You've already done this. Probably this week.
You asked one of those AI tools something. Where to eat, what to buy, who to call, what's actually wrong with the thing that's broken. And it didn't hand you a page of results to sort through yourself. It just told you. One answer, maybe a name in it.
You didn't think twice about it. It felt normal, because it was fast and it worked. Most people never notice the moment something normal changes underneath them. You only see it years later, looking back, wondering when it stopped being strange.
I want you to actually stop and notice it, because it's the whole reason I wrote this.
Here's the thing most people miss. This isn't the first time the ground moved under how people find and buy things. It's happened before, a handful of times, and each time it was real, not noise, and each time the people who saw it early did fine and the people who waited paid for it.
Before Google, before any of it, finding a business meant a phone book, a corkboard, somebody who knew somebody. If you didn't have the connection, you were mostly stuck. Then search arrived, and for the first time you could just ask, typing a real question and getting back everyone who might answer it. That was a genuine break from what came before. It happened once, and every search engine since, Google, Bing, all of them, was the same move underneath. Ask, get a list, pick.
Then a company called Amazon decided the whole act of shopping could live inside one search box of its own. You searched inside a store instead of across the open web, with reviews doing the vouching a shopkeeper used to do in person. That was a second real shift, this one just for buying things, and it stuck hard enough that a lot of shoppers now start looking for a product there before they ever open Google.
Then, 2015. Google announced, out loud, in advance, that it would start burying sites that weren't built for phones. The press called it Mobilegeddon. The people who moved early sailed through it, and the people who waited for proof paid full price for the same work, under pressure, behind everyone else.
Every one of those was the same signature. Not hype. An actual different thing a person started doing, that never went back to the old way once it arrived.
And now, a fourth. Somebody asks, and the machine just tells them. Often one name and no list at all, sometimes a short handful woven into a single answer, but either way it does the choosing, not you. The looking and the choosing used to be two separate jobs. You did both yourself, every time, without ever thinking of it as two jobs. Now a machine does both, and reports where it landed.
And here's what makes it real instead of theoretical. Every single time one of these things gets asked a question and hands back a name, that's not a hypothetical, that's an actual event. A real business just got chosen, right then, for a real person about to spend real money. And it's happening constantly, all over the world, to completely different questions in completely different corners of life. Somebody's dog that won't stop limping. Somebody's leaking roof. Somebody's kid who needs a math tutor before finals. Every single one resolves to a name, or it doesn't, and there's nothing in between. It isn't a slow drift you can feel happening. It's thousands of small, real, already decided outcomes, happening at once, right now, and each one has a winner.
Now let me be careful about what I'm claiming, because the difference is the whole book.
I am not telling you search is dead. It isn't. Most people still look things up the old way, every single day, and they will for a long time yet. Anybody who tells you nobody searches anymore is selling you something, and you should trust the rest of what they say a little less for having said it.
Here's the true version, and it's smaller and quieter and honestly a little scarier. A piece broke off. A real slice of people stopped searching and started asking. How big is that slice right now, today? I don't know. Nobody really does, and the ones throwing out confident numbers are guessing and putting a suit on the guess. I'm not going to do that to you. I don't need a scary number. I need you to see the shape of the thing, because the shape is what's new, not how big it's gotten yet.
Before we go further, let me tell you plainly who this book is for, and who it isn't, because I would rather lose you on page one than waste your evening.
This is for the operator. The person who actually runs a real, established business. You've got a few years behind you and real revenue coming in the door, a team or a crew or a warehouse, customers who already know you. You might sell online, you might sell across a region, you might do both. What you have in common with every other reader I wrote this for is that the quality of your work is real, you've built something that already works, and you have quietly suspected for a while that being genuinely good at it isn't translating into being found the way it should. This book is for you whether you're the one who's been losing ground to louder competitors despite doing better work, or the one who's already doing well and can feel the ground moving and wants to still be standing when it settles.
