# AI Agent Micro-Businesses: Frameworks for Cash Flow

**Podcast:** The Startup Ideas Podcast
**Published:** 2026-05-12

## Transcript

One of the most common questions I get is, Greg, stop giving us billion-dollar startup ideas.
Give me something practical, tiny, that I can use with AI to go and build a cash-flowing business that makes me $1,000 a day, $2,000 a day, $3,000 a day.
Well, this episode is for you.
I'm going to give away seven tiny AI agent business ideas that you can start today.
I'm going to give you a framework for how you can come up with these ideas on your own.
I'm going to give you a tool that I've been using lately called GenSpark Claw that basically is a safer version of OpenClaw that normal people can actually use that's in the cloud, easier to set up, more secure for real work, and has skills built in.
And I reached out to the team at GenSpark to see if they'd sponsored this video.
They said yes, so shout out to them for supporting the community.
By the end of this episode, you are going to be an idea machine.
you're going to understand how you can create these tiny AI agent business ideas and how you can implement it today.
So I hope that you don't just take these ideas.
I hope that you don't just take these frameworks.
I hope that you just don't learn about these tools, but you actually end-to-end start creating them so that you can build cash flowing businesses, learn about AI agents and AI tools, and have fun along the way.
Enjoy the episode.
Let's get into it.
I came up with was basically, you know, you have all these domains.
It's called the dead domain idea.
You have all these, you know, .com domains that people owned at one point and they might have forgotten that they owned it or they don't want to own it anymore and they're good domains.
So if you can use AI to basically follow the drops, like integrate with the GoDaddies of the world, you can actually score some of these domains.
You can say this is an 8 on 10, a 4 on 10, a 7 on 10, and then you can flip it.
So I'm going to show you how I built this idea, how easy it was, and what that could actually look like.
So this is what it looks like.
So it's running Sonnet 4.6.
And basically, what you can do is you could integrate it with any different sort of communication channel.
So you can use WhatsApp, you can use Slack, you can use Telegram.
For me, if I'm making an AI employee, I want to use Slack.
I get my work done in Slack.
So for me, I want my assistant to be in Slack.
configured it here.
I pressed configure.
It took me maybe like four minutes to do.
And I configured it.
And I got what I ended up getting is this AI assistant in my Slack.
So super, super simple.
And basically what I did is I took the one-liner for my idea.
I said, I want to create the dead domain flipper.
I want claw to monitor expired domain drops.
Expire domains, GoDaddy auctions, drop catch against a criteria list.
Niche keywords, DR of 20 plus, a clean backlink profile, no adult in gambling history.
For me, yeah, I just don't want that.
Every morning you get a rank list of 10.
domains worth bidding on under $200.
Flip, and then my idea is to flip it to newsletter operators, SEO agencies, or rebuild it as a content site.
So this is what happens.
This is last night.
At 746, AI assistant is like, let's go.
And it says, before I start building, let me make sure I understand the full picture.
And it just writes, it sort of repeats it back to you.
But it asks, it's not dumb, right?
It says, here's a few questions.
Niche keywords, you have a starting list.
Delivery, do you want to be a Slack?
Data sources, it needs a free account.
DR check, do you want to integrate with Ahrefs?
So it goes and actually builds it.
And what's really cool is what you should do is create a new channel.
For me, I think this is the simplest.
I created a new channel and then I...
have my domain flipper idea.
And I actually, you can see here, here's 10 picks under $2,500.
I actually increased the budget.
So in doing, you know, how did I increase the budget?
I literally just went back to the AI system and I was like, make it $2,500.
So like really treat it like your AI employee.
And I got some pretty interesting domains, you know, wavedark.com.
Like, you know, what does it mean?
I don't know, but you can buy it for one cent.
And it looked like, It looks good, right?
Wave dark, wave dark.
You can see how someone might buy that for $2,500.
And not a lot of people know this about me, but I actually had a premium domain marketplace many years ago where I would literally do just this.
Actually, let me explain.
What did I do?
I would have a person scour the internet for domain auctions and stuff like that that would relapse.
They would buy the domain.
