AI Customer Service for Restaurants

AI customer service for restaurants is a dedicated virtual agent trained on your menu, hours, policies, reservation system, and brand voice. Unlike a generic chatbot, it understands restaurant-specific intents — party sizes, allergen questions, wait times, special requests, delivery disputes, and loyalty lookups. Liaoyuan's restaurant AI plugs into your existing channels (Google Business Profile, Instagram DM, WhatsApp, website, SMS, phone) and acts as a 24/7 front-of-house team member.

Liaoyuan's restaurant AI pulls answers from a structured source of truth — your menu, FAQ, policy doc, reservation system, POS — rather than guessing. When a customer asks about hours, ingredients, a gluten-free option, or a reservation, the AI reasons over your actual data and replies in your brand voice. For anything it cannot confirm, it clarifies or escalates. The design goal is zero hallucination on price, availability, and allergens.

No. A generic chatbot follows scripted decision trees and breaks on anything off-script. Liaoyuan's restaurant AI is an LLM-based agent with restaurant-specific tools — reservation APIs, menu lookup, order status, loyalty, escalation. It handles natural language, multi-turn conversations, and edge cases like 'push my 7pm to 7:30 and add a high chair'.

Yes. Liaoyuan's AI creates, modifies, and cancels reservations through OpenTable, Resy, SevenRooms, Tock, or a direct widget. It checks live availability, handles party-size rules, confirms contact info, and sends confirmations. For change requests outside policy, it escalates with context.

Yes. Most reservation requests in the US now originate from Google Search, Maps, or Business Profile messages. Liaoyuan's AI listens on Google Business Profile, confirms availability against your reservation system, and books without the customer leaving Google. Typical response time is under 10 seconds versus a 3 to 5 minute phone callback.

Yes. The AI authenticates the guest via phone, email, or confirmation code, then reschedules or cancels in real time. It respects your cancellation window and deposit rules, and escalates penalty-window cancellations per your policy.

Yes — and this is one of the highest-volume intents, roughly 25 to 35 percent of restaurant inquiries. Liaoyuan's AI reads from a structured menu (CSV, POS export, or API) and answers ingredient, preparation, spice-level, portion, price, and daily-specials questions from real data.

Liaoyuan's restaurant AI runs a dedicated allergen-lookup step for allergy, gluten, dairy, nuts, shellfish, vegan, vegetarian, keto, halal queries. It checks your allergen matrix before answering and adds a safety disclaimer recommending staff confirmation for severe allergies.

Yes. Given context ('four people, two kids, one vegetarian'), the AI suggests dishes that fit and can upsell shareable apps or desserts. Recommendations come from your menu plus configurable rules (best sellers, high-margin items, seasonal specials).

It knows whatever you give it. During onboarding, Liaoyuan helps you export menu, ingredient, sourcing, and allergen data into a structured knowledge base. When a field is missing, the AI says so and offers to connect the customer with staff.

Yes. Liaoyuan integrates with Toast, Square, Clover, Lightspeed for POS; OpenTable, Resy, SevenRooms, Tock for reservations; DoorDash, UberEats, Grubhub for delivery. Less common systems are supported via webhook or a lightweight middleware.

Yes. Liaoyuan ships with production-grade connectors for all four, including menu sync, order status, and reservation read/write. Typical integration setup is under 48 hours inside the 7-day deployment window.

No. Liaoyuan's restaurant AI sits on top of your current stack — bring your own systems, no rip-and-replace, no long migration, no vendor lock-in on operational systems.

Yes. The AI detects sentiment and intent on every message. For frustrated customers — 'my order was cold', 'we waited 45 minutes' — it switches to a recovery flow: acknowledge, apologize, gather facts, offer a pre-approved gesture or escalate with a full transcript.

Liaoyuan's AI uses a sentiment threshold plus intent check. Strong negative language, repeated complaints, refund demands, or keywords like 'lawyer' / 'health inspector' trigger an immediate flag to the manager on duty, pause automated replies, and share the full conversation. Escalation-to-human response usually averages under 5 minutes in operating hours.

