How do you monitor your n8n chatbot conversations?

Questions
1

Hey everyone,

Curious how you’re handling this.

When I started building chatbots with n8n, monitoring conversations was a mess:

  • Checking executions one-by-one
  • Multiple users chatting = messages get mixed up
  • On Messenger especially - if I reply manually, user gets double message (bot + me)
  • No easy way to jump in for edge cases

So I’ve been building something to fix this - called Trilox.

Here’s what I’m planning for v1:

4 custom n8n nodes:

  • Record Message – logs messages, creates conversations
  • Escalate to Human – bot asks for human help
  • Get Agent Reply – sends your reply back to workflow
  • Check Handler – prevents double replies

Platform:

  • Omnichannel inbox (WhatsApp, Telegram, Messenger in one place)
  • Multiple inboxes to organize projects
  • Human takeover + hand back to bot
  • Real-time notifications when help needed
  • Team access
  • Client dashboards with separate logins (for agencies)
  • Conversation history to optimize prompts

Here’s what it looks like so far:

trilox-dashboard-inbox
trilox-dashboard-inbox1883×930 178 KB

the-nodes
the-nodes546×691 59.4 KB

Before I finalize v1, would love to know:

  1. How are you currently monitoring your chatbot conversations?
  2. Which of these features would you actually use?
  3. Anything missing?

Appreciate any feedback :folded_hands:

4 Likes
2

Hey @shafik this looks awesome you’re basically solving the exact pain I keep running into :sweat_smile:

Right now I mostly track chats through execution logs, which is fine until multiple users start messaging at once… then conversations get scattered everywhere. Human takeover is also messy. I usually pause with a Wait node or “Send & Wait”, but double replies happen way too often.

From your list, I’d definitely use:

  • Record Message → clean conversation history

  • Escalate to Human + Give back control → no more patchwork workflows

  • Check Handler → goodbye duplicate replies

  • Omnichannel inbox → finally one place to manage everything

The agency-style client dashboards are a huge bonus too. If I’d add anything: maybe some light analytics (where humans jump in, drop-offs, etc.) and optional message buffering (especially for WhatsApp users sending 5 messages in a row), But overall this is exactly what’s missing today. Count me in for testing when you’re ready

1 Like
3

@Anshul_Namdev thanks for this! really helpful

yeah the Wait node workaround works until it doesn’t :upside_down_face:

analytics is something I’m thinking about for the next version

message buffering is a good one too, sometimes the bot should wait till the user sends the complete context. some users write each word in a new line :joy:

you can join the waitlist here for early access: trilox.io

what channels are you mostly building for? Whatsapp or telegram?

4

Hey @shafik I am definitely on the waiting list! Currently is Mostly WhatsApp right now, with some Telegram use cases depending on the client. If you support WhatsApp well, that already covers the majority of my chatbot projects.

1 Like
5

@Anshul_Namdev Trilox node can connect with all n8n nodes, so you can use it with WhatsApp, Telegram, Messenger, the n8nChat node, and even your custom widget.
This is the power of n8n, it’s built for easy integration and automation
Here’s an example:

image
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6

Thank you @shafik you made message monitoring so easy! Thanks for Trilox! Its far better than any workaround

1 Like
7

@Anshul_Namdev appreciate it! will email you when it’s live

1 Like