We'd buy it for...
$8, we would create a logo for it.
So and then people would buy the domain and the logo.
So for example, WaveDark, we would make the actual logo and we'd sell it for anywhere between $3,000 and $5,000.
And that was the model.
And you can just automate that.
So the margins are really big.
So this, I think, did a really good job.
And now every morning I have this and I can just...
you know, set up an email if I wanted and be like, send me an email of this, of the updates, the dead domains.
Personally, I like it in Slack.
These are some more ideas and we'll get into that and we'll get into them.
But yeah, let's actually, let's get into one more idea.
Then we're going to get into building an idea live.
And then let's get into coming up with your own ideas for that.
So the second idea is...
one of those boring business ideas that I think you're going to like.
So it's a local liquidation idea.
So it's the idea that having monitoring restaurant closures and liquidation auctions in your city, it pulls equipment comps, it basically calculates the arbitrage spread and brokers the deal between the estate and the new restaurant for 15% to 30% fees with zero inventory risk.
Basically, it's this idea that you have...
restaurants closing all the time you have auctions happening all the time how can you buy the the merchandise for these businesses at 10 cents at the dollar um and how can you use ai to automate that so i just took that idea just i literally put like the one liner and it says here's what we're going to do we're going to go into um biz buy sell auctions it bid BidSpotter, Craigslist Miami, Florida Bankruptcy Court, whichever area I live.
It's going to detect vertical extract equipment from text.
It builds the comps database for 40 plus equipment types, plus a live eBay sold lookup, and gives me a deal card.
So it shows the used market value, the established auction price, and the 30% broker fee.
How did I actually go and build this idea?
I had to copy and paste this command.
and put it into my terminal.
Now, you don't need to be technical, really.
You just literally just copy and paste it.
I use Ghosty for my terminal, but you can also use your default terminal.
No affiliation with Ghosty.
I just think it works a little bit better for me.
And then what happens is as soon as you click that, it starts cooking.
This is what happens in your terminal.
You'll see scraping listings.
on Craigslist, on Florida Bankruptcy Court.
Look, 1,600 different listings.
And then it's starting to give you the deals.
And then I ask it to post it to a Slack channel.
So again, I have to go file a new channel.
I create a new channel.
I set up a web hook within Slack.
And if you don't know what that is, again, ask it to help you figure that out.
And look at this.
So look what it came up with.
It scanned 327 listings and it flagged 10 deals.
Kitchen hood grease, smoke hood restaurant.
So it rates it a 50 on 10.
The use value is $1,500.
So there's a 300% spread here.
So if you go to the, let's just go click on the listing, see what we're looking at.
Okay.
So it's this hood here.
It was updated two days ago.
Contact info is this guy named Chris.
And they're selling it for not a lot of money.
They're selling it for not a lot of money relative to the amount that it's worth.
So you can actually go and just bring that listing to someone who would buy it, right?
Or you buy it and you actually...
You buy it, you store it, and you find someone who would sell it.
Now I know someone in the comment section is like, well, why isn't someone buying it on Craigslist?
Well, first of all, sometimes Craigslist isn't the best marketplace for this.
You actually have to do the work to actually sell it.
Calling people.
And also, a lot of times, this is just not optimized.
title isn't optimized.
These are restaurant owners.
And they're busy, right?
They're busy, unfortunately, dealing with a liquidation of some sort.
So they're just putting this quickly, right?
So I think this is a really interesting one.
You can see just here a bunch of different listings where there's a spread of hundreds of percent, hundreds and hundreds of percent.
And you can get this every day and you can get this into your inbox.
So those are two ideas which are tiny, are boring, but could help generate income relatively easy.
Now, let's actually go and pick another idea and build it live and see how we would actually build this out so that you can have a really concrete understanding of how to do this on your own.
So I like this idea.
We're going to monitor job boards daily for hiring signals.
Because that means budget is being spent.
So a head of growth needs an agency.
Three SDRs need outbound tools.
Enriches the company, finds a decision maker, and drafts personalized outreach referencing the exact post.
So we're going to go ahead and take that idea.