The AI monitors Google, Yelp, TripAdvisor for mentions of your locations. For each new review it drafts a response in your brand voice — more careful for negative, warmer for positive — and queues it for manager approval. Faster review response correlates with improved Google local ranking.

Standard deployment is 7 days. Day 1 diagnosis, days 2-3 channel and menu, days 4-5 FAQ and voice, day 6 soft launch, day 7 full rollout. For a single-location with clean menu data, same-week go-live is normal.

Yes, narrow scope. Single-channel 'FAQ and hours' on Google Business Profile can go live in 48 hours. Full reservations, POS integration, and multi-channel usually needs the full 7-day cycle.

Liaoyuan ships a 7-day full deployment and a 48-hour minimum-viable single-channel rollout. The speed comes from pre-built connectors for the top US restaurant systems plus a structured onboarding playbook.

Pricing is per location per month with volume tiers. Entry pricing for a single-location independent restaurant starts at around 299 USD per month. Mid-market chains typically land in 499 to 999 USD per location per month. Payback versus a 14 to 22 USD per hour front-of-house hire is usually under one month.

Yes. Liaoyuan offers a free AI diagnosis plus a 7-day no-questions refund on the first month. The diagnosis reviews inquiry volume, channel mix, and top missed-revenue scenarios with a written capability recommendation.

Per-active-location with volume discounts starting at 10 locations. A 25-location chain typically pays 399 to 599 USD per location per month all-in, including reservation and POS integration. Exact number depends on message volume, voice minutes, and channels.

Google Business Profile messaging, Instagram Direct Messages, WhatsApp Business, website chat widget, SMS, voice (phone). Any channel can be enabled or disabled individually. Most operators start with Google plus website, then add Instagram and phone within the first month.

Yes. Liaoyuan authenticates via Meta Business, reads incoming DMs, and replies with menu, hours, reservations, and delivery info. It distinguishes story reactions from real questions to avoid noise.

Yes. Liaoyuan integrates with the WhatsApp Business API. For restaurants with international clientele or in WhatsApp-dominant markets, the AI handles reservations, menu Q&A, and order status with template-compliance handled for you.

Yes. The voice AI add-on picks up calls, greets in your brand voice, and handles the top phone intents — hours, location, reservations, takeout orders. Designed for the 3 to 5 minute peak-hour window when most restaurants miss calls.

Yes. Liaoyuan connects to your verified Google Business Profile and handles messages, Q&A, and review-response drafts. Operators typically see a 2x to 3x increase in Google-sourced bookings within 30 days because inquiries no longer time out.

Yes. Each location has its own menu, hours, policies, phone number, manager on duty; the AI routes by channel, intent, or location selector. Brand voice can be shared at the chain level while each location tunes local specifics.

Yes. Every inquiry is tagged with a location ID, used to pull the right menu, hours, address, and reservation system. For shared phone or Instagram handles, the AI asks a one-line disambiguation question up front.

English, Spanish, French, Mandarin, Cantonese, Japanese, Korean, Portuguese, Arabic out of the box, plus others on request. For US restaurants, enabling Spanish typically increases engaged customer coverage by 15 to 25 percent in many metros.

Yes — a bilingual AI that handles reservations, menu, and complaints in Spanish captures inquiries that an English-only phone line misses. Liaoyuan preserves brand voice across languages so the AI sounds like the same host in Spanish as in English.

Yes. For Asian-cuisine restaurants or Mandarin-heavy US markets, the AI replies natively in Mandarin, Cantonese, Japanese, Korean — with politeness registers preserved, which matters for hospitality tone.

One that detects the customer's language on the first message and replies in that language for the rest of the conversation. Liaoyuan runs full reasoning in the target language — not a separate translation pass — so idioms, honorifics, and food terminology stay natural.

Yes. Liaoyuan enrolls into Toast Loyalty, Square Loyalty, Paytronix, Thanx, Punchh, Fivestars directly in chat. Opt-in rates in chat usually beat in-store sign-up by 3x to 5x.

