YouTube2Text

I Asked AI for a Money-Making Website (It Built One in Minutes) — Transcript

by Chris Koerner on The Koerner Office Podcast · 4,442 words · 249 segments · language en · Watch on YouTube

Full transcript

  1. 0:00Some businesses were here before AI and they're  going to be here long after AI. And one of those
  2. 0:04is a boring old directory site. And if you don't  know what a directory site is, they're sites that
  3. 0:09look like this or this or even ugly ones like  this. I'm going to build one of these today
  4. 0:13using an AI tool that will pit a bunch of AI  models against each other so I can be sure that
  5. 0:19I'm getting the best one. Not just that, but I'm  going to ask the AI tool, which type of directory
  6. 0:24should I even build? because I don't know what  type of directory is the most likely to get a lot
  7. 0:29of traffic, therefore make me a lot of money. I'm  going to use this tool to do all of that. It used
  8. 0:33to take a developer months worth of work, even to  build a simple directory website, but today we can
  9. 0:38do that in minutes. And believe it or not, there  are still a zillion directory opportunities out
  10. 0:43there because there's so many niches that people  aren't even thinking about. What I love about
  11. 0:47directories is that once they're built, they're  quite passive. They basically run themselves.
  12. 0:51You can monetize with ads, subscriptions, or you  can collect leads organically and sell them to the
  13. 0:56businesses that are listed on the directory site.  But enough talking. Over the next few minutes,
  14. 1:00I'm going to build one live, share my screen,  show you the prompts, show you how to do it,
  15. 1:04connect payments, and publish it to the internet  all throughout the course of this video.
  16. 1:11So, to start, we're going to go to this website  right here, chatlm.abacus.ai. This is the tool
  17. 1:17that enables us to use all the different models  in one chat interface. and even make them compete
  18. 1:22against each other so we can be sure to get  the best output. The link to this is in the
  19. 1:25description, by the way. So, we're talking chat  GPT 5.6, Opus 4.8, Gemini 3.5, Grock, DeepSeek,
  20. 1:32and a bunch of other models you've probably never  heard of. And we can access any of them just by
  21. 1:35hitting this dropown, going to chat, and then we  go to this dropown and picking the one that we
  22. 1:40prefer. Or we just pick route LLM, and that will  automatically make all of them compete against
  23. 1:46each other and just give us the best possible  output. Now, if we want this tool to be an AI
  24. 1:50agent to go out and use these models and actually  do stuff for us, then we're just going to hit this
  25. 1:54dropown and click agent. And it costs about 10  bucks a month, which is less than what any of
  26. 1:59these individual tools would charge you for the  same pro models that you get right here. Okay,
  27. 2:03but we're going to start with the old standby,  which is chat GPT 5.6. Boom. Right there. Here's
  28. 2:09my prompt. What's an underserved local directory  niche I could build and monetize? Give me one
  29. 2:13specific niche, who pays for it, and how it  makes money. Okay, super fast. commercial
  30. 2:18kitchen equipment repair directory. Not anything  I would ever think of, but for some reason,
  31. 2:22Chad GBT is seeing signals out there that tells it  that this is an underserved niche directory idea,
  32. 2:27but we're not content with this. We're going to  give it the same prompt. We're going to paste
  33. 2:30it. We're going to go Opus 4.8, which is one of  my favorites right now. Same prompt. Hit enter.
