# a chatbot for restaurants

**Restaurant chatbots are a crowded, stale idea; the open-source field is small and the clearest money is in phone/orders automation, not a generic chatbot.**

Confidence: high  ·  86 signals  ·  checked 2026-08-01

[Full report with live links](https://showsitsworks.com/idea/chatbot-for-restaurants)

## Who is already building this

*From data*

- itzzritik/OrderWorder is the strongest live open-source competitor: 133 stars, last push 2026-02-24, and it already bundles QR menus, chatbot recommendations, ordering, kitchen tracking, and admin dashboards.
  - [itzzritik/OrderWorder](https://github.com/itzzritik/OrderWorder) `github` — 2023-09-09
- nkjm/table-order is a smaller but relevant project with 47 stars, last push 2023-01-09, and it covers table order, payment, and a web order board.
  - [nkjm/table-order](https://github.com/nkjm/table-order) `github` — 2019-05-23
- haryphamdev/facebook-messenger-restaurant-chat-bot has 23 stars and last push 2022-12-13; it is an older Messenger-based restaurant chatbot.
  - [haryphamdev/facebook-messenger-restaurant-chat-bot](https://github.com/haryphamdev/facebook-messenger-restaurant-chat-bot) `github` — 2020-06-05
- wassengerhq/whatsapp-chatgpt-bot-restaurant has 19 stars and last push 2023-12-07; it targets customer support and table reservations on WhatsApp.
  - [wassengerhq/whatsapp-chatgpt-bot-restaurant](https://github.com/wassengerhq/whatsapp-chatgpt-bot-restaurant) `github` — 2023-11-04
- Other open-source projects are stale or dead: JudeLee19/korean_restaurant_reservation has 76 stars and last push 2018-11-12, terrenjpeterson/caloriecounter has 59 stars and last push 2018-02-21, and dhrubach/nlp_bot_restaurant has 14 stars and last push 2019-07-25.
  - [JudeLee19/korean_restaurant_reservation](https://github.com/JudeLee19/korean_restaurant_reservation) `github` — 2017-07-11
  - [terrenjpeterson/caloriecounter](https://github.com/terrenjpeterson/caloriecounter) `github` — 2017-07-09
  - [dhrubach/nlp_bot_restaurant](https://github.com/dhrubach/nlp_bot_restaurant) `github` — 2019-07-11

## What people actually say

*From data*

- "I would like to create a simple AI-based chatbot for restaurants and a knowledge source (the menu)." A Discourse user is asking for help building a restaurant menu bot for many restaurants.
  - [Chatbot restaurant](https://community.n8n.io/t/chatbot-restaurant/200745) `discourse` — 2025-10-06
- "I want to create a chatbot to help answer inquiries in a restaurant I manage for both employees and customers." This is a first-hand need for internal and customer-facing restaurant support.
  - [Custom Trained API Chatbot with History](https://community.openai.com/t/custom-trained-api-chatbot-with-history/230634) `discourse` — 2023-05-26
- "I am making a chatbot to collect orders from a restaurant" A builder is trying to use chat to take orders inside an existing restaurant workflow.
  - [How to deliver to the user the exact tool output?](https://community.openai.com/t/how-to-deliver-to-the-user-the-exact-tool-output/655331/3) `discourse` — 2024-02-26
- "I want to create a chatbot that can answer questions about an specific topic… say… restaurant hours and food for example." Another builder wants a simple restaurant Q&A bot.
  - [Where can I start to learn and code?](https://community.openai.com/t/where-can-i-start-to-learn-and-code/428712) `discourse` — 2023-10-12
- "I was building a WhatsApp chatbot + n8n workflow to take online orders for our restaurant." This is a live automation use case, not a toy project.
  - [Printing from n8n to a local Windows printer (behind firewalls)](https://community.n8n.io/t/printing-from-n8n-to-a-local-windows-printer-behind-firewalls/267091) `discourse` — 2026-02-19

