I Built an AI System for My Dumpster Company — Here's Exactly What It Does

Originally sent in From the Desk of Justin Hubbard on March 8, 2026.

The short version: In the first week of March 2026, I set up an AI content and research system for my junk and dumpster company, with Claude Code running on a Mac Mini: I drop a job photo in a Dropbox folder, and it writes and publishes a local blog post plus versions for five platforms, while a research agent builds prospect lists overnight. The ongoing cost was about $116 a month after hardware.

Update, Nov 2026: we've since moved client sites to custom builds; llms.txt is still part of every build.

I want to tell you what I spent the first week of March 2026 doing.

I own a $2M/yr junk and dumpster company in Connecticut. Been doing it for 12 years. And like a lot of you, I've been watching all this AI stuff wondering if it actually means anything for a business like mine, or if it's just another thing that sounds good until you try to use it.

That week I stopped wondering and put this latest tech from Claude to the test.

I set up a complete AI-powered content and research system for my business. The whole thing. Start to finish. And I want to walk you through exactly what I built, what it cost, and what it's going to do for my business — because I think it can do the same for yours.

The problem I was trying to solve

AI search is changing how customers find local businesses. Most of us are invisible.

You've probably noticed it yourself. When you search for something on Google now, half the time you get an AI answer before you even see the list of websites. And when someone asks ChatGPT or Perplexity 'what's the best dumpster rental company in Stamford CT' — they're getting a recommendation, not a list of links to sort through.

That recommendation comes from somewhere. It comes from content, reviews, business profile data, and website information that AI systems have already read and indexed.

My business has been around for 12 years. I have helped over 16,000 real customers, and I have real reviews and a real website. But I wasn't showing up in those AI recommendations the way I should be.

And I knew why — I wasn't producing enough fresh, hyper-local content for AI systems to pull from.

The fix wasn't complicated. It was just time consuming. Until I figured out how to make this new AI release do most of the work.

What I built

A $743 Mac Mini running 24/7 that publishes content while I sleep.

Here's the setup in plain English:

• I bought a Mac Mini M4 ($743 on Amazon). It sits plugged in, connected to WiFi, and runs 24/7 in the background.
• I installed Claude Code — an AI tool from Anthropic that can browse the web, write content, and take actions on your computer (yes, a real AI agent available to the masses).
• Additional context: The tool I'm using is called Claude Code, made by Anthropic — the same company behind the Claude AI assistant. What makes this a real AI agent rather than just automation is that it makes independent decisions to accomplish a goal, not just follow a preset script. This kind of accessible, affordable AI agent capability is genuinely new for regular business owners.
• I connected it to my Dropbox, my website, and my social media accounts through an automation tool called Make.
• I wrote a detailed brand document that tells the AI everything about my business — my services, my prices, my towns, my voice, my values.

Now here's what happens in practice:

I take a photo at a job site in Norwalk. I drop it in a Dropbox folder labeled 'Norwalk.' That's it. That's my entire time investment.

The system detects the new photo. Claude looks at the photo, reads my brand document, and writes a full blog post about the job — in my voice, using my pricing, mentioning the specific town, describing what was hauled or what dumpster was used. Then it automatically publishes that blog post to my website. Then it writes five different versions of that content for Facebook, Google Business Profile, LinkedIn, YouTube, and Pinterest — each one formatted correctly for that specific platform. Then it posts all of them automatically.

My total time: 15-20 minutes a week just dropping photos. Everything else runs without me.

The content is real because the photos are real. This isn't AI generating fake job stories — it's AI writing about actual work we actually did, in a town we actually served. That authenticity is what makes it work for AI search.

Why this works for AI search

AI recommends businesses it knows a lot about. Content is how it gets to know you.

When someone asks AI to recommend a local service business, it pulls from multiple sources — your Google Business Profile, your website content, your reviews, and increasingly your social media presence. The businesses that show up in recommendations are the ones with the most data points confirming they're real, active, local, and trustworthy.

