我在10分钟内创建了6个AI员工（它们不需要睡觉）

我刚刚在一小时内构建了六个能7x24小时工作的AI员工。接下来几分钟，我将向你展示如何窃取它们。现在我打开的这个界面，就是我们未来工作的方式。这是一个名为Cursor的产品，你可以将其视为你的指挥中心。Cursor会与你拥有的其他应用程序对话，并产生新颖的见解。

I just built six AI employees that work twenty four seven in under an hour. And in the next few minutes, I'm going to show you how you can steal them. So what I have open right now is the future of how we're going to work. This is a product known as Cursor, and just look at this as your command center. So Cursor is going to talk to your other apps that you have, and it's going to come up with novel insights.

你的工作效率将大幅提升。我认为这就像玩电子游戏时打开多个屏幕一样。这让我想起很久以前玩在线扑克的日子——你会打开多个实例、多个标签页，现在则是让多个员工为你工作。这些就是智能体(agents)。

You're going be able to work a lot faster. I look at this as no different than playing a video game where you have multiple screens open. And I think about this similar to my online poker days a long time ago. You're have multiple instances, multiple tabs open, and you're gonna have multiple employees working for you. And these are gonna be the agents.

这些将是为你工作的子智能体(sub agents)。首先是Cursor——一个可使用的编程工具；其次是Claude Code——允许你按需创建这些子智能体；最后是MCPs——让像Cursor这样的IDE能与你付费（或免费）使用的各种产品或服务进行通信。设置起来并不复杂。

These are gonna be the sub agents working for you. So you have a cursor, which is a coding tool that you can use. And then you have Claude code, which allows you to create these sub agents on demand. And then you have MCPs, which basically allows these IDEs like cursor to talk to the different products or services that you're paying for, or it could be free ones. And it's not too difficult to set up.

即使你像我一样非技术背景，只要坚持看到最后，我也会逐步演示如何亲自设置。一旦完成设置，你将获得无限的杠杆效应。你会比其他人强大100倍，因为这种优势会随时间持续复利增长。而现在的状态只是最弱的起点，未来只会越来越强。

Even if you're not technical like myself, if you stay till the end, I'm going to walk through how you can actually set it up yourself as well. But once you get this set up, the leverage that you're going to have is infinite. You're going to be a 100 times stronger than the other person because this is just going to continue to compound over time. And this is the weakest that it will ever be. You're only going to get stronger over time.

我们看到的第一个子智能体是内容重构策略师。你可以在左侧看到我已创建的这些子智能体，这个很简单。这是用于该子智能体的提示词：'你是一名精英内容重构策略师，专长于将长内容转化为适合病毒传播的平台优化片段。你的专业领域涵盖内容分析、病毒心理学和平台特定最佳实践。'

So the very first one that we're looking at here, the very first sub agent is this content repurposing strategist. And so you can see, I have these sub agents here on the left side that I've created and this one's simple. So you can see this is the prompt that's used for the sub agent. You're an elite contour repurposing strategist specializing in transforming long form content into viral platform optimized pieces. Your expertise spans content analysis, viral psychology and platform specific best practices.

你可能觉得这种提示词极难制作，但其实并不困难。事实上，在演示完这个例子后我就会展示方法，请稍候。现在看这里的输出，我输入了一个YouTube视频。

Now you might be thinking this prompt is extremely difficult to make. It is not that difficult to make. In fact, I will show you right after I go through this example. So just hang around. So if you look at the output here, I actually outputted a YouTube video here.

我说：'嘿，为这个视频运行内容重构策略师'，并链接了我的一个视频。可以看到它正在工作，正在运行。这里它从我链接的视频中找到了几个病毒传播时刻。

I said, Hey, run the content purposing strategist for this video. I linked one of the videos that I have. And you can see it's working. It's working. And then basically here you can see it found a couple viral moments from the video that I linked.

这是我的一个YouTube视频，这是一个病毒时刻：'不使用Claude Code的营销人员将会被彻底淘汰。让你的营销效果提升100倍'——这接近视频开头我讨论的内容。'Claude Code将赋予你超能力'——我确实相信这一点。

So this is one of my YouTube videos. And so this is one of the viral moments. Marketers who don't use Cloud Code are going to be absolutely cooked. 100x your marketing which is kind of what I talked about near the beginning of this video. Cloud Code is going to give you superpowers which I do believe.

他们将远远领先于其他营销人员。每个片段还给出了不错的病毒性评分。我可以选择是否要进一步深入，从这些片段制作短视频内容。此外还有平台特定内容，比如针对X（推特）的钩子变体在这里。

They're going to be way ahead of other marketers. And it gives a nice little virality score for each one. And you can I can choose if I wanna if I wanna perhaps go deeper and make short form content from from these pieces over here? And then also I have platform specific content. So for X or Twitter, have these hook variations over here.

大多数营销人员认为AI只是ChatGPT。他们即将被彻底淘汰。云端智能体将使你的营销效果提升100倍。这里它生成了一个推文串。如果我不喜欢写作风格，可以链接我的推特说：'嘿，请更像这样写'。

Most marketers think AI is just chat GPD. They're about to get absolutely cooked. Cloud agents will 100x your marketing. So it does a thread over here. Then I can If I don't like the written style, can link to my Twitter and say, Hey, write more like this.

非常简单就能完成。明白吗？你可以根据需要进行编辑，但至少它能完成80%到90%的工作。对于LinkedIn帖子，看看它在这里的表现。它会为LinkedIn写得稍微不同一些。

Very simple to do. Okay? And you can choose to edit it as you seem fit but at least it gets 80 to 90% of the work done. And for a LinkedIn post, look at what it does over here. So it writes it a little differently for LinkedIn.