## People asking to be sold to

*From data*

- "Could you advise me on costs and solutions for this startup and how you could help me?" The buyer is explicitly asking for implementation and pricing help.
  - [Chatbot restaurant](https://community.n8n.io/t/chatbot-restaurant/200745) `discourse` — 2025-10-06
- "I want to create a small application to add to the portfolio using Openai applications." This is a builder willing to spend time and likely money on a restaurant chatbot project.
  - [Develop an Assistant Chatbot for Restaurant](https://community.openai.com/t/develop-an-assistant-chatbot-for-restaurant/312494) `discourse` — 2023-07-30
- "I want to create a chatbot to help answer inquiries in a restaurant I manage" The need is tied to an operating restaurant, which is a stronger buying signal than a generic curiosity post.
  - [Custom Trained API Chatbot with History](https://community.openai.com/t/custom-trained-api-chatbot-with-history/230634) `discourse` — 2023-05-26
- "The automation part worked great: incoming message → parse → create order → send confirmation." This shows someone already using a chatbot workflow in production-like operations and looking for the next integration step.
  - [Printing from n8n to a local Windows printer (behind firewalls)](https://community.n8n.io/t/printing-from-n8n-to-a-local-windows-printer-behind-firewalls/267091) `discourse` — 2026-02-19

## Where the opening is

*Model estimate*

- The signals do not show a clear gap around basic restaurant chatbot features like reservations, menu Q&A, order taking, or WhatsApp support; those are already covered by multiple projects and tutorials.
  - [itzzritik/OrderWorder](https://github.com/itzzritik/OrderWorder) `github` — 2023-09-09
  - [nkjm/table-order](https://github.com/nkjm/table-order) `github` — 2019-05-23
  - [wassengerhq/whatsapp-chatgpt-bot-restaurant](https://github.com/wassengerhq/whatsapp-chatgpt-bot-restaurant) `github` — 2023-11-04
  - [Restaurant Chatbot: How to Build One](https://www.tidio.com/blog/restaurant-chatbot) `tavily`
  - [Chatbot for Restaurants - Reservation Chatbot](https://www.streebo.com/chatbot-for-restaurants) `tavily`
  - [Live Chat and Chatbot for Restaurants—Zoho SalesIQ](https://www.zoho.com/salesiq/live-chat-for-restaurants.html) `tavily`
  - [Guide to Restaurant Chatbots (2026)](https://botpress.com/blog/chatbot-for-restaurants) `tavily`
  - [AI Chatbot for Restaurants & Hospitality](https://chitchatbot.ai/verticals/restaurants) `tavily`
- The more specific gap seems to be a product that is actually deployable for independent restaurants: phone, WhatsApp, reservations, and order handoff in one workflow, not just a demo bot.
  - [Show HN: Gnbly – ChatGPT Powered Phone Assistants](https://news.ycombinator.com/item?id=35668078) `hackernews` — 2023-04-22
  - [Live Chat and Chatbot for Restaurants—Zoho SalesIQ](https://www.zoho.com/salesiq/live-chat-for-restaurants.html) `tavily`
  - [How to Build a Restaurant AI Chatbot in Under 30 minutes](https://www.youtube.com/watch?v=Nv1y3zSarYM&vl=en) `tavily`
  - [Printing from n8n to a local Windows printer (behind firewalls)](https://community.n8n.io/t/printing-from-n8n-to-a-local-windows-printer-behind-firewalls/267091) `discourse` — 2026-02-19
  - [Father's Day Is Six Weeks Out. US Restaurants That Don't Prepare Their Phone Coverage Will Feel It.](https://dev.to/ringfoods/fathers-day-is-six-weeks-out-us-restaurants-that-dont-prepare-their-phone-coverage-will-feel-it-2dhk) `devto` — 2026-05-03
- Another gap is operational polish: memory, context, order parsing, and integration into the restaurant's existing systems. Several complaints are about exactly those parts, not about the chatbot idea itself.
  - [FineTuned GPT3.5 chatbot memory](https://community.openai.com/t/finetuned-gpt3-5-chatbot-memory/576788) `discourse` — 2023-12-31
  - [Custom Trained API Chatbot with History](https://community.openai.com/t/custom-trained-api-chatbot-with-history/230634) `discourse` — 2023-05-26
  - [How to deliver to the user the exact tool output?](https://community.openai.com/t/how-to-deliver-to-the-user-the-exact-tool-output/655331/3) `discourse` — 2024-02-26
  - [Printing from n8n to a local Windows printer (behind firewalls)](https://community.n8n.io/t/printing-from-n8n-to-a-local-windows-printer-behind-firewalls/267091) `discourse` — 2026-02-19