I'm literally just copying and pasting it.
And we're going to go to my assistant.
And we're literally going to say, I'm working on this idea.
Go build it.
And we're going to see what happens.
We're going to see how to do it.
We're going to go through the steps.
And I love that.
First of all, it feels like when I talk to it, it feels, it doesn't feel, obviously it's a bot.
So I was going to say it doesn't feel like a bot, but it feels like a human bot, which is kind of crazy.
So it's asking me a few things.
What are you selling?
The outreach needs to be specific.
Are you pitching SaaS tools, consulting?
I'm going to say I'm pitching consulting.
Which job boards to monitor?
I'm going to say you pick the best ones.
Decision maker outreach.
I'm going to just say post to Slack with a draft plus LinkedIn URL so I can copy paste.
So I'm not going to have it actually Reach out to people.
Automate it, although I could.
But just so we can see the quality first.
You want to see the quality first.
Then you can automate it.
And hiring signals, what signals matters most to you?
And then I'll say, what signals matter most to you?
Whatever you think is best.
I'm trying to focus on...
selling marketing services to marketers.
And yeah, so it's pretty broad and we'll see what it comes up with.
And usually it takes around five minutes to build something like this.
And I will say, last night I was messaging with my assistant and it wasn't responding to me.
And I went back to my GenSpark Claw app.
I was like, why is it not reaching out to me?
And I went to it and it was like, it's connected, everything should work.
And it was because it was reconfiguring, rebuilding the app.
So if you ever have trouble, like it's not working or whatever reason, just make sure that it's online.
And sometimes it's just like rebuilding the app if it's learning how to build it better.
which I thought was really interesting.
It was around the domain flipper idea and it was basically like, yeah, we added a few extra marketplaces.
I was like, well, wish you would have told me, but love that you did that.
There's two different tabs that I switched on when I downloaded this, by the way, while that's cooking in the background.
One is prevent sleep.
So it's off by default, but keeps your computer awake so GenSpark Claw stays active.
For me, I do really treat this as my AI employee.
I treat it as you are my product manager, vibe coder person who's going to help me build a business.
Therefore, I really don't want you to go to sleep.
And then Heartbeat.
So what is Heartbeat?
It checks for pending events and runs Heartbeat MD task every 30 minutes.
So this is a way to save tokens.
So it's off by default.
But if you have a business that's starting to generate revenue from this, this is obviously something that you're going to want to turn on because you're going to want it to keep producing, although it's going to take tokens.
So maybe not initially, but eventually something that you might want to do.
All right, let's go back.
So it's still building now.
Like I said, it usually takes about five minutes or so.
What can we do?
Okay, so the other thing that's interesting about Genspar Claw is you can see that there's some popular tasks.
You can organize desktop by content.
You can see, you know, fill job applications for me.
Look at this screenshot of a data table.
Batch and edit photos.
refactor in VS code, data analysis and spreadsheets.
Reminder, this is working on your local computer.
So it sees your local files.
And this just gives you a sense of how you can use something like this.
The other really cool thing is the skills that you can just go ahead and download.
The fact that you can...
Just like turn on audio transcription, creating tasks using specialized AI agents, listing emails from a folder.
So I encourage you to just go and check out different skills, turn on, turn off.
So now it says, now run it live.
So my question to my AI assistant, how do I run it?
What commands?
And how do I set up the Slack channel?
So you're just going to go ahead and ask it how to do these things.
And it's going to tell you how.
All right.
So I just asked it, how do I run it?
What commands and how do I set up the Slack channel?
It said it just hit your Slack.
14 hiring signal, each with a copy.
Paste cold email draft.
Here's what it did.
It scraped 222 jobs from HN.
Hacker News, Who's Hiring, Remotive, Greenhouse.
It scored each against a signal map, surfaced 14 companies against hiring marketing leaders, enriched with decision maker LinkedIn search, and wrote a personalized cold email for each referencing each exact post.
So it's actually added it in my domain flipper channel.
I would want this as a separate channel personally.
But let's just look at this quick.
It's showing QuestDB.
This is their hiring remote.