然后它实际上，我认为它只是在这里将其组合成一个完整的LinkedIn帖子。它理解什么在LinkedIn上有效，或者至少是格式。它试图理解或试图给我一个符合该平台原生风格的输出。这里是短视频字幕。所以POV（观点），2025年你还在手动做营销。

Then it actually, I think it just combines it into a full LinkedIn post over here. It understands what works for LinkedIn or at least the format. It's trying to understand or trying to give me an output that's native to that format. Short form video captions over here. So POV, you're still doing marketing manually in 2025.

所以这里的钩子是，营销将使用云代理，前后对比。这样我现在就有几个不同的片段可以从原始内容中衍生出来，这将让我从长内容中获得更多价值。所以这对我来说是一个高杠杆的事情，因为当我覆盖多个渠道时，内容创作的效果难以预测——谁知道呢？最近我的一个视频有180万次观看。有时某个内容会有几十万次观看。

So the hook over here, marketing is gonna use Cloud Agents, the before and after. And so I now have a couple of different pieces I can now spin off from the original piece and that's going to allow me to get more mileage from my long form content. So this to me is a very high leverage thing I can do because content creation, when I hit a bunch of different channels, who knows? Sometimes I had a video recently, it has 1,800,000 views on it. Or sometimes I'll have something that has a couple 100,000 views.

有时我也会有很多失败的作品，但我们希望有更多射门机会。而这将让我无需花更多时间坐下来思考不同的例子，就能实现这一目标。我可以更多地重复利用内容。所以这非常简单。现在，我告诉过你，我会向你展示如何创建这些子代理中的一个。

Sometimes I'll have a lot of duds, but we want more shots on goal. And this is going to allow me to do so without having to spend more time sitting down and thinking about different examples we can come up with. I can repurpose a lot more. So that's very simple. Now, I did tell you, I'm going to show you how you can make one of these sub agents over here.

所以一旦设置好了，你可以直接进入——如果我在这里运行云代码，输入agents，我可以说我想创建一个新代理，并指定由云代码生成。然后我可以通过麦克风口述我具体想要什么。我可以使用像Super Whisper这样的工具进行口述。然后我只需说，我想要一个专家软件工程师，帮助审查我的代码库，确保一切正常。对吧？

So once you have this set up, you can just go into if I hit run Cloud Code over here and if I type in agents, I can say I want to create a new agent and I can say that I want the agent generated from Cloud Code. And then what I can do is I can dictate what I want exactly into my microphone. I can use a tool like Super Whisper and I can dictate it out. And then I can just say, I want an expert software engineer that will help review my code base to make sure that everything is okay. Right?

假设就是这样。我提交后，你会看到这个代理生成器正在工作。这是一个子代理生成器，显然我不会让它完成，但你需要做的就是这些。之后基本上它会为你生成一个提示。然后我实际上会稍微编辑一下。

Let's say that hypothetically, that's what it is. So I'll submit and then you can see this agent generator is working. This is a sub agent generator and obviously I'm not going to let it finish off but that's all you need to do. And so basically what's going happen afterwards is it's going to spit out a prompt for you. Then I actually edit it a little bit.

所以我在这里添加了这个。记得对于Twitter格式，要按用户的语气写作，www.x.com/ericosu。然后是LinkedIn格式，写作语气类似ericosu。也许我可以把它和LinkedIn联系起来。但你们中年纪足够大的人可以看到，这是在终端内工作的。

So I've added this in here. So remember for the Twitter format, remember to write in the user's tone, www.x.com/ericosu. And then LinkedIn format, write in tone similar to ericosu. Maybe I can tie it in with LinkedIn. But you can see those of you who are old enough, this is working within a terminal.

这就像在DOS系统里工作。这就像在指挥中心工作，对吧？这让你能更快完成更多事情。因为你看我在这里的所有其他子代理。我再次强调，我能把它当作指挥中心来运行，并可以随时创建其他子代理。

This is like working within a DOS. This is like working within a command center, right? And this allows you to get a lot more things done faster. Because you look at all of these other sub agents I have over here. I am, again, I'm able to run this as a command center and I can create other sub agents as I go.

所以想象一下，随着时间的推移，这会产生复合效应。我不仅会有六个这样的代理为我工作，我会有10个、15个或20个。我对我的公司Single Grain未来的期望是，那些对此狂热、痴迷的人会先掌握这个。然后是那些需要转化或只是需要一些指导的人，我们会引导他们。最后是那些锚定的人。

So imagine over time, this is going to compound. I'm not only going to have six of these working for me, I'm going have 10 or 15 or 20. My expectation moving forward for my company, Single Grain, is that people who are zealots, who are fanatics about this stuff, they're going to figure this out first. And then you're to have the people who are converts or just need some guidance and then we'll guide them. And then you're going to have people who are anchors.

这些人可能不会与你的公司长期保持一致。这些是抗拒的人，对吧？所以你可以看到这个代理已经完成了，我可以选择给它访问哪些工具，显示高级选项。我实际上不想给它访问权限，但现在我会点击继续。所以我要切换到这个，然后点击继续。

These are people that probably aren't going to align with your company for long term. These are the people who are resisting, right? So you can see this agent has, it's finished and I can choose which tools I want to give it access to, show advanced options. I actually don't want to give it access, but I'm going to go ahead and hit continue for right now. So I'm going to switch over to this one and let's hit continue.

我可以选择这个的颜色。假设这个代码质量审查员是绿色的，你可以看到它的功能，对吧？描述、系统提示、你的工程师。这个提示实际上远不止这些，对吧？你可以看到它调用的不同工具。

I can select the color for this. Let's say this code quality reviewer is green and you can see this is what it does, right? Description, system prompt, your engineer. This prompt actually goes much further than this, right? You can see the different tools that it's pulling from.

所以我实际上不会保存这个。我要取消这个代理。好吗？所以我们要取消。事实上，我直接关闭它，终止那个。

So I'm actually not going to save this one. I'm actually going to cancel out of this agent. Okay? So we're going to cancel out. And in fact, I'm just going to close it and we're to terminate that one.

