Marketing Agents Are Too Good Now — Transcript
Full transcript
- 0:00Let's be real, the hardest part about
- 0:02building a startup today is getting
- 0:04customers to the startup. You can vibe
- 0:07code stuff now super easily, we all know
- 0:09that, but getting customers to drive
- 0:11revenue is hard. So, how can you
- 0:13actually set up marketing agents that
- 0:16help you do this? I feel like a bunch of
- 0:18people have talked about this, but no
- 0:20one's really gone in depth and clearly
- 0:22explained what a marketing agent is and
- 0:24how you can use it to go [music] and get
- 0:26you customers. In today's episode, it's
- 0:29two parts. We give you a startup idea
- 0:31that I really love, and then we also
- 0:34explain what marketing agents are, how
- 0:36you can set them up, what are the tools
- 0:38you need to understand if you actually
- 0:41want to be a marketing agent manager,
- 0:43>> [music]
- 0:43>> and Cody Schneider just does an
- 0:45incredible job on this episode of
- 0:47explaining everything end to end.
- 0:49>> [music]
- 0:50>> Um so, enjoy the episode and I'll see
- 0:52you at the end.
- 0:55>> [music]
- 1:00>> Thank the good lord that Cody Schneider
- 1:03is back on the podcast. Uh Cody, by the
- 1:06end of the episode, what are people
- 1:08going to get out of this?
- 1:09>> Yeah, I'm going to show you and tell
- 1:12like share everything that you need to
- 1:13actually deploy real marketing agents,
- 1:16and I'm not talking about some like
- 1:17Zapier automation workflow that's
- 1:19linear. I'm talking about like code in
- 1:22the cloud that's making decisions off of
- 1:24your live business data. And then I'm
- 1:25also going to give you three businesses
- 1:28um that are concrete so you can
- 1:30basically feel like, okay, what these
- 1:32agents actually look like for a specific
- 1:34company type. So, you're going to walk
- 1:35away with three business ideas and also
- 1:38the agents that you should potentially
- 1:41deploy for them, how to actually deploy
- 1:43them for them, uh so you can grow the
- 1:44company autonomously.
- 1:46>> As you say, may the MRR gods be with us.
- 1:50>> Blessed be thy name.
- 1:52>> [laughter]
- 1:52>> Let's go.
- 1:53>> Awesome, man. Cool. So, I think just to
- 1:56start out, like what is a marketing
- 1:58agent, right? Like I see this thrown
- 2:00around so much and it drives me nuts and
- 2:02I've talked to so many people and that I
- 2:05you know, talk huge game on the internet
- 2:07and then you would like actually get
- 2:08down to the brass tacks with them on a
- 2:09conversation. You're like, you're so
- 2:12full of [ __ ] just to be blunt. So, to me
- 2:15like what is it what is a marketing
- 2:16agent? It has to be three things. It's
- 2:18like you have to solve the data problem
- 2:20to like give the agent unified data
- 2:23clarity of like the whole pipeline. Um
- 2:25and then you have to be able to have the
- 2:27agent
- 2:28like autonomously making decisions
- 2:31um you know, on some type of cadence
- 2:33like with like a thinking loop in it,
- 2:34right? Um so, in practice like the
- 2:36infrastructure that's necessary for
- 2:37that. You got to build a data pipeline,
- 2:39a data warehouse and then have like the
- 2:40ability to host these agents in the
- 2:42cloud. And when I say an agent, like it
- 2:43doesn't have to be this like AGI Hermes
- 2:47thing, right? It like where it can think
- 2:49on its own. I actually don't want that.
- 2:50Like I want something that is like doing
- 2:52a process for me and then looking at the
- 2:54data and then basically like improving
- 2:56based off of the data that's getting
- 2:57back from it. So, I just want to like
- 2:59define that really quickly um for the
- 3:02audience because I think that there's so
- 3:04much out there that's like this is a
- 3:06totally autonomous agent that's like
- 3:07running your your like entire marketing
- 3:10stack and it's like no, it's not.
- 3:11>> [laughter]
- 3:12>> Like this end-to-end workflow I
- 3:13guarantee you is not entirely running
- 3:16your marketing stack, but in contrast
- 3:18like I can and we like we'll talk about
- 3:20this today. Like you can make an agent
- 3:22entirely run Facebook ads now. And I'm
- 3:24talking about like it is researching the
- 3:26pain points. It is researching the
- 3:28outcomes of your target customer. It's
- 3:31making creative that's on brand both
- 3:33statics and also like AI avatar UGC.
- 3:37It's publishing that content into your
- 3:39Facebook ads account. It's turning off
- 3:41the losers. It's promoting the winners.
- 3:44And then it's going in a feedback loop
- 3:45where it's like, okay, what what is it
- 3:47actually working?
- 3:49And how do I go and basically make more
- 3:51content like the best performers? And
- 3:52I'll talk through all of that today and
- 3:53try to show you as much as I can. It's
- 3:55not not really easy to show cuz it's
- 3:57just like code.
- 3:58But anyway, we'll go through that. So,
- 4:00yeah, and then just to jump into that
- 4:02the first business that I want to talk
- 4:03about to use is kind of like a just a a
- 4:06sandbox for like how would you actually
- 4:08build and deploy these agents for this
- 4:10like this company type
- 4:12is AI for WordPress. I've talked about
- 4:14this before online, but like I have
- 4:17actually pitched like three startup
- 4:18founders this that are like we got into
- 4:20YC, we don't know what to pivot into.
- 4:23And I just they always just like are
- 4:25like no, I don't want to do this. So, I
- 4:26just want to hit on this idea. So, let
- 4:28me let me just screen share real quick
- 4:29and kind of show you the data for this
- 4:30cuz I think it's just fascinating and I
- 4:32think it's such a huge category that
- 4:34like nobody is talking about right now
- 4:37or that like nobody's really executing
- 4:38on.
