The Infatuation has been quietly running the most influential restaurant review system in New York since 2009. It gives every restaurant a score between 1.0 and 10.0, in tenths, on the Perfect-For grid (Birthday Dinners, First / Early in the Game Dates, Solo Dining, Impressing Out-of-Towners). The current Hit List, refreshed monthly, has roughly 25 restaurants on it at any given time. A new spot on the Hit List with a 9.2 will be fully booked within 72 hours of the post going live. People in the industry know this. People in dating apps know this.
It is, in other words, a good system. It is also a system designed for people with a flexible week, a paid-up Resy account, and the patience to read a 600-word review at 11 PM. Karpo is built for the other 80% of the question — the moment, on a Wednesday, when three of you are standing on 14th Street and someone says 'okay but where'.
Reading a 9.2
The Infatuation's scoring is sharper than most people realize. A 9.0 means 'amazing'. A 9.4-plus is reserved for places the editors actively rank among the best in the city. Tatiana by Kwame Onwuachi at Lincoln Center sits in that band. Cafe Mado in Prospect Heights (Liz Johnson and Greg Baxtrom) is a Hit List regular. Foul Witness on Court Street in Cobble Hill — the natural-wine spinoff from the Frankies team — earned a 9.2 within a month of opening and has held it.
Those are real signals. The score plus the Perfect-For tags gives you a fast, honest answer to 'is this good and what is it for?'. What it cannot tell you is whether the 16-seat counter at Ha's Snack Bar in Chinatown — Anthony Ha and Sadie Mae Burns — actually works for tonight, when names go down at 4:45 PM and the door opens at 6, and the kitchen sends out the cucumber-dill toast before the wine list even appears.
The Wednesday-night gap
Try this exact prompt on both tools: 'three of us, Wednesday 7:30, near Union Square, walk-in, casual, around $50 a person'. The Infatuation answer is a great article with five Hit List names and a polite reminder to check Resy. Three of them will be fully booked by the time you finish reading. One will be in Greenpoint, which is not 'near' anything on the L train at 7:30 on a school night.
A city-native sidekick has a different job. The right answer here is not 'try Foul Witness'. It is: skip the Hit List for tonight; Cafe Spaghetti on 7th Street has a 10-seat bar that almost never fills before 8 PM, the cacio e pepe is on the bar menu, and a glass of the house Trebbiano is $11. If you want the counter feeling, Raoul's bar room on Prince Street takes walk-ins after 7 and the burger comes out in 18 minutes. Either way you are seated before the next R train clears Union Square.
Where The Infatuation is the right tool
If you are planning a Friday two weeks out and you want the date to count, The Infatuation is the better starting point. Its long-form reviews actually describe what the room sounds like. The 'Best New Restaurants' list, published roughly every six months, is one of the only NYC roundups that doesn't recycle the same five names. Their 'Where to Take Your Parents' guide is, by a clear margin, the single most useful page on the New York food internet for anyone with a Saturday brunch problem.
And the scoring grid is honest. A 7.6 will tell you the room is fine, the menu is fine, you'll have a good time and you won't think about it on Tuesday. Karpo cannot replicate that with a model alone.
Where the sidekick wins
What the score can't do is account for you. It does not know that your friend is gluten-free, that you ate pasta last night, that the cousin visiting from Boston has been to Carbone three times and would like something more interesting, that you have a Mets game in the Bronx at 7 the next day and need a place near the 6 train. The Infatuation lists are written for the median New Yorker. Karpo's list of three is written for the version of tonight you actually have.
A small example. Ha's Snack Bar takes 16 walk-ins per service. The line forms outside roughly 5:45 PM and the first names go down at 4:45 on a clipboard near the door — the staff opens the door, takes phone numbers, and asks you to come back at your slot. The first 8 names are usually seated by 6:20. If you are number 12 you are eating at 7:45. The Infatuation review mentions the walk-in policy. It does not say 'show up at 5:50 with three people, not five, on a Wednesday and you'll eat by 6:30'. Karpo is supposed to.
Same with Cafe Mado. The kitchen serves matcha brioche from open at 7 AM on weekends. By 10:30 the brioche is usually gone and the menu narrows to the egg sandwich and the granola. If your visiting friend has heard about the brioche, a 9 AM Saturday arrival turns a 90-minute disappointment into a 20-minute win. That timing isn't editorial. It is the kind of footnote that a sidekick is supposed to carry quietly in its head.
How to use both
Use The Infatuation when you have time and you want the room described to you. Use the Hit List as a high-trust shortlist when you are planning a week ahead. Use Karpo when the question is 'tonight, this many people, this neighborhood, this much money, this kind of mood' — when the score in the headline is less useful than the answer in your hand.
Karpo is at app.karpo.ai. The Hit List is at theinfatuation.com. Bring both.
Sources
The Infatuation NYC Hit List (May 2026). Restaurant pages for Foul Witness, Cafe Mado, Ha's Snack Bar, Tatiana, Cafe Spaghetti, Raoul's. Eater NY coverage of the 2024 Frankies / Foul Witness opening. Eater NY profile of Anthony Ha and Sadie Mae Burns at Ha's Snack Bar.
Tags: #KarpoFinds #HeadToHead #KarpoVsTheInfatuation #NYC2026 #HitList #NYCDining #AIConcierge #WhereToEatNYC #CobbleHill #Chinatown #ProspectHeights #HasSnackBar #CafeMado #FoulWitness #NYCInsider #WednesdayNight #SidekickAI
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