This is the email that says, hey, saw QuestDB scaling the marketing team, specifically the technical content writer.
The kind of hiring usually happens when there's real momentum.
I work with companies at this exact stage on marketing strategy and execution.
Happy to share a few ideas specific to what I've seen in your space.
Open to a quick call.
Wow, and I actually pulled my...
It actually pulled my company's URL.
So this is pretty good.
I mean, it's not perfect in the sense of, look at that link.
It's like, that's a bug, obviously.
But I could go and be like, to my AI assistant, right?
And just be like, hey, I noticed some of the links in the cold emails are...
Like this.
Can you make it so it isn't?
No one is going to convert if they see emails like that.
And you literally just talk to it.
You literally just talk to it like that and it fixes it.
It's crazy, right?
It says, oh, that's the HTML entities bleeding into the email drafts from the job description.
Easy fix.
Strip all HTML entities before the draft is written.
So we've gone and actually created something that we can start a marketing business from that.
And if we wanted, we could say, hey, Jen, go and code me a landing page that's based on how Greg Eisenberg's landing pages look like.
And it's going to do it.
I can do a whole separate video on that and how to go deeper into these ideas.
But for now, I just want to show you how quick it is to actually do these sorts of things.
By the way, here's how you can create a new Slack channel.
You have to create a new channel, like I said.
You have to go to apislack.com.
You have to add a new webhook and then you paste the URL.
It just tells you what to do.
There you have it.
how to build an idea live, I want to go back to and just sort of give you ideas around how you can come up with ideas of your own.
These are some ideas that I have.
I gave you the dead domain idea.
I gave you the local liquidation idea.
There's a few more ideas I'll give you and then let's go into how to brainstorm some of these ideas.
A few ideas.
Pointing Claw at BizBuySell or Acquire.com.
Basically these marketplaces where people sell businesses and it pulls the financials, it cross-checks reviews and web mentions and it gives you a should I even call memo in six minutes.
So you can either do this if you want to buy a business for a few thousand dollars.
You can also maybe integrate with TrustMRR.com.
They have businesses there selling for a few thousand dollars.
But you don't know if it's a business worth actually buying.
So there's two options.
You actually buy the business yourself or you sell this should I even call .com and you sell this as a service to people who want to buy businesses.
Three.
Or sorry, four.
Oh no, we did three and four.
Five.
scans product hunt launches from two to four years ago.
It finds one where the site is dead, but the SEO traffic is still alive.
And you reach out to the founder who will sell to maybe 25K, 5K, just to stop paying their AWS bill.
And there's a lot of these founders who are just happy to get this off their hands.
Number six, and this one I'm really interested in, monitors app store rankings for apps that were our top 100, 3, 4, 5, 6.
years ago, but have dropped to 500 plus, but still have 100,000 K reviews or 20,000 reviews or 10,000 reviews, it pulls the developer contact and you offer to acquire for, I don't know, 10,000, 50,000 and relaunch with better monetization.
You don't have the money, maybe you go and find an investor to do it.
You don't want to do 100,000 K reviews, you do 500 reviews, five star reviews.
But the point is, you can find You can find these deals and there will be some people happy to sell it and have an acquisition at some point.
And the last idea is telling Claw to monitor your top five competitors overnight for pricing changes, new pages, founder tweets, job postings, change log updates, and you wake up to a one-page brief of what has moved in your market while you slept.
So that either could help you, whatever it is you're building, or you sell that as a service.
So you basically, you know, competitive intelligence and you sell that as a service.
Maybe it's $9.99.
And this is when people say, you know, agents are the new SaaS.
What do they mean by that?
They mean, you know, you're selling an agent with an outcome, you know, moving from a per seat model to an outcome based model and you're using Genspar Claw to do it.
So those are a few ideas that I think anyone could start.
And within just a few...
a few prompts, create an MVP.
I realize, by the way, with all these Excalibur draws, I am this guy right now.
And I'm like, this is how you could go and build a business with AI.
So I'm just acknowledging that I realize that's me with all these crazy diagrams.
So let me know if you don't like the diagrams in the future and just want me to riff.
