WEBVTT

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Welcome to the Deep Dive. 2 .5 billion daily

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queries. That is the staggering reality today.

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A third window of generational digital wealth

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has just opened. It really has. We are unpacking

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a massive tectonic shift today. Yeah. We got

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our hands on a brand new February 2026 guide

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by Maxed Outban. It covers the completely uncharted...

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Kind of wild territory of chat GPT ads. We've

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got a lot of ground to cover. Right. We're going

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to explore the platform's mind -bending scale.

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And we will look closely at this crucial idea

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called the memory factor. Plus, we'll break down

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the mathematical shift you absolutely need for

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infinite scaling. Finally, we'll dive into why

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faceless corporate brands are essentially doomed

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here. They really are. I think we need some historical

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context to ground this. Every decade or so, a

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new platform emerges out of nowhere. A small

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group of people jumps in early, right? Yeah.

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They experiment, they fail, they build. They

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get their footing long before the massive crowd

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arrives. Right. And by the time the crowd finally

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shows up, the rules are rigidly set. Prices are

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sky high. But those early movers, they've already

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established an insurmountable lead. Think back

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to the very early days of Google ads. The early

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2000s. A local business owner running plumbing

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services in Ohio was paying. Maybe 10 cents a

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click. Everyone else on the sidelines thought

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the internet was just a passing fad. And now,

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that exact same plumbing click cost 15, maybe

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20 dollars? The arbitrage is completely gone.

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It happened again with Facebook ads. Remember

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2012? Brands could reach 50 ,000 highly targeted

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people for just 20 bucks. It was practically

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free distribution. Those days are totally gone.

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They're never coming back. The market corrected

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itself. So here we are in early 2026. A third

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window has opened. Most businesses are still

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standing on the sidelines today. They're waiting.

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They're unsure if this AI monetization thing

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is actually real. But it's very real. On February

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9th, 2026, OpenAI officially rolled out advertising.

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This launched directly within ChatGPT. For U

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.S. free and go tier users. This isn't a small

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hidden beta test for a few selected brands. Beat.

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The scale of this is honestly hard to comprehend.

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As of February 2026, we're looking at over 900

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million weekly active users. It's rapidly approaching

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the 1 billion milestone. It reached that volume

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faster than any platform in human history. They're

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seeing 5 .8 billion monthly visits. It's now

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the fourth most visited site on the entire planet.

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And like you said earlier, they handle 2 .5 billion

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daily queries. Yeah. And here is the kicker.

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Roughly 80 % of those queries are high intent.

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People aren't just scrolling mindlessly. They're

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doing deep education, intense research, or seeking

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very specific advice. And the most critical detail

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for advertisers is the user distribution. 95

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% of those users are on the free tier. That's

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roughly 855 million people every single week.

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They're now part of a massive, addressable advertising

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audience. Just to put that in perspective for

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you. ChatGPT currently has more weekly users

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than Twitter, LinkedIn, and Pinterest combined.

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It's a completely unprecedented audience pool.

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There's never been anything quite like it. But

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the pricing strategy is what really catches my

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eye. They launched with a $60 CPM. That's the

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cost per 1 ,000 impressions. $60 a CPM seems

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incredibly steep, especially compared to Meta's

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$20 rate. So why are they justifying charging

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three times as much right out of the gate? It

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entirely comes down to the high intent. nature

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of that audience. Right. OpenAI is deliberately

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positioning this as a highly premium platform.

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They're charging a premium to filter out the

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low quality spam. They want to ensure absolute

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top tier brand safety for major advertisers.

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And they have the internal data to prove that

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this placement actually converts. Premium positioning

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to ensure top tier brand safety and unmatched

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audience intent. Exactly. It filters out the

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noise immediately. That deep intent completely

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changes the game. This platform knows things

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about us that that no other platform knows. Honestly,

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legacy platforms feel incredibly shallow now.

