭代,AI时代速度比以往更重要。

My process can roughly be broken down into a few steps: First, you start with an idea. That idea usually comes from insights into real user needs, especially from observing conversations and behavior on social media. And ask yourself, "What am I actually good at? In which areas do I have a deeper understanding or stronger industry insight than most people?" That’s usually the space you should focus on. Second, you validate the idea. Instead of jumping straight into building a product, I prefer validating it through operations and content first. That means sharing demos or even just the idea itself on social platforms, seeing if potential users show up, and talking to them directly to check whether their real needs match your assumptions. Ideally, you also find ways to test whether they’re actually willing to pay. Validating demand before writing any code is extremely important. Third, you talk to potential users. I usually aim to reach 50 to 100 people, but even ten deep conversations can dramatically improve your understanding of the problem and help you prioritize product requirements much more clearly. Finally, you build the product. With vibe coding today, you can often ship a very basic MVP in one or two weeks. At this stage, the key is to stay truly minimal. If one feature is enough, don’t build two. Ship fast, get it into the hands of early users, and iterate quickly based on real feedback. In the AI era, this speed matters more than ever.

关键里程碑

阶段1 · 挖掘自身有深度洞察的细分赛道需求

阶段2 · 通过内容运营验证需求,测试付费意愿

阶段3 · 和50-100名潜在用户深度沟通明确优先级

阶段4 · 1-2周交付极简MVP,快速迭代

基于积分的商业模式

A credit-based model

我们采用积分消费模式,用户购买积分后可用于发帖、评论、发现相定价模式关Reddit等操作,未使用的积分可随时退款,对用户非常友好。收入增长的核心杠杆是扩大用户基数和提升留存,收入公式可以简化为:新用户数*转化率*留存率,我们最关注留存,如果留存不好说明产品没有提供足够收入公式价值,只有留存健康之后我们才会重点优化获客效率和转化率。

Our business model is credit-based. Users purchase credits, which are then used for actions like posting, commenting, or discovering relevant subreddits. Any unused credits can be refunded at any time, which makes the model very user-friendly. In terms of revenue growth, the main levers are expanding our user base and improving retention. You can think about revenue with a simple formula: new users multiplied by the conversion rate multiplied by the retention rate. Among these, we care most about retention. If retention isn’t strong, it usually means the product isn’t delivering enough value. Only once retention is healthy do we focus heavily on acquisition efficiency and conversion rates.

💰

收入逻辑

可退款积分模式大幅降低用户付费决策门槛,优先打磨留存再做获客,避免陷入拉新越多流失越多的恶性循环。

Serverless架构

Serverless architecture

我们整个系统完全部署在Serverless架构上,技术栈包括:全栈框架Next.js、高性能API服务Go+Gin、核心业务数据库MongoDB、分析工作负载数据库ClickHouse、后台和任务处理用函数计算服务。技术栈

Our entire system is deployed on a serverless architecture. We use: Next.js as a full-stack framework for the frontend, Go with Gin to power high-performance APIs, MongoDB for core business data, ClickHouse for analytics workloads, Function Compute for background and task processing.

⚙️

技术选型

全Serverless架构几乎不需要运维成本,小团队可以把全部精力投入到产品功能迭代和用户运营上。

对抗扩张的本能

Fight the instinct to expand

产品发展过程中你会注意到很多竞争对手,他们甚至会主动联系你,很多竞品上线了大量功能,这时候你会忍不住想跟进。但当团队很小,早期往往只有1-2人的时候,几乎不可能把大量功能都做好,也没法高效迭代。人性本能驱使你想做更多,但产品建设恰恰需要做减法而不是加法,你必须对抗这种扩张的本能。产品原则如果重来一次,我会把首个MVP的3个功能精简到只剩1个,这样2周内就能上线,整体进度会比我之前的经历快很多。

As you’re building, you'll start to notice more competitors. They might even begin reaching out to you. Many of them ship a wide range of features, and that’s when you start questioning whether you should do the same. But when your team is small — often just one or two people early on — it’s almost impossible to execute many features well or iterate effectively. Human nature pushes you to want more, but this is exactly when product building requires subtraction, not addition. You have to fight that instinct. If I could do it all over again, I would reduce my first MVP from three features down to just one. That alone would likely have allowed me to ship within two weeks, and the overall pace of progress would have been much faster than what I experienced.