- 4:39>> And before people's like eyes glaze over
- 4:41and they and they tune this out,
- 4:44WordPress is bigger than you think. So,
- 4:46>> powers like 50% plus of the internet,
- 4:49right?
- 4:49>> Like it's I just checked 43% of the
- 4:52internet
- 4:53>> that are like
- 4:54>> All websites.
- 4:55>> that are indexed by Google are WordPress
- 4:57websites.
- 4:57>> No one's building stuff for WordPress.
- 4:59>> It's insane, man. It's insane. And it's
- 5:01like it's such an easy space to compete
- 5:03in. It's kind of blue ocean for this.
- 5:04And all I'm going to pitch to you today
- 5:05is like literally it's just lovable or
- 5:07anything.com
- 5:09but for WordPress, right? So, you're
- 5:11just
- 5:12>> [laughter]
- 5:12>> all you're doing is you're making it so
- 5:15that people can like vibe code their
- 5:17website, but like on top of the
- 5:19WordPress platform. And then the
- 5:22business structure is super simple. It's
- 5:23like hey, you get all this stack. Like
- 5:25you get forms solved. You get like, you
- 5:28know, maybe a CRM. You like all of these
- 5:30plugins that people would go and like
- 5:32hodgepodge together.
- 5:34You just bundle that up into a single
- 5:36package.
- 5:37And then you sell tokens.
- 5:40So, it's like whatever, you know, base
- 5:41tier is $29 a month. That gets you x
- 5:43amount of tokens. And then that makes
- 5:44you so that you can go and basically
- 5:46like, you know, build out design the
- 5:48site with this like pre-built in like
- 5:51you know, again forms these these
- 5:52pre-built features.
- 5:54>> So,
- 5:55you got me thinking that I actually
- 5:58think that the there's a bigger
- 5:59opportunity here than just the Lovable
- 6:02for WordPress.
- 6:04Because and you don't know this about
- 6:06me, but back when I was 19 years old,
- 6:092000 and I don't know, I'm bad with
- 6:12math, he was like 11 or something.
- 6:14Um I was a partner in an agency and the
- 6:17agency's job
- 6:19was basically to get people
- 6:22off
- 6:23their existing CMS and move it to
- 6:25WordPress.
- 6:27And we were officially partnered with
- 6:29WordPress on doing that. So, if you
- 6:30called WordPress and you're like
- 6:32time.com Time magazine, you're on some
- 6:34custom CMS,
- 6:36they would they would be like work with
- 6:38Greg and team to move and do the
- 6:41migration to WordPress. WordPress is
- 6:42happy cuz they want more people, right?
- 6:45Um and and time.com is happy cuz they
- 6:50basically need someone to handhold
- 6:52uh
- 6:53through the process.
- 6:55So,
- 6:56it was a great business. We did like
- 6:58time.com, techcrunch.com, a bunch of big
- 7:00websites.
- 7:01Um the amount of money I saw that I in
- 7:04the in the
- 7:06WordPress automatic ecosystem and
- 7:08plugins was absolutely absurd.
- 7:10So, what you got me thinking about is
- 7:13you know,
- 7:14the the play is basically how do you
- 7:16find plugins that have validated demand
- 7:21that don't have an AI component and
- 7:23building the AI first version of each.
- 7:26Cuz
- 7:27you already know that, you know, there's
- 7:28proven demand, people are paying for it,
- 7:31and then you just make them 10x better
- 7:33with Agent. So, I'll give you uh a
- 7:35couple of examples.
- 7:37The Yoast SEO tool. Do you know about
- 7:39that one?
- 7:40>> No, yes. I've used it forever ago.
- 7:43>> Forever ago, right? I think it was I
- 7:45think it's a guy named Joost. I I I
- 7:47could be wrong, but I think it's a guy
- 7:49named Joost. There is no way that they
- 7:51have you know, that they have an AI
- 7:53first version of that. So, you know,
- 7:55instead of showing you red and green
- 7:57dots and telling you to fix things
- 7:58yourself, just have an agent do it. It
- 8:00writes the meta,
- 8:02it restructures the content, it adds the
- 8:04internal links, like make it AI first.
- 8:06And I'll give you a couple more.
- 8:08WPForms.
- 8:11That was a huge plugin back in the day.
- 8:13Make an AI form that talks back. So,
- 8:15instead of doing like a static form, you
- 8:17do like a conversational agent that
- 8:19qualifies a lead and answers questions.
- 8:21Um WooCommerce, one of the most popular
- 8:25you know, WordPress plugins.
- 8:27Um you know, do like an AI storekeeper.
- 8:30So, it automatically writes product
- 8:32descriptions, abandoned cart flows,
- 8:35you know, it it can go on and on. Um
- 8:38another another one is Akismet, which is
- 8:40the spam plugin. Like there's just so
- 8:42many. So, all you have to do
- 8:44>> Wordfence security, like there's it's
- 8:46just endless, right? There are so many
- 8:48of these.
- 8:49>> There's so many
- 8:51and people are paying for it. 43% of the
- 8:54internet is
- 8:55is uh is powered by it. The hard part is
- 9:01is obviously building the product, you
- 9:03know, making it good, making it work.
- 9:06Um and then finding, you know,
- 9:09a distribution channel
- 9:12that you can actually get customers.
- 9:15>> Totally. And I think that again, the the
- 9:17bundling of all this is where the
- 9:18opportunity is. It's like, okay, I'm
- 9:20going to give you all like all the
- 9:21plugins that you would normally be
- 9:22paying for.