  34. 2:36Estate cleanout and senior downsizing directory.  Never would have thought of that either. Now,
  35. 2:40let's go to my least favorite model right now.  Sorry, Google. Gemini 3.5. Same prompt. Hit
  36. 2:47enter and remember how I feel about these ideas  doesn't really mean anything. I haven't done
  37. 2:51enough research to know which of these three ideas  is the best. Okay. Gemini says aging in place and
  38. 2:56accessibility home modification directory. Another  very random one I never would have thought of. So
  39. 3:02commercial kitchen equipment from Claude. Claude  thinks this niche is attractive because it avoids
  40. 3:08the crowded generic local business directory.  That is true. Oops, sorry that was Chat GBT that
  41. 3:12said that. And Claude thinks the estate cleanout  directory is underserved because people that are
  42. 3:18searching for this tool are grieving, overwhelmed,  and time pressed, and they want a trusted short
  43. 3:24list not to vet 15 different companies. All  right, I like that. And then Gemini thinks
  44. 3:28that aging in place as a directory is underserved  because well, it didn't it didn't tell me why. So
  45. 3:34call it confirmation bias, but telling you I  don't really like Gemini. But hey, if it wins,
  46. 3:38it wins. Okay, let's pick a winner. So, we've got  one B2B directory, businessto business. That one's
  47. 3:43from Chad GPT. Commercial kitchen equipment repair  directory. It's not going to be consumer searching
  48. 3:48for that. So, I like that because it's higher  dollar value. You can usually make more money
  49. 3:52in business to business businesses, but it's also  harder to get traction there. It's harder to break
  50. 3:57through to a decision maker. That's the trade-off  that you make. And the other two directory ideas
  51. 4:01are consumer ideas. These are just individuals,  normal civilians, searching for these things,
  52. 4:06which typically make less money, but it's easier  to break through to consumers. There's no decision
  53. 4:10maker. You're talking directly to the person  that will be paying you. Okay? Call it bias,
  54. 4:15doesn't matter. I really like this estate  cleanout and senior downsizing directory
  55. 4:19the most. Maybe because I just have a good friend  that's making a lot of money going to estates and
  56. 4:26basically selling all the leftovers. So, an  estate sale will happen and there's always a
  57. 4:31bunch of stuff left over. and he will go in like  the day after it ends and say, "Hey, you know,
  58. 4:37all this stuff left over, I'll give you 200 bucks  for it." And usually they're just happy to get
  59. 4:40rid of it because what are they going to do with  it? They're going to have to list it individually
  60. 4:43on Facebook Marketplace. That's his whole niche  and he makes a lot of money doing it. He travels
  61. 4:47around the country doing that. So, we're all  biased creatures. I know that this is growing
  62. 4:51like crazy. There are 10,000 baby boomers retiring  every single day and their kids, their millennial
  63. 4:56kids like me, need to sell their parents stuff as  they unfortunately move on to the next life. So,
  64. 5:02I like Claude. I have a friend that's doing  this and I like selling to consumers more
  65. 5:06than businesses. But let's do one more step. I'm  going to go to trends.google.com. I'm just going
  66. 5:10to search for the phrase estate sale over the last  5 years. Okay, let's go 2004 to present. Okay,
  67. 5:16so it dropped from 2004 until about 2024 for some  reason. And now it's heading back up. I don't know
  68. 5:23why it would have been dropping. That's kind of  an interesting phenomenon that I didn't expect,
  69. 5:27but it's going back up. So, I like that. But while  we're pitting these models against each other,
  70. 5:32let's put Google Trends terms, search terms  against each other as well, side by side by side,
  71. 5:37so we can see what the demand shows on the search  side of things. Right here, I'm going to type in
  72. 5:42a much, much, much more niche term, commercial  kitchen equipment repair. Of course, there's a
  73. 5:48ton more people searching for the term estate  sale than commercial kitchen equipment repair,
  74. 5:53but we're still going to get an accurate view  of how all three of these terms are trending.
  75. 5:58So you can see this is basically not moving the  needle at all. There's very very few companies
  76. 6:04searching for this term. So it's probably not fair  to compare these against each other. Let's just
  77. 6:09search equipment repair. Okay, so that's trending  upwards. The red line right there. And then over
  78. 6:13here we're going to search aging in place. All  right, let's go ahead and delete the term estate
  79. 6:17sale so we can get a more accurate view of this.  So equipment repair is booming, but this could
  80. 6:22be heavy equipment repair. It could be anything.  But clearly, these two terms are both growing more
  81. 6:28than estate sale. But of course, it's not really  fair to do estate sale because we're not looking
  82. 6:34for people that are searching for an estate sale.  We're looking for people that are about to host
  83. 6:38an estate sale. So, I just searched for the term  how to host an estate sale. And the search volume
  84. 6:43basically went from nothing to 100 over the last  month or two. And if you search host estate sale,
  85. 6:48it looks the same. So, I realized I just went  back to the actual output from the prompt and
  86. 6:53we're talking about estate cleanout help. So, when  I searched for the phrase estate cleanout, it is
  87. 6:58the best looking chart that I've seen thus far  in all of the estate categories. Like, it's just
  88. 7:02looking really, really spicy right now. So, we're  going to stick with estates. So, here's my prompt
  89. 7:07now. Compile 20 real estate cleanout businesses in  the greater Dallas Fort Worth area. For each one,
  90. 7:14give the business name, category, phone, and a  oneline description. Put it all in a table. Now,
  91. 7:19very important that on this one I choose route  LLM because it's going to choose the best model to
  92. 7:24do the heavy lifting because this prompt is is a  much heavier prompt for lack of a better word than
  93. 7:29the ones that we had just done. Boom. Okay, so it  looks like we've got some junk removal businesses,
  94. 7:34some cleanout businesses, most the junk removal  businesses because honestly, how many like estate
  95. 7:40cleanout businesses are out there? Which, by the  way, that's probably a really good business. It's
  96. 7:44kind of like what my friend's doing. I mean,  it only got 11 or 12. 11 and I asked for 20.