好吗？现在这个，我不动它，但你可以看到这些是我拥有的不同MCP。再次说明，MCP是Cursor让你与这些不同工具对话的方式，让你创建这些子代理，因为你需要调用这些已连接的不同工具。好的。这是第一个。

Okay? Now this one, I'm going to leave it alone, but you can see these are the different MCPs that I have. Again, MCPs are the, this is cursor allowing you to talk to these different tools that allows you to make these sub agents because you need to call on these different tools that you have connected. Okay. So that is the very first one.

我想介绍的第二个是，如果你在经营一家企业，作为公司创始人，我现在很多时间都花在招聘上。我会说我的大部分时间要么在招聘，要么在营销，要么在解决更大的问题。对吧？我们希望解决重大、新颖或棘手的问题。所以我做的是打开我们的招聘专员。

And the second one I want to go through is if you're running a business, a lot of my time right now as the founder of the company, I'm spending a lot of time on recruiting. I'll say the bulk of my time is either on recruiting or marketing or solving bigger problems. Right? We want big new or broken issues to solve. And so what I do is I open up our recruiter.

所以我这里有一位人才寻访专家，你可以看到你是一位精英人才寻访专家，在识别高潜力候选人方面有深厚专长。你将搜索...所以我们为Single Grain寻找在至少有100名以上员工的机构工作的人。对吧？我们希望他们达到一定规模。好吗？

And so I have a talent sourcing specialist over here and you can see you're an elite talent sourcing specialist with deep expertise in identifying high potential candidates. And you will search for So we look for people at Single Grain for agencies that have at least 100 plus employees. Right? And we want them to be at a certain scale. Okay?

我们希望他们至少在两个不同职位上有过两次晋升。所以这会去寻找那样的人。好吗？它会浏览他们的LinkedIn，还会撰写个性化的...这个会写...这是一个寻访专家，所以这个实际上会联系他们并给他们写东西。

And we want them to have at least two promotions at two different roles ideally. And so this is going to look for that. Okay? It's going to look through their LinkedIn and it's also going to write personalized This one's going to write a This is a sourcing specialist. So this one's actually going to reach out to them and write stuff to them.

另一个是这位人才寻访调度员。它实际上会寻找符合我们标准的人。好吗？我刚口述出来，稍微调整了一下提示，这就是子代理最终的样子。现在我可以运行它了。所以现在我们打开了人才寻访专家，我刚说，帮我找在100到1000人公司的营销服务或广告服务领域的数字营销销售成交手。

The other one is this talent sourcing scheduler. It's actually gonna look for people that fit our criteria. Okay? I just dictated it out and I tweaked the prompt a little bit and this is just what the sub agent is ultimately And now I'm able to run it. So right now we have a talent sourcing specialist opened up and I just said, look, help me find digital marketing sales closers at marketing services or advertising services at companies with 100 to 1,000 people.

所以我不希望公司太大，控股公司太大，那些对我们来说太大了，有时他们带着很多流程或资源期望，我们无法满足，对吧？他们必须至少有过两次晋升，base在美国。当前或过去的公司需要是数字营销机构，类似于...我列出了一些竞争对手。你可以看到我想从三个开始，因为我想确保方向正确。所以你可以看到前三名数字营销销售成交手。

So I don't want them to be too big, Holding companies that are too big, those are way too big for us and sometimes they come with a lot of processes or resources expectations that we just won't have for them, right? They must have at least two promotions to be based in The United States. Current or past companies need to be a digital marketing agency similar to and I just list out some of my competitors. And you can see I wanted to start with three because I wanna make sure that it's moving in the right direction. And so you can see top three digital marketing sales closers.

它列出了这个人，这个人在圣地亚哥。还列出了他们的电话号码。不知道是否准确，但当我谷歌这个人时，可以看到这个人确实存在。好吗？你也可以要求包含LinkedIn网址，方便点击。

It lists this person over here and this person's in San Diego. It also lists their phone number. Don't know how true that is but when I Google this person, I can see that this person actually exists. Okay? And you can ask it to include the LinkedIn URL as well just for easy clicking.

你可以看到这里节省内存。用户绩效营销机构，专注于PPC、付费媒体、SEO和CRO，目标客户是中端市场和 enterprise客户。好的，很棒。所以它给出了理由。但显然，也给了我他们的邮箱，我不会用公司邮箱联系他们。

And you can see save memory over here. Users performance marketing agency focused on PPC, paid media, SEO and CRO, targeting mid market enterprise clients. Okay, that's great. So it gives me a justification there. But obviously too, give me their email, I don't, I'm not going to email them at their company email.

所以我需要找到他们的个人邮箱。但最终我会把这个和其他功能连接起来，还有其他MCP我可以调用。Clay将会推出一个MCP，让我能直接找到这些人然后给他们发邮件。我将能够从头到尾完整地处理这件事。我再说一次，这个功能只会随着时间的推移变得越来越强大。

So I'm going have to find their personal email. But eventually I'm going be able to hook this in with other, there's other MCPs I can call on. Clay is going to have an MCP that comes out where I can just find these people and then just email these people. I'm going to, I'm going to be able to do this from, from soup to nuts. I would just say that again, this is just going to get stronger over time.

仅仅通过在这里输入提示就能找到这些人已经很疯狂了，而且我还可以继续优化这个提示。既然我已经找到了前三个，而且说实话他们看起来都不错，现在我就想，好吧，那帮我找50个或者200个吧。因为作为创始人，如果按200人来计算，最终只有一定比例的人会回复，只有一定比例的人会参加电话面试，只有一定比例的人我们会发出offer。

The fact that I can find these people just by prompting over here is already crazy and I can continue to optimize this prompt. Now that I found the first three and they all look, to be frank, they all look good, Now I'm just like, okay, well help me find 50 or help me find 200 or so. Because if I do the math on this as a founder on 200, okay, there's only going be a certain amount of people that respond. There's only going be a certain amount of people that get on a call. There's only going to be a certain amount of people that we make an offer to.