📦

产品策略

小团队资源有限,做减法比做加法更重要,单核心功能MVP能大幅缩短上线周期,快速拿到真实用户反馈。

靠内容营销和关系建设增长

Growth via content marketing and relationship building

我们绝大多数用户来自运营和内容驱动的增长,简单来说就是在Reddit等社交平台分享行业内容、实用知识,讲解我们产品的价值,当用户表现出兴趣后直接跟进沟通,如果用户深度参与就邀请他们进入私域社区维护长期关系,这是我们核心的核心获客渠道获客方式。用户开始使用产品后,我们也会持续和他们沟通,了解他们的需求、痛点和产品不足,这种长期用户互动和关系建设同样重要,不仅能帮我们优化产品,长期来看还会自然带来口碑增长。

Most of our user acquisition comes from operations and content-driven growth. In simple terms, we create and share content across social platforms like Reddit, where we talk about our industry, share practical knowledge, and explain the value behind what we’re building. When someone shows interest, we follow up with direct conversations. If they’re genuinely engaged, we invite them into our private community to continue the relationship. That’s our main approach to user acquisition. The second part is what happens after users start using the product. We stay in close, ongoing communication with them to understand their needs, pain points, and where the product still falls short. This kind of long-term user engagement and relationship building are just as important. It not only helps us refine the product, but also naturally leads to word-of-mouth growth over time.

📈

增长组合

不铺多个渠道,单点击穿目标用户聚集的社区,靠长期内容沉淀和用户关系实现复利式增长。

给所有独立开发者的三个建议

Three things every indie dev needs to know

第一,在开发任何东西之前,花大量时间做用户调研,直接和用户沟通,可能花1个月、2个月甚至3个月,直到你真正理解需求再开始开发,很多独立开发者默认先写代码,我认为这种思路从根本上就是错的。第二,现在的独立开发者必须强化自己的运营和增长能力,如果运营不是你的强项,就找一个擅长该领域的联合创始人,当下环境下运营能力很多时候比纯开发技能更重要,独立创始人的综合能力门槛高了很多。第三,独立开发者不要盲目追热点,这种做法大概率会失败,真正重要的是清晰认知自己的行业优势,围绕优势持续迭代,在一个方向持续聚焦积累,你才更有可能拿到有意义的结果。核心建议

My advice mainly comes down to three points. First, before building anything, spend a significant amount of time on user research and talking directly to users. This could be one month, two months, or even three months. Until you truly understand the demand, don’t start building. Many indie developers default to building first, but I think that mindset is fundamentally flawed. Second, indie developers today must strengthen their operations and growth skills. If operations aren’t your strength, find a cofounder who is strong in that area. In today’s environment, operational ability can, in many cases, be more important than pure development skills, and the overall bar for indie founders is much higher. Third, indie developers should avoid blindly chasing trends. That approach is very likely to fail. What really matters is clearly understanding your own industry strengths and continuing to iterate around them. With sustained focus and accumulation in one direction, you’re much more likely to achieve meaningful results.

🧠

创始人认知

AI时代开发门槛大幅降低,运营和增长能力的权重已经超过纯编码能力,聚焦自身优势赛道远好于盲目追热点。

未来规划

What's next?