## How big the market might be

*Model estimate*

- This search found 4 named open-source projects, and 3 of them are dead while 1 is only slow; that is a small but real visible competitor set.
  - [itzzritik/OrderWorder](https://github.com/itzzritik/OrderWorder) `github` — 2023-09-09
  - [JudeLee19/korean_restaurant_reservation](https://github.com/JudeLee19/korean_restaurant_reservation) `github` — 2017-07-11
  - [terrenjpeterson/caloriecounter](https://github.com/terrenjpeterson/caloriecounter) `github` — 2017-07-09
  - [nkjm/table-order](https://github.com/nkjm/table-order) `github` — 2019-05-23
  - [haryphamdev/facebook-messenger-restaurant-chat-bot](https://github.com/haryphamdev/facebook-messenger-restaurant-chat-bot) `github` — 2020-06-05
  - [wassengerhq/whatsapp-chatgpt-bot-restaurant](https://github.com/wassengerhq/whatsapp-chatgpt-bot-restaurant) `github` — 2023-11-04
  - [dhrubach/nlp_bot_restaurant](https://github.com/dhrubach/nlp_bot_restaurant) `github` — 2019-07-11
- There are 12 first-hand complaints, 0 unsolved questions, and 0 stated wants in the collected signals, which suggests more implementation pain than explicit demand shaping.
  - [MINIM2: Implementar un chatbot intel·ligent capaç de recomanar restaurants i ofertes gastronòmiques als clients, així com oferir suport tècnic bàsic als restaur](https://github.com/manelcolominas/EA-easyeat-backend2/issues/131) `githubissues` — 2026-05-22
  - [Chatbot restaurant](https://community.n8n.io/t/chatbot-restaurant/200745) `discourse` — 2025-10-06
  - [Develop an Assistant Chatbot for Restaurant](https://community.openai.com/t/develop-an-assistant-chatbot-for-restaurant/312494) `discourse` — 2023-07-30
  - [FineTuned GPT3.5 chatbot memory](https://community.openai.com/t/finetuned-gpt3-5-chatbot-memory/576788) `discourse` — 2023-12-31
  - [Custom Trained API Chatbot with History](https://community.openai.com/t/custom-trained-api-chatbot-with-history/230634) `discourse` — 2023-05-26
  - [How to deliver to the user the exact tool output?](https://community.openai.com/t/how-to-deliver-to-the-user-the-exact-tool-output/655331/3) `discourse` — 2024-02-26
  - [Where can I start to learn and code?](https://community.openai.com/t/where-can-i-start-to-learn-and-code/428712) `discourse` — 2023-10-12
  - [Printing from n8n to a local Windows printer (behind firewalls)](https://community.n8n.io/t/printing-from-n8n-to-a-local-windows-printer-behind-firewalls/267091) `discourse` — 2026-02-19
- The largest usage signal in the surrounding tooling is n8n-nodes-kipps at 287,074 downloads last month, showing heavy demand for chatbot/voice/WhatsApp automation infrastructure.
  - [npm: n8n-nodes-kipps](https://www.npmjs.com/package/n8n-nodes-kipps) `registries` — 2026-06-29
- Other relevant building blocks also have usage: @aws-sdk/client-chatbot has 42,847 downloads last month, react-simple-chatbot has 13,337, and cdk-slack-chatbot has 10,426.
  - [npm: @aws-sdk/client-chatbot](https://www.npmjs.com/package/@aws-sdk/client-chatbot) `registries` — 2026-07-31
  - [npm: react-simple-chatbot](https://www.npmjs.com/package/react-simple-chatbot) `registries` — 2019-05-04
  - [npm: cdk-slack-chatbot](https://www.npmjs.com/package/cdk-slack-chatbot) `registries` — 2023-08-29
- Two matching communities were found: community.n8n.io and community.openai.com.
  - [What's your most profitable n8n workflow?What's your most profitable n8n workflow?](https://community.n8n.io/t/whats-your-most-profitable-n8n-workflow-whats-your-most-profitable-n8n-workflow/302570/5) `discourse` — 2026-07-09
  - [Where can I start to learn and code?](https://community.openai.com/t/where-can-i-start-to-learn-and-code/428712) `discourse` — 2023-10-12
  - [Printing from n8n to a local Windows printer (behind firewalls)](https://community.n8n.io/t/printing-from-n8n-to-a-local-windows-printer-behind-firewalls/267091) `discourse` — 2026-02-19
  - [🚀 Hiring: Freelance AI Automation Engineer (Remote)](https://community.n8n.io/t/hiring-freelance-ai-automation-engineer-remote/299853/3) `discourse` — 2026-06-22

