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Founder, Oxaide

Complete guide to restaurant AI customer support. Automate reservation requests, menu questions, order tracking, and table availability across WhatsApp, Instagram, and your website.

December 4, 2025
12 min read
AI Desk Team

Your restaurant phone rings constantly. The same questions, over and over.

"Do you have a table for 4 tonight at 7?" "What are your vegetarian options?" "Are you open on Monday?" "Can I modify my reservation?"

Meanwhile, your staff is trying to serve customers who are actually in the restaurant. Every phone call pulls them away.

This guide shows restaurant owners and F&B groups how to automate 60-70% of customer inquiries with AI—without losing the personal touch that makes hospitality special.

The Restaurant Customer Service Challenge

Restaurants face unique support challenges:

High Volume, Low Margin

  • Average restaurant receives 50-200+ calls per day
  • Each call handled by staff costs $1-3 in labor
  • Margins are thin—support costs hit hard

Time-Sensitive Inquiries

  • Reservation requests need fast response
  • Wait time questions require real-time data
  • Order issues need immediate attention

Multi-Channel Fragmentation

  • Phone calls
  • Instagram DMs (increasingly common)
  • WhatsApp (dominant in Asia, LATAM, Europe)
  • Google Business messages
  • Website contact forms

Staff Limitations

  • Front-of-house staff has dual responsibilities
  • No dedicated customer service team
  • Peak hours = worst support availability

What Restaurant AI Can Actually Handle

Tier 1: Fully Automatable (90%+ success)

Basic Information

  • Operating hours by day
  • Location and parking information
  • Dress code
  • Pet policy
  • Accessibility features

Menu Questions

  • Full menu with prices
  • Dietary options (vegetarian, vegan, halal, gluten-free)
  • Allergen information
  • Daily specials (if integrated)
  • Kids menu availability

Reservation Basics

  • Available time slots (with calendar integration)
  • Party size limits
  • Reservation duration policies
  • Deposit requirements
  • Cancellation policy

Tier 2: Mostly Automatable (70-85% success)

Reservation Processing

  • Taking new reservation requests
  • Modifying existing reservations
  • Confirming reservations
  • Sending reminders

Order-Related

  • Takeaway order status
  • Delivery tracking
  • Order modifications (before preparation)
  • Reorder requests

Pre-Visit Questions

  • Recommendations for specific occasions
  • Wine/drink menu previews
  • Private event capabilities
  • Gift card purchasing

Tier 3: Human Required

Real-Time Issues

  • Wait time for walk-ins (requires floor visibility)
  • Kitchen delays (live status)
  • Specific table requests

Complaints

  • Food quality issues
  • Service complaints
  • Billing disputes

Complex Events

  • Custom catering quotes
  • Wedding receptions
  • Corporate event planning

Setting Up Restaurant AI Support

Step 1: Define Your Information Architecture

Before deploying AI, structure your information:

Restaurant Profile

Name: [Restaurant Name]
Cuisine: [Type]
Price Range: [$$-$$$$]
Location: [Address]
Parking: [Details]
Hours:
  - Monday: Closed
  - Tuesday-Thursday: 11:30 AM - 10:00 PM
  - Friday-Saturday: 11:30 AM - 11:00 PM
  - Sunday: 10:00 AM - 9:00 PM (Brunch until 2 PM)

Menu Structure

Categories:
  - Appetizers: [List with prices]
  - Mains: [List with prices]
  - Desserts: [List with prices]
  - Drinks: [List with prices]

Dietary Tags:
  - Vegetarian: [Items]
  - Vegan: [Items]
  - Gluten-Free: [Items]
  - Halal: [Yes/No]
  - Nut-Free: [Items]

Policies

Reservations:
  - Advance booking: Up to 30 days
  - Party size: 1-12 (larger groups contact directly)
  - Deposit: Required for 6+ guests
  - Cancellation: 24 hours notice

Takeaway/Delivery:
  - Order lead time: 30-45 minutes
  - Delivery radius: 5km
  - Minimum order: $30
  - Delivery fee: $5 (free over $60)

Step 2: Connect Your Reservation System

For full automation, integrate with your booking platform:

Popular Integrations

  • OpenTable
  • Resy
  • SevenRooms
  • Quandoo
  • Yelp Reservations
  • Custom booking systems (via API)

What Integration Enables

  • Real-time availability checking
  • Direct booking without human intervention
  • Automatic confirmation messages
  • Modification and cancellation processing
  • No-show tracking

Without Integration

  • AI collects reservation request details
  • Forwards to staff for manual confirmation
  • Still saves time, but requires human step

Step 3: Deploy on Key Channels

Website Chat Widget Essential for capturing visitors browsing your site. They are already interested—make it easy to book.

WhatsApp Business Critical for markets where WhatsApp dominates (Singapore, India, Indonesia, Brazil, Europe). Many customers prefer messaging over calling.

Instagram DM If your restaurant has Instagram presence, this is where younger customers reach out. Food photos drive DMs asking about menu items.

Google Business Messages Captures customers searching on Google Maps—they are actively looking for restaurants nearby.

Step 4: Create Response Templates

Reservation Request

Thanks for your interest in [Restaurant Name]! 🍽️

I'd love to help you book a table. To check availability:

📅 What date?
⏰ What time?
👥 How many guests?

Or if you prefer, book directly: [Booking Link]

Menu Question

Great question! Here's our [category] selection:

[List items with prices]

All items can be found on our full menu: [Menu Link]

Any dietary requirements I should know about?

Hours/Location

We're located at [Address] 📍

Our hours:
[List by day]

Parking is available at [details].

Would you like to make a reservation?