我的短期目标分为三个部分:第一,持续扩大Leadmore AI的收入规模,同时不断优化产品体验,这是我最务实的优先事项;第二,未来两周内我计划上线一款聚焦GEO方向的新产品,目标打造差异化产品,成为该赛道的头部产品;第三,未来一年我会探索C端AI娱乐领域的更多创新可能性,这个方向不确定性更高,但创意创新的潜力也更大。你可以在X上关注我,我新赛道布局的账号内容大多是中文,目前更新还不频繁,也可以发邮件到指定邮箱和我交流、谈合作或者推广机会,有Reddit营销需求的用户可以访问leadmore.ai体验产品,我的新产品modelfox.ai目前还是粗糙Demo,两周内会正式上线,感兴趣的用户可以申请早期访问权限。

My short-term goals fall into three areas. First, I want to keep scaling Leadmore AI’s revenue while continuously improving the product experience. This is a very pragmatic and immediate priority for me. Second, within the next two weeks, I plan to launch a new product focused on GEO. Our goal is to build something truly differentiated and aim to become the leading product in that space. Third, over the next year, I want to explore more innovative possibilities in consumer-facing AI and entertainment. This area comes with more uncertainty, but it also has much higher potential for creative innovation. You can follow along on X. It’s mostly in Chinese and not very actively maintained yet. You can also reach out at [email protected] for conversations, collaboration, or promotion opportunities. Anyone with Reddit marketing needs is welcome to explore leadmore.ai. And here's my new product, modelfox.ai. It's currently a very rough demo. It will be officially launched within two weeks, so interested users can apply for early access.

🔮

未来规划

短期 · 持续提升Leadmore AI收入规模和产品体验

2周内 · 上线GEO方向新产品modelfox.ai

1年内 · 探索C端AI娱乐领域创新机会

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 92 条 · 展示 10 条 · 创作者回复 7

10
网友 Joel
👍 3
高价值追问

This is solid advice, especially the first point. I think most indie devs intellectually agree with “talk to users first,” but emotionally default to building because it feels like progress. I’m curious how you personally validated “real demand” before committing — was it willingness to pay, repeated pain signals, or something else?

这些建议非常实在,尤其是第一条。我发现绝大多数独立开发者理智上都认同“先和用户沟通”,但情绪上还是忍不住先写代码,因为写代码能带来明确的进度感。很好奇你在正式投入开发前是怎么验证“真实需求”的?是直接测试付费意愿,还是收集到大量重复的痛点反馈,或者有其他判断标准?

笔记:点出了绝大多数独立开发者的共性情绪卡点,需求验证的实操方法是最值得参考的落地细节

R
Richard_ai · 创作者
回复 网友 Joel
创作者回复

Thanks a lot, and welcome to connect me on LinkedIn: https://www.linkedin.com/in/richard666/

非常感谢,欢迎大家在LinkedIn上和我交流链接

笔记:创始人开放了个人社交渠道,方便潜在用户和同行深度对接

网友 Eddie
👍 2
点出本质

Interesting that he's doing Reddit marketing automation and grew through... Reddit content marketing. That's not accidental. Your distribution channel being your product's use case is a cheat code for credibility.

特别有意思的是,他做的是Reddit营销自动化工具,自己的核心增长渠道恰恰就是Reddit内容营销,这绝对不是巧合。你的核心获客渠道本身就是你产品的使用场景,这是提升用户信任的作弊级优势。

笔记:提炼出了产品和渠道高度匹配的核心增长密码,非常值得所有SaaS创业者参考

网友 Arthur
👍 1
共鸣反馈

Retention before acquisition is the most underrated insight in this whole post. We're early at ArcanAI and already feeling the pull to add features instead of fixing why people don't come back.

“优先做留存再做获客”是整篇文章里最被低估的洞见。我们的产品ArcanAI还在早期阶段,现在已经忍不住想加新功能,而不是先搞清楚用户为什么用完一次就不再回来。

笔记:真实反映了早期SaaS团队普遍存在的“重功能轻留存”的通病,印证了创始人策略的正确性

网友 RovaAI团队
👍 1
趋势判断

Generative Engine Optimization — getting your content surfaced in ChatGPT, Perplexity, and Google's AI Overviews instead of (or in addition to) traditional search — is where the next SEO-scale opportunity is. GEO is at the 2005-SEO stage right now. Being early with a working product while the market is still forming is a durable advantage.

