AI Assistant Automation2 Workflows: Chat + Lead Capture

Portfolio AI Agent

Live — running on this siteAI-assisted build

A live n8n AI agent works behind the existing portfolio chatbot to answer questions using approved information instead of guessing. It also recognizes genuine contact intent, collects the required details, logs conversations and leads, and notifies MJ after a lead is saved.

Built with

n8nGeminiGoogle SheetsTelegram

Watch demo

Problem

Visitors may leave a portfolio without finding the right project or knowing how to turn their interest into a clear inquiry.

Solution

A grounded AI agent answers portfolio questions, finds approved project links, and guides interested visitors through a conversational lead-capture flow.

Result

Visitors get useful answers immediately, while genuine opportunities are organized in Google Sheets and sent to MJ through Telegram.

System Map

How the System Works

Start with the three system branches, then open the parts you want to inspect.

Portfolio AI Agent

Demonstration

See the Automation in Action

Project Screenshots and Outputs

See the main agent, lead-capture workflow, live chat experience, conversation and lead records, and confirmed-lead notifications.

Main n8n workflow with AI Agent, portfolio tools, validation, and conversation logging

Lead-capture subworkflow with validation, deduplication, Google Sheets, and Telegram

MJ AI portfolio assistant and suggested questions

Grounded automation recommendation in the portfolio chat

Contact intent recognized and conversational lead capture offered

Confirmed inquiries organized in the Leads sheet

Portfolio conversations logged separately from confirmed leads

Telegram notifications sent only for saved portfolio leads

Verified Workflows

Test Results

10 of 10 acceptance tests passed, covering grounded answers, approved links, lead validation, duplicate protection, credential safety, and concurrent sessions.

Test Area	What We Verify	Result
Grounded Portfolio Answer	A known portfolio question returns the correct approved information	PASS
Unknown Claim Handling	An unknown or unapproved claim is declined without inventing information	PASS
Approved Project Link	A request for a project demo returns the correct controlled link	PASS
Complete Lead Capture	Clear contact intent with complete details creates one lead and one Telegram alert	PASS
Missing Email Handling	The agent asks for a missing email and does not save an incomplete lead	PASS
Invalid Email Handling	An invalid email is rejected and the visitor is asked to correct it	PASS
Ordinary Question Routing	A normal portfolio question is logged without creating a lead or Telegram alert	PASS
Duplicate Prevention	A repeated submission does not create a duplicate lead notification or write	PASS
Credential Protection	Prompt and credential extraction requests expose no secrets or hidden instructions	PASS
Concurrent Sessions	Two simultaneous requests from different sessions are handled independently	PASS

Turn Website Interest into Qualified Conversations.

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