It is not for everyone, and I won't pretend otherwise. If you're looking for a trick, a growth hack, a way to game your way to the top of the answer without doing the actual work, this is going to frustrate you, and you should put it down now with my blessing. There isn't one in here, because there isn't one out there, and a big part of this book is explaining exactly why. If you want fast and easy, I'm the wrong guy. If you want clear and true, even when clear and true is more work than you hoped, stay. That's the whole deal between us, and it starts right here.
And here's the part that finally got me, the guy who doesn't get excited, a little excited. The old way could be bought. The biggest budget and the loudest voice usually won, whether they deserved it or not. This new thing is a lot harder to fool. It's actually trying to figure out who's worth recommending. Which means, for one strange little window, doing the real thing, being genuinely good at what you do, is the winning move again.
If that's you, if you've been doing right by people and quietly wondering why it wasn't adding up to more, this might be the best news you've had in a while. And if you're already doing well, it's how you stay there while the ground moves under everyone else too.
I remember the exact question. Not a broad one, a specific one, the kind a real customer actually types when their pet won't eat and they're a little scared. Something like, my ball python hasn't eaten in three weeks, is that normal or should I be worried.
I typed it into one of the AI tools mostly to see what it would say, the way you glance in a mirror walking past one. It answered in a few plain sentences and then it named a place. Told a total stranger exactly where to go.
It wasn't me.
I sat there a second longer than I meant to. Not because the answer was wrong, I have no idea if it was wrong, that's not even the part that got me. It was that there was no list, no page of ten options for me to be buried somewhere on. Just one name, handed to a stranger with a scared ball python, and it wasn't mine, after years of being exactly the guy who'd know that answer cold.
That was the moment this whole book actually started, though I didn't know it yet. Here's the business I was standing in when it happened.
My business sold feeder insects. If you've never had a reptile, that's the live food, the bugs and worms people buy to feed their reptiles and frogs and birds and fish. Crickets. Roaches. Hornworms. Silkworms. Superworms. Mealworms. Springtails and isopods, the little cleanup crews people put in the bottom of a terrarium. And all the supplies that go with keeping that stuff alive. It is not a glamorous corner of the world, I'll be the first to admit it. But it's a real one, with real money moving through it and real people who care a great deal about getting it right, because there's a living animal on the other end of the decision.
And it's old. This industry has been around a long time, long before I showed up to it. There were a few big, established suppliers who basically owned the space, the names everybody in the hobby already knew, the ones who came up first when you went looking, the ones with the customers and the reputation and the years behind them. They'd been doing this since before I knew a hornworm from a superworm. They had the trust that only comes from just having been there forever, being the safe answer, the one your buddy at the reptile expo tells you to go with.
And then there was me, new and small, walking into a room where everybody already knew everybody, where the big names had a decade or two head start, trying to figure out how on earth a nobody takes business from people who've owned the place that long. That was my seat. So when I tell you what I eventually figured out, I need you to understand it didn't come down to me from some mountaintop. It came up from the bottom of the table, from a guy squinting at the giants and trying to find one crack he could get a finger into.
And I want to be honest about what that actually feels like, day to day, because if you're the small one in your own world you already know and I don't need to tell you, and if you're not, you should understand it. Being the new guy against entrenched names is a grind that wears on you in a specific way. You do everything right and it still feels like shouting into a stadium where everybody's already cheering for someone else. The big names get the benefit of the doubt you have to earn twice over. When a customer's deciding between you and the established name, the established name doesn't have to be better. It just has to be not obviously worse, because it's the safe pick, the one nobody gets fired for choosing. You're the risk, and they're the default. And every day you're paying, one way or another, just to be considered at all, paying in ad spend, in hustle, in nights, in the slow expensive work of convincing one more person you're worth a shot. The giants aren't paying that tax. They paid it years ago, and now they collect it from people like me.
So I was always, always looking for the crack. The angle. The thing the giants were too big or too slow or too comfortable to do, that a hungry small guy could do better. That's the headspace I want you to put yourself in, because it's the headspace I was in when the whole thing finally cracked open. Not a guy on top looking for the next win, but a guy at the bottom looking for any way up at all.