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Think about it. Google really only knows the

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specific keywords you searched for. Facebook

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mostly knows what you clicked on or what pages

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you liked. Both of those are useful, but they're

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shallow compared to an ongoing AI dialogue. ChatGPT

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knows exactly what you're struggling with. It

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knows your timeline. It knows your emotional

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state at that exact moment. It knows the exact

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vocabulary you use to describe your own pain.

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The guide we're looking at uses a brilliant example.

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Imagine a user typing this into a prompt late

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at night. I have been struggling with weight

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loss for 14 months and I am exhausted. I just

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want to know what to do. You would never type

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that entire vulnerable paragraph into a Google

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search bar. But you'd absolutely tell that to

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chat GPT. Because interacting with it often feels

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like a private late night confession. Yeah. And

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that dynamic gives the AI an unprecedented level

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of insight. It truly understands the user's specific

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pain. No other ad network has access to that

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deep, raw, emotional state. Google relies on

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simple keyword matching. Facebook relies on basic

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behavioral clustering. But ChatGPT relies on

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predictive AI, which sounds like a buzzword.

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Right? It kind of does. Define that underlying

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tech for me in plain English. Software that guesses

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your next need based on your past actions. Beat.

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Wow. Oh, beat. Imagine scaling to 2 .5. billion

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queries each with deep personal context that's

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honestly kind of hard to wrap your head around

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it really is and this brings us to the most crucial

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technical differentiator the memory factor chat

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gpt actually remembers your past conversations

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across different sessions it knows you mentioned

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starting a new business three months ago it knows

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you asked about hiring your first employee last

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week it knows exactly where you are in a very

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specific multi -month journey no legacy ad platform

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can do this natively I'm trying to wrap my head

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around the timeline here. What makes this seven

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-month memory feature a total game changer for

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advertisers today? It completely shifts the dynamic

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from cold traffic to warm advice. Think about

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the friction of a normal ad. It interrupts you.

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But an ad served with deep historical context

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feels entirely different. It feels much more

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like a trusted friend giving you a timely, relevant

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recommendation. It turns random ad impressions

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into highly personalized, trusted recommendations

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over time. That's exactly why top strategists

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believe this will outperform every existing platform.

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The quality of targeting is just profoundly personal.

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The tech is clearly revolutionary. But how do

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we actually use this? The guide suggests step

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one is a massive mental shift. You have to stop

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thinking in terms of fixed marketing budgets.

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Most traditional businesses approach advertising

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completely backward. They set a rigid, fixed

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annual budget for marketing. Say $50 ,000 for

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the year. then they divide it up across various

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channels. That works fine in stable, entirely

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predictable markets. But it's a fatal flaw on

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a brand new, highly volatile platform. Costs

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and algorithmic behaviors can shift rapidly in

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just a few weeks. I still wrestle with prompt

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drift myself, so I know how fast this AI landscape

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changes. Right. Everything moves incredibly fast.

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You need a much more agile approach. Just to

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start thinking purely in terms of an allowable

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cost per sale. We call it ACPS. The guide proposes

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a pivot away from those fixed budgets. The math

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is straightforward, but the mindset shift is

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huge. Say your average sale value nets you $25

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,000. And you sit down and decide on a comfortable

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spend to win that specific sale. Let's say that

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comfortable amount is $400. Then your allowable

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cost per sale is simply $400. That becomes your

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magic number, your infinite ceiling. As long

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as each new customer costs less than $400 to

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acquire, there's absolutely no limit. You can

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and should scale your ad spend indefinitely.

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But wait, if I'm a small business owner, an allowable

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cost per sale sounds great in theory. I still

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have a finite amount of cash in the bank to float

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those ads. Isn't unlimited scaling a bit of a

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myth for the little guy? It's a cash flow challenge,

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absolutely. But the principle... remains critical

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you turn a limited marketing mindset into a ruthless

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roi machine if a channel brings in customers

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below your acps you funnel every available dollar

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there if it gets more expensive you pull back

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instantly This agility is crucial for early platforms.

