AI Token Spend Just Matched Payroll at This Company (This Is the Future)

28 Jul 2026 · 15 min · 3 chapters

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In short

Gumroad’s AI token spend reportedly matched human payroll in June 2026 ($43k each), after being far lower in June 2025 ($13k AI tokens vs ~$203k payroll). Guests discuss whether this parity will spread, how fast it will happen, and what could slow adoption (scale, regulation, public backlash). They also debate Elon Musk’s AI future claims (universal income/abundance in ~10 years), arguing timelines may be wrong due to government and social resistance. They add marketing angles: fear-mongering by AI leaders can shape public perception; open-source models and “free market” dynamics may outpace regulation.

Guests

Sahil (Gumroad founder; claims Gumroad is run by an AI agent “Gum claw” and he took a role at the IRS). Co-host Neil (runs NP Digital; SEO tools like Ubersuggest/AnswerThePublic; focuses on organic growth and enterprise sales).

Written by AI. May contain mistakes. Listen to the episode to check what was said.

Chapters

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The Rise of AI Tokens in Payroll

0:45 to 6:15

Discussion on the rise of AI token spending matching payroll and implications for the future.

“is I think we're going to continue to see this go up.”

The Fear of AI and Market Perceptions

6:15 to 8:24

Exploration of public sentiment towards AI and its implications for marketing strategies.

“But also keep in mind, Neil, we've talked about this on this podcast, but the reality is that the majority of Americans are afraid of AI.”

Entrepreneurship and Work-Life Balance

8:24 to 12:21

Neil shares his experiences with work-life balance and the entrepreneurial journey.

“what has been happening in your world in the last couple of days?”
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Transcript

Automatic transcript. May contain errors.

0:00Eric Siu:So Sahil, the founder of Gumroad, apparently he works for the IRS now, but he has an agent that's running Gumroad right now. So June 2026 was the first month that Gumroad spent equal amounts on AI tokens and human payroll. So if you see this over here, AI token spend is in the pink and then in the black, that's human payroll. So you can see in June 2026, the payroll was 43 grand and the AI token spend was 43 grand. So it was equal. But if you go to June 2025, it's$203 ,000 in human payroll. with W2 Plus Contractors, AI token spend was 13 grand for that month. And then before, obviously, the human payroll token was a lot more.

0:36Eric Siu:So this one, I mean, it got a lot of engagement. I think Gary Tan even retweeted saying this is going to be the future. So my take on this right now is I think we're going to continue to see this go up. Maybe it'll reach parity or maybe for a lot of companies it'll be half. But I don't know how fast this is going to be. I think we're going to see this become a lot more common, but it's just a matter of how fast it's going to happen. So what's your reaction to this? Yeah, I'm curious to see what happens at a company of scale, right? I'm not saying he doesn't have a big company. I don't know too much about Gumroad, but if his payroll is, it looks like$43 ,000 in a month from my terrible eyes at this point, I'm guessing his company is not at scale.

1:19Eric Siu:yeah so the highest it got to was about 400 grand in scale which is you know let's call 4.8 million dollars a year right um in in in payroll so you know it's it's dropped quite a bit um from the 200 grand to 43 but also keep in mind in the last year he got this job at the irs right and so um he's he claims that gumroad is being run by this gum claw right now which is like you can just call he's saying it's run by this ai i don't know if that's the case because I actually bookmarked another post from a guy saying, oh, I'm the human that actually runs this. So I don't know what's true and what isn't, but I think this is the start of, we're gonna start to see more and more of this over time.

1:55Eric Siu:Maybe it's not gonna be equal, but it's gonna become much more significant. Yeah, I'm curious to see what ends up happening. Did you ever watch the Elon Musk economist interview? No, so I saw clips of it. Can you talk about what you saw? I didn't see the whole thing. Did you see the whole thing? I did. The majority of the interview is not like the clips. So the clips are taking the hot takes on them asking about race and what he thinks about people who are Muslim, or they're asking him about AI and it's the future, or they're asking about Doge and if anyone ever died because of the cuts he made from USAID.