## What could go wrong

*Model estimate*

- This can become a tarpit: HN explicitly grouped restaurant recommendation apps and AI chatbots as ideas that attract founders but often do not work out.
  - [What are tarpit ideas in the AI era?](https://news.ycombinator.com/item?id=47995879) `hackernews` — 2026-05-03
- The market may be crowded at the demo layer but weak at the paid layer; several projects are tutorials, prototypes, or repos that stopped updating years ago.
  - [JudeLee19/korean_restaurant_reservation](https://github.com/JudeLee19/korean_restaurant_reservation) `github` — 2017-07-11
  - [terrenjpeterson/caloriecounter](https://github.com/terrenjpeterson/caloriecounter) `github` — 2017-07-09
  - [haryphamdev/facebook-messenger-restaurant-chat-bot](https://github.com/haryphamdev/facebook-messenger-restaurant-chat-bot) `github` — 2020-06-05
  - [wassengerhq/whatsapp-chatgpt-bot-restaurant](https://github.com/wassengerhq/whatsapp-chatgpt-bot-restaurant) `github` — 2023-11-04
  - [dhrubach/nlp_bot_restaurant](https://github.com/dhrubach/nlp_bot_restaurant) `github` — 2019-07-11
  - [ushareng/Restaurant-Menu-ordering-chatbot-using-Gemma-Langchain-and-Chroma-DB](https://github.com/ushareng/Restaurant-Menu-ordering-chatbot-using-Gemma-Langchain-and-Chroma-DB) `github` — 2024-02-27
  - [Vaakash89/Rasa-Restaurant-Chatbot](https://github.com/Vaakash89/Rasa-Restaurant-Chatbot) `github` — 2019-03-14
  - [s-4-m-a-n/RestaurantBot](https://github.com/s-4-m-a-n/RestaurantBot) `github` — 2023-05-21
  - [ehrhart/deeppavlov-restaurants](https://github.com/ehrhart/deeppavlov-restaurants) `github` — 2019-08-09
  - [haoranguovictor/AWS_Restaurant_Order_Assistant](https://github.com/haoranguovictor/AWS_Restaurant_Order_Assistant) `github` — 2018-09-06
- A generic chatbot for restaurants is easy to copy and may get squeezed by existing platforms already shipping reservations, menu display, and messaging integrations.
  - [Restaurant Chatbot: How to Build One](https://www.tidio.com/blog/restaurant-chatbot) `tavily`
  - [Chatbot for Restaurants - Reservation Chatbot](https://www.streebo.com/chatbot-for-restaurants) `tavily`
  - [Live Chat and Chatbot for Restaurants—Zoho SalesIQ](https://www.zoho.com/salesiq/live-chat-for-restaurants.html) `tavily`
  - [Guide to Restaurant Chatbots (2026)](https://botpress.com/blog/chatbot-for-restaurants) `tavily`
  - [AI Chatbot for Restaurants & Hospitality](https://chitchatbot.ai/verticals/restaurants) `tavily`
- The operational edge cases are hard: memory, exact order output, and routing to the right action keep coming up in the complaints.
  - [FineTuned GPT3.5 chatbot memory](https://community.openai.com/t/finetuned-gpt3-5-chatbot-memory/576788) `discourse` — 2023-12-31
  - [How to deliver to the user the exact tool output?](https://community.openai.com/t/how-to-deliver-to-the-user-the-exact-tool-output/655331/3) `discourse` — 2024-02-26
  - [Printing from n8n to a local Windows printer (behind firewalls)](https://community.n8n.io/t/printing-from-n8n-to-a-local-windows-printer-behind-firewalls/267091) `discourse` — 2026-02-19

