Marketing School - Digital Marketing and Online Marketing Tips

AI Marketing Loops That You Should Build Today

21 min
Jul 22, 20266 days ago
Listen to Episode
Summary

Eric Siu and Neil Patel discuss AI marketing loops — self-improving automated workflows — and how to build them for CRO, SEO, and sponsorship management. They also cover token optimization strategies using model routing via OpenRouter, and share candid lessons on deal-making, M&A persistence, and the value of proactive phone outreach in closing business.

Insights
  • AI marketing loops are self-compounding workflows that observe outcomes and auto-tune over time — building even one fundamentally changes how teams operate at scale.
  • Token cost optimization is becoming a dedicated role: routing 80% of AI queries to open-source models and reserving frontier models for only 5–15% of tasks can dramatically reduce spend.
  • Persistence in M&A and deal-making rarely yields results on the first attempt — most deals close on the second or third engagement when timing and financial reality align for the seller.
  • Calling prospects immediately rather than scheduling future meetings is a high-leverage habit: one round of 18 cold calls surfaced a $30M ad budget opportunity within hours.
  • Chinese open-source LLMs (e.g., GLM) may introduce politically biased outputs in sensitive financial contexts, making them unsuitable for certain enterprise use cases despite their cost and performance advantages.
Trends
Rise of AI agent loops: self-improving automated marketing workflows replacing one-off prompt-based tasksToken cost optimization emerging as a dedicated function within AI-forward marketing and tech teamsModel routing platforms (e.g., OpenRouter) enabling hybrid LLM strategies that balance cost and capabilityOpen-source and non-US LLMs (GLM, Thinking Machines) gaining traction as cost-efficient alternatives to frontier modelsAEO (Answer Engine Optimization) being integrated alongside SEO in content production loopsAI-powered CFO and personal finance agents emerging as a new category of vertical AI toolsMCP (Model Context Protocol) connectors enabling AI agents to interact directly with CMS platforms like WordPressIncreasing scrutiny of Chinese AI models in enterprise settings due to perceived political bias in outputsEarn-out deal structures becoming more common in M&A as buyers and sellers negotiate around AI-driven growth projectionsProactive phone-first outreach re-emerging as a competitive differentiator in a world of over-automated email sequences
Topics
AI marketing loop design and implementationLLM token cost optimization and model routingOpenRouter multi-model routing strategyCRO automation loops using GA4 and GongAEO and SEO content generation loopsSponsorship management automation via AI agentsChinese open-source LLM bias in enterprise contextsM&A deal persistence and follow-up strategyCold calling and proactive outreach for business developmentRecruiting best practices for senior hiresEarn-out structures in agency acquisitionsAI personal CFO tools and wealth management agentsSkillsDojo platform and the Loops Creator skillWP Vibe MCP connector for WordPress CMSTeam retention through regular founder-to-employee phone contact
Companies
OpenRouter
Cited as a model routing platform to balance token costs across frontier and open-source LLMs.
Single Grain
Eric's agency, used as a live test environment for AI CRO loops and mentioned as a case study.
Anthropic
Maker of Claude (Fable 5 / Opus 4.8), benchmarked against GPT models in the episode opener.
OpenAI
GPT-5.6 and ChatGPT 5.5 cited as frontier models used sparingly in a token-optimized routing stack.
SkillsDojo
Eric's newly launched platform offering AI skill certifications, including a Loops Creator credential.
Thinking Machines
Newly released non-Chinese open-source AI model flagged as a cost-efficient alternative in routing stacks.
ClickFlow
Its API is used within Eric's AEO/SEO content loop to draft content programmatically into a CMS.
WP Vibe
Syed's WordPress MCP connector used to publish AI-drafted content directly to WordPress sites.
Moz
Conference where Eric previously presented the AI loops framework discussed in this episode.
People
Eric Siu
Co-host presenting AI marketing loops framework and sharing live implementations at Single Grain.
Neil Patel
Co-host discussing token optimization, cold calling deal strategy, and M&A persistence tactics.
AJ
Former Single Grain collaborator who handles Eric's video recording sessions at his home studio.
Syed
Creator of the WP Vibe MCP connector used in Eric's WordPress-integrated AI content loop.
John Maxwell
Quoted for his principle 'the fortune is in the follow-up' in the context of M&A persistence.
Quotes
"A loop is a workflow that compounds. It's a workflow that learns off of itself."
Eric Siu
"You're going to have to have someone that's responsible for token optimization, dude, straight up."
Eric Siu
"John Maxwell says the fortune is in the follow up. Usually you're not going to get on the first shot."
Eric Siu
"Most of my deals that I get is always from staying in touch. I never get the deal the first time I try."
Neil Patel
"Have you made 20 calls today? Have you even made 5 calls today?"
Eric Siu
Full Transcript
2 Speakers
Speaker A