我们的标准非常非常高。这就是我们的做法。但如果你作为公司领导者正在看这个视频，招聘是你能做的高杠杆事情之一。随着世界竞争越来越激烈，人才门槛必须提高，而通过这样做你能更好地管理这个门槛。可以说我们的招聘在过去几个月里有了很大改善。

We have very, very high standards. And so this is how we do it. But if you as a leader of your company, you're watching this right now, recruiting is one of the highest leverage things you can do. And as the world gets more competitive, the talent bar has to get higher and you're going to be able to manage that talent bar a lot better by doing this. I can say our recruiting has gotten a lot better in the last few months.

嗯，首要原因是我现在非常深入地参与其中。但第二，有很多这样的流程帮助我更快地完成工作。所以我认为，这绝对是你看完这个视频后能做的最强大的事情之一。好的。明白了。

Well, number one reason is I'm very involved with it right now. But number two, there's a lot of these flows that help me just get things done a lot faster. And so I think by far, it's one of the most powerful things that you can you can do just by watching just by watching this video. Okay. Alright.

接下来我们要看的是SEO收入优化器。好的。这个功能实际上会在这里提出即时行动计划。嘿，你应该更改你这里的标题页面。

So the next one that we're going to cover. So we're going to go into the SEO revenue optimizer. Okay. So this one actually comes up with immediate action plans over here. Hey, you should change your title your title pages over here.

哦，这里显示了如果你对这些网站做这些更改，预计能增加多少收入。通过程序化内容你能增加这么多渠道。时间线需要九十天。置信度75%。所以评分方面，有时它会根据影响力、置信度和难易度来评分。

Oh, here's the estimated revenue, increase you're gonna get if you make these these changes on these websites over here. You're add this much more pipeline by doing programmatic content. Timeline's going to take ninety days. Confidence, 75%. So the score in terms of sometimes it'll score with impact, confidence, ease.

然后它推荐了这些页面。我们有蚕食问题解决方案。基本上它已经扫描了我的Google Analytics和Google Search Console。我相信这里还从Ahrefs拉取了数据。

And then have these it's recommending these pages. We have cannibalization resolution. So basically what it's done over here is it's already scanned my Google Analytics. It scanned my Google Search Console. And I believe this is also pulling from Ahrefs as well.

所以你这里有这个SEO收入优化器。你可以看到它将成为你的精英SEO收入优化专家，深谙搜索控制台分析、转化率优化和程序化SEO策略。好吧？这基本上是我口述出来的。看这里。

So you have this SEO revenue optimizer over here. And you can see it's gonna It's your elite SEO revenue optimization specialist with deep expertise in search console analysis, conversion rate optimization, programmatic SEO strategies. Okay? So I basically dictated this out. So look here.

比如，这是一个智能SEO策略。首先，识别展示次数超过1000但点击率低于2%的页面。这些页面可能已经接近成功并且获得了展示，你只需要写更好的标题和描述，对吧？这样就能获得更高的点击率，意味着更多网站点击，希望能带来更多转化，最终带来更多收入，对吧？

Like, this is a this is a smart SEO strategy over here. First, identify pages with greater than a thousand impressions but less than 2% CTR. So those are the pages that have maybe Those are within striking distance and they're already getting impressions. All you have to do is write a better title, write a better description, right? And you can get higher click through rate, means more clicks for your website, which hopefully means more conversions for you, which hopefully means more revenue for you, right?

关键词蚕食问题。我们存在创建太多不同内容的问题。所以找到有两个以上页面排名在4到20位的关键词，比较转化率和用户新代理指标，评估内容重叠百分比。现在我可以要求它深入分析。你看右边这里。

Keyword cannibalization. So we have this issue where we just create a lot of different content. So find keywords where two plus pages rank in positions four to 20, compare conversion rates in user and new agent metrics, assess over a content overlap percentage. And now I could ask it to go deeper. You look at the right side here.

也许对于它推荐的这些高层次事项，我可以要求它推送更多内容。程序化广告集群问题，多个页面在竞争程序化术语。主要术语因权威稀释排名第一，我们应该进行整合。最疯狂的是，我将这个与我的WordPress MCP连接，这样它实际上可以起草它想要做的这些更改，或者起草新的博客文章或新的程序化页面，然后我的团队可以进行审核。

Maybe on any of these high level things that it's recommending, I can ask it to push more. So programmatic advertising cluster issue, multiple page competing for programmatic terms. Number one for main term by diluted authority, we should consolidate. Here's the crazy thing. I have this hooked in with my WordPress MCP so it can actually draft these changes that it wants to make or it can draft new blog posts or draft new programmatic pages, and then my team can review it.

因此，作为公司领导者，考虑到我确实有市场营销背景，是的，我有SEO背景。我可能只想推动这些事情并起草这些内容，然后告诉我的团队进行审核，这样我们的进展会快很多。而且，我喜欢它至少尝试估算通过做这些更改我们能恢复多少收入或能增加多少收入。好吗？

And so now as a leader of the company, given that my Yes, my background's in marketing. Yes, my background's in SEO. I might just want to push these things and draft these things and just tell my team to review it and we're going to move a lot faster. And then look, I love the fact that it's at least trying to estimate how much revenue we can recover or how much more revenue we can make from making these changes. Okay?

看，哦，这里的SaaS营销机构页面。是的，它实际上为我们带来了不错的转化。好吗？因此，我们可能应该制作更多这样的页面，也许是城市特定的，更具地理针对性。所以，再次强调，我不需要再等待这些了。

And look, oh, the SaaS marketing agency page over here. Yeah, it actually drives good conversions for us. Okay? And so we should probably make more of those, maybe city specific and more geo targeted. And so again, I don't need to wait for these anymore.