- 9:23Instead of the aggregate of those 10
- 9:25that are necessary,
- 9:27now you pay a tenth of the cost, you
- 9:29know, or a fifth of the cost, and I'm
- 9:31going to give you everything, and you're
- 9:32going to also be able to like vibe code
- 9:34to the design of this, right? Like that
- 9:35is the business opportunity here.
- 9:38And then to your point, like how do you
- 9:39market this, right? And
- 9:41this is where
- 9:43this gets so fun.
- 9:44Like I'm having the most fun in my
- 9:46entire career right now with what we're
- 9:48doing. And so I can't wait to like share
- 9:50this with you guys, but anyway, so the
- 9:52like how when I think of look at this
- 9:53company, like
- 9:55where do you meet the people that are
- 9:57like trying to learn like how do I do
- 9:58this or how do I, you know,
- 10:00do this work with my WordPress site? Um
- 10:02so like Facebook ads and Google ads are
- 10:04going to be the first two places that
- 10:05you can go to. And I'm going to talk
- 10:06through a bunch of different things,
- 10:07different opportunities,
- 10:09um but this is just like we're going to
- 10:10just run down the list of all the things
- 10:12that you could do and here's how to
- 10:13deploy agents for them. So
- 10:15on the Facebook ad side, so for for
- 10:17targeting on Facebook anymore, um after
- 10:19Andromeda, you don't do interest-based
- 10:21targeting. Historically how I would
- 10:22probably do this is I would actually go
- 10:24and I would target people who have a
- 10:25WordPress interest on Facebook ads.
- 10:28Um now you don't need to do that. You
- 10:30just basically have to make ad creative
- 10:33that is talking to the pain points or
- 10:35the outcomes of the person that you're
- 10:36trying to sell to and then send them to
- 10:38a landing page that like describes what
- 10:40the product is. So what is Andromeda?
- 10:42What how does it work? And like what
- 10:44what
- 10:45what do you need to know about this? So
- 10:46Andromeda is uh Facebook's new like ad
- 10:50algorithm, right? It basically it
- 10:51decides what ads get shown to what
- 10:53people
- 10:54and how it functions is the uh
- 10:57the AI is basically looking at the ad
- 10:59creative
- 11:00and it's understanding, okay, like what
- 11:02is in the static ad? What is the what is
- 11:04the image? What is the text? What is the
- 11:06video? What's in the video? What's the
- 11:08script of the video? And then it also
- 11:09understands the landing page that it's
- 11:11sending the people to. And then from
- 11:14that, it basically uses that information
- 11:17to decide what ad gets shown to what
- 11:19person on the platform. So I, you know,
- 11:22jokingly on Twitter I've been saying
- 11:23this a lot and I mean I mean this though
- 11:25from like the bottom of my heart.
- 11:26Facebook has turned into the best B2B
- 11:29ads channel and that exists right now.
- 11:31And the reason for this is like we'll
- 11:33make these ads that are so obscure. Like
- 11:36it it's like maybe there's like 10
- 11:38people in the in the US, right? That
- 11:40like would would would be having this
- 11:42problem right now.
- 11:44Um and Facebook will find those people
- 11:46and show that ad to it and we'll get
- 11:47that lead like a qualified lead for a
- 11:49B2B business. It's ridiculous. So,
- 11:51anyway, to take a step back to the the
- 11:53WordPress side like this AI for
- 11:54WordPress thing. What you end up doing
- 11:57and like I can already see what the
- 11:58creative looks like. Like the script
- 12:00then does ends up being like something
- 12:01like this. Like, "Oh this is kind of
- 12:03crazy. I used to be paying my agency a
- 12:05thousand dollars a month to maintain my
- 12:07WordPress site and they were not
- 12:09responsive and they never like actually
- 12:12could do the designs that I wanted. But
- 12:14I just found this
- 12:16this this plugin for WordPress that
- 12:18makes it so that I can chat with AI to
- 12:21change my website and it concludes all
- 12:24these plugins that I used to have to pay
- 12:25extra money for. It's just a part of it
- 12:27for free. Click the link to learn more."
- 12:29If you run an ad like that,
- 12:32Facebook is going to automatically
- 12:33identify, okay, these people are
- 12:35WordPress website owners.
- 12:38They have this problem. It's going to
- 12:39show that to them and then you basically
- 12:41set up a conversion event for the sign
- 12:44up action, for the payment action that's
- 12:47deeper within the funnel. So, how do you
- 12:49actually do all of that? Like I'm just
- 12:50I'm talking through all this.
- 12:52Let's just like go into this deep and
- 12:55you know break down like what this
- 12:56actually looks like from an imaging
- 12:57perspective. So,
- 12:59>> [sighs and gasps]
- 12:59>> Okay, so the first thing is researching
- 13:02the pain points of your target customer.
- 13:05I'm just going to use Perplexity for
- 13:06this cuz I've just found that it's it's
- 13:08easy to do live like sharing this.
- 13:11Actually, let me stop this and I'll
- 13:13screen share a different way just so
- 13:14that you can just see the window.
- 13:16Um
- 13:17and
- 13:19for this we're just going to do like
- 13:20scrape Reddit.
- 13:23Uh pain points
- 13:25and outcomes uh,
- 13:28people that run WordPress websites, uh,
- 13:30have, um,
- 13:31for like why would they buy an AI, uh,
- 13:34WordPress, uh, tool that basically,
- 13:36like, solves all the plugin problems and
- 13:38makes it so that they can vibe code the
- 13:40design of the website.
- 13:41>> The reason you're doing Reddit, by the
- 13:43way, is because there's a real people
- 13:47just complaining, basically.
- 13:49>> Exactly. That's exactly why it is. It's
- 13:51basically dialogue and again, a lot like
- 13:54Reddit is being eroded right now
- 13:56by people manipulating it for like LLMs
- 13:58to rank on them. Um, but this is a way
- 14:01>> like you.