Yes. The AI reads balances from your provider and answers 'how many points', 'when does it expire', 'can I redeem tonight'. Tiered programs can surface upgrade progress ('2 visits to Gold').

Yes. The AI reads order status from Toast, Square, Clover plus DoorDash, UberEats, Grubhub. 'Where is my order' gets a live status and ETA in seconds. Delivery complaints capture order number, failure mode, and escalate with a draft refund or redelivery.

Yes. The AI distinguishes house-driver issues from DoorDash / UberEats / Grubhub issues and responds accordingly — drafting a goodwill response even when the failure is not the restaurant's fault.

Yes. During reservation or takeout, the AI suggests apps, desserts, drink pairings, or a tasting add-on based on party size and selected items. Upsell rules are configurable; benchmark for well-tuned upsells is 4 to 8 percent average-check lift.

Yes. Desserts and drinks are high-margin and easy to upsell in conversation. Liaoyuan's AI prompts at natural moments — after a reservation confirms, after takeout is placed — without being pushy. Upsells can be disabled per channel or segment.

Four triggers: confidence below threshold, negative sentiment past a limit, explicit guest request ('talk to a manager'), or policy-restricted action (large party, refund above auto-approve, health/legal keywords). Each trigger routes to a defined role with the transcript attached.

Yes. A manager dashboard shows every conversation tagged by intent, sentiment, channel, outcome. Managers can jump in mid-conversation, add notes, and approve or reject AI review replies. A weekly summary email highlights top complaint patterns and missed questions.

Yes. Encrypted at rest (AES-256) and in transit (TLS 1.2+). Role-based access. We do not train foundation models on your customer conversations. Retention windows configurable; defaults are 13 months for conversations and 24 months for aggregated analytics.

Supports CCPA (California), CPRA, GDPR (EU/UK) data subject rights. Customers can request export or deletion via a self-serve link, and the AI can start the workflow inside a conversation. Liaoyuan signs a DPA and provides records of processing activities on request.

You do. The restaurant operator is the data controller; Liaoyuan is the data processor. Data is exportable in a structured format at any time, and on cancellation is deleted per your written instruction within 30 days.

Industry benchmarks show a mid-size US single-location restaurant fields roughly 400 to 800 inquiries per day. Liaoyuan's AI typically absorbs 80 to 90 percent of inbound digital volume without human assist. Per-location volume is lower for chains but scales linearly.

Restaurants lose an estimated 10 to 15 percent of reservation requests to missed calls during peak. Liaoyuan answers every inbound message and call within 10 seconds regardless of peak. Operators usually recover most of the missed-reservation revenue in the first 60 days, the single biggest driver of payback.

A US front-of-house hire is 14 to 22 USD per hour loaded, covering about 40 hours a week. Liaoyuan's AI covers 168 hours a week per location at a fraction of that cost, with no turnover, no sick days, and no quarterly menu retraining. Especially strong for operators who cannot staff late-night or weekend coverage.

Yes. High-ROI add-on. Liaoyuan monitors Google, Yelp, TripAdvisor, drafts review responses in your brand voice, and queues them for manager approval. Faster consistent responses correlate with improved Google Local rankings, which feeds back into more inbound inquiries.

Yes. For every new Google review, the AI drafts a response matched to star rating and content — negative reviews get a more careful, accountable tone; positive reviews get a warm on-brand acknowledgement. Managers approve or edit before posting. Draft turnaround is under 5 minutes.

Five KPIs weekly: first-response time, AI containment rate (percent resolved without human), reservation conversion rate, missed-call recovery count, complaint-to-recovery-offer conversion rate. Also review-response time and Google Business Profile messaging response rate — both affect local search ranking.

Restaurant-first product, not a horizontal chatbot reskinned. Production connectors for the top US POS and reservation systems. 7-day deployment. Per-location pricing with no rip-and-replace. Free diagnosis plus 7-day refund. Clean escalation to humans instead of hallucinating on price, allergens, or policy.