Now, there's one thing about how I run a business that you have to know early, because the whole story turns on it. I don't bet everything on one thing. I never have, and I never will, and I'll tell you exactly why.
In marketing especially, putting all your weight on a single channel is how you wake up one morning out of business through no fault of your own. It happens constantly, to good people who did nothing wrong. The thing that was working just… stops. A platform quietly changes a rule. A cost that was fine on Monday doubles by Friday. An algorithm shifts in the night and the traffic that fed your whole company is simply gone when you wake up, and there's no one to call and nothing to appeal. If that one channel was your entire game, you're done, and the cruelest part is you didn't make a single mistake. You just stood on one leg, and somebody kicked it.
So I never stand on one leg. I always run more than one thing at a time. Some ads over here, some ads over there, this channel, that channel, a few different engines turning at once, so that if one of them sputters, the others keep me moving while I sort it out. People call it diversifying, which sounds like a finance word. I think of it more like a fighter keeping his feet apart. You want a base wide enough that one shove doesn't put you on the floor. Especially now, in a world that changes this fast, that's not me being cautious. That's me trying to still be standing next year.
So that's how I was running the feeder business. More than one horse, on purpose, always. And for a good while, the horses were doing exactly what horses are supposed to do.
Facebook was humming. Google was dying.
Facebook was humming. I was spending real money over there, north of a thousand dollars a day, and it was working the way you dream of it working. The money went in one end, customers came out the other, and the math in the middle made sense. I wasn't losing sleep over Facebook. Facebook was the good horse.
Google was a different story. Google was dying on me. And I don't mean it was a little soft. I mean Facebook was bringing back something like three or four times what Google was for the same money, and Google had gotten so expensive that a lot of the customers it did manage to bring in cost me more to win than they were actually worth. I was paying premium prices to slowly lose money. On a spreadsheet it looked like a slow leak in a tire, the kind where you keep topping it off and telling yourself it's fine.
And that did not sit right with me. Not because a channel was underperforming. Channels underperform all the time, that's just Tuesday, and a guy who runs more than one horse is used to one of them having an off month. It didn't sit right for a deeper reason, and it gnawed at me the way a wrong note gnaws at a musician. The same kind of customer, looking for the same kind of thing, was worth three or four times as much coming through one door as the other. That's not a small gap you shrug off, that's a flashing light. Same product, same prices, same business on the other end, and yet the two roads to my door had completely different math. When something that lopsided shows up in a business you know cold, it's not telling you to work harder on the bad channel. It's telling you something underneath has changed, and you'd be a fool not to go find out what. Which is the part I have to explain next, or none of this makes sense.
And I'm the guy who's supposed to be great at this
I need to tell you something here, and it's not to brag, because in a second you'll see it's almost the opposite of a brag. It's just that the story doesn't land without it.
I am good at Google. Genuinely, seriously good. Between my own businesses and the companies and clients I've run marketing for over the years, I've spent well into the tens of millions of dollars on Google ads. That's not a number I throw around to impress you. It's the whole reason this moment mattered. When you've personally moved that much money through a single channel, year after year, you know it the way a mechanic knows an engine by the sound it makes. You know what healthy looks like, and you know what broken looks like. And most important, you know the difference between 'I made a mistake' and 'something else is going on here that isn't about me.'
This was the second kind, and I knew it almost immediately, and that's exactly what bothered me. I wasn't fumbling rookie settings. I wasn't guessing. I know this channel cold, better than almost anyone, and it still wasn't behaving the way every year of my experience said it should. And when the thing you're genuinely great at stops working in your hands, you've really only got two choices. You can blame the tool. Google's broken, the platform's gotten greedy, it's not my fault. A lot of very skilled people pick that door, because it's comfortable and it lets you stop thinking. Or you can swallow your pride and go figure out what you're missing. Blaming the tool is easier. It's also exactly how you get left behind, standing there being excellent at something that stopped mattering. So I went looking.