- 14:02>> By people like me that are basically
- 14:04creating the dead internet. Let's be
- 14:05real. It's already happening. I am the
- 14:07problem.
- 14:08Um, but with this though, what it
- 14:10enables is you basically can identify
- 14:12like what are the problems that they're
- 14:15facing and then from this, this crew,
- 14:18uh, basically seeds the creative that I
- 14:20want that I that I go and make, right?
- 14:23So, I found these pain points, right?
- 14:25Let's like pull out, you know,
- 14:27one of these that makes sense. Um,
- 14:31so content workflows,
- 14:33customization requires development
- 14:35skills, right? Like this is one that you
- 14:37could talk to. Um,
- 14:39what I would then go do, is like once I
- 14:41found this information, I'd be like rank
- 14:43stack, um, based off of, uh,
- 14:46the most referenced.
- 14:51Just to give us like what are the top
- 14:52three? And then once I've identified
- 14:54that, so the plugin layer, most
- 14:56referenced. This is the biggest pain
- 14:58point for people. Awesome. That is what
- 15:00ads are going to be about. Um,
- 15:02performance and speed. Cool. Can we make
- 15:04this super lightweight? Can we use
- 15:05something like Astro, um, to actually
- 15:08like serve it so the content's really
- 15:09fast? Security and maintenance. Okay,
- 15:12how do I make it so they never have to
- 15:13think about plugin security again, so
- 15:15that their site doesn't, you know,
- 15:16randomly get gambling ads on it and then
- 15:19get de-indexed by Google for their pest
- 15:21control business, right? So, with this,
- 15:24what I then go do is I'm going to use uh
- 15:27Kai AI
- 15:28um is what uh uh
- 15:31uh we're using right now for all of our
- 15:33image generation. Basically, just all of
- 15:34the image models uh and video models in
- 15:37the same place.
- 15:38And so, with this, I can then go and
- 15:40bulk generate static creative. And the
- 15:43way that we found to do this uh is you
- 15:45basically give it an example of an ad
- 15:48that is already being ran by either a
- 15:50competitor by somebody like, you know,
- 15:52somebody in a
- 15:53a tangentially related industry.
- 15:56And we're just using Google Nano Banana
- 15:57for this. Um so,
- 16:00the agent then, again, is generating
- 16:02this creative using the static. You can
- 16:05make this as advanced as you want. This
- 16:07is what we're doing a lot now so that it
- 16:08always hits brand style guides. And what
- 16:10do I mean by brand style guides? That's
- 16:12like, what are the fonts that need to be
- 16:13used? What are the colors that need to
- 16:15be used? All of these specifics about
- 16:17the company, about the brand, right?
- 16:19Um so, with this, uh you basically can
- 16:23put a vision model over the outputs
- 16:26and be like, "Hey, does this match brand
- 16:28style guides?" So, what I'm getting back
- 16:30from Google Nano Banana, I can be I can,
- 16:32you know, basically qualify the like, is
- 16:35the is the text all readable?
- 16:37Um you know, does are the fonts that are
- 16:39being used actually on brand, etc. Um
- 16:41and then from that, uh you basically
- 16:44have this way to make statics. And then
- 16:45on the video side, what we're still
- 16:47using and still seeing great results
- 16:49with, which is crazy to me cuz it's not
- 16:51even the best, is HeyGen.
- 16:53Um
- 16:54but we're starting to experience more
- 16:56and more with Seedance, and this is like
- 16:58where this is all going to go. It's just
- 16:59hard to do the stitching across uh like
- 17:02Seedance like for longer, you know,
- 17:0430-second videos. You can only do up to
- 17:06I I believe it's 9 seconds, don't quote
- 17:08me on that, but it's it's less than
- 17:09that. So, you basically have to like
- 17:10stitch these frames together is the
- 17:12challenge. But, this is where this will
- 17:14end up going. And then it's just like AI
- 17:16avatar UGC that's talking about the pain
- 17:19points or outcomes that you just
- 17:22extracted from what people are saying
- 17:24online. And
- 17:25everything that I'm describing here,
- 17:28this is just an agent that's done this
- 17:30work, right? It is an agent that's done
- 17:32this research. It's an agent that is
- 17:34calling doing the API calls to actually
- 17:36build out the creative. Um and then from
- 17:39there, how do we actually get it into
- 17:41Facebook ads, right? So, to get it into
- 17:44Facebook ads, then what we're going and
- 17:45doing is we need to use what's called
- 17:47the Facebook marketing API.
- 17:50And you probably, if you're online at
- 17:52all and not living under a rock, you've
- 17:53probably seen tons of people where it's
- 17:54like, I got my Facebook ads account
- 17:57banned, right? Because I was using an
- 17:59agent with it.
- 18:00The agent is not the reason it got
- 18:02banned, all right? The reason it got
- 18:04banned is because they violated TOS and
- 18:07they spammed the API because they were
- 18:09trying to pull in like, you know,
- 18:11hundreds of millions of rows of data
- 18:13from [laughter] their Facebook ads
- 18:14account. And that is not the way that
- 18:17you can't use the API in that capacity.
- 18:19Like it's literally like that that
- 18:21that's against Facebook TOS. That is the
- 18:23problem. So, how you actually use the
- 18:26Facebook ads API is you use the API only
- 18:31for rights, like only to publish content
- 18:34to the Facebook ads account or to turn
- 18:38off or to um
- 18:40uh
- 18:40uh basically like promote ads and I'll
- 18:42talk about that more in a second. And
- 18:44this I'm realizing and just based on
- 18:46time, this whole video is just going to
- 18:47be like, how do you build uh like an
- 18:50actual like marketing agent? Like we're
- 18:51going to only probably get through one
- 18:53of these.