I was testing GPD SOL 5.6, which came out last week. It's their latest Frontier model versus Claude Fable 5. But before I go into that, Neil, earlier you're just talking about how token maxing and all that, right? So I don't know if anybody on your team's doing this. I'm sure someone is. But the move now, if you want to save on tokens, is you're running something like an open router which will route the different models. And maybe 5% of the time you're using like a Sol 5.6 or Fable 5, which burns a lot of. Burns a lot of tokens. And then maybe 80% of the time you're using like open model, like a GLM 5.2. And then yesterday, I think an American model or like a non Chinese open model came out called Thinking Machines. They released it. So the move is to use something like that. And then maybe 15% of the time you're using like a, like a chat GPT 5.5 or Opus 4.8. And then by doing that, you're. You're kind of having a good balance. And then the open router knows how to kind of, kind of route. The funny thing is, Neil, we're talking to. So at that dinner, one guy has like, almost like a, like a, like an individual cfo AI. Okay, so it'll show you, like, oh, how should I be saving money? Like, like a wealthy person. How should I handle my taxes? Like a wealthy person has all your connectors, right? All your bank accounts and things like that, right? And. And so he was like, yeah, we can't use open models. I was like, why can't you use open models? He's like, well, when you use the Chinese ones, because the Chinese ones are the best right now. He's like, they start to, you start to ask questions and they start to give you like communist responses, right? Oh, you should just give your wealth away, right? Or like, oh, we don't look at it that way, right? They start to become very political responses. So he's like, yeah, for us, we can't use that right now, so we have to use the frontier ones. But I think, you know, looking at organizations like yours and mine, you know, you're going to have to have someone

0:00

Speaker B

that's responsible for token optimization, dude, straight up. And then you went to two conferences, right? The second one was a social media conference.

1:43

Speaker A

I'm speaking at that social commerce summit right after this. So I'm getting an Uber right after this. And I'm going Straight to speak.

1:52

Speaker B

Ah. So it was actually pretty good that I came on time for once.

1:59

Speaker A

Yes, yes. It's pretty. Well, I mean, Neil's. To be fair, Neil's usually not that bad. He's usually like, if he's late, he's like three minutes late.

2:02

Speaker B

It's not that bad. Yeah, but the worst is when I'm three minutes late in my own house.

2:08

Speaker A

Yeah, that's. That's the worst. Yeah. And then he comes in on the phone too. And then I'm like, he comes in late. He's still on the phone right now. But anyway, yeah, that's. That's the next conference.

2:12

Speaker B

Dude, it was so funny. So yesterday I'm recording videos in my house. So aj, who Eric worked with in the past, Single Grain back in the day, does a lot of my video recordings. So he comes in here with his brother, their team, and they have another third person and a few other employees who do, like, editing and stuff. So AJ comes into my house and all of a sudden, you know, I'm just on the phone. I'm, you know, trying to do some business deals. I'm like, you recording? He's like, no. I'm like, cool. So they get. Do that business deals, and I'm trying to close them. Then we record three or four videos, get a call from someone that I'm trying to close a deal with. I pick up like, I take off the mic. I'm like, we'll redo it. And then, you know, rinse and repeat. But I think I did that to him like three or four times and two hours. So.

2:22

Speaker A

Wow.

3:11

Speaker B

Yeah.

3:11

Speaker A

Did he say anything about it?

3:12

Speaker B

We didn't get as much as we wanted. Done. And then the England Argentina game, uh, was starting, so I gave him and his brother lunch. So they're very happy cuz their bellies were full. And then I have a theater, so I was like, you guys want to watch the game here? They're like, sure. So they loved it and they were happy. And that probably made them forgive the time that I wasted during the recording.

3:16

Speaker A

Hey, beauty is an eye of the beholder.

3:42

Speaker B

To. To. To.

3:44

Speaker A

To them, maybe you wasted, but to you, it was not wasteful.

3:45

Speaker B

So. Yeah. Yeah.

