The Algorithm Fed Me: Seven Days of Eating Exclusively at Yelp's Highest-Rated Spots Within Walking Distance of My Couch
Photo: Warren LeMay from Cincinnati, OH, United States, CC0, via Wikimedia Commons
There are two kinds of people in this world: people who agonize over where to eat, and liars. I have spent 34 years on this planet opening and closing Yelp like a raccoon checking the same trash can, and I finally snapped. What if, I thought, the reviews were right? What if the crowd wisdom was actually wisdom? What if I just... obeyed?
So I made a rule, because all bad ideas start with a rule: for seven days, every meal would come from the highest-rated food establishment within 10 miles of my apartment. No exceptions. No vetoes. No peeking at menus. The stars had spoken, and I was merely their hungry vessel.
Day One: The Laundromat Taqueria Incident (4.9 Stars)
The week opened strong. Yelp's top pick was a taqueria operating out of the back of an actual, functioning laundromat, which sounds like a red flag but is honestly the most American dining concept I've ever encountered. You can wash a comforter AND eat birria tacos at the same time. This country remains capable of greatness.
The tacos were a 10/10. The dryers were a 6/10. The combination is a 4.9/5 and I will not be taking questions.
Day Three: 'Fusion Bistro,' Formerly a Nail Salon (4.6 Stars)
By midweek, the algorithm got weird. The top-rated option was a place called simply 'Fusion Bistro,' located in a building that — I confirmed via Street View — was a nail salon approximately eleven months ago. The reviews called it 'underrated' and 'a hidden gem,' which in review language means 'we are the only people who have ever eaten here.'
I ordered the 'Chef's Confusion,' which was the actual name of the tasting platter. It contained sushi-grade salmon, a quesadilla, and a single peeled grape. The waiter, when asked what cuisine the restaurant was, said 'yes.' I tipped 25% out of fear.
Day Five: The Algorithm Turns On Me
Here's what nobody tells you about outsourcing your free will to a crowd-sourced rating system: the crowd has no soul. On Day Five, the highest-rated establishment within my 10-mile radius was — and I need you to sit down for this — the hot food case at a Shell station on Route 9.
Not a restaurant AT a gas station. The gas station. 5.0 stars. One review. The review, in its entirety: "Kevin hooks it up."
I sat in my car for eleven minutes staring at my phone, trying to find a loophole in my own rules. There was none. I had built this prison. I walked in. I found Kevin. Kevin, I am pleased to report, hooks it up.
The Hot Dog That Broke Me
The roller dogs had been turning since approximately the Obama administration, glistening under heat lamps like tiny meat lighthouses. Kevin took one look at me, said "first time?" and built me a custom dog with jalapeño relish, crushed chips, and a sauce he would only describe as "Kevin's situation."
It was the best thing I ate all week. I'm not saying that for narrative effect. I genuinely wept a little in the parking lot next to the air pump. The taqueria was refined. The fusion bistro was an experience. Kevin's situation was art.
Final Rankings, According to Me, the Only Critic That Matters
- Kevin (5 stars, deserved)
- Laundromat Taqueria (4.9 stars, also deserved)
- Fusion Bistro (4.6 stars, legally a war crime)
The Verdict: Should You Let Strangers Feed You?
Absolutely not, except yes. The experiment cost me $187, roughly 4,000 calories, and a small piece of my identity. But I learned something important: star ratings don't measure quality. They measure conviction. One man named Kevin with one review and total confidence can outperform a thousand four-star brunch spots.
The crowd is not always wise. But sometimes, the crowd is Kevin. And Kevin hooks it up.