And I'll tell you, there's a particular kind of unease in being world class at something while it dies under you. It's not like being bad at something. Being bad is uncomfortable but at least it makes sense, you know what to fix. This was the opposite. I was doing everything right, by every standard I'd spent years and millions building, and getting worse results anyway. That's disorienting in a way that's hard to describe. Your expertise, the thing you're proudest of, the thing that pays your bills, starts feeling like a beautifully made key that no longer fits the lock. And you get a choice in that moment that I think a lot of skilled people get and most of them flunk: you can clutch the key tighter and curse the lock, or you can admit the lock changed and go find out what the new key looks like. Clutching the key feels like loyalty to your own hard work. It's actually just pride wearing a disguise. I've watched genuinely brilliant marketers ride a dying channel all the way down because they couldn't stand to admit the thing they were best at had stopped being the thing that mattered. I did not want to be that guy.
And here's the thing about me. I don't just want a patch. I didn't want to twiddle a few settings and squeeze out a slightly less awful month. I wanted to actually understand what was happening underneath, and ideally to come out the other side with something better than I had before.
So I went hunting on a few fronts at once. I wanted to figure out how to do this the smart way, at scale, the programmatic way, where you're not hand cranking one keyword at a time like it's 2009, but actually building something that works across the whole board at once. I wanted to really know what was moving the needle and what was just noise dressed up as activity. And I should tell you where my head already was at this point, because it changes everything that comes next: I was already living in AI. Not as a tourist who'd poked at it once. I was using these AI tools across the entire business, every day, for everything.
And I wasn't just using them. I was building with them. I was wiring together my own content and SEO tools, things that could take what I knew about feeders and turn it into pages and answers at a speed no human could match by hand. I was building little automations for the feeder operation itself, the unglamorous back office stuff that ate my week. Anything I could hand off to a machine, I was teaching a machine to do. Half of it was held together with tape and good intentions, the way your own tools always are. But the point is I wasn't standing outside this AI thing wondering whether it was real. I had my hands inside the engine, every day, getting them dirty. By the time the rest of the world started arguing at dinner parties about whether AI was going to matter, I'd already been building with it long enough to have opinions about what it was bad at. It wasn't a headline to me. It was just how I worked, the same way a pencil is just how a writer works.
So picture the actual scene, because it matters. A guy who's supposed to be world class at the old channel, watching it die for reasons that aren't his fault. Already neck deep in AI tools all day long, already building with them, already comfortable in a place most people hadn't set foot yet. Going looking, half frustrated and half curious, for a smarter way to win. That's the setup. That's the guy sitting at the desk on the afternoon the whole thing finally dawned on him. And it dawned on him precisely because he was already standing inside the tools, not reading about them from across the room.
Then I saw how many questions there really were
I wasn't shocked that AI was changing search. I told you that part already. I'd felt that coming before most people, because I was in these tools every single day and you can feel the ground move when you're standing right on it. That wasn't the lightning bolt.
The lightning bolt came sideways, the way the real ones do, while I was just thinking about my own catalog one day. Because here's the thing about feeder insects that nobody outside this strange little world ever stops to think about. Every single one of them is right for some animals and wrong for others. It is not one size fits anything. Hornworms are great for one situation and a bad idea in another. A baby tarantula needs something completely different from a grown one, different bug, different size, different frequency, the whole thing changes as the animal ages. A fire bellied toad that's suddenly stopped eating is its own puzzle with its own answer. A dart frog in a planted tank wants springtails and isopods working as a little cleanup crew while something else does the actual feeding. A picky reptile that turns its nose up at the usual thing needs a specific mix to tempt it back.
And it's never just one bug per animal, which is the part that got me. It's combinations. This feeder plus that one, in this ratio, for this animal, at this age, in this situation. Change the animal and the whole answer changes. Change the animal's age and it changes again. A baby needs gut loaded softer feeders in one rhythm; the adult of the same species wants something else entirely. Then layer on everything else people actually type when they're standing in their kitchen worried about a pet. The straight comparisons: this worm versus that worm, which one's better for my situation, is the cheaper one actually fine or am I cutting a corner I'll regret. The problem questions: my tarantula stopped eating, my toad's ignoring the bowl, what do I switch to. The location questions: what works if I'm somewhere the usual option is hard to get, or won't survive a summer shipping route, or isn't legal to keep. Comparisons stacked on combinations stacked on problems stacked on places.
