OpenTable did the sensible thing with AI: it put a smart assistant exactly where the doubt lives, on the restaurant's own profile page. Launched in 2025, Concierge answers the questions that used to require a phone call — outdoor seating, group size, what to order — in seconds, across more than 60,000 restaurants. It's a real improvement. It's also answering a question you've already half-decided, which is a different job from the one Karpo does.
The Assistant on the Profile Page
OpenTable rolled out Concierge in 2025 as a generative-AI assistant embedded directly on restaurant profiles across its network of more than 60,000 restaurants worldwide. It draws on OpenTable's own trove of menus, reviews and descriptions, combined with Perplexity and OpenAI APIs, to answer diner questions in real time.
The use cases are practical and well chosen: "Do you have outdoor seating?", "Can you accommodate a large group?", "What should I order?", plus dietary guidance — the homework you'd otherwise do across five tabs. OpenTable has signaled that Concierge will eventually book the reservation for you, too. It is a sharp tool for the moment you're standing on one restaurant's page, deciding whether to commit.
Inside One Restaurant vs Across the City
The defining trait of Concierge is that it's bound to a profile. It is deep on the restaurant you're already looking at and silent on the question that comes before it: which restaurant in the first place. That's by design — it's a conversion tool for OpenTable's inventory — but it means the assistant starts after the hardest decision is made.
Karpo lives one step upstream. It begins before you've landed on any profile, when the question is still "where should tonight even happen?" It scans the city, not a single page, and narrows thousands of options down to the one that fits your night — then it can hand you straight to a booking surface to seal it. Concierge makes the restaurant you chose legible; Karpo helps you choose the restaurant. Those are adjacent jobs that feel similar and aren't.
The 21-Minute Problem
OpenTable's own research frames the stakes nicely: 54% of Americans research a restaurant before booking, and those who do spend around 21 minutes doing it; 27% have abandoned a booking entirely because the information was too hard to find. Concierge attacks that 21 minutes — inside a profile.
Karpo attacks a different slice of the same problem: the part before research, when you don't yet know which profile to open. By returning a single contextual pick, it removes the "which of these forty places" step that eats most of those minutes. For a lot of people the 21 minutes isn't spent reading one menu — it's spent bouncing between tabs trying to decide which menu to read, and that's the minute Karpo deletes. One tool shortens the research on a chosen restaurant; the other removes the need to comparison-shop forty of them.
Booking vs the Whole Evening
Concierge is built to turn a browser into a booker — answer the questions, then (soon) seat the table. That's a clean, valuable loop, and for the single-reservation job it's excellent. But a night out is rarely one reservation; it's a drink somewhere first, dinner, maybe a nightcap two blocks away.
Karpo designs the whole arc. It sequences the evening — where to start, where to eat, where to end — and then hands you to the booking layer, whether that's OpenTable or Resy, at exactly the right moment. One confirms a table; the other composes the night that table sits inside.
Where OpenTable Wins
Once you know the restaurant, OpenTable is close to unbeatable. Concierge answers menu and logistics questions from real first-party data, not guesswork, and it sits on top of the deepest reservation inventory in the business — 60,000-plus restaurants and the rails to book them instantly.
For the specific, high-intent moment of "I'm choosing this place, now answer my questions and seat me," nothing Karpo does replaces that. OpenTable owns the confirm-and-book end of the funnel, and it owns it well. That is a genuine, durable strength.
Discover vs Confirm
The cleanest way to hold both is as a relay. Karpo discovers and sequences; OpenTable confirms and seats. You text Karpo to settle where the night goes, and when it's time to lock the table, Concierge and OpenTable's reservation rails finish the job with first-party precision.
They're not fighting over the same minute. One answers "where should we go?" and the other answers "now that we've chosen, what should we know and can you book it?" Run them in sequence and the whole night, from idea to confirmed table, takes a handful of messages.
Practical notes
OpenTable's Concierge is available on participating restaurant profiles within OpenTable's apps and site; reservation booking through the assistant is being expanded. Karpo is free over iMessage — text the number on the service's homepage, no download or account needed, for unlimited NYC queries. The natural workflow is to use Karpo to decide and sequence the night, then OpenTable to confirm and book the table. Features and availability for both may change over time.
Tags: #KarpoFinds #KarpoVsOpenTable #OpenTableConcierge #RestaurantBooking #NYCDining #BestAIConciergeNYC #NYCConcierge #CityGuide #NewYorkCity #NYCSummer2026 #LocalAI #FoodTech #NYCInsider #NYCWeekend #AITools
Sources consulted: OpenTable - Concierge · PR Newswire · Time Out New York · NY Times - New York · Eater NY
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