2:31I'm not trying to get into the politics here, but that wasn't the majority of the interview. The majority of the interview was on AI, where it's going to go. And he made some comments. some of them it's obvious but it really hit me watching the interview like he was talking about how he's responsible for a lot of what's happening in ai and you think about it he was a co-founder of open ai dario worked at open ai that team spun out and created an anthropic right he was the one who poached the guy from google because he believed he believed they had a monopoly on ai at that time so but like it really just hit me that i'm like huh elon is actually responsible for a lot of the stuff that we're seeing in AI, whether it's directly or indirectly.

3:16And his big whole thing was, and I think he's off on this, but his big whole thing was within 10 years, you won't need any money. You won't have to worry. Everyone will be on extremely high universal income, and there'll be an abundance of everything and there'll be deflation. I'm not saying he's not wrong on the concept, but it's not as simple to go, it's like, who's going to pay for it? Even if you go to a world where there is no currency that's needed and government debt somehow miraculously gets paid off or whatever they figured out. I'm not saying you can't have this utopia that he's talking about.

4:03and he did say it's going to be a bumpy road to get there. What I think is really off is, or let me actually reverse it. What I think is really fascinating, his view of the future, and I think he is correct that a lot of it can happen. I think he's really off on his timelines, on when he thinks that things can happen. Because there's a lot of things that stand in his way, such as the government, regulation, people getting in the way from that aspect can really slow him down or the whole industry down. The other thing that can slow things down is people coming out with a pitchfork. The economist talked about 70 plus percent of people are worried about AI.

4:44And I do agree. If you talk about the majority of the people who don't have tons of money in their word for their jobs, forget what the future could look like. They're going to be coming out with pitchforks, right? That is the real reality if there's that much displacement, assuming people don't have a way to buy food or have a home. And, you know, we just as a society can't figure that out. I would say one of the most interesting things for me listening to interview as a marketer is when he was talking about Dario and Mythos, and how he was really afraid of Mythos and felt it was really scary.

5:24And then when he released it, you know, there's issues with releasing it and elon's like yeah you got to choose your words more carefully if you're talking about how you're scared or afraid of something and then you want to release something of course people are going to be afraid as well and you know he's talking about how some of these guys need to choose their words more uh carefully when it comes to ai because it's creating a lot of quote-unquote fear in the market um but it's self-inflicted fear from them and then they get upset or not happy that things don't necessarily get released when they want but they created the fear all right

5:57Eric Siu:So I wanted to take a moment to tell you about my podcast co-host Neil's agency called NP Digital. And they work with a whole host of global companies or a global organization. Also, Neil has SEO tools such as Ubersuggest and Answer to Public. All you have to do is go to npdigital.com to learn more. And we'll see you on the other side. But also keep in mind, Neil, we've talked about this on this podcast, but the reality is that the majority of Americans are afraid of AI. But when you look at the Chinese, the majority of them are, I think it's 87 % are net positive on AI, right? So it is about how we market it internally.

6:31Eric Siu:And to your point, when you have some of the top AI players, like Adario, for example, talking about how it's going to cause so much trouble and this and that, of course, you're going to get people paying attention, right? Oh, this model is, you know, it's very powerful. It's too powerful. It causes a lot of fear mongering. But here's the challenge now. You have a Kimi, the newest version of Kimi, which I think might be Kimi 3, but that version is almost as powerful, they're claiming as powerful as like a Fable 5 or a 5.6. Even if it's not right now, eventually it's the stuff, the open source models are going to become as powerful.

7:03Eric Siu:But then at that point, what do you do? Because you had to open AI, open AI, like their strong frontier model actually hacked Hugging Face like a couple days ago or so, right? As of this recording. And so when you do stuff like that, and by the way, when Hugging Face was trying to defend themselves using the frontier models, the frontier models locked themselves down and saying, we can't defend you, right? And so at a certain point, you have to decide what's more important. And I think Dario, for example, is like, oh, the open source models, they're trying to kind of regulate them away, but you can't do that.

7:34Eric Siu:I think you need to have a free market. You need to have like an open market and then let people choose what they want to choose and let them go from there. But all this regulation stuff right now, I think the genie's out of the bottle and you can't really stop it at this point. If you want to stop it, you have to shut it down completely, and you can't now. Yeah, so my point is on OpenAI and Anthropic and Hugging Faces, you don't want to let governments do the regulating. You want to let the free market play itself out. And I know it's not very black and white, but majority of the time you want to let the free market play itself out.