这就是这一切的美妙之处。当我说我有这六名AI员工在工作时，我是认真的。他们确实在工作。你将能够让它们每周7天、每天24小时工作，并持续以自动驾驶模式运行。有些事情需要很长时间才能完成，如果你想要一个SEO人员来做这件事，可能需要几周，有时是几天甚至几周。

And this is the beauty of all this. When I say I have these six AI employees working, I do mean it. They are working. You're going be able to have them work 20 fourseven and just constantly run it on autopilot every single week. And there are certain things that take a long time to get done that you have to get the If you want an SEO person to do this, it would take weeks, sometimes days, weeks to get it.

他们必须查看分析数据，梳理Google搜索控制台，理解你在寻找什么。可能还需要开几次会议。需要很多澄清工作。

They have to look through analytics. They have to comb through Google search console. They have to understand what it is that you're looking for. Maybe it's a couple meetings. There's a lot of clarity that needs to happen.

但在这里，你只需告诉它你想要什么，它就会完成任务。如果输出不是你想要的，或者你想深入探讨某个问题，你可以这样做，对吧？它无限耐心，会为你每周7天、每天24小时努力工作，而且从不抱怨。这一点我可以向你保证。

But here you just dictate to it what you want and it's going to get the job done. And it's not the output that you want or if you want to go deeper on something, you can do that, right? Infinitely It's patient with you. It will work hard for you twenty four seven and it will never complain. Tell you that much.

好吗？而且你会做得更好。你的业务会增长得更快。而且，我不在乎你是否是企业的所有者，也不在乎你是否是企业的领导者。

Okay? And you're going to do better. You're you're gonna your your business is going to grow a lot faster. And, I I don't care if you own the business. I don't care if you're leader in the business.

这是你能做的最高杠杆的事情之一，因为一旦你掌握了这个并教会整个组织，想象一下你们所有人的行动速度会有多快。所以，这就是SEO收入优化器。好了，现在我们转到病毒式YouTube子代理。我会说，是的，它可以开始这个了。

This is one of the highest leverage things you can do because once you know this and you teach the entire organization this, imagine how much faster you all are going to move. So that is the SEO revenue optimizer. Okay. Now we're going to go to the viral YouTube sub agent. And I'll just say, yes, it can start on this one.

因此，在我们等待病毒式YouTube子代理的同时，就是这个。所以你是一名专业的YouTube内容策略师。我所做的是查看了几个从营销角度做得不错的YouTube频道。显然，我的播客搭档Neil，Alex Tremozi做得不错，Gary Vaynerchuk和Wes McDowell也做得很好。希望我没有念错名字。

So while we wait for the viral YouTube sub agent, this is this one over here. So you're an expert YouTube content strategist. And so what I've done was I've looked at a a few of a few YouTube channels that do well from a marketing standpoint. So obviously my podcast co host Neil, Alex Tremozi does well, Gary Vaynerchuk and Wes McDowell does well. I hope I'm not butchering that.

我希望你为'Leveling Up with Eric Hsu'频道生成适配的想法。实际上拼写正确了，没关系。我会找到它的。然后它会分析特定竞争对手频道的内容。

And I want you to generate adapted ideas for the leveling up with Eric Hsu channel. It's actually spelled it correctly. It's fine. You know, I'll find it. And so then it analyzes content from specific competitor channels.

我只想查看过去90天左右观看量超过10万的视频。然后我想专注于AI营销和AI商业主题，这是我的切入点，对吧？今天是这个日期，我会让它提示我，因为这东西有时候日期会出错，所以我会回答它。

I only want to look at views with videos with over 100,000 views from the last ninety days or so. And then I want to concentrate on AI marketing and AI business topics for myself. That is my wedge, right? So today's date, so this thing, I do ask it to prompt me because this thing sometimes gets wonky with the dates. So I'll answer it.

通常它不会提示我太多，但你可以看到它会提取视频的直接链接和缩略图的直接链接。对于每个你分析的高表现视频，你要创建一个适配的合适主题。顺便说一下，我可以用这个基于已有缩略图来创建新缩略图，而且它们看起来确实不错。我遇到的另一个问题是，比如说我想快速制作这样的视频，因为我现在正投入其中并且很享受。希望你能感受到我传递的能量。

Usually it's not going to prompt me that much, but you can see it's going to then extract direct link to the video, direct link to the thumbnail. For each high performing video you analyze, you're going to create an adapted suitable topic. And then by the way, I can use this to create thumbnails based on thumbnails I have already and they actually look pretty good. The other issue I have is, let's say I want to spin up videos like this because I'm actually in it right now and I enjoy it. Hopefully you can feel my energy coming from this.

我喜欢教这些东西，但让我烦恼的是剪辑需要花费的时间，制作缩略图需要的时间。这实在太耗时了。我只想尽快发布这些内容。而这个确实让我能更快地完成缩略图。至于剪辑部分，我觉得目前还找不到合适的人选，我认为AI最终会解决这个问题。

I enjoy teaching this stuff and man, what bothers me is the time it takes to edit it, the time it takes to get a thumbnail done. It just takes too long. I just want to get these out. And this is actually allowing me to get the thumbnails out faster. And the editing part, I still don't think we can find someone that that, I think AI will eventually get there.

但目前，我正在做的是努力寻找真正优秀的、非常了解YouTube的剪辑师。这就是我想说的。这是它提取的内容。所以，它现在正在做研究。

But for now, what I'm doing is I'm just trying to find really good editors who really understand YouTube a lot. So that's what I would say. Here's what it pulled. And so. It's doing the research right now.

通常它只会给我例子。通常它不会问我这么多问题。通常它会直接给我一个表格。哦，好吧。它无法访问实时YouTube数据，我可能...这对你现在观看很有好处。

Usually just give me the examples. Usually it doesn't ask me this many questions. Usually it would just give me a table. So, oh, okay. The fact that it doesn't have access to real time YouTube data, I probably am This is good for you to see right now.