- 18:54Um if you want more content like this,
- 18:55this is all I talk about on the
- 18:57internet, so just like go follow me
- 18:58across channels and this is what I
- 19:00share, but um anyway, with this so, the
- 19:04to solve the data analytics problem,
- 19:07you have to build a data pipeline and a
- 19:09warehouse. So, the open-source way to do
- 19:11this is using a tool called Airbyte.
- 19:13You can host this like you know
- 19:15anywhere. You can literally have Claude
- 19:17code go and do this for you, right? Set
- 19:19this up. And then you can use a data
- 19:21warehouse called ClickHouse. These are
- 19:22both open source solutions that you can
- 19:24self-host. And I'm just giving you those
- 19:25as the as like you know the the the way
- 19:29that that is totally accessible to
- 19:31anybody.
- 19:32>> And And Cody, can you explain like
- 19:34what is a data warehouse? Like what are
- 19:36these things?
- 19:37>> absolutely. So a data warehouse is a way
- 19:40to unify all of your data sources
- 19:43into a single location so that your
- 19:46agent has the ability to understand all
- 19:49of the data in context with all like all
- 19:52channels in context or all data sources
- 19:54in context with all the other data
- 19:56sources. So I'll give you specifics.
- 19:57That was a very like you know broad way
- 19:59to explain it. So say for example, I'm
- 20:01running Facebook ads. How do I actually
- 20:03run effective Facebook ads? I need to do
- 20:04probably four things. I need to have my
- 20:06Facebook ads data. I need to have my
- 20:08Google Analytics data. I need to have
- 20:10probably my Posthog data, maybe my my
- 20:13CRM data, so like my HubSpot data. And
- 20:15then I also need to probably have like
- 20:17my Stripe data to understand the entire
- 20:19stack of like I ran ads and did
- 20:21customers come out the other side,
- 20:23right? And then how do I actually tie
- 20:26the literal specific ad that is driving
- 20:28revenue for the company, right? This is
- 20:30how you do that. It's by having this
- 20:33data warehouse that has all of the data
- 20:35in a single place. Now, to get all of
- 20:37that data into a single place, you have
- 20:39to build a data pipeline. And so Airbyte
- 20:42is a data pipeline solution. It's
- 20:44self-hosted
- 20:45and it enables you basically they have
- 20:47all these pre-built connectors
- 20:50that enable you to pipe all of your data
- 20:53into a data warehouse. So when you think
- 20:54about like you know visually how this is
- 20:56happening, we can just like TL draw this
- 20:58real quick to actually show you. It
- 21:00basically what I am doing is I am giving
- 21:05my agents. So say I have, you know,
- 21:08these like five
- 21:10different data sources
- 21:12um that I'm pulling from. We'll just do
- 21:14three for the sake of time. And I'm
- 21:17putting them all into a data warehouse.
- 21:20And that data warehouse, I'm then giving
- 21:23my agents access to it. So, imagine I
- 21:27have this agent here that can read this
- 21:31information. It's back and forth, right?
- 21:34And this is the Facebook Ads agent.
- 21:39And this Facebook Ads agent,
- 21:42um how it works is it basically is
- 21:44looking at that data stream.
- 21:47And then it is making updates within
- 21:52Facebook Ads,
- 21:53right?
- 21:55And then that Facebook Ads data is going
- 21:58back to
- 22:01like
- 22:02where we're pulling from, which goes
- 22:03back and basically back into the data
- 22:05warehouse. Actually, this is probably
- 22:06more like this. Like back into the data
- 22:08warehouse, right? And so, this is how
- 22:10I'm creating this like loop that is
- 22:12basically learning, right? Um I'm giving
- 22:15the agent access to the live business
- 22:17data, access to the live stream. Also,
- 22:19what this enables for you as a business
- 22:21owner is you can also interact with this
- 22:25within your Cloud Code, within your
- 22:27Codex, whatever that is, right? And
- 22:31whatever your daily driver is. And the
- 22:33reason that you want this is you can
- 22:35have conversational analytics and also
- 22:37build like custom dashboards with this
- 22:40data, right? So, you can literally ask
- 22:42like, "Okay, like we're like we're
- 22:44having trouble like say you're again
- 22:46pest control company
- 22:48uh or or uh we'll say um
- 22:51I don't know, something like your
- 22:52commercial HVAC. Like we're having
- 22:53trouble hitting payroll this month. Like
- 22:55what is going wrong?"
- 22:56>> [laughter]
- 22:56>> It's like, "Oh, your accounts
- 22:57receivables are like off." You can
- 22:59literally have those conversations with
- 23:01your marketing data, with your business
- 23:02data. This is the way that you can
- 23:04enable both yourself and your team to be
- 23:06able to do this, right?
- 23:08So, how do you actually
- 23:10how do you actually set this up? So,
- 23:12we've got the data pipeline in the
- 23:13warehouse solution. Now, for hosting the
- 23:15agents,
- 23:16everybody's doing this already like
- 23:18locally with like their cloud code and
- 23:20they like I I mean I've seen these crazy
- 23:21setups where it's like, yeah, I'm
- 23:23deploying these solutions onto you know,
- 23:26my Mac mini that I bought for open claw,
- 23:28but now it's actually just like working
- 23:30as a server. Like you don't have to use
- 23:32a Mac mini locally as a server to do
- 23:34this, all right? You can just deploy
- 23:36this into the any cloud and be into
- 23:38Heroku, it can be into Railway, it can
- 23:40be into like any of these solutions. And
- 23:42again, I'm just giving options that are
- 23:44available. But basically, an agent is
- 23:46just code under the hood, right? It's
- 23:48just a decision tree that's like, cool,
- 23:50here's a live data stream. I have some
- 23:52like decision loop that's happening
- 23:54where an LLM is thinking and then I'm
- 23:56basically having an optimized for an
- 23:58outcome, which for most companies is
- 24:00like, how do I make the business more
- 24:01revenue, right?