And sitting there one ordinary afternoon it just hit me how many real questions that actually is. Not ten, not a hundred, but thousands. Every animal, every age, every combination, every 'my tarantula won't eat, what do I do,' every 'which of these two is better for my exact situation,' every 'what do I feed this thing where I live,' every single one of those is a real question a real person is typing into one of these machines right now, tonight, hoping a trustworthy voice will just tell them the right answer so they don't hurt the animal they love. And almost nobody had written the genuinely good answer to most of them. The big suppliers had a product page. Nobody had the answer.
And that's when the actual thought landed, the one this whole book grew out of. What if I could be the one who answers all of them? Not ten of them, all of them. Something that went deep on every single one of those thousands of combinations and comparisons and situations, really deep, genuinely useful, the actual right answer, so that no matter how specific the question got, no matter how strange or particular the animal or the situation, I'd already answered it, better than anyone, before they even thought to ask.
It sounded a little crazy even inside my own head. I was a guy selling worms out of a corner of a market the big names barely glanced at. But what I was picturing was the reach of an operation a thousand times my size, like having hundreds of people on staff who did nothing all day but write the deep, true, careful answer to every feeder question a human being could possibly have. The kind of place that simply has the answer to everything, in my one narrow corner of the world. Could a nobody like me actually build that?
And the second I let myself take that seriously, the strategy underneath it sat me straight up in the chair. Because if the machine is the thing choosing who to put in front of all those people, it isn't choosing the biggest. It can't be. It's choosing whoever actually has the best answer to the exact question somebody asked. And the giants could never have the deep answer to every one of those thousands of specific combinations, because to them feeder insects were one tiny category buried under ten thousand other things they sold. They were never, ever going to sit down and write the genuinely great answer to 'what's the right feeder mix for a juvenile box turtle that's gone off its food.' But I would. To me that wasn't one question out of ten thousand. That was my whole life. The game had quietly reshuffled, and a reshuffle is the only time the new guy at the bottom of the table ever gets dealt a real hand.
Found was the old game. Picked is the new one.
Let me put plain words to the thing it took me that whole drive home to work out, because it's the hinge everything else swings on.
For as long as any of us have been trying to get a business in front of people, the game had a name, even if we never said it out loud. The game was getting found. You climb the list. You do the thousand small things that nudge you up the page, so that when somebody goes looking, there you are, high enough that maybe they spot you and maybe they click. The whole fight, start to finish, was about your spot on the list. Get onto it, climb it, and don't get buried under the people above you. That is the game I had spent tens of millions of dollars learning how to win.
The way most people still think about all of this, right now, is just some flavor of getting found. How do I show up. How do I rank. How do I claw my way higher on the list so more people see me.
That stranger I kept running into in my own searches. They didn't get found, because there was no list to climb and nothing to claw up. They got picked.
And those are not two flavors of the same thing. They're different games with different rules. Getting found is fighting your way onto a menu and praying the customer's eyes happen to land on your line before they decide. Getting picked is the machine reading the entire menu for the customer, throwing almost all of it out, and handing over just two or three names it has decided are genuinely worth that person's time, saying your name, out loud, to a stranger, when you're not even in the room to make your case. You do not climb your way onto that short list. There is no climbing. You earn your way onto it by being, genuinely, one of the few worth naming.
Let that difference really sink in, because it flips the whole board. In the getting found game, more was always better. More pages, more keywords, more spots on more lists, more visibility anywhere you could grab it. It was a volume game, a real estate game, a game of getting everywhere and hoping. The whole thing rewarded spread. And spread is exactly what money and size buy you, which is why the big guys won it. In the getting picked game, more spots on a list mean nothing, because there is no list. There's an answer, and either you're in it or you're not. Being on page four of a thing that no longer exists is worth precisely zero. Being one of the two names the machine actually says is worth everything. The game stopped rewarding how much ground you cover and started rewarding whether you're the best answer to the exact thing somebody asked. Those reward completely different things, and the second thing, for the first time, is a thing the little guy can actually be best at.