通常当工具太多时，你需要关闭一些。为了这个视频，我可能需要关闭像Ahrefs这样的工具（启用了42个工具），HubSpot的工具（启用了21个工具）。但我想向你展示一些东西，对吧？现在的问题是，你需要Appify运行，然后需要基于浏览器的工具运行，它可以从YouTube拉取数据。但它在这里其实做得不错。

So usually what happens is when there's too many tools, you need to turn some off. And for the sake of this video, like I want to probably shut off like the Ahrefs one, forty two tools enabled, HubSpot ones, 21 tools enabled. But I wanted to show you some stuff, right? Now the thing is because you want Appify to run and then you want browser based to run and it can pull from YouTube. But it actually did a good job here.

所以Gary Vee，发布于2025年8月5日，'如果你现在不这样做，AI将治愈你的业务'。这是缩略图，适配后的想法。所以尽管现在运行得不是最好，但它还是给了我一些灵感，对吧？'没人谈论的1亿美元营销框架'，18万观看，6月28日发布。然后它在这里给了我其他一些想法。

So Gary Vee, so published 08/05/2025, AI will cure your business if you don't do this now. Here's a thumbnail, adapted idea. So even though it's still not working the best right now, it's still giving me some ideas, right? So the $100,000,000 marketing framework nobody talks about, 180,000 views published June 28. And then it gives me some other ideas over here.

好吧，还不错，但我只是想提醒你，运行这个时，你需要确保禁用一些SCP，这样就不会超过总工具限制，以免它混淆，知道该从正确的MCP拉取数据，因为现在它有点混乱。所以我要做的是禁用这个，稍后再回来处理。我会说再试一次。

Okay. So not bad, but I would just caution you that when you're running this, you need to make sure that you're disabling some SCPs so you don't go over the total tool limits so it doesn't get confused and it knows the right MCPs to pull from because right now it's little confused. So what I'll do actually is I'll disable this one. I'll come back to it in a second. I'll say try again.

你应该有正确的MCP访问权限。刚才我打开了太多工具。我们看看它会说什么。然后在我们等待的时候...是的，现在我可以访问真实数据了。

You should have the right MCP access. Now I had too many tools open. So we'll see what it says. And then while we wait for that to yeah. Now I can access real data.

看到了吗？很酷。所以它正在运行，Appify。我想它也会运行基于浏览器的工具。我会稍后再回来看这个。

You see it? Cool. So it's running, Appify. Think I think it'll run browser based as well. I'm gonna come back to this one.

现在来看BI报告生成器。这对我来说很重要，因为我过去需要等待数天甚至数周才能从业务角度获得整体运营报告，对吧？你是一个专门为SaaS机构绩效分析服务的商业智能子代理，专长在于将来自多个来源的原始数据转化为实际的业务洞察。你也可以进行转化率优化分析，这一点稍后可能会提到。

Now BI report generator. So this is important for me because I used to have to wait days or weeks to get reports back in terms of how things are going overall from a business standpoint, right? So here you're a specialized business intelligence sub agent for a SaaS agency performance analysis. Your expertise lies in transforming raw data from multiple sources into actual business insights. You can do this for conversion rate optimization too, which might come to in a second.

但你会按系统顺序自动从GA4、HubSpot CRM、Ahrefs和Gong收集指标。HubSpot是我们的CRM系统，我们的销售数据和客户数据大多录入这里；Google Analytics是我们的分析工具；Ahrefs是SEO工具，能显示我们的趋势表现；Gong则是销售情报工具。

But you'll automatically gather metrics from GA4, HubSpot CRM, Ahrefs and Gong in systematic sequence. So HubSpot is our CRM. That's where a lot of our sales data goes into, customer data goes into, Google Analytics is our analytics. Ahrefs is our SEO tool. It'll show where we're trending and how we're doing from their standpoint.

然后你会计算转化率、线索响应速度指标、管道健康指标等。我可能每周或每两三周运行一次这个系统。关键是我再也不需要等待了，不需要去打扰别人、占用他们的工作时间了。

And then Gong is our sales intelligence tool. And you calculate conversion rates, speed to lead metrics, pipeline health indicators. So I might want to run this every week, maybe every two, three weeks or so. But the thing is I don't have to wait for this anymore. I don't have to go bug someone and take time away from their day.

我可以直接完成这一切：数据验证、指标计算、趋势识别、相关性分析等等，对吧？还有执行摘要。如果我从高层次看一下这里的BI报告：HubSpot CRM中有100个活跃交易，Ahrefs显示我们排名涉及21000个关键词，我们的权威度得分是80，相当不错。

I can just get this done. Data validation, metric calculations, trend identification, correlation analysis, all these things, right? Executive summary. So if I take a look at the BI report over here at a high level, okay, so HubSpot CRM, 100 active deals plus Ahrefs ranked for 21,000 keywords. Our Doctor is 80 which is pretty strong.

我们的自然流量比这还多。然后你可以看到这里的30天流量数据：网站访问量58000，转化次数123000+，以及哪些方面表现好、哪些不好。但现在的关键是我可以深入挖掘这些数据，而且实际上有一个47秒生成的报告。如果我点击这个，不知道会发生什么。好吧。

Our organic traffic is more than this. And then yeah, you can see over here, thirty day traffic data, 58,000 on the site, 123,000 plus conversions and where things are going well, where they aren't. But the key thing now is I can actually dig in more on these things And there's actually a forty seven secondtion report. So if I click on this, I wonder what happens. Okay.

现在我们能看到BI报告生成器了。它给出了高层摘要，但你还可以在这里看到具体内容。以单点数据为例，这就是整体情况：管道多元化，包括发现电话和ABM交易，成功率各不相同。

So now we can see the BI reporter, report generator. So this called out the high level summary, but you can see over here. So for single grain and carrot, this is how things are going overall. Pipeline diversification. So mix of discovery calls and ABM deals with varying success rates.