- 24:03So, anyway, that is kind of the the
- 24:07the infrastructure that's necessary to
- 24:09actually make these agents function.
- 24:11Once you've got this whole thing set up,
- 24:14what is possible, just to give you like
- 24:16a scope of this, and we're doing this
- 24:17for companies right now, is you can
- 24:20actually like create So, for example,
- 24:22like for one company we're doing two
- 24:25different ad sets per day, five ads per
- 24:28ad set.
- 24:30They automatically get uploaded into
- 24:31Facebook ads based off of all the
- 24:33research that we've done
- 24:36and also the data that exists within the
- 24:38data warehouse like of what has worked,
- 24:41right?
- 24:42And we
- 24:44are base So, there's like a learning
- 24:45loop that's happening on top of this.
- 24:47The
- 24:49agent is looking at, okay, I published
- 24:51these 10 ads and lets it run for like a
- 24:532 to 3-day window for like it's just get
- 24:55initial signal. It turns off the worst
- 24:58performing ads.
- 24:59And again, how is it getting that
- 25:01information? It's pulling that
- 25:02information from the data warehouse,
- 25:03right?
- 25:05It's pulling Okay, what is the worst
- 25:07performing ads?
- 25:09Let's turn those off. The winners live
- 25:11on.
- 25:12And then the winning ad sets, they go
- 25:15into a winners pool, and they're
- 25:16competing against each other for the ad
- 25:18budget that's available.
- 25:21And then over the top of that, you can
- 25:22have a vision model or honestly, like
- 25:24how we're doing this is we build a
- 25:26database
- 25:27of all the ads that we have created.
- 25:30And it's literally like the JSON prompts
- 25:32that we're sending to Nano Banana or the
- 25:35ad scripts that we're using and we're
- 25:37sending to H and or Seed Dance.
- 25:39And that is what we are letting the
- 25:42agent analyze of like, okay, what is
- 25:44actually working so that it can it can
- 25:46go and, you know, basically become more
- 25:48effective at making creative that
- 25:50creates outcomes.
- 25:51So, the problem that happens with this
- 25:53here and again, I'm going to get into
- 25:54the weeds talk through a lot of this,
- 25:56you know,
- 25:57in in detail just to
- 25:58share the the issues that come up. Is
- 26:00you have to solve for entropy. So, like
- 26:01what is entropy? It's like basically the
- 26:03agent gets stuck thinking in the same
- 26:04way. So, how do you solve for that? The
- 26:07two ways that we found that we can solve
- 26:08for it is you can use the Facebook Ads
- 26:10Library
- 26:12to pull
- 26:13ads from competitors' libraries.
- 26:16And that basically like puts new DNA
- 26:19into the system. So, you're basically
- 26:20feeding that source text that you did
- 26:22that research on. And then the other
- 26:24thing that we found to work is taking
- 26:26YouTube transcripts and also podcast
- 26:29transcripts and basically pulling out
- 26:33the insights from those. There's like
- 26:35hundreds of YouTube channels that are
- 26:36just designated to like, you know, for
- 26:38example, WordPress. You can pull out the
- 26:41insights from those and then run ads
- 26:43basically off of off of those insights
- 26:45that you aggregate. So, this is a way to
- 26:46solve that that that that, you know,
- 26:48kind of like entry problem.
- 26:50But what this ends up looking like in
- 26:52the in the you know, the final form is
- 26:54like it's like a virtual employee, Greg,
- 26:56is the best way to describe it. This
- 26:58virtual employee, all it's doing is
- 27:00focusing on Facebook ads as the channel
- 27:02and how it can actually like operate and
- 27:04function is because it has all the
- 27:06necessary data it needs to think through
- 27:09what is actually driving like outcomes
- 27:11that we are like that are that are drive
- 27:14business revenue, right? And this is
- 27:16where all this is going. Like I it's so
- 27:17funny. I talked to like so many
- 27:19marketers on a weekly basis and they're
- 27:20all like, "Is my job secure?" I'm like,
- 27:22"I don't know. Like, can you do this?"
- 27:24Like, this is what this turns into is
- 27:25like, your job now becomes like I'm an
- 27:29agent jockey. You're taking your domain
- 27:31knowledge that you have, and you're
- 27:33basically like building this into code.
- 27:35And like, I'm not technical, right?
- 27:37Like, I can set this up now. Like, the
- 27:39models are smart enough now where like a
- 27:41semi-technical person or just if you
- 27:43have access to Claude code, and
- 27:45literally just give it the transcript
- 27:46that I just like, you know, we just
- 27:47created on this call, and be like,
- 27:49"Okay, I want to set this up. Walk me
- 27:50through this process." Like, you can go
- 27:52and build out this solution. Like, that
- 27:54is the the possibility here. So, anyway,
- 27:56but yeah, happy to answer questions
- 27:58about that. That was one agent. I I can
- 27:59go down into a deeper one as well. So.
- 28:01>> Okay. Yeah, and I think um
- 28:04taking a step back, it's like, well, why
- 28:06are I I know it's crazy to say this, but
- 28:08why are Facebook ads important? Well,
- 28:10okay, if you're going to steal an idea
- 28:12from this podcast or come in come up
- 28:13with an idea on your own, you're going
- 28:14to vibe code something
- 28:16um that you think has value in the
- 28:18world. The biggest question I get is,
- 28:20how do I actually get customers to this
- 28:23thing?
- 28:24Um and the truth is,
- 28:28Facebook is the most cost-efficient way
- 28:30to do it. Um if you don't want to go and
- 28:32create content, which takes time
- 28:35to actually,
- 28:37you know, build an audience. Like, I I
- 28:40still I still think that people should
- 28:41create content, but at the same time,
- 28:44be thinking about, how can I create an
- 28:46you know, an ad set that is going to
- 28:48perform? Now, what people the mistake
- 28:51that people make is they try a few ads,
- 28:54it doesn't work, so they give up.
