AI Agents for
Full-Service Restaurants
Reservation requests arrive at midnight when your team is on the floor. Negative reviews sit without response through the weekend. Private event inquiries go cold while service is running. Agent Harbor deploys a custom AI agent fleet that handles reservations, reviews, and event inquiries 24/7.
Restaurants Lose Revenue and Reputation to Response Gaps
In hospitality, the response IS the experience. Slow reservation response, unanswered reviews, and cold catering inquiries cost you real revenue.
$1,200
Average catering inquiry value
Private events and catering inquiries average $1,200+ in revenue. A catering prospect who submits an inquiry and doesn't hear back within hours will book with a competitor. Most restaurants respond in days — or not at all.
1 star
Impact of unanswered negative reviews
Responding to negative reviews within 24 hours demonstrably improves rating recovery. Unanswered reviews signal indifference and amplify the negative impact on your star rating.
Repeat visits
Driven by loyalty outreach
Restaurants that run systematic loyalty outreach — birthday offers, visit anniversary messages, and seasonal specials — see repeat visit rates 30–40% higher than those that don't.
A Custom Fleet Built for Your Restaurant
Every agent is named by you and trained on your specific restaurant and style.
Reservation Management and Catering Inquiry Response
Your Reservation agent handles booking requests, confirmations, and modifications around the clock — so a table inquiry at 11pm gets a response, not a voicemail.
For catering and private events, your Catering agent responds to every inquiry within the hour — collecting event details, providing menu options and pricing, and scheduling a consultation call. A same-hour response converts at 3× the rate of a same-day response.
Your Review agent monitors Google, Yelp, and TripAdvisor daily — flagging reviews that need a response and drafting replies that are specific, professional, and on-brand.
11:30 PM. Reservation request: 'Party of 8 for Saturday at 7pm.' Reservation confirms availability, holds the table, and sends a confirmation with special occasion notes.
Catering inquiry. Catering responds within 30 minutes: 'Congratulations on your upcoming event! For a 40-person corporate dinner, we have two menu options in your price range — I'd love to set up a 15-minute call to walk through the details.'
Review response. Review draft: 'Thank you for taking the time to share this — I'm sorry the service timing fell short of what we strive for. This feedback has been shared with our team directly. We'd love another chance...'
Birthday offer. Loyalty: 'Happy birthday month, Marcus! We'd love to celebrate with you — complimentary dessert when you dine with us this month. We'd be honored to be part of your celebration.'
Visit anniversary. Loyalty: '1 year since your first dinner with us — we're grateful for your loyalty. We're running a special tasting menu this month that we think you'd love.'
Weekly digest. Digest: 'Week of March 3: 847 covers, 12 catering inquiries (3 converted, 9 pipeline), 14 new reviews (avg 4.6 stars), 3 reviews need response, 4 unanswered reservations from overnight.'
Guest Loyalty and Return Visit Generation
A guest who dines once and never receives follow-up communication is a guest you acquired at full cost and retained at nothing. Your Loyalty agent runs structured outreach to your guest database — birthday dinners, visit anniversaries, and seasonal specials.
For restaurants with a CRM or email list, the loyalty sequences are calibrated to dining frequency — monthly diners receive lighter-touch communication than quarterly diners.
The Digest delivers a weekly hospitality summary — reservation volume, covers, review activity, and catering pipeline — giving you a clear picture of business health before the week starts.
The Revenue Most Restaurants Leave in Unanswered Inquiries
Catering
One converted catering inquiry per week at $1,200 average covers the entire Launch plan — most restaurants receive 5–10 inquiries they never properly follow up on
Repeat visits
Loyalty-driven repeat visits are 5× cheaper to generate than new guest acquisition — birthday and anniversary outreach is the highest-ROI marketing activity in hospitality
Reviews
Responding to negative reviews within 24 hours demonstrably improves rating recovery — unanswered reviews compound into lower star ratings that directly reduce cover volume
These agents don't run your kitchen. They handle the outreach and response work that fills your tables.
Ready to capture every reservation request and catering inquiry?
Tell us about your restaurant and we'll show you exactly which agents deliver the highest-value starting point.
All plans include a 30-day money-back guarantee · No technical setup required