所以这部分标为黄色。识别出付费搜索活动有限。是的，我们公司确实不怎么做付费推广，我们应该多做点。我觉得我们实际上正准备开始。

So that's yellow. Limited paid search activity identified. Yeah, don't really run paid for our company. We should run more. I think we're actually getting ready to.

有些数据可能不太准确，对吧？比如在我看来，123000次转化中，我关心的是那些真正重要的转化。这里其实包含了很多微转化，这也是需要考虑的因素。你可以看到不同渠道的转化情况。

And some stuff is off, right? Like I don't We don't have In my mind, the 123,000 conversions, I care about the conversions that matter. This actually includes a lot of the micro conversions, right? So that's something to consider as well. And you can see how conversions are going for these different channels.

顺便说一下，ChatGPT推荐流量的转化率明显更高，尽管它统计了很多这类微转化。当你看跳出率和花费时间时，平均持续时间与其他渠道相似，但我会说这些流量的访客质量非常高。自然流量也是如此，对吧？

ChatGPT referral, by the way, if you look at the conversion rates is significantly higher, even though it's counting a lot of these micro conversions. And when you look at the bounce rate, when you look at the time spent, average duration is kind of similar to the other ones. But I would say the visitor quality on these is very high. Same for organic as well. Right?

这是值得考虑的一点。我认为这个趋势可能会持续增长。我可能希望不仅查看聊天、视频推荐流量，而是整体AI流量推荐。所以我滚动查看这份月度BI报告的实际建议：高优先级是扩展AI工具套件，即构建更多AI工具来利用流量成功，因为这确实指出我们的AI工具正在带来优质流量。

And something to consider. I mean, this is just probably going to continue to grow. And I'm probably gonna want it to look at not just chat, chat, video referral, but overall AI traffic referral. So I just scroll over to the actual recommendations from this monthly BI report. And high priority expand AI tool suite, so build additional AI tools to capitalize on traffic successes because that actually called out that our AI tools are generating good traffic.

付费搜索启动，实施战略性付费广告活动以补充有机搜索优势。说实话，我们可能应该做某种形式的RLSA（搜索广告再营销列表）。这个可行。然后可能只需要在LinkedIn上重新定位那些访问过Carrot网站、填写了等待列表但未与我们预约通话的人。

Paid search launch, implement strategic paid campaigns to complement organic dominance. We probably should do some type of RLSA if I'm being honest. So remarketing list for search ads. That works. Then probably just retargeting people on LinkedIn for example that hit the Carrot website that filled in a wait list but didn't book a call with us.

我认为这是非常容易实现的目标。转化优化，看看这个聊天渠道372%的转化率应该是推荐渠道。我们知道它的质量很高，所以应该尝试进一步优化，并为排名11-15位的高流量关键词创建内容。然后我可以让它进一步解释。嘿，你在这里指出了这个。

That's something I think is very low hanging fruit. Conversion optimizations, look at this 372% conversion rate on chat should be the referral channel. We know it's very high quality so we should try to optimize for it more and then create content for high volume keywords ranking positions 11 to 15. And then I can ask it to explain it more. Hey, you called this out over here.

你能具体说明这些是什么吗？我会说：在你的建议中，在你的推荐里（该死）。在你的推荐中，你建议做这个。给我10个具体案例来执行。我们看看这个是否有效。

Can you maybe call out what these are? So I'll say, in your recommendations, in your recs damn it. In your recs, you recommended doing this. Give me 10 examples to go after. We'll see if this works.

我试试复制这个内容。看看行不行。好的。好的。我先让它运行，但你能看到效果。

So I'm just gonna try to copy this. Let's see if I can. Okay. Okay. So I'll let that work, but you can see it.

现在我可以继续，和这个所谓的'员工'合作？对吧？中等优先级，30-60天完成，然后是长期战略杠杆：针对竞争性关键词优化视频SERP功能，移动端优化，定位特定域名以触达Doctor 85，探索为工具类别创建专用子域名。其中一些我有保留意见，因为我不喜欢子域名，这样会损失一些有机流量。我更喜欢子目录。

Now I can continue on, and I can I can work with this quote unquote employee? Right? So medium priority, thirty, sixty days, and then long term strategic leverage video SERP features for competitive keywords, mobile optimization, target specific domains to reach Doctor 85, explore dedicated sub domains for tool categories. So some of these have a pushback against because I don't like subdomains because you do lose a little bit of organic traffic. I prefer subfolders.

对于所有项目，与驱动流量的AI平台合作，这其实是个好主意。我们如何与这些聊天GPT和云平台合作来扩大影响力？优化HubSpot工作流以加速交易进展。我同意这点。将全球SEO排名从第6位提升。

For all programs, partnership with AI platforms driving traffic, that's actually a good idea. How do we partner up with these chat, GPDs, and clods to to to get out there more? Optimize HubSpot workflows for faster deal progression. I agree with that. Improve global SEO ranking from position six.

然后对AI工具落地页进行AB测试以提高转化率。对吧？这些都是很好的建议，我可以继续完善这个BI报告工具并持续推进。这些是它建议我关注的一些关键词。我的排名确实不错。

And then AI AB test AI tool landing pages for higher conversions. Right? So these these are all things that are good and I can continue to refine on this BI report tool and go from there. So these are some the tools that or these are just some of the keywords it's telling me to go after. So I do rank pretty well.

它显示的是预估排名。我可能会说：查看Ahrefs告诉我这些关键词的实际排名。查看HRAS告诉我这些关键词当前的准确排名。对吧？然后我需要重新启用HRAS。

It says likely position. So I might say, hey, look at Ahrefs and tell me what the real positions for these are. Look at HRAS and tell me what the real position for these right now are. Right? And then I need to actually turn HRAS back on.

我要重新启用HRAS，关闭其他工具。不，这样就行。HRAS MCP已重新启用。好的。

So I'm gonna turn HRAS back on and I'm gonna turn these other ones off. No. That's fine. HRAS MCP is back on. Okay.