  97. 7:48So what's cool here is you can see the thinking  that it did and then you can regenerate the output
  98. 7:54to this prompt using whatever model you want. So  I'm going to have it regenerate it with cloud opus
  99. 8:004.8 cuz it's my favorite. Quick note on this, you  want to fact check all of these listings before
  100. 8:06we publish them on a directory website. I love  getting an output from a model and then using
  101. 8:10a different model that's unbiased to fact check  everything in that output. Right? In other words,
  102. 8:16is the phone number for this junk removal business  accurate or the address or the website, etc. So,
  103. 8:21Claude wins again. I actually got 20 results this  time because I regenerated with Claude. I'm going
  104. 8:26to do a control find for the word clean out the  noncleout commercial care. Okay, estate pros. Not
  105. 8:34only did I get 20 this time, but they seem to be  more relevant because come on, Dallas Fort Worth
  106. 8:38has 8 million people. Surely there are 20 relevant  businesses that do something like this. And what's
  107. 8:43cool is even if we get abacus to regenerate the  output, we don't lose the original one because
  108. 8:47I still want to see what chat GPT 5.5 can do  here, but if you just click these arrow buttons,
  109. 8:52you can see all of the different regenerations.  So, let's go ahead and see what GPT 5.5 can do.
  110. 8:57And then just for fun, let's see what Fable 5 can  do, cuz that's the best right now in my opinion. I
  111. 9:02just realized my prompt does something stupid. 20  real estate cleanout businesses. That is different
  112. 9:06than like an estate sale cleanout business. I  meant to say 20 real estate. So, I'm going to
  113. 9:12redo this al together and I I will probably get  a better output. Remember, when it comes to AI,
  114. 9:18garbage in equals garbage out. And I'm make  mistakes here just like anyone else. And we don't
  115. 9:22edit those out. Remember, I can still use the  output from these other prompts even if it had a
  116. 9:26bad input because there are still good businesses  in those tables. But I'm going to go ahead and
  117. 9:32give it a better prompt that says compile 20 real  businesses that do estate sale cleanouts in the
  118. 9:38greater Dallas Fororth area. And the rest is the  same. So, we're going to do that with route LLM
  119. 9:42to see which model it uses. Side note, I'm not  sure if you've heard the phrase token maxing,
  120. 9:46right? But you should do that. It's basically  using uh AI models that are way more powerful than
  121. 9:53what you need done, right? You want a restaurant  for date night, use Fable 5. Why not? If you're
  122. 9:58paying for Fable 5, use the heck out of it for no  other reason. So you can better learn these models
  123. 10:03and like the nuances of them and how to prompt  them and what their outputs look like as compared
  124. 10:08to other models until you get to the point where  you're hitting your limits regularly. Token max
  125. 10:12the heck out of these models. Okay, here's my  output here. We've got 20 results this time.
  126. 10:17DFW. I want to see what Fable 5 can do. So I'm  going to put the same prompt there and then choose
  127. 10:23Fable 5 from the drop down instead of Route LLM.  But I really like what Route LLM gave me here.