生成引擎优化GEO,也就是让你的内容在ChatGPT、Perplexity、谷歌AI概览里被展示,而不只是在传统搜索引擎里曝光,这是下一个和当年SEO同量级的巨大机会。现在GEO赛道就处在2005年SEO的早期阶段,在市场还没完全形成的时候就拿出可用产品,能建立非常长期的竞争优势。

笔记:精准判断了GEO赛道的发展阶段,给后续进入该领域的创业者提供了明确的时间窗口参考

网友 Daria
👍 1
GTM经验

One of the biggest GTM lessons I've learned across multiple dev-focused companies: the more specific your positioning, the faster you grow. Finding the ONE channel where your ideal customer already hangs out and going deep there compounds way faster than spreading across ten channels at 10% effort each.

我在多家面向开发者的公司做GTM总结出的最核心经验:定位越精准,增长速度越快。找到你目标用户聚集的唯一渠道,单点深耕,效果远好于把10%的精力分散铺在10个不同渠道上。

笔记:从实战角度验证了创始人“单点击穿单一渠道”增长策略的普适性

网友 Vinoth
👍 1
好奇追问

How long did it take you to get your first paying user?

你花了多长时间拿到第一个付费用户?

笔记:所有独立开发者最关心的冷启动核心问题之一

网友 Richard_ai
👍 1
创始人回复

The first day of Leadmore AI launch

Leadmore AI上线第一天就拿到了第一个付费用户

笔记:侧面印证了创始人前期需求验证的充分程度,产品上线前就已经有大量精准潜在用户在等待

网友 Mason
👍 1
经验总结

What stood out most to me is how much focus he puts on talking to users before building. Validating ideas, testing demand, and keeping the MVP simple feels like advice many founders skip but it clearly works here.

最让我印象深刻的是他把“开发前先和用户沟通”这件事放在了极高优先级。验证想法、测试需求、保持MVP极简,很多创始人都跳过了这些步骤,但这套方法在这里被证明是完全可行的。

笔记:再次强化了“先验证后开发”这个反常识但高回报的核心创业逻辑

网友 Vkrishnafb
👍 1
好奇提问

Leadmore looks like a great product. I signed up to explore. Was that built using AI tools ?

Leadmore看起来是个非常棒的产品,我已经注册体验了。整个产品是用AI辅助工具开发的吗?

笔记:很多独立开发者都关心AI辅助编码能多大程度提升开发效率

网友 Richard_ai
👍 1
创始人回复

Yes, about 80% to 90% of it was built using AI.

是的,整个产品80%-90%的代码都是用AI辅助工具生成的

笔记:直接给出了AI辅助编码的真实产出比例,给小团队快速开发MVP提供了明确参考

Localization Notes

  • 海外Reddit渠道可替换为国内小红书、知乎、B站等创作者聚集的内容社区做冷启动,精准触达B端营销从业者
  • 海外Serverless技术栈可直接替换为阿里云/腾讯云对应Serverless产品,大幅降低运维成本,小团队无需投入服务器运维精力
  • 积分预购+随时退款的定价模式可直接复用,大幅降低新用户付费决策门槛,提升产品初始转化率
  • GEO生成引擎优化赛道在国内尚处早期,面向文心一言、Kimi、通义千问等AI大模型的内容适配工具存在巨大蓝海机会
  • 独立开发者可优先聚焦单核心功能MVP,避免一开始就做全功能产品分散资源,2周内快速上线拿到用户反馈
  • 运营增长能力优先级高于纯开发技能,可优先对接擅长内容运营的合伙人互补短板,避免陷入只会写代码不会获客的困境