3:48

Speaker A

Okay. So one thing I want to talk about, because what I talked about at Moz and what I'm going to be talking about today too, is this whole thought around, you know, sure, you could talk about AI all you want, but none of it's helpful unless the knowledge compounds. And a lot of people are talking about, you know, they're talking about skills, they're talking about evals. And the latest thing is loops. So I want to talk about some AI marketing loops that you can use and that some that we actually have live right now. But first, I want to explain what a loop is. So when people at Claude or openclaw talk about how they don't prompt anymore and what a loop is, what a loop ultimately is, it's a workflow that compounds. It's a workflow that learns off of itself, right? So the whole idea is, I might say that, oh, my target state, my goal is to get all of my pages on my website to 50 milliseconds. Now, the current state right now is 150 milliseconds. So the difference between that 150 minus 50, it's 100 milliseconds, right? And so the whole idea is that the. That loop can continue to observe over time, and it knows how to improve and make tweaks to it. And so I want to make this clear for everyone because I think everyone needs to be building loops. The other thing is we have our loops creator Skill available on SkillsDojo.com, so I bought SkillsDojo.com and it's public to everyone. You can have your profile there. Neil can have his profile. He'll probably have no skills on it, but everyone can make a profile, right? So go get that loops creator skill. You should start making loops. But I'm gonna give you some ideas here on what you could actually do. So let me share my screen in terms of what you can do. So here's my screen. So here are a few marking loops that we actually have live. So here's a CRO loop. So one that optimized the conversion rate on a site by 30% by the next four weeks, right? And the connectors you have might be Google Analytics 4Gong. That's one example of a CRO loop. And I'm actually running this right now on SingleBrain.com. if you go to SingleBrain.com, there's actually a test that's running that this thing came up with. And I'll show you the little tweaks that it made. The other thing that I've kind of called out on this podcast already is this Mr. Sue sponsorship loop.

3:50

Speaker B

Right?

5:54

Speaker A

So I personally get about 20 sponsorship requests a week. I don't want to deal with them, nor do I want my team dealing with them. So therefore it replies saying everyone's. My minimums are 25k and handles it back and forth. Until they say yes or go away. I prefer the second one, the go away piece. But the best part is that they all report back on how they get better after each iteration. So it's like, oh, here's the tunings that we made today. Here's the tunings that we made. So it's constantly getting better. And it figures out how it should adjust the email responses based on what a lot of people are asking for. And then we have this AEO SEO loop that will ingest my content, my call transcripts, and look for tofu mofu bothu content angles, and then draft it in the cms. And we use clickflow API for that to draft the content. And then we use Syed's WP Vibe MCP for WordPress. And then we have these other connectors. So my point of saying all this is that you can use these loops, but I just want you to think about how does this apply to your business? What paid media loops can you make? What ad creative loops can you make? What SMS loops can you make? What email loops can you make? And then once you build the first one, you'll never look back. And then, you know, my whole thing now is I'm trying to get more people on my team to do this, but it's like pulling teeth sometimes. So just wanted to share that.

5:54

Speaker B

Cool. By the way, you know, Eric is in New York. You're in New York for the conference investors and then you go to Rome, right? I go to.

7:03

Speaker A

I. No, I go. I fly to Milan on Friday.

7:19

Speaker B

Milan. All right. From New York?

7:22

Speaker A

Yeah.

7:25

Speaker B

Okay, so you go to Milan. Question for you is, do you tend to do your meetups and stuff when you're in other countries, like. Like Italy or.

7:26

Speaker A

No, I think if I'm speaking at a conference, yes, but this one's vacation, so I don't think any meetups are going to happen in Lake Como.

7:33

Speaker B

Oh, so you're not really staying in Milan, you're just flying into Milan?

7:41

Speaker A

Flying into Milan. Correct.

7:44

Speaker B

Got it. So during the vacation, how many hours are you going to work?

7:46

Speaker A

I don't know. I mean, I can't stop myself from working. It's too. It's too fun.

7:50

Speaker B

So you should try taking some time off. I think the best thing I did was go on a cruise ship.

7:55

Speaker A

Would you were forced to take time off? I mean, I probably won't work that much, but for recruiting calls, I'll take them because, you know, it's a. That's a time thing.

8:00

Speaker B

So. Yeah, dude, the same. While we were actually doing this Podcast. I was messaging someone for recruiting, and they responded back to me. I'm like, oh, let me set up a call right away.

8:07

Speaker A

Yeah, and that's. That's a big lesson. I think we should talk about that because, um, you might think, like, you know, you might have people that said, oh, oh, we'll meet with you in a week or two weeks or whatever, but, like, again, each week is 2% in a year. Like, why would you do that? Just meet right now and get it over with. Because those recruiting calls, they want to talk to you. Like, you'll know within the first 15 minutes if you want to work with this person or not.

8:17

Speaker B

So. Yeah, the hardest part that I end up having is when I get an email from someone and they just shoot me an email and I'm trying to do a deal, I tend to just pick up the phone and call them based on the number I have in the email and try to do it right then and there. But a lot of people don't like that. Most people want things scheduled well.