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They almost always deliver incredibly low -cost

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leads before they get totally saturated. What

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happens to companies that stubbornly cling to

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their fixed annual budgets? They move way too

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slowly. They wait for committee meetings. They

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wait for next quarter's budget allocations to

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be approved. And by then the whole landscape

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has shifted. They spend months getting approvals

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while the low -cost early opportunity completely

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vanishes. Exactly. The golden window passes them

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by entirely. You absolutely need your ACPS calculated

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before you write a single AI ad. Beta will be

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right back. Sponsor, mid -roll sponsor, read

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placeholder. And we are back. That low friction

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mental shift naturally leads us into step two.

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The actual practical ad framework you need to

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use here. Here is something incredibly reassuring

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amid all this new tech. The core fundamentals

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of direct response advertising haven't changed

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in decades. Human psychology remains exactly

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the same. It's fascinating. A 1980s newspaper

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ad structure works perfectly on ChatGPT in 2026.

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The delivery mechanism is entirely new. But the

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underlying psychological triggers are identical.

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Max outlines a simple four -part ad framework.

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Hook, value proposition, credibility, and call

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to action. Let's unpack those. First up is the

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hook. It's usually just one sentence. Its only

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job is to stop someone mid -scroll. It must forcefully

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make them read the very next line. You can categorize

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every single effective hook into three distinct

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types. Pain, prize, or process. A pain hook targets

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a deep frustration or an unmet need. Something

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like, are you frustrated? You're not losing weight

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even though you go to the gym four days a week.

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A prize hook targets a strong desire or a future

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outcome. Would you like to get into the absolute

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best shape of your life before summer? And a

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process hook offers a very specific solution

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or method. The 12 -week metabolic system that

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gets busy professionals fit. You pick one of

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those angles for each ad. These are deep, proven

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patterns in human psychology. They always work.

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Next is your value proposition. You must answer

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three specific things clearly. What do you do?

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For whom do you do it? And what is the exact

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measurable result? For example. We help B2B software

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business owners scale their revenue by building

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automated outbound sales teams. It must be totally

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instantly clear. If a reader has to reread that

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sentence to understand it, you need to rewrite

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it. Third is credibility. This isn't about boasting

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about how long you've been in business. It's

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about quickly proving you actually know what

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you're doing. You can use raw numbers. Oh. Total

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client served or actual revenue generated. You

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can use direct quotes and testimonials from real

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customers. Or you can use borrowed credibility.

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Even citing a single solid peer reviewed study

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related to your method is incredibly valuable.

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I look at building this framework like stacking

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Lego blocks of data to build a frictionless profile.

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That's a great way to view it. But the final

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piece is the call to action. The CTA. This specific

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part will literally make or break your chat GPT

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ads. This is where chat GPT ads become genuinely

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different from those legacy platforms we discussed.

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On Google or Facebook, the CTA almost always

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takes users to a completely different page. It

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bounces them out to a different website. It feels

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like a totally different context. You're opening

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a different tab, shifting into a different emotional

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state. But on chat GPT, users are already deeply

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engaged in a conversation with the AI. They're

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in a highly focused problem -solving mode. Why

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is sending a user to a traditional website a

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massive mistake here? Because it creates instant

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jarring friction. You're abruptly pulling them

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out of their current flow. A generic website

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feels clunky compared to a fluid AI chat. Taking

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users out of their focused AI problem -solving

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flow feels like a downgrade. It really does.

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So you need unique, platform -specific CTAs.