## What to do this week

*Model estimate*

- Do not build a general restaurant chatbot first. Start with one narrow workflow: WhatsApp or phone order capture plus reservation handoff for independent restaurants.
  - [wassengerhq/whatsapp-chatgpt-bot-restaurant](https://github.com/wassengerhq/whatsapp-chatgpt-bot-restaurant) `github` — 2023-11-04
  - [Show HN: Gnbly – ChatGPT Powered Phone Assistants](https://news.ycombinator.com/item?id=35668078) `hackernews` — 2023-04-22
  - [Live Chat and Chatbot for Restaurants—Zoho SalesIQ](https://www.zoho.com/salesiq/live-chat-for-restaurants.html) `tavily`
  - [How to Build a Restaurant AI Chatbot in Under 30 minutes](https://www.youtube.com/watch?v=Nv1y3zSarYM&vl=en) `tavily`
  - [Printing from n8n to a local Windows printer (behind firewalls)](https://community.n8n.io/t/printing-from-n8n-to-a-local-windows-printer-behind-firewalls/267091) `discourse` — 2026-02-19
- Design around the failures in the signals: menu context, chat history, exact order parsing, and sending the right confirmation back to staff or kitchen systems.
  - [FineTuned GPT3.5 chatbot memory](https://community.openai.com/t/finetuned-gpt3-5-chatbot-memory/576788) `discourse` — 2023-12-31
  - [Custom Trained API Chatbot with History](https://community.openai.com/t/custom-trained-api-chatbot-with-history/230634) `discourse` — 2023-05-26
  - [How to deliver to the user the exact tool output?](https://community.openai.com/t/how-to-deliver-to-the-user-the-exact-tool-output/655331/3) `discourse` — 2024-02-26
  - [Printing from n8n to a local Windows printer (behind firewalls)](https://community.n8n.io/t/printing-from-n8n-to-a-local-windows-printer-behind-firewalls/267091) `discourse` — 2026-02-19
- Validate with owners who already pay for phone answering or missed-call recovery, because the surrounding content shows that phone coverage and order handling are where the money pressure is.
  - [Building AI Phone Ordering for Restaurants — What Actually Works in 2026](https://dev.to/voicefleet/building-ai-phone-ordering-for-restaurants-what-actually-works-in-2026-1l63) `devto` — 2026-05-05
  - [Why Restaurant Callers Hang Up Before You Can Help Them (And the Fix)](https://dev.to/ringfoods/why-restaurant-callers-hang-up-before-you-can-help-them-and-the-fix-1hm2) `devto` — 2026-04-17
  - [What US Restaurants Pay for Phone Answering in 2026 (And Why the Math Is Shifting)](https://dev.to/ringfoods/what-us-restaurants-pay-for-phone-answering-in-2026-and-why-the-math-is-shifting-311k) `devto` — 2026-04-23
  - [Why Restaurant Callers Hang Up Before You Can Help Them (And the Fix)](https://dev.to/ringfoods/why-restaurant-callers-hang-up-before-you-can-help-them-and-the-fix-204l) `devto` — 2026-04-20
  - [Answering Service vs. AI: What a Restaurant Actually Gets for the Money](https://dev.to/ringfoods/answering-service-vs-ai-what-a-restaurant-actually-gets-for-the-money-36n8) `devto` — 2026-06-10
  - [Father's Day Is Six Weeks Out. US Restaurants That Don't Prepare Their Phone Coverage Will Feel It.](https://dev.to/ringfoods/fathers-day-is-six-weeks-out-us-restaurants-that-dont-prepare-their-phone-coverage-will-feel-it-2dhk) `devto` — 2026-05-03
- If you build, aim for a product that is operationally usable in one restaurant in a week, not a chatbot framework or demo generator.
  - [itzzritik/OrderWorder](https://github.com/itzzritik/OrderWorder) `github` — 2023-09-09
  - [nkjm/table-order](https://github.com/nkjm/table-order) `github` — 2019-05-23
  - [wassengerhq/whatsapp-chatgpt-bot-restaurant](https://github.com/wassengerhq/whatsapp-chatgpt-bot-restaurant) `github` — 2023-11-04
  - [Develop an Assistant Chatbot for Restaurant](https://community.openai.com/t/develop-an-assistant-chatbot-for-restaurant/312494) `discourse` — 2023-07-30
  - [Printing from n8n to a local Windows printer (behind firewalls)](https://community.n8n.io/t/printing-from-n8n-to-a-local-windows-printer-behind-firewalls/267091) `discourse` — 2026-02-19

## Competitor strength

| Project | Stars | Downloads/mo | Activity |
|---|---:|---:|---|
| [itzzritik/OrderWorder](https://github.com/itzzritik/OrderWorder) | 133 | — | slow |
| [JudeLee19/korean_restaurant_reservation](https://github.com/JudeLee19/korean_restaurant_reservation) | 76 | — | dead |
| [terrenjpeterson/caloriecounter](https://github.com/terrenjpeterson/caloriecounter) | 59 | — | dead |
| [nkjm/table-order](https://github.com/nkjm/table-order) | 47 | — | dead |

## Domain names

- `restaurantchatbot.com` — taken
- `restaurantchatbot.io` — available
- `restaurant.com` — taken
- `getrestaurant.com` — taken

---

Sources searched: hackernews (21), github (20), githubissues (1), discourse (11), intent (none), stackexchange (none), registries (15), tavily (8), devto (10)

Generated by Shows Its Work — https://showsitsworks.com/idea/chatbot-for-restaurants
Findings link to their sources. Estimates are marked as estimates.