8:35

Speaker A

Okay. I actually. I think I've always said that's a strength of yours, Neil. So. And I think it actually gets you a lot more than, like, the people that complain. So what percent of people actually complain about it?

8:56

Speaker B

Uh, that's like 1%.

9:07

Speaker A

It's not that many worth the trade off.

9:08

Speaker B

Yeah, yeah, I still do it. I. I can't.

9:11

Speaker A

How much more has that gotten you in life? Because it's not something I do, but I think it's something that's very helpful. I just. It's just not in my personality to do that, dude.

9:13

Speaker B

So I'll give you an example from yesterday. Uh, I started going through my email real quick.

9:22

Speaker A

If you want to acquire customers faster and more efficiently this year with the latest strategies and tactics, then check out single grain. Com. That is my ad agency. Again, www.singlegrain.com. check it out, and if it seems like a fit, we'll get in touch and help you with a free marketing plan.

9:30

Speaker B

People who introduced me to potential clients that never followed up. All right, so I literally started calling. Like, no joke. I started calling, and I think I got through, like, 18 calls. Out of 18 calls, I got a hold of three people. Okay. Out of the three people, one was like, oh, yeah, we're actually gonna be putting out a RFP for marketing really soon. We have a $30 million ad budget. This is great timing. And I was like, cool, where are you based? And they're like, oh, we're in San Francisco. I'm like, cool, I'll fly to San Francisco. My team can fly to me. And they're like, oh, we should do it. They're like, what works for you in August? And now we're already going back and forth on it by just calling. Now I could have had AI go look for all those emails, but I already knew the main ones that people send me. Like, who are the main people that send me intros? I just look up their name and I just go through the threads to see if they ever responded. But today, and like afternoon, I have a lunch meeting, but right after that I'll go back to calling all the ones that didn't answer.

9:46

Speaker A

I think you should do both, right? I'm not talking about you, I'm just, I think for people, you do both. I think one, you do it manually, but then you have the AI that's constantly once a month that's looking at all the deals that maybe stalled out or you didn't follow up with. Because I, for me, I need a reminder. I'm not as detail oriented as Neil. Neil's like very high on detail oriented. I think like 90 plus percent, I'm 6%. So it's. I need both to keep me going. But again, whether it's to do a deal or whether it's to recruit someone, the move is to get on the phone sooner than later and not wait to set up a call. By the way, I think it's a huge red flag if you're trying to recruit someone who's more senior or a leader and they book on your calendar one to two weeks out. I'm like, what are you doing? Right? That the will is not there. And then therefore, that's a red flag. Yeah.

10:51

Speaker B

And then also when I cold call people to try to get deals, I do not leave messages. Because what I found is if you leave messages, at least with my personality type, I want to get a hold of people. And then if people I don't get a hold of, I leave messages and they keep calling, they're more likely to get irritated. But because I didn't leave a message, they probably don't know who I am. So eventually they answer and they don't get irritated as much.

11:34

Speaker A

What percent of people do you call that actually know who you are?

11:58

Speaker B

Like that I'm randomly cold calling for marketing or for business deals as well. Like, like business deals. Like it could be finance deals.

12:01

Speaker A

I feel like it's way higher. Yeah, yeah, yeah.

12:09

Speaker B

If marketing is really high, call it like 60, 70% in business, maybe like 5%?

12:12

Speaker A

Really?

12:21

Speaker B

Uh huh.

12:22

Speaker A

Wait, wait, wait, wait. Let's clear this up for people. So when you say doing deals, I assume you mean M and A deals, correct?

12:23

Speaker B

No, I'm talking about deals. Like let's say I want more line of credit from a bank and you know, something like that, something random like that, like 5%.

12:30

Speaker A

Okay, so marketing at 60, 70%.

12:40

Speaker B

Yeah, if it's an M&A deal, probably 60, 70% as well. If not, maybe higher.

12:43

Speaker A

Okay, well there you go guys. The branding that Neil's been doing for quite a while now, that pays off.

