nodi AI Agent — Telegram CRM & Sales Copilot

Turn Telegram conversations into scored leads, reminders and follow-ups.

Launch post:

Hey Product Hunt 👋

We built nodi AI Agent for freelancers, agencies and sales teams who run their business through Telegram.

Important leads, budgets, deadlines and follow-ups often get buried in long conversations. nodi turns those chats into a structured sales workflow.

What it does:

• captures incoming Telegram conversations
• scores leads from 0 to 100
• extracts budgets, technologies and deadlines
• detects promises like “I’ll send the brief tomorrow”
• creates automatic reminders
• transcribes voice messages with Whisper
• sends daily summaries and hot-lead notifications
• supports multiple AI models, including OpenAI, Claude, Gemini, DeepSeek, Groq and OpenRouter

nodi is self-hosted and built with PostgreSQL, FastAPI, React and Docker. API keys are encrypted in the database, giving teams more control over their data and workflow.

It’s designed for people who already sell through Telegram and want fewer missed opportunities, faster follow-ups and a clearer view of every conversation.

Try the demo:

We’d love to hear from salespeople, agencies and freelancers:

What is the hardest part of managing leads in Telegram today?

Maker comment 1:

The idea came from a simple problem: great opportunities were hidden inside ordinary chats.

A client mentions a budget. Someone promises to send a brief. A deadline appears in a voice message. Then the conversation gets buried under dozens of new messages.

nodi helps surface those moments automatically.

Maker comment 2:

The most useful workflow is:

  1. Telegram receives the conversation

  2. nodi analyses the message

  3. the lead receives a score

  4. budgets and deadlines are extracted

  5. promises become reminders

  6. you receive a notification when a lead needs attention

The goal is simple: spend less time searching through chats and more time closing deals.

Maker comment 3:

nodi is available in three formats:

• Starter — for small teams
• Scale — for agencies and larger sales operations
• Custom — for advanced workflows, RAG knowledge bases and voice processing

We’re especially interested in feedback about integrations, scoring logic and the best ways to support sales teams working inside Telegram.

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