Multi-Location Restaurant Groups

For restaurant groups or franchises, AI becomes even more valuable:

Centralized Knowledge, Local Customization

Shared Across All Locations

  • Brand policies
  • Menu categories and core items
  • Dietary/allergen information
  • Booking policies

Location-Specific

  • Address and hours
  • Local specials
  • Event capabilities
  • Specific pricing (if varies)

Unified Inbox for All Locations

All messages across all locations flow into one dashboard:

  • Route to appropriate location
  • Track response times per location
  • Compare performance metrics
  • Maintain brand consistency

Scalable Without Additional Headcount

Opening a new location? AI handles customer service from day one:

  • Add location profile
  • Connect channels
  • Same training, same quality

Measuring Restaurant AI Success

Key Metrics

Reservation Conversion Rate

  • What percentage of inquiries become bookings?
  • Target: 30-50% for AI-initiated conversations

Response Time

  • AI: Under 30 seconds
  • Target for humans: Under 5 minutes during operating hours

Automation Rate

  • Inquiries resolved without human intervention
  • Target: 60-70% for well-configured system

No-Show Reduction

  • Automated reminders reduce no-shows
  • Target: 20-40% reduction from baseline

Customer Satisfaction

  • Post-interaction survey
  • Target: 4.0+ on 5-point scale

Revenue Attribution

Track how AI-initiated conversations lead to bookings:

  • "How did you hear about us?" tracking
  • Reservation source tagging
  • Revenue per channel analysis

Common Restaurant AI Scenarios

Scenario 1: Weekend Reservation Request

Customer (Instagram DM, Friday afternoon): "Hey! Do you have anything available for 4 people tomorrow night around 7-8pm?"

AI Response: "Hi! Let me check Saturday availability for 4 guests.

I found these openings: • 6:30 PM ✓ • 7:00 PM ✓ • 8:30 PM ✓

The 7:00 PM slot is popular and fills fast. Would you like me to book one of these for you? Just need a name and phone number to confirm."

Customer: "7pm please! Name is Sarah, phone is 91234567"

AI Response: "Perfect! ✅ I've booked a table for 4 at 7:00 PM on Saturday, December 7th under Sarah (9123-4567).

You'll receive a confirmation message shortly. If anything changes, just message us here at least 24 hours in advance.

See you Saturday! 🍽️"

Scenario 2: Dietary Inquiry

Customer (WhatsApp): "Hi, my son has a severe nut allergy. What can he safely eat at your restaurant?"

AI Response: "Thanks for letting us know—we take allergies seriously.

These dishes are prepared nut-free: • Grilled Salmon with Vegetables • Margherita Pizza • Spaghetti Carbonara • Caesar Salad (request without croutons) • Kids Chicken Tenders & Fries

Our kitchen does handle nuts, so we recommend informing your server about the severity when you arrive, and they'll ensure extra precautions.

Would you like to make a reservation? I can add an allergy note to the booking."

Scenario 3: Event Inquiry

Customer (Website): "I'm planning my wife's 40th birthday dinner for about 20 people. Can you accommodate? Looking at a Saturday in February."

AI Response: "Happy early birthday to your wife! 🎂

For a party of 20, we'd recommend our private dining room. Here's what's included:

• Private space for up to 24 guests • Customizable set menu ($75-120 per person) • Dedicated server • Decorations welcome (you provide)

Saturday February dates are booking fast for private events.

I'll connect you with our events team who can discuss menu options and check availability. Can I get your email address, and they'll reach out within 24 hours?"

AI Action: Escalates to human with full context captured.

Advanced: Integration Examples

Integration with POS (Point of Sale)

When connected to your POS:

  • Real-time menu availability (86'd items hidden)
  • Price updates automatic
  • Specials pushed to AI instantly

Integration with Waitlist Systems

For walk-in focused restaurants:

  • "What's the current wait time?" answered in real-time
  • Remote waitlist joining via chat
  • SMS notifications when table ready

Integration with Delivery Platforms

For delivery-heavy operations:

  • Order status from Uber Eats, DoorDash, etc.
  • Complaint routing to appropriate platform
  • Cross-platform order history

The Hospitality Balance

AI should enhance hospitality, not replace it.

What AI Should Do

  • Answer repetitive questions instantly
  • Process routine reservations
  • Handle after-hours inquiries
  • Capture lead information for follow-up

What Humans Should Do

  • Greet guests personally in-restaurant
  • Handle complaints with genuine empathy
  • Make special occasions memorable
  • Build regular customer relationships

The Handoff

When AI escalates, it should provide full context:

"Transferring to our team. Here's what I know:

  • Guest: Sarah, party of 4, Saturday 7 PM booking
  • Special request: Nut allergy for child
  • Question: Asked about birthday cake options
  • Sentiment: Excited, planning celebration"

Humans pick up with full picture, no repetition required.

Getting Started

Week 1: Foundation

  • Choose platform (Oxaide, others)
  • Upload menu and basic info
  • Deploy on website

Week 2: Channels

  • Connect Instagram DM
  • Set up WhatsApp (if applicable)
  • Configure Google Business Messages

Week 3: Integration

  • Connect reservation system
  • Test end-to-end booking flow
  • Train staff on escalation handling

Week 4: Optimization

  • Review AI conversations
  • Refine responses
  • Add missing information

Ongoing

  • Update for seasonal menus
  • Add special event information
  • Monitor metrics weekly

Oxaide for Restaurants

Oxaide works well for restaurants because:

  • WhatsApp + Instagram native: Where restaurant customers actually message
  • Multi-location support: One platform for all branches
  • Webhook integration: Connect to any reservation system
  • Multilingual: Essential for tourist-heavy locations
  • Flat pricing: Predictable costs regardless of inquiry volume

Try free for 14 days. Connect your Instagram, upload your menu, and see how AI handles real customer questions.


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