luckpanda
Chatbot use case

Reply to each visitor in the language they write in

One visitor writes in Hindi, the next in Hinglish, a third in Spanish. The chatbot replies to each in their own language, using your pages as the source. This page also says plainly what is still in English, and how to check quality before you go live.

No account needed to try it. We read the public pages of your site, build the chatbot in about a minute and delete it after 7 days unless you keep it.

  • Replies in the visitor's language
  • Nothing to switch on
  • Test every language for free
What is translated

What changes language, and what stays in English

Part of the chatLanguage
The bot's repliesThe language the visitor writes in
Window title, greeting and chat button textWhatever you write, so set them in the language most of your visitors use
Offline message outside business hoursWhatever you write
Window labels such as Write a message, End chat and Start overEnglish only today
The short note shown if the AI cannot answerEnglish only today
Replies from your team after a takeoverWhatever your team writes

There is no language setting. The bot is told to reply in the visitor's language, so it follows each visitor without any setup.

Sample conversation

Two scripts, one set of English pages

Sample conversation on a fictional Mumbai tiffin service whose website is in English

क्या आप रविवार को भी डिलीवरी करते हैं?
हाँ, रविवार को दोपहर का खाना पहुँचाया जाता है, रात का नहीं। रविवार का ऑर्डर शनिवार रात 8 बजे तक करना होता है।
Searched knowledge: Sunday delivery
From the page: Delivery days and times
Andheri East mein delivery hai? Charge kitna hai?
Haan, Andheri East hamare delivery area mein hai. Delivery charge ₹30 hai, aur ₹500 se upar ke order par delivery free hai.
Searched knowledge: Andheri East delivery charge
From the page: Delivery areas

The pages were in English. The bot searched them, then wrote each reply in the language and script the visitor used, including Hindi typed in English letters.

Your content

Which languages your sources should be in

The bot finds passages in your sources by matching words, in any script: English, Hindi, Marathi, Tamil, Bengali, Arabic, accented French or German and the rest. Your pages can be in the language your customers write in, or in another one: the bot searches your content, then writes the reply in the visitor's language.

Two limits apply. The search matches whole words, and its word-ending rules are written for English, so a heavily inflected language can miss a form it has not seen. Chinese and Japanese are written without spaces between words, so the search cannot split them into words and matches them poorly; test those before you rely on them.

So the setup that works best today is the common one: your pages in English, and the bot writing each reply in the visitor's language.

If the bot says it does not know in one language but answers the same question in English, add a line to its instructions, such as "Search the knowledge base in English, then reply in the visitor's language." Then test again.

Quality

Why quality varies by language

  • A language model writes the reply. It writes widely used languages well and less common ones less well, so grammar, tone and word choice can be off.
  • Prices, dates and product names come from your content. Check that they come through the translation unchanged.
  • Politeness works differently across languages. Ask someone who speaks the language to read a few replies in the tone you chose.
  • Many visitors mix languages in one message, such as Hindi and English. Test that as well.
Before you go live

Test it in every language your customers use

  1. List the languagesLook at your email and calls. Which languages do customers actually write in?
  2. Ask the same questions in eachTake five real questions and ask each one in every language in the free test chat.
  3. Check what it looked upUnder each reply the test chat shows what the bot searched for. Nothing found in one language but not another points to the search, not a missing page.
  4. Read real chatsOnce it is live, search History for words in each language and read those chats in the first weeks.

Questions

Do I need to choose a language?

No. The bot is told to reply in the language the visitor writes in. There is no list of languages to switch on.

Will the chat window be in my visitor's language?

Partly. The title, greeting, button text and offline message are yours to write in any language. Labels such as Write a message and End chat are in English today, and so is the short note shown if the AI cannot answer.

Can my content be in Hindi?

Yes. The search reads words in any script, so Hindi, Marathi, Tamil and other pages, documents and FAQs can be found. Chinese and Japanese match poorly because they are written without spaces. Ask a few real questions in your language in the test chat and check what it looked up.

Which languages does it reply in well?

We do not publish a list, because quality depends on the model and the language. Test every language you rely on with real questions before you go live, and ask a speaker to read the replies.

Does it cost more for more languages?

No. The Chatbot plan is ₹249 a month for up to 10 websites, with no per-language or per-message charge.

For AI agents

Build it with your AI agent

Give an agent your site and it can create the chatbot, read your pages and test it through LuckPanda's API and MCP. It prepares the work; going live stays with you.

Use LuckPanda's MCP server (https://luckpanda.app/mcp) to build a website chatbot for me. Ask for my website address, call chatbot_create_from_website with it, wait until the pages are learned (chatbot_source_list), then run a few test questions with chatbot_test_message and show me the answers. Do not put it live: I will do that myself.

Instructions for AI agents

Needs a LuckPanda agent key (Settings › Developers) with the chatbot.manage grant. MCP endpoint: https://luckpanda.app/mcp (Streamable HTTP, bearer key).

  • chatbot_create_from_website { url }: creates a draft chatbot named after the site and starts reading it.
  • chatbot_source_list: pages learned, failed or skipped, with a reason for each.
  • chatbot_test_message: asks the bot a question as the owner. Test chats never email anyone.
  • Going live (chatbot_update with status live) is a person's action; an agent gets APPROVAL_REQUIRED.

See it on your own website

Paste your address and watch the chatbot learn your pages. No account and no card.