- 28:57And they don't realize that
- 28:59uh
- 29:00you actually should be taking the same
- 29:02ad and just like changing the
- 29:06positioning a little bit.
- 29:08Um because
- 29:11and and and changing it a little bit
- 29:13like 10 times or 15 times or 20 times,
- 29:15right? And what happens is like I'm
- 29:19shocked sometimes with some of the
- 29:20Facebook ads that I do and I'm like,
- 29:22wow, I didn't think that this ad set was
- 29:24actually going to work. This positioning
- 29:25was going to work. Like for example,
- 29:28you know, let's say we wanted to do that
- 29:30WordPress uh plugin idea. And let's say
- 29:33we wanted to compete with Yoast, the SEO
- 29:35plugin. Like maybe the positioning is
- 29:38Yoast is bad. And I, you know, it's just
- 29:40like an anti-Yoast.
- 29:42You know, and and you never would have
- 29:44thought that.
- 29:44>> do work rather than doing work for you,
- 29:46right? Like there's a great there's so
- 29:48many angles that you can pull out of
- 29:50that. To your point, too, I just want to
- 29:51piggyback off of this. Like I think a
- 29:53lot of people come into marketing and
- 29:55advertising and they're like, I know
- 29:57what the market wants. I'm going to
- 29:58impose this idea on the market. That is
- 30:01not how this works, right? We're not Don
- 30:03Draper.
- 30:04>> [laughter]
- 30:04>> We are like putting
- 30:06creative into the market. Like why is
- 30:08why is paid ads the most Like why is
- 30:11Facebook ads, why is Google Why are they
- 30:13the most powerful assets? Like why the
- 30:14most powerful marketing channels that
- 30:16have ever existed? I can go and test a
- 30:18thousand different ad creatives and like
- 30:21I'm going to have clear delineation on
- 30:23like what is winning and what is being
- 30:25the most What is the market most
- 30:27receptive to, right? And you're going to
- 30:29know that within 48 hours. And I see
- 30:31this all the time where like oh they're
- 30:32like oh I don't want to go run ads. I
- 30:34don't want to like I only want to do
- 30:35organic, right? Or like how do you grow?
- 30:37It's only by word of mouth. I'm like
- 30:39this is such a that's such a rookie way
- 30:41to look at the market. Like you should
- 30:43be doing all of it, number one. Number
- 30:45two, like you need to think about how
- 30:47does this like this is the only system
- 30:50where I put a dollar in and like $5 can
- 30:53potentially come out the other side and
- 30:56I can just keep feeding that ATM where
- 30:58it's like I just keep putting money in
- 31:00and that same, you know, volume will
- 31:02come like that same multiplier will come
- 31:04out the other end. So anyway, just a
- 31:06>> And and so what's changed, like why I
- 31:09now am into Facebook ads honestly is
- 31:12because of the systems that you're
- 31:13describing. So like in the past, if you
- 31:16were a founder and you wanted to do what
- 31:19you're talking about, you had to hire an
- 31:21agency that would cost you tens of
- 31:22thousands of dollars a month to go and
- 31:24run this at scale. Now, you just need to
- 31:27set up the system that you talked about
- 31:31and of course it needs to be fine-tuned,
- 31:33of course there needs to be it needs to
- 31:35work, right? Of course you need to solve
- 31:37for entropy which I'm happy you spoke
- 31:39about cuz no one speaks about that.
- 31:41People are like, "Oh yeah, you set it up
- 31:42and then it's just good it's good."
- 31:43Like, "No, dude, that's lit
- 31:45The the people that say that have never
- 31:47set up
- 31:47>> [laughter]
- 31:47>> So they're the opposite.
- 31:49>> Have you have The people that say that
- 31:50have never set up
- 31:52anything, right? Cuz
- 31:55uh
- 31:56as soon as you it might feel good like
- 31:58on day one but on day two it gets a
- 32:00little worse and day three and four and
- 32:01five until you get this point where
- 32:02you're like
- 32:03>> choice, man. I think that's the thing
- 32:04that people like have the hardest like
- 32:06when you think about marketing, like
- 32:08people think about it in campaigns. Like
- 32:10I start a thing and then I stop a thing.
- 32:12That is not how this works anymore.
- 32:14Like how marketing actually functions
- 32:15now is like you're continuously doing
- 32:18this and because the feedback loops are
- 32:20so fast like I mean when you look a
- 32:22great example of this is if you just
- 32:24look at like the fashion industry, like
- 32:25how quick the the the trends occur now.
- 32:28It's like 10x faster than what it was 20
- 32:31years ago, right?
- 32:32>> [laughter]
- 32:32>> Than what it was in like the early
- 32:332000s. And so when you think about that
- 32:36and apply that to everything, like how
- 32:39quick the market moves,
- 32:41you have to basically have like,
- 32:44you know, some type of observability of
- 32:46what's happening.
- 32:47So, that you are adjusting your, you
- 32:50know, ads, your positioning, your all of
- 32:52the strategy that you have across your
- 32:54your your go-to-market based off of
- 32:56those trends that are that are are
- 32:57basically like evolving. And where does
- 32:59all this happening, right? It's all on
- 33:00short-form social. Like that is where
- 33:02all this kind of originates from and
- 33:03then trickles down and everything else.
- 33:05So, you can actually do this, right?