That's the whole shift, sitting in one stranger showing up in my own search where I didn't expect them. Not bigger, not louder, not higher on a list. Just… picked, because on that exact question they were the best answer, and the machine went and found the best answer instead of the biggest name. I couldn't stop turning it over. Because if that was really how it worked now, then everything I thought I knew about who wins and why had just quietly turned upside down.
And picked is a game the new guy can win
Here's why that little realization sat me up so straight, and why I think it should do the same for you, especially if you're the small one in your world.
The old game rewarded exactly the things I didn't have and the old guys did. Years, budget, brand, the benefit of just having been there forever. I could spend my way into it. And I did, that's what the Facebook money was. But spending my way in is renting, and renting has a cruel catch. You pay every single day to stay visible, and the moment you stop paying, you vanish like you were never there. That's the new guy's whole problem in one sentence: in the old game, the deck is stacked for whoever's been holding the table the longest, and the best a newcomer can do is rent a chair by the hour and hope to outlast his own bank account.
Getting picked doesn't work that way, and that's the whole hope of it. The machine isn't counting your years. It isn't impressed by your logo or how long your company's been around. As far as I could tell, it was checking one thing, the one thing the old guys couldn't buy their way around: do you actually have the best answer to this exact question, or don't you. And the giants, for all their money, mostly didn't, because they were a mile wide and an inch deep, selling everything, deep on nothing. The small operator who lives and breathes one narrow thing, who's gone all the way to the bottom of it because it's all he does? That operator suddenly has exactly what the machine is hunting for, and all the budget in the world can't conjure it up overnight.
Now, I want to be straight with you, because this whole book runs on me being straight with you, and this is the spot where a lesser book would lie. I did not ride this beautiful realization to some grand victory over the giants and then write a book about my trophy. I ended up winding the feeder business down. Part of it was a choice, and part of it was that the breeding side simply couldn't keep pace with how fast the rest of it needed to grow. You can only grow live insects so quickly, it turns out, and the business was outrunning the bugs. So I closed that chapter. And I took what I'd seen, this whole realization about getting picked, about answering everything, about the door that had cracked open for the small and the deep, and I went off to build the thing it had pointed me toward in the first place.
So what I'm handing you is not a trophy. It's the door I saw open. The one I'm certain is open, because I was standing right in front of it with my hand on the frame, looking through. The new guy finally has a real hand to play. That's not a promise that you'll win. It's something better and more honest than a promise: it's the first time in a very long time that being genuinely good, and going genuinely deep on your one thing, is enough to get you a seat at the table at all.
So how does it decide who to pick?
Which lands me right back on the question I drove home with that day, the one I genuinely could not put down, the one this entire book is really an answer to.
Why them? Why did the machine reach past the giant and pick the small, unknown one? What did it actually see? Because it wasn't random, and it wasn't a coin flip, and it wasn't magic. The machine looked at something specific, weighed something real, and decided this name was worth handing to a person who was about to spend their money and trust. So what was it looking at? What is it weighing, every time, when it picks one name and skips the one sitting right next to it?
Standing there in my own business, watching it happen, I had a feeling about the answer. But a feeling isn't worth anything to you. I could tell you 'they just had good vibes' and you couldn't do a single useful thing with that. So I didn't stop at the feeling. I went and worked out what the machine was actually responding to, what it checks, what it trusts, what makes it believe one source and skip another, and that is most of the rest of this book, laid out in plain words, step by step, the way I eventually came to see it myself.
But I'm not going to just tell you, and not yet, because you don't have to take my word for any of this and you shouldn't. You barely know me. You've got a stranger of your own. Right now, today, there is a business getting picked in your corner of the world that you wouldn't have bet on, a name the machine is handing your customers that you wouldn't have put on your own list. You just haven't gone looking for them yet.
So before I tell you what I found, let's go find yours.
That is the Introduction and Chapter 1, exactly as they appear in the book.
Who the AI Picks continues for another ten chapters.