12:49

Speaker B

Yeah, it does pay off. When you're doing deals, people take the phone calls, they're much more flexible. I'll give a real life example of this. So I head up agency that I wanted to buy in 2024. It's 2026 now, depending on when you're listening to this, they wanted some unrealistic number and they were just like, we're gonna change because of AI and we're gonna grow so much faster, wake way more profit. You guys know the pitch. I kept in touch with them and they kept in touch with me. I typically always keep in touch with anyone that I reach out to, especially if they have a good business, if they have a crap business. Sadly, I don't really keep too much in touch. And as I kept in touch, they kept growing but not getting what they're looking for. And then I kept in touch and I was like, I'm like, so you know, how's life? And then they were responding and then they have some financial issues. They've had it for a while, so the company's healthy. But when you take on debt and you owe money, in many cases, even if the founder has a good business, they don't get to make any money because you have to pay off the debt first. So I was like, look, I'm like, how's your debt? Still have it, we're paying it off, but we have another year. So I was like, so why not just do a deal? If I do a deal and give you cash up front, you'll make money, you'll pay off your debt and then you can make money over the next few years. And they're like, we need to get to X number. And I'm like, but your business isn't worth X number. And they're like, what if we just make more profit? And I'm like, sure, I can do an earn out where if you make that profit, I'll give you X dollar amount. But if you don't I can't give it to you because it's just unrealistic. And they're like, all right, let's do it. And I was like, sounds good. Let's, you know, have our team look at all the numbers again. Just make sure there's no, you know, know hair on the deal. Like you're not getting sued or anything. But assuming all is good, we should have no problem closing the deal. And it's just by staying in touch. Most of my deals that I get is always from staying in touch. If I look at most of M and A, I never get the deal the first try time I try to get the deal, I tend to get the deal in the second or third time because people come to reality with how things are going. You know, there was a company in Mexico that I tried buying really hard and the guy's just like, we're going to grow so much because the influencers, we're going to, you know, we're going to get, we're just going to do extremely well. And it was a creative agency and they worked with some of the biggest brands in Latin America. Amazing work. And then the guy didn't end up hitting the numbers from Influencer Marketing, this new service that he was adding on. Then he said he's not worried about AI. They're going to do so much better. Then he had to end up making changes to a lot of his senior leadership because they didn't adapt with AI and they've been flat. I know I can turn that company around because I can cross sell their services to a lot of my customers. We do have creative globally, but they do different types of creative, not just digital. You know, there's creative like boots and billboards or experience stuff where people bring out a digital truck and you know, do a marketing campaign. Right. When people are walking in for the FIFA game in Mexico City. Right. So they do some different types of creative stuff that we don't do. And I just look at it as like you would grow faster being under our agency. We can pay you, but I can't pay you on the numbers that you were doing six, seven years ago. It's just unrealistic.

12:55

Speaker A

You know, this is no different than going back to the fall off thing. This is no different than dating as well. So you might not get who you're looking for, but it takes a couple of shots and the same thing. This is why John Maxwell says the fortune is in the follow up. Right. Usually you're not going to get on the first shot. Maybe they might go with somebody else, but they people end up respecting the person that doesn't go away. You're almost continually pestering them and then maybe not. As long as you're not annoying, it's okay. Right. So maybe you don't want to pester them, but you're constantly following up and inevitably they're going to be Daniel's point earlier. Oh, timing is really good right now. We actually have an rp. Oh, actually, yeah, we're going to sack our agency right now. We're going to work like we're down to have a conversation with you. But a lot of this is just a series of conversations, which is why Neil might have said he only makes like one of these like, like outreaches a couple months ago. Right. But reality, she's making like 20 plus calls a day. Probably more than that. Neil, you probably make more than like, probably like 40 plus calls a day knowing. Knowing you.

16:22

Speaker B

No, I don't think I make 40 plus calls a day or anywhere near that. But it has to be more than 20. But it's definitely not 40. Are you talking about the people I'm trying to do deals with? Are you talking about to team members in general? Overall, yeah, I do over 40 a day. I thought you meant just like cold outreach. I'm like, yeah, there's no way I

17:17

Speaker A

do a 40 20s. Are you a lot? Like, first of all, 20 is a lot. Okay, so like you might be thinking as a founder right now or marketer listening to this. Yeah, I have nothing else to do today. I think I'm done with work. Was like, no, you could have you made 20 calls today? Have you even made 5 calls today? Right. And then the other thing is, if you're calling your team members, keeping that rotation going, you're staying connected with your team members because you're not in an office environment. And so even if you spend. Because when you call me, it's usually like very, very quick, like two to five minutes or so. But that two to five minutes, especially if you're calling your team members, they really respect that and they feel more connected to you. And I think that's a good retention mechanism too.

17:35

Speaker B

Yeah, but. And it's also, if you can't stay in touch with your team and all the people you're doing deals with, then they're going to leave you. Why should they work with you? What's the point of working with people if you're not going to stay in touch and figure out how to help them? Yeah, that's it. Thank you guys for listening in. We'll see you tomorrow.

18:09