  128. 10:28This is making me realize that there there is a  big opportunity for these estate sale cleanout
  129. 10:32businesses. Most people aren't going to think  to hire a junk removal business. They hear junk
  130. 10:37removal and they think hoarder. My mother's not  a hoarder. My grandmother's not a hoarder. Like
  131. 10:42they almost might find it disrespectful to hire a  junk removal business to get rid of those last few
  132. 10:47things that didn't sell from her estate sale. They  might be china cabinets. They might be valuable.
  133. 10:51They might have been impeccably maintained over  the last century. So, we don't think to go to
  134. 10:55junk removal. It's not junk. it's their prized  possessions, right? So, the naming of a business
  135. 10:59really, really matters how you position yourself.  And if you call yourself the estate cleanout pros,
  136. 11:04then you're probably not going to get many calls  for a hoarder house, a drunk removal house. You're
  137. 11:08going to lose that. But the trade-off is that you  are going to be known as the guy or the gal for
  138. 11:13estate sale cleanouts. And what's better about  the estate sale cleanout business? I know this
  139. 11:18video is supposed to be about directories, but  we're going to tangent just for a minute because
  140. 11:20the ADHD is flaring and we we give into that.  What's better about an estate sale cleanout
  141. 11:25business than a junk removal business is that  you get more stuff that you can sell, right?
  142. 11:29Which is what a lot of junk removal businesses  to do to make a lot of their profit. They get a
  143. 11:34bunch of stuff that's like, "Huh, we're not taking  this to the dump. We're selling this on Facebook
  144. 11:37Marketplace." They make a ton of money doing that.  But in the estate sale cleanout business, that's
  145. 11:42mostly what you get. Stuff that you can resell.  So, you're getting paid, not getting it for free,
  146. 11:46but you are getting paid to take things that you  can sell. That's called a negative cost of goods
  147. 11:51sold big business or a negative COGS business and  it's a beautiful beautiful thing. You're getting
  148. 11:56paid to get paid but we're here for directories  passive business not active sorry. Okay so here
  149. 12:02was the route LLM output. Here's the fable 5  output. If you do a control find for the word
  150. 12:08estate look at the Fable 5 output. Okay. And let's  just look at the business name. One, two, three.
  151. 12:13It's pretty clear that there are more results  tied directly to estate sales and not junk removal
  152. 12:18because look, state liquidators, rare find estate  sales. Actually, I take that back. The outputs
  153. 12:23look pretty similar. I'd be curious if route  LLM used Fable 5 on its output as well. Okay,
  154. 12:28so we've got plenty to work with. Now, we want  to use an AI agent to do the heavy lifting for
  155. 12:32us cuz we don't know how to do the heavy lifting  in this case. No pun intended. Estate sales,
  156. 12:36China cabinets. Sorry, it was dumb. Okay, we're  going to go back to Abacus. We're going to hit
  157. 12:40this purple button. We're going to hit this  dropown. go from chat to agent. But wait,
  158. 12:45we've got to get that table to give it to it.  We're going to go back here. We'll use Fable 5.
  159. 12:49And we just click this little download button in  the top right. That's it. We don't need to prompt
  160. 12:53it again. Okay, we got agent. Here's our prompt.  Build a directory website that lists estate
  161. 12:58sale cleanout businesses. Include a searchable  homepage, category pages, and individual listing
  162. 13:03pages with a photo, description, and contact  info. Prefill it with the list I attached. Add
  163. 13:08a paid featured listing upgrade with a Stripe so  a business can pay 30 bucks a month to appear at
  164. 13:13the top. Okay, we've got agent. We're going to hit  the plus button. Upload from computer. Get the CSV
  165. 13:19that I just downloaded from the other chat window  and hit enter. I'll get started on building that
  166. 13:24directory website for you right away. This is the  part that used to take a developer weeks or even
  167. 13:29months. And we could do like a DFW directory  for state sales, but what the heck? Let's go
  168. 13:34nationwide. If after a few months we see that  a lot of these uh searches are coming from the
  169. 13:39DFW area, then we can always spend 10 bucks, buy  another domain name, put the letters DFW in there,
  170. 13:45and make this more niche down. I don't think  there's a need for that. I think this is already