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The guide outlines three winning approaches tailored

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for this specific environment. Number one is

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called the human conversation. you deliberately

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position human experience as the exact gap that

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ai simply cannot fill you say something like

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chat jpt can provide the basic answers but it

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can't share real world nuanced experience let's

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talk it naturally positions human connection

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as the logical next step number two is the custom

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ai experience you meet the user right where they

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already are deep inside an ai environment you

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offer them a better more specialized ai tool

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specifically tuned for their problem. You don't

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ask them to leave AI entirely. You just ask them

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to use your better AI. It's an incredibly easy

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yes. Far easier than dissecting them to read

00:13:17.799 --> 00:13:20.779
a static website page. And number three is the

00:13:20.779 --> 00:13:23.879
in -app purchase. Sam Altman has publicly discussed

00:13:23.879 --> 00:13:26.659
making transactions natively possible directly

00:13:26.659 --> 00:13:30.100
inside ChatGPT. It's very similar to how TikTok

00:13:30.100 --> 00:13:33.039
shop keeps users completely inside the platform

00:13:33.039 --> 00:13:36.190
ecosystem. They can swipe. Browse and complete

00:13:36.190 --> 00:13:38.330
a purchase without ever leaving the chat window.

00:13:38.529 --> 00:13:41.029
This natively converts at a fundamentally higher

00:13:41.029 --> 00:13:44.960
rate. is basically zero you should honestly start

00:13:44.960 --> 00:13:46.639
building lightweight products for this right

00:13:46.639 --> 00:13:49.360
now simple quizzes or deep assessments work perfectly

00:13:49.360 --> 00:13:51.740
they naturally lead to personalized recommendations

00:13:51.740 --> 00:13:53.899
they're incredible for generating high quality

00:13:53.899 --> 00:13:56.879
leads here absolutely low friction is the ultimate

00:13:56.879 --> 00:13:59.440
key to this platform that low friction environment

00:13:59.440 --> 00:14:01.940
ties directly into who actually wins here because

00:14:01.940 --> 00:14:04.559
it isn't the massive faceless corporations anymore

00:14:04.559 --> 00:14:07.779
right it's the individual the personal brand

00:14:07.779 --> 00:14:10.419
imperative is our third step Personal brands

00:14:10.419 --> 00:14:13.039
are completely destroying traditional business

00:14:13.039 --> 00:14:16.480
brands on ChatGPT. There's a very simple underlying

00:14:16.480 --> 00:14:19.500
technical reason for this shift. ChatGPT was

00:14:19.500 --> 00:14:22.000
primarily trained on the open internet. And the

00:14:22.000 --> 00:14:24.840
internet is overwhelmingly filled with content

00:14:24.840 --> 00:14:28.179
generated by individual humans. Logs. chaotic

00:14:28.179 --> 00:14:31.120
social media posts, detailed articles, and long

00:14:31.120 --> 00:14:34.159
-form expert interviews. It wasn't trained heavily

00:14:34.159 --> 00:14:36.679
on dry corporate press releases. It fundamentally

00:14:36.679 --> 00:14:39.039
doesn't care about polished, sanitized brand

00:14:39.039 --> 00:14:42.259
campaigns. As a result, the ChatGPT model naturally

00:14:42.259 --> 00:14:45.139
tends to recommend and reference people. It actively

00:14:45.139 --> 00:14:47.759
recommends individual experts. It frequently

00:14:47.759 --> 00:14:50.120
cites individuals who maintain a highly visible

00:14:50.120 --> 00:14:52.840
online presence. On the other hand, faceless

00:14:52.840 --> 00:14:55.399
corporate companies are doomed. If your company

00:14:55.399 --> 00:14:57.799
just has a polished website, and absolutely no

00:14:57.799 --> 00:15:00.159
distinct human voice, you're nearly invisible

00:15:00.159 --> 00:15:02.720
to the system's logic. The guide mentions multiple

00:15:02.720 --> 00:15:05.419
rigorous tests on this. The exact same marketing

00:15:05.419 --> 00:15:08.440
message delivered by a recognizable person consistently

00:15:08.440 --> 00:15:11.600
outperforms the generic brand account. The performance