就这样。这就是BI报告生成器。现在如果我转到病毒创意子代理，看看它实际做了什么。好的。这边的这个，病毒模式已识别。好的。

So that's that. And that's the BI report generator. Now if I go to the viral ideation subagent now, so what has actually done is let's see what it's Okay. So this guy over here, viral patterns identified. Okay.

各种相互矛盾的观点，一切都错了。大多数建议无论前后都是垃圾。以下是一些标题公式，关于具体方法如何在特定时间框架内产生特定结果，如果我在那个大数字时期重新开始。这样至少我在这里有了一些可参考的东西。我们来看看Gary Vee的例子，关于如何通过内容、社交媒体和AI建立势头。

Contrary intakes, everything's wrong about. Most advice is garbage before and after. Here's the title formulas if how specific methods, specific result in time frame, if I started over during the big number. So at least I have something to work off of here. And so if we look at Gary Vee, how to build momentum with content, social media and AI.

然后我甚至可以让它分析这边的这个视频。看，我一直在工作，这个视频将近三十分钟。我一直在这个，我们称之为终端，这个指挥中心里工作。我觉得我又只是触及了表面。我不懂技术。

And then what I can do is I can even have it analyze this video over here. Look, I've been working, this video is almost thirty minutes. I've been working within this, let's just call it this terminal, this command center the whole time. And I think I'm just scraping the surface again. I'm not technical.

如果我能做到这个，你也能做到。AI意识每月产生1000万个价格。这其实还不错，对吧？你知道，这边的这个Hermozy，如果我想在2025年达到每月100万美元，我会这样做。我可能不会选这个，因为它更偏向在线赚钱的人群，而这不是我的目标。如何在2025年用AI代理建立100万美元的业务？

And if I can do this, you can do it to the AI consciousness that's generating 10,000,000 prices per month. That's actually not bad, right? You know, this Hermozy one over here, if I wanted to hit 1,000,000 per month in 2025, here's what I do. I probably wouldn't do this one because it's more of a make money online crowd and that's not what I'm going for. How to build a $1,000,000 business with AI agents in 2025?

可能不适合我，但我想考虑的是，我知道他们的主题或标题覆盖了更广的TAM（总可寻址市场）。我需要考虑两点：一是我是否喜欢这个主题，二是它是否适合我的受众？第三，我是否有时可以接受更广的TAM，我是可以的。所以这就是它的运作方式。这边甚至还有转化率优化、AB测试协调器。

Probably not for me, but I want to think about, I do know that their topics or titles hit a wider TAM. I have think about one, do I like the topic and two, does it hit my audience? And three, am I okay sometimes going wider TAM, which I am, total addressable market. So that's how this all works. There's even this conversion rate optimization, AB test orchestrator over here.

所以如果你想提高转化率，假设有100人访问你的网站，1%的人转化。那就是1%的转化率。如果你把它翻倍，你就会获得更多转化。你的销售额就会翻倍。对吧。

So if you want to drive your conversion rates higher, let's say a 100 people visit your website, 1% convert. That's a 1% conversion rate. If you double that, you're going to drive more conversions. You're to double your sales. Right.

而这个工具的作用是：它查看了你的Google分析数据。它查看了Google搜索控制台。它会从这里找出它推荐的高优先级测试。你实际上可以决定是否要部署不同的模型、不同的设计、不同的落地页。

And what this does is. It looked through your Google analytics. It looked through Google search console. It'll figure out what are the high priority tests that it recommends from here. You can actually decide if you want to deploy different models, different designs, different landing pages.

可以在这里内部部署，并且你可以遵循你拥有的不同品牌指南、不同示例。这一切都唾手可得。所以，如果你能弄清楚如何做到这一点，并且坚持到最后，我会告诉你如何开始。非常简单。我在Upwork上雇了一位教练。

Can deploy from within here and you can follow the different brand guidelines that you have, different examples that you have. That is all there for the taking. And so if you're able to figure out how to do this and so you stay till the end, I'm going to tell you how you can get started with this. It's very simple. I hired a coach off of Upwork.

你只需搜索Claude代码导师或Cursor导师，或者只是找个能帮你的人。甚至可以雇一位工程师。付给他们，比如，每小时X美元。可能是25美元一小时，也可能是50美元左右一小时。

If you just search for a Claude code tutor or cursor tutor or just someone to help you with it. Someone even like, you can hire an engineer. Pay them, you know, x amount of dollars per hour. It could be $25 an hour. It could be $50 an hour or so.

他们可以帮助你开始。而你所能做的，至少我做的，就是和他们上Zoom通话，或者使用你选择的任何会议工具，你基本上可以授权他们观看你的屏幕，同时还能远程控制，这样他们就可以直接为你配置东西。这就是需要做的。所以开始使用这个需要一点设置，确实花了我一些时间。一开始很令人沮丧。

They can help you get started with this. And what you can do, what I do at least, is I get on a Zoom call with them or you can use whatever meeting tool of your choice and you can basically give them access to watch your screen but also remote control so they can just configure things for you. And that's what it's gonna take. So there's a little bit of setup to get going with this, and it it did take me a little bit of time. It was frustrating in the beginning.

但如果你认真想更快地成长，如果你认真想抓住那个优势，现在就是时候。你现在就拥有那个优势。我不知道还能说什么。如果你在看这个，如果你什么都不做，你爱的人会失望的。可能也不会。

But if you're serious about growing a lot faster, if you're serious about capturing that advantage, now is the time. You have that advantage right now. And I don't know what else to say. If you're watching this, if you don't do anything about it, your loved ones will be disappointed. Probably not.

不过，总而言之，就是这样了。希望你喜欢这个视频，也期待在下一个视频中与你再次相见，届时我会更深入地探讨这个话题。

But, anyway, that is it. Hope you enjoyed this one, and I hope to see you in the next video where I talk about this even more.