Idea checked

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 — This search returned 4 named open-source projects, 12 first-hand complaints, 0 unsolved questions, and 0 stated wants, plus multiple live forum and HN threads. The market is visible, but the signals mostly point to implementation requests and adjacent automation rather than a clean unmet need.

86 signals collected
12s to run
2026-08-01
Copy as Markdown

hackernews 21
github 20
githubissues 1
discourse 11
intent nothing found
stackexchange nothing found
registries 15
tavily 8
devto 10

2 sources came back empty — what that means

intent searched, nothing relevant found
stackexchange searched, nothing relevant found

Treat the report as weaker where a source is missing. Nothing here was substituted from somewhere else to fill the gap.

Interest over time From data

Hacker News stories mentioning restaurant reservations ordering (topic read as “restaurant chatbots”), by year — 4 in total, currently rising.

0 2021
0 2022
1 2023
0 2024
2 2025
1 2026

This counts discussion on Hacker News, not global search demand. For developer tooling the two move together; for a local service business they do not.

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.
- github itzzritik/OrderWorder 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.
- github nkjm/table-order 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.
- github haryphamdev/facebook-messenger-restaurant-chat-bot 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.
- github wassengerhq/whatsapp-chatgpt-bot-restaurant 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.

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.
- discourse Chatbot restaurant 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.
- discourse Custom Trained API Chatbot with History 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.
- discourse How to deliver to the user the exact tool output? 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.
- discourse Where can I start to learn and code? 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.
- discourse Printing from n8n to a local Windows printer (behind firewalls) 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.
- discourse Chatbot restaurant 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.
- discourse Develop an Assistant Chatbot for Restaurant 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.
- discourse Custom Trained API Chatbot with History 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.
- discourse Printing from n8n to a local Windows printer (behind firewalls) 2026-02-19

Where the opening is Model estimate

The model's read of the signals below — not something anyone measured.

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.
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.
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.

How big the market might be Model estimate

The model's read of the signals below — not something anyone measured.

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.
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.
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.
- registries npm: n8n-nodes-kipps 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.
Two matching communities were found: community.n8n.io and community.openai.com.

What could go wrong Model estimate

The model's read of the signals below — not something anyone measured.

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.
- hackernews What are tarpit ideas in the AI era? 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.
A generic chatbot for restaurants is easy to copy and may get squeezed by existing platforms already shipping reservations, menu display, and messaging integrations.
The operational edge cases are hard: memory, exact order output, and routing to the right action keep coming up in the complaints.

What to do this week Model estimate

The model's read of the signals below — not something anyone measured.

Do not build a general restaurant chatbot first. Start with one narrow workflow: WhatsApp or phone order capture plus reservation handoff for independent restaurants.
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.
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.
If you build, aim for a product that is operationally usable in one restaurant in a week, not a chatbot framework or demo generator.

Competitor strength From data

Counted, not judged. Only projects that expose a hard number — stars, downloads, last commit — appear here, so they stop looking identical to each other. Products with no public metrics are discussed above instead of being given a row they cannot fill.

Project	Stars	Downloads / mo	Activity
itzzritik/OrderWorder	133	—	Slow 2026-02-24
JudeLee19/korean_restaurant_reservation	76	—	Dead 2018-11-12
terrenjpeterson/caloriecounter	59	—	Dead 2018-02-21
nkjm/table-order	47	—	Dead 2023-01-09

4 open source
1 slow
3 dead
12 first-hand complaints
2 communities discussing it

Domain names From data

Checked live against the registry, built from the subject of the idea rather than the first words of the sentence. A literal check is a fact; a brandable suggestion would be noise.

restaurantchatbot.com taken
restaurantchatbot.io available
restaurant.com taken
getrestaurant.com taken

a chatbot for restaurants

Interest over time From data

Who is already building this From data

What people actually say From data

People asking to be sold to From data

Where the opening is Model estimate

How big the market might be Model estimate

What could go wrong Model estimate

What to do this week Model estimate

Competitor strength From data

Domain names From data

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Interest over time From data

Who is already building this From data

What people actually say From data

People asking to be sold to From data

Where the opening is Model estimate

How big the market might be Model estimate

What could go wrong Model estimate

What to do this week Model estimate

Competitor strength From data

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