00:15:11.600 --> 00:15:14.259
gap isn't small either. How does a traditional

00:15:14.259 --> 00:15:17.580
behind -the -scenes business owner actually become

00:15:17.580 --> 00:15:20.440
visible to this model? You have to deliberately

00:15:20.440 --> 00:15:23.940
step out of the shadows. You must actively create

00:15:23.940 --> 00:15:27.940
a strong, traceable digital footprint. Publish

00:15:27.940 --> 00:15:31.100
consistent, opinionated content so the AI recognizes

00:15:31.100 --> 00:15:34.200
and cites your specific expertise. Yeah, and

00:15:34.200 --> 00:15:36.360
you don't need to go massively viral. You just

00:15:36.360 --> 00:15:38.460
need enough consistent visibility. When someone

00:15:38.460 --> 00:15:41.179
asks ChatGPT about your specific niche, your

00:15:41.179 --> 00:15:43.840
name needs to be in the training weights to come

00:15:43.840 --> 00:15:46.029
up. The window for this specific opportunity

00:15:46.029 --> 00:15:48.509
is wide open right now. But history tells us

00:15:48.509 --> 00:15:50.769
it won't be open for long. The cheap early mover

00:15:50.769 --> 00:15:53.149
advantage on Google and Facebook is totally gone.

00:15:53.350 --> 00:15:56.250
Right now is the precise time to build that personal

00:15:56.250 --> 00:15:59.389
AI presence. Let's recap the big idea we've unpacked

00:15:59.389 --> 00:16:01.870
today. The third great window of digital advertising

00:16:01.870 --> 00:16:04.529
is wide open. We're looking at a staggering scale

00:16:04.529 --> 00:16:07.870
of 900 million weekly users. That massive audience

00:16:07.870 --> 00:16:11.950
is combined with a $60 CPM. And crucially...

00:16:12.399 --> 00:16:15.000
It features deep contextual memory that spans

00:16:15.000 --> 00:16:18.019
months. Early movers who fundamentally abandon

00:16:18.019 --> 00:16:20.799
rigid fixed budgets for an allowable cost per

00:16:20.799 --> 00:16:23.940
sale will win. They absolutely will. Especially

00:16:23.940 --> 00:16:27.320
those agile enough to utilize frictionless in

00:16:27.320 --> 00:16:30.519
-app CTAs. And the individuals who boldly step

00:16:30.519 --> 00:16:32.899
out from behind faceless corporate logos will

00:16:32.899 --> 00:16:35.440
win disproportionately. So here is what you need

00:16:35.440 --> 00:16:38.639
to do today. Take immediate action. Calculate

00:16:38.639 --> 00:16:41.299
your allowable cost per sale right now. Figure

00:16:41.299 --> 00:16:43.740
out your magic number today. Start aggressively

00:16:43.740 --> 00:16:46.279
building those lightweight quizzes or assessments.

00:16:46.600 --> 00:16:48.779
Capture those early leads before the market completely

00:16:48.779 --> 00:16:51.500
saturates. Remember that opening historical story?

00:16:51.720 --> 00:16:53.340
Don't be the business owner paying five times

00:16:53.340 --> 00:16:55.399
more a few years from now. Don't miss out on

00:16:55.399 --> 00:16:57.419
the arbitrage just because you waited to see

00:16:57.419 --> 00:16:59.480
if the shift was real. It's happening right now.

00:16:59.659 --> 00:17:03.500
Beat. If an AI deeply understands our 2 a .m.

00:17:03.500 --> 00:17:06.200
struggles, our exact vocabulary, and our emotional

00:17:06.200 --> 00:17:09.680
state to service the absolute perfect ad? Two

00:17:09.680 --> 00:17:12.680
sec silence. At what point does perfectly targeted

00:17:12.680 --> 00:17:16.200
marketing cross the line into psychological manipulation?

00:17:16.819 --> 00:17:19.220
Something to think about. Out Hero Music.