8:03Eric Siu:And when you do this negative kind of fear-mongering marketing, and you get an entire population, like an entire nation like the United States being fearful of it, and then when you have a foreign adversary like the Chinese they're net positive on an 87 % who's going to end up being ahead in the next couple years or so that's really the question that I'm posing so that being said Neil, let's move to the next thing what has been happening in your world in the last couple of days?

8:33for me, I haven't been traveling as much and I'm not used to it it is a weird feeling to not travel for work. But it's also kind of really nice to just be at home. I haven't had this experience in a very long time to stay weeks at home without having to be on the road. But I have to say, I kind of like it. I like it so much so that I thought about every country that I had to travel to for work. And I was like, should I just buy a business there that I can integrate and make us at scale? so I don't even have to travel anymore. And then I was like, well, knowing me, I would do that and then I would travel more to try to make it even grow faster.

9:20But I'm genuinely thinking so much so do that. For anyone listening, this is our second time trying to record this podcast this week. I have been waking up super early to talk with companies to potentially acquire them in the regions that I travel to very often. And I was like, oh, this is worth a shot. I'm like, I wonder what would happen if I did this. So I just thought it was an interesting experience being at home. And I kind of can see how people like being at home. I do have to say this. I don't actually get as much work done at home versus on the road, but I still like it.

10:06Eric Siu:That's interesting. So by the way, if those of you that have been listening to this podcast for a while, if you look at the ebbs and flows of this podcast, you'll see that there'll be times where I'm traveling a lot. Neil's always been traveling quite a bit, but there was a period of time where he's like, you know, I'm over it. No, we're traveling. Right. And then he stops for a little bit and he starts to back up again. And in this case, oh, it's nice being home. But he's like, maybe I'll buy some companies and stay home. But it's like, no, it's like, it's always, there's the ups and downs of entrepreneurship.

10:31Eric Siu:And there's the ups and downs of, you know, how you make decisions can change from time to time on a dime. And Jeff Bezos was very famous for doing that, right? And his whole thing was, if you're not changing your mind often, then, you know, maybe you're not that smart of a person.

10:47So yeah, and I wouldn't say I'm smart or anything like that, but I probably do change my mind on some of these things too often. Buying companies, if I get a good deal, I never really change my mind on that because that's just financial. Those are the easiest black and white things for me to decide on my control. But yeah, no, that's been my last few weeks. The other thing that I've been spending a lot of time on is organic growth. You know, and when I say organic growth, it's like basic things like, what can we do to grow our tools faster? And when I look at our SaaS division, people are like, oh, there's massive churn.

11:31I was like, okay, then what can we do to go after enterprise, right? So some of it is email sequences, some of it is cold calling, some of it is just figuring out the right scripts and testing new things out. Some of it is lead comes in, a portion of them are qualified. Me just calling every single one up and trying to sell them on an enterprise package and see what happens. But I've been focusing more on fine tuning. And what I found is when you don't travel as much, you can just be more in the weeds on certain things that you can't do when you're traveling as much like cold calling. so I've been spending a lot of time just fine tuning a lot of different aspects of our sales pitches, our marketing it's been fun, interesting but fun

12:16Eric Siu:well guys, that's it for today, sorry for the technical issues that being said, we will catch you all later

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Eric shares Sahil Lavingia's chart: June 2026 was the first month Gumroad spent as much on AI tokens as on human payroll. They debate what that means at scale, then dig into Elon's Economist interview: AI timelines, universal income, fear marketing, and why 87% of Chinese respondents are net positive on AI while most Americans are afraid. Eric closes on open-source models catching the frontier and why regulation can't put the genie back.

Key takeaways
◾AI spend matching payroll is coming for more companies; the only question is speed
◾Fear is a marketing choice: how leaders talk about AI shapes adoption
◾Open-source models catching up changes the whole regulatory debate

Chapters
00:00 Gumroad's AI Payroll Shift
01:59 Elon's AI Future Debate
07:48 Free Markets vs Regulation
08:33 Home Base and New Deals
11:11 Organic Growth and Enterprise Sales

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Welcome to Marketing School, one of the top business podcasts with over 61 million downloads. Each episode delivers actionable marketing tips and strategies from two entrepreneurs who truly practice what they preach. The show is hosted by Eric Siu, founder of Leveling Up and Single Grain, and Neil Patel, co-founder of Neil Patel Digital and recognized by Forbes as a Top 10 Marketer.

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