  171. 13:49so niche that we want to go more broad on their  geography, right? If the industry is very niche,
  172. 13:55then the geography should be more broad. If  the geography is very broad, like for instance,
  173. 14:00a small neighborhood in Dallas or a small suburb  of Dallas, then the industry should be more broad,
  174. 14:06right? But some industries and or geographies have  enough search demand to where you can go niche on
  175. 14:11both. I just don't think estate sale cleanouts is  one of them. So, the agent has a few questions for
  176. 14:15me. So, I'm going to put one, the name is going  to be estate cleanout pros. Two, should businesses
  177. 14:21be able to submit their own listing? Yes. Three,  categories. Are there specific categories you'd
  178. 14:27like to organize listings by? Infer from the data.  Four, when a business pays for featured listings,
  179. 14:33where should payment confirmation emails be  sent? Now, that's one I like to answer. I'll
  180. 14:38put in my email here. Five, color scheme. Let's  do clean and minimal. And I like that it gave me
  181. 14:44the option to just say go ahead and it would guess  all five of my answers for these. But it only took
  182. 14:50me about a minute to give it those answers. Okay.  Now, it needs Stripe API credentials from me. And
  183. 14:57if you don't know what that means, it basically  just means it needs to know how to talk to my
  184. 15:00Stripe account so I can accept money, which is the  most important part of this whole endeavor. So,
  185. 15:05it gives me instructions on how to find that.  Thankfully, I've done this a zillion times.
  186. 15:09I'll show you how to do that. And then it just  needs my secret key. So, log into my Stripe
  187. 15:13account. It takes 30 seconds to create this.  I'm going to go to the search bar and do API
  188. 15:17keys. I'm going to hit this plus button, create  secret key. powering an integration you built.
  189. 15:23I'm going to use my touchpad. I'm going to name  it estate cleanout pros. Okay, there's my key.
  190. 15:30That's my secret key. And this is my publishable  key. We're going to go there. Submit. And voila,
  191. 15:38we have payments connected. Okay, that's done.  Now it's actually building the website. All right,
  192. 15:44I'll build this full feature directory website  step by step. Let me start by reading the CSV
  193. 15:48data in the style guide. Okay, so if we wanted to  really scale this, we need a lot more directory
  194. 15:53businesses because this is only DFW. So to do  that, we go back to Abacus. I personally, you can
  195. 15:59do whatever you want, would choose Fable 5 because  that's the one that just will do the most work and
  196. 16:04it will work the longest to get you the output  that you really need. And I would just basically
  197. 16:08give it the same prompt and just say nationwide.  And then even tell it specifically there should
  198. 16:13be over a thousand listings here. Sometimes you  need to tell the model how hard it needs to work
  199. 16:19because it's always going to default for less work  because it doesn't want us to be token maxing. It
  200. 16:23wants the company wants to save money, right? And  the more we token max, the less money. Anthropic,
  201. 16:28Chad, Gemini, whoever makes, but they're funded  by VCs. They're trillion dollar companies. They're
  202. 16:34doing fine. A lot of stuff going on here that I  don't understand, but I know that when it's done,
  203. 16:38I just need to click this button up here on  the top right. Deploy. It's generating all
  204. 16:41the images for the site right now. You couldn't  pay me to understand what Ubuntu sandbox means.
  205. 16:46Ubuntu sounds like a Mongolian appetizer or  something. Oh, okay. We got some pictures here,
  206. 16:51some good images. Okay, we're done. The web  app is ready. Let's see how it looks. Okay,
  207. 16:57estate cleanout pros. Get featured. Submit  listing. We've got a search bar right here. Okay,
  208. 17:02we've got filter buttons here. Click on that.  Boom. Filter buttons work great. Submit free
  209. 17:07listing. Get featured. Cool. All right. And then  this is the Stripe integration that we're looking
  210. 17:12at live. That seems to work. Loads really fast.  It's responsive. If we want to see how it looks on
  211. 17:18mobile, looks great. Presentation view, desktop,  etc. Cool. Go to the search bar. Just do junk.
  212. 17:24Let's go ahead and click deploy. We'll put it on  an abacus domain name for now. Boom. Done. Okay.
  213. 17:30So, if we want to see how it looks on the actual  internet, we can go here and we'll type /admin.
