From Google to Grok to AI Agents: How a Gym Owner in Dublin, Ohio Stopped Searching and Started Building
What AI agents actually are, why they matter more than search, and how I went from casual user to building them for Columbus small businesses.
Two years ago, I paid for my first AI subscription.
I used it for golf club recommendations (seriously, it was good at this), finding deals, DIY projects around the house, financial theory discussions. It was impressive on certain topics and I got real value out of it. But after a few months I found myself opening it less and less. I cancelled the subscription and stuck with free versions here and there.
That was search. You ask a question, you get an answer. Not that different from Google with a better vocabulary.
What happened next was different.
When AI Stopped Being a Search Engine
Around last year, I started paying for Grok and changed the way I used it. Instead of opening a new chat for every random question, I titled each conversation and kept going back to the same ones. “All Things Golf.” “DIY Home Projects.” “Finance Stuff.” “Business Stuff.” “Kid’s Ideas.”
The idea was simple: let the AI build a knowledge base around the topics I actually cared about, using the history of our conversations to give better and better answers over time.
At the same time, I started building my own custom GPTs. I fed one more than 10,000 workouts I had written over my career as a gym owner and fitness coach. I wanted to see blind spots, test whether it could create a viable week of programming for an individual or a full gym. At the time, I failed. I know now it was because I did not have the right tools or the right approach to training it. But the seed was planted.
The Road Trip That Changed Everything
Fast forward to a family trip from Columbus, Ohio to Hilton Head, South Carolina. Three kids under four, a Boston Terrier, my wife Maria, and me. Here is what I asked Grok before we left:
“I’m taking a road trip from Columbus, Ohio to Charlotte, NC and staying the night, then finishing the drive to Hilton Head the next morning. I’m bringing three small kids under 4, my dog, my wife and myself. I need to stop every 2.5 hours, preferably at a nice playground in a safe neighborhood with gas stations nearby. We’re packing our food. I also need the best dog-friendly, family-friendly hotel with a good breakfast along our route in or near Charlotte.”
It gave me the perfect itinerary. Precise timing and distance. Best gas prices. Three park options for our family to choose from.
We used it to stop along the river in Charleston, West Virginia for an hour. Beautiful playground, walking path, workout stations, dog park. Right next to it was a BP with the cheapest gas we had seen all trip. Back on the road.
The hotel was clean, affordable, and right on the fastest route. We reversed the exact same trip on the way home because it worked so well.
When the Car Broke Down
In Hilton Head, we had car trouble. My old move would have been to Google “auto repair near me” and scroll through a dozen results hoping for the best. Instead, I took pictures of the car and uploaded them to Grok. It told me the likely cause, what to do about it, a ballpark cost so I would know if a shop was overcharging, and three local shops ranked by reviews, distance, and affordability.
We called the first one. They got us in same day and took care of it for free.
That shop never would have gotten our business in any other world. We did not know the area. We had no recommendations. But the AI matched us to the right business based on real data, not ad spend.
I Stopped Googling. Then I Started Thinking.
Somewhere on the drive home, I realized I had not actually typed something into Google in months. Shopping, travel, car trouble, financial questions. I was reaching for AI every time.
I told Maria that I did not think I had Googled something in months. She looked at me like I was exaggerating. I was not.
Then I started thinking about the implications. All the time I have spent building an online presence and platform for an internet structure that likely will not exist within a few years. I thought about the random BP in Charleston, West Virginia. The small auto repair shop in Hilton Head. Both got our money because an AI recommended them. Not because they had the best Google ranking or the biggest ad budget.
What does the future of finding a local business look like? How will people interact with small businesses when AI is making the recommendations?
I had been building a Claude Code AI Agent system at home and joined several educational programs to learn more about what was possible. When I got home from that trip, I started building with a more purposeful direction.
“I Keep Hearing This Term ‘Agent.’ What Is That?”
An AI agent is not the same thing as AI search.
When you ask Grok or Claude a question, that is search. You get an answer and you move on.
An AI agent is a system that lives on your computer. At its core is a file called agent.md. A markdown file. Plaintext, lightweight, easy for AI to read and write. This file sits on your machine or an external hard drive. It does not live on someone else’s server.
What that file does is where things get interesting.
You use it to build a structure that creates a permanent set of rules for your business. Your colors. Your fonts. Your logos. Your brand voice. Your pricing. Your locations. Your projects. What you sell. How you sell it. The more you talk with the agent, the more rules and information you give it, the more it becomes the heartbeat of your operation.
Once you have built the agent file out, your prompts stop being generic questions and start being direct commands. Here is a real example.
I am working with a commercial general contractor in Columbus. His goal is to be more aggressive with lead generation. He has access to a database with thousands of potential projects he could bid on, complete with contact information for companies looking for contractors. The problem is that the database is massive and nobody has time to comb through it every day. Leads sit there. Opportunities pass. His competitors grab them first.
Here is what I told the agent to do:
“My client is a commercial general contractor. Using his company profile, preferred customers, and ideal project value, complete the following:
Comb the database for all new projects listed in the last 30 days. Capture the contact and project information and put it directly into his CRM. Create a task list of the five most important leads to call and email every morning. Draft follow-up email templates for leads he connects with and a separate template for leads he cannot reach. Make sure he connects with every contact on LinkedIn after outreach. Build a dashboard showing total leads found, contacts established, prospective bids submitted, jobs won, and jobs completed. Organize all of this into a strategy document for his sales team.”
One prompt. The agent builds the lead pipeline, populates the CRM, writes the emails, creates the daily call list, sets up the tracking dashboard, and delivers a strategy document. His team shows up in the morning to a prioritized list of five calls instead of an overwhelming database they never open.
That is not search. That is a system. And it runs every single day without anyone asking it to.
Why This Matters for Small Businesses in Columbus
This is the difference between AI as a novelty and AI as infrastructure.
Search gives you one answer to one question. An agent gives you a machine that knows your business, watches for opportunities while you sleep, and does the work that used to take a full-time employee an entire week. For less than $100 a month.
The businesses that build this now will be the ones AI recommends to the next customer searching for a contractor, a coffee shop, or a fitness studio. The ones that wait will wonder why the phone stopped ringing.
What Comes Next
That construction example is not hypothetical. That is a system I built for a real client here in Columbus. And it is one of dozens of workflows an AI agent can run for a small business.
If you are a business owner in Central Ohio and you want to see what this looks like running live, reach out. I will show you exactly what it does and what it could do for your operation.
Jeff Binek
Founder, Cbus AI Agents
Dublin, Ohio
cbusaiagents.com