- 33:06There's another way to solve this entry
- 33:08problem. You can use tools like Viral
- 33:10Loop. They have an API. Basically, it's
- 33:12like it scrapes, uh,
- 33:14like all of TikTok and I think they're
- 33:16doing Instagram Reels now. Don't quote
- 33:17me on that. Um, but basically, I can be
- 33:19like, "Hey, show me all of the most
- 33:21viral like posts that are in the beauty
- 33:23category from the last week." Cool. What
- 33:25are there
- 33:26Are there trends that are happening
- 33:27here? Are there like certain concept
- 33:30formats that are happening here? And can
- 33:31I use that information to basically
- 33:34influence the creative output that I'm
- 33:36doing? Yeah, 100% you can do that. This
- 33:37is again like how you can how it's this
- 33:40push and pull with the market that
- 33:41you're doing constantly, right? And like
- 33:43agents for the first time have can
- 33:44enable you to do that. Like what I just
- 33:46If I wanted to go and create 100 ads,
- 33:48right, and get that into Facebook Ads,
- 33:51like that is probably like 2 weeks of
- 33:53work, right, historically. And now you,
- 33:56as a founder, like literally in the next
- 33:58hour and a half, you can have this whole
- 34:01system that I just described set up and
- 34:04be able to actually go and publish this
- 34:06content like at scale with the
- 34:08understanding of what's actually
- 34:10working. And maybe there's a human in
- 34:11the loop to begin with, but like what
- 34:13this gets to is like you're going to
- 34:14understand like this is what's actually
- 34:16functioning. Cool, I now want an agent
- 34:18to go and run this. I deploy an agent
- 34:19into the cloud with the necessary data
- 34:21stream that it needs so that it can
- 34:23actually make these decisions. So,
- 34:26Cody, what else did you want to cover?
- 34:28Dude, I have so much. I have to jump in
- 34:292 minutes though, so
- 34:31>> [laughter]
- 34:31>> I'm like,
- 34:32it's um, kind of bummed. Um
- 34:34>> I think so, folks comment if you want
- 34:37more marketing and
- 34:38>> back and just do a whole series on this.
- 34:40Like, here is literal like agent by
- 34:42agent like descriptions, like showing
- 34:44the actual like structures, talking
- 34:46through the actual campaign structures.
- 34:48Um if that is what people want, like
- 34:51this is again all I'm thinking about
- 34:53right now. This is all I do from when I
- 34:55wake up to when I go to bed at the
- 34:57moment cuz
- 34:58I'm obsessed with it and it's
- 34:59uncomfortable how like it's a compulsion
- 35:01and this is not really a choice. So,
- 35:03anyways, yeah. Greg, I didn't mean to
- 35:05cut you off.
- 35:06>> No, no, no.
- 35:08Uh let us know. I think like
- 35:10it, you know, people like I said, people
- 35:13want to figure out ways how they can use
- 35:15AI agents to get them customers. Um so,
- 35:19I think marrying like here's a couple
- 35:20ideas with here's some here's some
- 35:22agents is going to be helpful for folks.
- 35:24>> Let me rattle off some and then you
- 35:26comment what you want and we'll come
- 35:29back and we'll do this. Right. So, I can
- 35:30we can do Google Ads agents that are
- 35:32entirely running your Google Ads
- 35:33accounts. We can do influencer outreach
- 35:36agents that are researching influencers
- 35:38within your category, cold emailing
- 35:40them, and then negotiating the pricing
- 35:43with them, and hand raising for when,
- 35:44you know, they think it's a good person.
- 35:46We can do cold email of like how do I go
- 35:48and find all of the customers, you know,
- 35:51that I'm trying to sell to, find their
- 35:52email addresses, how like cold email
- 35:55them, and then have an agent managing
- 35:57that inbox, like responding to them to
- 35:59book meetings.
- 36:00We can do TikTok real farms where we're
- 36:02basically like making 10 TikTok accounts
- 36:05in the cloud and then at scale making
- 36:07slideshows that are related to your
- 36:09product, scheduling those and posting
- 36:11and aggregating all of the views across
- 36:13that. We can do um
- 36:16what are some of the other things? We
- 36:17can do SEO agents that are doing keyword
- 36:20research, researching the article,
- 36:22writing the article, having the article
- 36:24be on brand for your voice, like how do
- 36:26you actually give it a unique
- 36:28perspective or point of view so that it
- 36:30has that like, you know, basically
- 36:32personality to it so that it actually
- 36:34ranks well and it's like good to read.
- 36:36We can talk about AI search and how do
- 36:38you build citations? How do you actually
- 36:41do cold outreach to get your brand
- 36:43listed on the citations that are already
- 36:45being shown in the category that you're
- 36:46in?
- 36:47>> [snorts]
- 36:47>> We can talk about social media
- 36:48management and like how do you get an
- 36:50agent to run your LinkedIn account, to
- 36:52run Twitter accounts? We can talk about
- 36:54how do you get agents to build email
- 36:56newsletters
- 36:57that are related to podcasts and
- 36:59actually research the podcast, write the
- 37:01podcast script, use 11 Labs voices to
- 37:05read the podcast script and then build
- 37:07lead magnets to build an email list on
- 37:10the top of that podcast for an industry
- 37:12like e-commerce. So, you comment what
- 37:14you want to learn, I'll come back, I'll
- 37:15share all the things that we're seeing
- 37:17and all the things that we're deploying.
- 37:19I'd love to do that. I think it'd be
- 37:20awesome. So.
- 37:21>> God bless you, Cody Schneider. You know,
- 37:23I appreciate you.
- 37:24>> It was so weird.
- 37:27>> We'll see you next time and uh
- 37:30yeah, I'm curious to see or hear what
- 37:31people think.
- 37:32>> Yeah, if people have questions, let me
- 37:34know too. I'm
- 37:36active on Twitter and LinkedIn. Those
- 37:38are the biggest places. And
- 37:40companiesgraph.com, all this work that I
- 37:42just talked about, that's where we're
- 37:43doing this. So, thanks for having me, G.
- 37:45>> Later.
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