How can you use a simple framework for finding new businesses?
This is how I think about it.
Look for public data, look for neglected assets, and look for a clear buyer.
So the first thing you're going to want to look for is some sort of messy feed.
Job board, auction sites, closures of some sort, like we saw with the restaurants.
Two is you're going to want to look for some mispriced thing.
It could be a domain, like the domain flippers thing, the apps, like the mobile app thing we were talking about, equipment, a small SaaS.
Then a trigger event of some sort.
A drop, a shutdown, a hiring, a rank decline.
Then you're going to want to look for an obvious buyer, an operator, an agency, a founder, a new owner, ideally someone with money.
And then five, how are you going to make money?
What is the liquidity point?
Is it a flip?
Is it a broker?
Is it a retainer?
It is a relaunch.
These are the type of businesses that with something like a claw is going to, like they're the easiest businesses to create with claws.
So in terms of like...
path to monetization.
And then in terms of like, how do you brainstorm claw ideas?
Well, I have, you know, it's basically three lenses to come up with ideas really fast.
One is looking at places with constant change, places like marketplaces, places like listings, app rankings, filings are really underrated, job postings.
Two is, you know, what to hunt.
things people ignore, like stale traffic, distressed inventory, abandoned software, underpriced attention, because that's where you're going to be able to get deals.
And three is what to ask.
So what are quick screening questions?
Is there urgency?
Is there spread?
Can claw monitor it?
And who pays first?
So the way to think about it, just from a framework perspective, is you have a feed, goes to an asset, goes to a trigger, goes to a buyer.
goes to monetization.
These are the boring, tiny ideas that you can use AI and use Klau to go and build some of these ideas.
So yeah, that's that in a nutshell.
I wanted to just quickly go over what else, like if you're, you know, what else is on GenSpark AI Workspace 4.0?
If you're using GenSpark Claw, there's other things that it comes with.
I know a lot of us use Whisperflow.
It comes in with Whisperflow, basically.
What's cool is GenSpark gives you unlimited use of the AI chat, all the models there, and unlimited use of the AI image model for anyone who pays for it.
It's definitely almost like the Costco.
You know, Costco is always a little bit cheaper than everything else.
That's how I'm thinking about GenSpark.
And for a lot of people, I think that's going to be a big deal.
You have that all in there.
It has AI Video too.
C-Dance 2 is in here.
So what can you use AI Video for?
So the first is, you're going to want to use it to make ads.
So we're all trying to...
get customers to our vibe-coded startups, how do we actually get people to it?
Well, instead of hiring an agency, one way to do it is just use AI video, see Dance 2, for example, and create incredible scroll-stopping meta-ads.
Now, how do you actually create meta-ads at Convert?
This is a numbers game.
You're going to want to create a lot.
And that's why a tool like this comes in handy, because it's...
It's a cost-effective way to get a lot of these videos out and then just take the ones that start to convert and double down on those.
The second way I would use AI video is just crafting almost like cinematic mini documentaries or mini videos that tell the stories of your business.
You're starting to see a lot of that on X where...
Startups will do a two-minute launch video, but it feels like a crafted Hollywood story.
You can do that now with AI video.
We're at that point where if you play with some of these models and on Genspark you have access to pretty much all the main ones, you can go and craft those stories.
One thing I see a lot of people not doing is including those videos on their website.
If you're trying to convert more on your website, you're trying to stand out, having a video that tells the story, that feels cinematic, that's Hollywood style, is something that I would use it for.
So just a couple of use cases, ads and storytelling that are top of my list for using this product.
Overall, I was just impressed with Jens Park Claw.
It's still one of my go-tos for AI image.
It's still one of my go-tos for video.
And it's just cool that I did a video on Codex building a super app.
It's cool that you see GenSpark also moving into this category too, except that it's all tied to multiple models.
And I think this is sort of the future of where AI is going.
Super apps, get everything done in one place for $25 or whatever a month.
And then, yeah, I like that it's integrated with multiple models because then I can get the best out of each of these.
So, yeah, that's where we're at.
Hope this got the creative juices flowing and I'll see you next time.