Ayush Lahoti
Back to Automations
GTM AutomationMulti-AgentSales Enablement

AI GTM Copilot

A multi-agent architecture that instantly turns raw discovery notes into a comprehensive Go-To-Market kit: problem framing, value props, objection handling, and pitch decks.

Impact Summary

The Problem

Sales and Pre-sales teams waste 10+ hours per enterprise deal manually crafting pitches, objection handling guides, and deck outlines based on rough discovery notes. This manual process causes knowledge silos and slows down pipeline velocity.

This workflow triggers from a simple form submission, querying a product knowledge base and deploying three parallel AI agents (GTM Strategist, Solutions Consultant, and Comms Lead) to instantly generate a hyper-personalized, 7-part GTM kit inside Google Docs.

20+ hrs/wk

Saved per sales rep

3 parallel

AI Agents deployed

Quick Video Demo

How the workflow runs end to end

From raw data to booked meetings in 4 autonomous steps

1

Form & KB Lookup

A Google Form submission triggers the workflow, validating the input and mapping the deal against an internal Knowledge Base to find relevant use cases.

2

Multi-Agent Generation

Deploys 3 specialized GPT-4.1-mini agents in parallel: a GTM Strategist, a Sales Consultant (for objections/discovery), and a Comms Lead (for emails/decks).

3

Data Compilation

A JavaScript node aggregates all three JSON outputs, formats the data, and structures a massive 7-section master document.

4

Doc & Sheet Export

Creates a formatted, highly readable Google Doc for the sales team and appends a structured record into a 'Generated GTM Kits' Google Sheet.

Before vs After

MANUAL

The Old Way

  • Hours spent writing deal collateral
  • Sales reps hunting for proof points
  • Generic, copy-pasted email pitches
  • Slow follow-ups after discovery calls
AUTOMATED

The Automated Way

  • Complete GTM kit in seconds
  • Auto-mapped product use-cases
  • Tailored objection handling guides
  • Formatted Google Doc ready to use

Under the
hood

Built with modern, scalable low-code tools and enterprise-grade APIs to ensure reliability and speed.

GPT-4.1-mini Agentsn8n (Parallel execution)Google Sheets (KB)Google Docs API
Form Input + KB
3 Parallel AI Agents
Master GTM Doc