Send custom completions back to chat visitors

When a conversation starts in ChatBotKit, generate a completion in Clerk and send a tailored message directly back to the visitor.

Try:

See all ChatBotKit + Clerk integrations or talk to a human

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How Knit builds this workflow

The Agent researches both APIs and wires the trigger on one side to the action on the other — no pre-built connector required. Here is the vocabulary it has to work with.

ChatBotKit Explore ChatBotKit →

Triggers

New conversation started

Fires when a new chat or conversation begins in ChatBotKit.

Lead captured in chat

Fires when ChatBotKit captures a lead during a conversation.

Conversation handed off

Fires when ChatBotKit escalates a conversation to a human.

Actions

Send a message

Sends a message to a user through ChatBotKit.

Generate an answer

Asks ChatBotKit a question against its knowledge base and returns the answer.

Summarize a conversation

Uses ChatBotKit to summarize a chat transcript.

Create a ticket from a chat

Opens a support ticket from an ChatBotKit conversation.

Clerk Explore Clerk →

Triggers

New completion generated

Fires when Clerk generates a response to a prompt.

Model run failed

Fires when a request to Clerk errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Clerk finishes.

Actions

Generate a completion

Sends a prompt to Clerk and returns the model's response.

Summarize text

Uses Clerk to summarize a block of text.

Classify or extract data

Uses Clerk to classify or extract structured data from text.

Extract lead details during chatbot conversations When a new lead is captured in chat via ChatBotKit, automatically run the conversation text through Clerk to classify intent and extract key contact metadata. See details

Alert support agents when model fine-tuning completes When a fine-tune job completes in Clerk, automatically send a message through ChatBotKit to notify AI administrators that the updated model is ready. See details

See all ChatBotKit + Clerk integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Send custom completions back to chat visitors” between ChatBotKit and Clerk?

Yes — describe it in the box above and Knit's Integrations Agent researches ChatBotKit and Clerk's public API docs (or your own uploaded docs) and builds a working workflow, whether or not either app already has a pre-built connector.

How long does it take to build?

Minutes to a first working version, not weeks — you test it against real data before it goes anywhere near production.

How does connecting ChatBotKit to Clerk expand chatbot capabilities?

Connecting ChatBotKit to Clerk allows your chatbot to tap into advanced AI models for deeper context, sentiment classification, and sophisticated text generation beyond standard scripted responses.

Can ChatBotKit notify operators if a backend model process encounters an issue in Clerk?

Yes, when a model run fails in Clerk, you can send an automated message or alert through ChatBotKit to notify system administrators.