Turtle Bay: 80%+ of customer support questions answered automatically on Instagram

Turtle Bay is a Caribbean-inspired restaurant chain with locations across the UK. Like most restaurant groups with a strong social presence, they were receiving significant volume of customer enquiries through Instagram DMs — questions about bookings, menus, allergens, opening hours, gift cards, and event hire — that their social team was handling manually.

The manual handling was expensive and slow. Customers messaging on a Friday evening were getting replies on Monday morning. The brief was to automate the handling of common enquiries without losing the warmth of the brand — and to escalate the small number of complex or sensitive issues to a human, instantly.

We deployed a virtual customer support agent in Instagram DMs, trained on Turtle Bay's menu, allergen information, booking policies, gift card products, and event hire details. The agent handles the full conversation lifecycle: greeting, intent identification, resolution, and closure — including sending booking links, sharing specific menu information, and directing allergen queries to the appropriate resource.

The escalation logic was designed carefully. Complaints, refund requests, and queries the agent couldn't resolve with high confidence were routed to a human team member — flagged, prioritised, and passed on with full conversation context. The agent never dead-ends a customer.

Brand-first tone

Turtle Bay has a distinctive, warm, Caribbean-inflected brand voice. The agent was built to match it — not a sterile corporate support bot, but something that felt like a knowledgeable member of the restaurant team.

Instant resolution for the 80%

Most customer support questions are variations on the same small set of enquiries. The agent resolves these instantly, at any hour, with accurate information. The 80%+ automation rate means the human team handles only genuinely complex or sensitive cases.

Intelligent escalation

When the agent encounters a complaint, a refund request, or any query outside its confidence threshold, it escalates immediately — passing the full conversation context to a human so the customer never has to repeat themselves.

A fully deployed Instagram DM customer support agent, trained on Turtle Bay's operational content and brand guidelines, with escalation routing and human handoff capability built in from day one.

The Turtle Bay pattern applies to any hospitality or retail brand with a significant social media presence and a recurring volume of similar customer enquiries. Restaurants, bars, hotels, gyms, spas, retailers — anywhere that customers naturally reach out via Instagram DMs with questions that could be answered from a structured knowledge base.

The 80%+ automation rate is achievable for most businesses because most customer support enquiries are repetitive. The variation is in tone and brand fit — a support bot that sounds like a generic enterprise helpdesk damages the brand even when it resolves the query. Getting the voice right is as important as getting the answers right.

The escalation design is the part businesses most often underinvest in. A bot that dead-ends customers — tells them it can't help and offers no route forward — is worse than no bot at all. The Turtle Bay build routes every escalation with context, so the human team experience is better too, not just the customer experience.