  214. 17:35Then it gave us a password to enter. And then  here's what it looks like on the back end. We
  215. 17:40can see how many um listings there are, how many  featured, how many are pending to be featured,
  216. 17:46and there's only 20 cuz we only gave it 20, but it  would upload as many as we gave it. Now, let's add
  217. 17:50some more images to this because the ones it gave  me are decent, but I want some better ones. Okay,
  218. 17:56we're going to go click on image up here  at the top and take the URL and say make a
  219. 18:01hero image for this site because if you need  images for your site or for ads or whatever,
  220. 18:06it's built right here into Abacus. So, we can have  it choose the model for us, but I love GPT Image
  221. 18:112. I think it's the best image model on the market  right now. So, I'm going to purposely give it a
  222. 18:16very light prompt because I want to see how well  it thinks. Okay, let's talk about how this website
  223. 18:21and other directory websites like it can actually  make us money. Number one, featured positioning,
  224. 18:26featured placements of the businesses that we list  on the directory. We're listing these businesses
  225. 18:31on the directory without their permission.  We don't need to ask their permission because
  226. 18:34we're doing them a favor and we'll leave it on our  website forever for free. They only need to pay if
  227. 18:40they want a higher placement and it only really  makes sense for them to pay for higher placement
  228. 18:44once they're actually getting some leads and some  traffic from our website. Another way we can make
  229. 18:48money here is just by banner ads. Now, this is  probably the lowest friction, most passive way
  230. 18:53of making money on most websites, but it's also  like the lowest and worst use of these clicks,
  231. 18:58of this valuable attention that we're able to  garner here. So, that's the trade-off you're
  232. 19:02making. Another thing we can do is just kind of  collect leads from consumers that needed an estate
  233. 19:07sale cleanout, and they can all go to us directly  instead of to the businesses in the directory. And
  234. 19:12then we can reach out to the businesses in the  directory and sell them to the highest bidder.
  235. 19:16We could literally email all of them at the same  time and say, "Hey, I have this lead. It's in this
  236. 19:21neighborhood. We think it's worth this much. Who  wants it?" And just let the bidding begin. I think
  237. 19:26directories are going to be more important than  ever with the advent of AI because it needs more
  238. 19:32good, knowledgeable, wellorganized sources to  pull from, and a directory is a super efficient
  239. 19:37way of getting that done. Okay. Uh, it looks like  it created a polished hero image that matches the
  240. 19:42look and feel. I like how the colors match. Looks  good. Cool. We can add that right to the website.
  241. 19:47Now, if we wanted to make a video, that's just  as easy as an image. And you can choose the
  242. 19:52model that it uses, cling, seed, dance, etc.  We don't really need to do that right now. A
  243. 19:56pitch deck. If we wanted to raise money for this,  you could do that with a couple clicks. Slides.
  244. 20:01You just choose that little connector right  there. You can invite teammates to collaborate
  245. 20:05on these projects with you. Think about it.  If you paid for all of these premium models,
  246. 20:09it cost between 20 and $200 a month for them each.  But Abacus is only 10 bucks a month total for
  247. 20:15usage of all of these combined. If you want to use  Chat LLM by Abacus AI, check out the link in my
  248. 20:21description. They support the channel. I use them.  They're awesome. Go build something today. Not
  249. 20:26next week. Today. There's never been a better time  in the whole history of this wonderful universe.

About this transcript

This page contains the full transcript of I Asked AI for a Money-Making Website (It Built One in Minutes) by Chris Koerner on The Koerner Office Podcast, generated from the public captions YouTube serves with the video. The transcript has 4,442 words across 249 segments, with the original timestamps preserved so you can click any line to jump to that moment in the embedded player.

What you can do with it

Use the transcript to take notes, quote the speaker, build a study guide, generate a summary with ChatGPT or Claude via the YouTube Summary tool, or export it as a timed subtitle file with YouTube to SRT. You can also re-open it in the transcriber to translate the transcript into 100+ languages.

Free YouTube transcript tool

YouTube2Text is a free YouTube transcript generator — no signup, no daily limit. Paste any YouTube link and get the full transcript instantly, with timestamps, click-to-jump, translation to 100+ languages, AI prompts for ChatGPT, Claude, and Gemini, and exports to TXT, SRT, VTT, or Markdown.