Hey everyone 👋 A few days ago, I shared a quick walkthrough of a system I built called TalkPilot. After that post, I started getting a lot of messages asking for a proper demo — how it actually behaves in real time and how it handles different scenarios. So I recorded a full working demo showing the complete flow. You can watch it here: https://www.linkedin.com/posts/yash-maheshwari5_youre-losing-leads-even-though-people-activity-7422560191121944576-JUGF In this demo, I walk through how the system handles conversations from start to end. Some of the key things it covers: • identifies new vs existing leads using email • avoids duplicate entries in the CRM • remembers previous conversations and shows them with dates • allows notes to be added at any point and maintains a history of past notes • supports human approval for sensitive cases like discounts • allows users to update incorrect details (like email) • answers only business-related questions and ignores irrelevant ones • handles meeting booking, rescheduling, and cancellation • manages time zones correctly for both user and admin • sends automated reminders before meetings (24h and 30min) • tracks show and no-show scenarios • sends feedback or reschedule follow-ups automatically • maintains structured chat history and summarized conversation records This post is mainly to share the working demo and the overall thinking behind the system. In the upcoming videos, I’ll be breaking down how this system is developed — the logic, automation flow, and structure behind it. Would love to hear thoughts or suggestions from people building similar systems.

Hey everyone — quick update on the “YouTube University” Chrome extension I built. I fixed a lingering issue where transcript extraction was hit-or-miss (previously using Apify). Now I’ve integrated SERP API — and their free plan gives you 250 searches/month, which is plenty for saving useful videos. How it works now: ✅ Right-click any YouTube video → extracts metadata, title, thumbnail, and transcript ✅ Sends data to Notion + auto-generates a TLDR using AI ✅ Tags and organizes everything in the Notion database If you downloaded the earlier blueprint, I’ve updated it with the new, more reliable method. Check it out in the classroom if you want to automate your YouTube learning/research! ✌🏾 Arron

Hey everyone 👋 I’ve been working on an automation system recently and wanted to share it here to get some genuine feedback. Most chat systems I’ve seen are good at replying — but once conversations continue, things start breaking: users return, details change, meetings get rescheduled, timezones create confusion, and follow-ups don’t happen properly. So I built something called TalkPilot. The goal wasn’t to create another chatbot, but a system that can actually manage conversations end to end. It can: • remember users and past conversations • update details naturally during chat • book, reschedule, or cancel meetings • handle everything in the user’s timezone • send reminders automatically • ask for feedback after meetings • handle no-shows with reschedule links I’ve shared a short overview video on LinkedIn showing how the system looks in action. 👉 Watch here: https://www.linkedin.com/posts/yash-maheshwari5_problem-most-businesses-rely-on-chat-systems-ugcPost-7418271469211865088-RRt9 This is just an overview — next I’ll be sharing how the whole system is built behind the scenes. Not selling anything here, just building and learning in public. Would genuinely love to hear your thoughts or suggestions 🙌

Hy, is there someone who know how to use Voiceflow ?

Has anyone built automations with n8n?