Should You Borrow $5,000 for a Vending Machine? The Debt Test I’d Use
After paying off $62,000 of debt, here is the test I’d use before financing a $5,000 AI smart cooler: net vs payment, the 0% cliff, and when to walk away.
vending machines
Payback Period Is the Vending Number I Trust Most. Here Are the Four Ways It Lies.
Claw machines to ice kiosks lined up by payback, plus the four ways the payback number misleads you and the three-question scorecard I’d use instead.
A Machine That Only Sells Drinks, and the Case for Doing One Narrow Thing
A $4,999 drinks-first AI cooler and when narrow beats general: match your offer to demand that already exists, then win on volume, not ticket size.
One Great Machine or Two Good Ones? The Capital Question Behind AI Vending
An AI cooler and a used combo can tie on percentage return and still differ by thousands a year. Why your scarcest resource decides which to buy.
If I Started Vending Again, Would My First Machine Be an AI Smart Cooler?
What a year of traditional vending machines taught me, what an AI smart cooler would and wouldn’t fix, and the one question that decides your first machine.
Ice Cream at 10pm: Why Niche Businesses Pay Better and Break Harder
A $5,399 AI freezer machine is a clean lesson in niche businesses: less competition, better pricing, and a narrower, more fragile path to getting paid.
Hotels Taught Me the Difference Between Size and Traffic
A 200-room hotel sounds like a great vending spot. The number that pays you is occupied room nights, and it quietly reshuffles which hotels are worth it.
Count Every Dollar: Why a Cash Business Needs a Bill Counter (and a Log)
A cash business has no statement except the one you make. The time math on hand counting, which bill counter to buy, and the per-machine log that matters most.
I Priced a Cotton Candy Robot Like an Investment. The Yield Looks Great Until Year Three.
A $6,500 cotton candy robot run through investment math: yield on cost, novelty decay, what can go to zero, and the one number to check before buying.
Cheap Robot or Expensive Robot? What an Extra $10,000 Buys You
A $4,800 import or a $15,000 US-supported cotton candy robot? The downtime math, what the spreadsheet misses, and my rule for paying for peace.