Here's what consistent content publishing does for you:

• Every blog post with a town name is a data point saying 'this business operates in this location'
• Every post with specific pricing is a trust signal — AI favors businesses that are transparent
• Every post about a real job tells AI exactly what services you provide and where
• Consistent posting signals that you're an active, legitimate business — not a ghost listing

My website (and the websites we build at Adimize) is built on a platform called Duda which automatically generates something called an llms.txt file every time I publish (very important and not all website builders have this) — this is basically a roadmap that tells AI systems exactly what my business does and where.

Most of my competitors don't have this. It's a real edge right now while most people don't know it exists.

The research agent

The other thing I built is arguably more valuable (if you can even believe it!).

The content system handles part of my AI Search marketing strategy. But I also set up what's called an AI Research Agent to handle prospecting for my companies.

Here's what it does:

I open a chat window on my Mac Mini and type something like: 'Research all roofing companies in Fairfield County CT. Find the business name, phone number, email if available, and website. Save everything to this Google Sheet.'

Then I walk away.

While I sleep, the AI browses Google town by town, visits each business website, pulls the contact information, and fills my spreadsheet automatically. By morning I have hundreds of local businesses ready for my team to reach out to.

I have research instructions ready to run for 17 different business categories across my entire service area. General contractors, roofers, remodelers, property managers, landscapers, flooring companies, estate sale companies — the whole list. Each one runs overnight and fills its own Google Sheet.

My admin used to spend hours doing this manually. Now she shows up in the morning to a full list and just starts dialing away.

Note: This isn't automation in the old sense — set up a workflow and it follows steps. The AI is making real decisions while it works. It decides which results are relevant, skips national chains on its own, handles websites that are laid out differently, and figures out what to do when a page doesn't load. That's what makes it an agent rather than just a script.

What it costs (as of March 2026)

Probably a lot less than you think. Here's the real breakdown of what I was paying as of March 2026.

Item	Cost	Type
Mac Mini M4	$743	One-time
Claude Pro	$20/mo	Monthly
Claude API	~$30/mo	Pay per use
Make (automation)	~$20/mo	Monthly
Blotato (social posting)	$29/mo	Monthly
Dropbox	~$17/mo	—
Total ongoing	~$116/mo	After hardware

To put that in perspective — one additional dumpster rental per month covers the entire monthly cost of running this system. Everything after that is pure upside.

What you should do this week

You don't need to build everything I built. Start with these three things.

If you do nothing else after reading this, do these three things this week:

1. Fix your Google Business Profile. This is the single highest ROI thing you can do right now for free. Make sure your description is written like a real person, your services are listed cleanly with descriptions, your photos are recent and properly named, and your hours are accurate.

2. Get a review system. After every job, text your customer a direct link to your Google review page. That's it. Save the link as a contact in your phone called 'Google Review Link' and send it within an hour of completing the job. This is of course if you don't have review automations already built into your CRM to auto push after a job has been marked "complete".

3. Start taking job photos with intent. Every job you go to this week, take 3-5 photos. Before and after. The dumpster on the driveway. The truck loaded up. Doesn't need to be professional photography — real and authentic beats polished every time. Those photos are your content pipeline.

The third thing costs you nothing but a few seconds at each job. But it's the raw material that makes everything else possible. Content requires proof. Job photos are your proof. Don't be lazy.

The honest reality check

This isn't magic 🪄. It's a system ⚙️. Systems take time to work.

The content system I built won't make my phone ring next week. AI search visibility can be a 6-12 month game. You're planting seeds, not flipping a switch like Google Ads.

What I'm building is a compounding advantage. Every piece of content adds to the foundation. Every week the system runs, the gap between my business and competitors who aren't doing this gets a little wider.

Six months from now I'll have hundreds of hyper-local blog posts, thousands of social posts, and a Google Business Profile that's been actively updated every single week. My competitors will have the same static website they had today.

That's the play. Not overnight results. A real, durable competitive advantage built one job photo at a time.

And the research agent running overnight building prospect lists?

That's not a 6 month payoff. That's my admin making calls on Monday morning to a list that didn't exist on Friday. That has immediate practical value.

— Justin

Related: Most of you are using AI wrong · How AI recommends local businesses · Grizzly Junk Pros results