# 5 Steps to Become a GTM Engineering Wizard

> A beginner workflow recipe for building automated go-to-market systems with AI

This note outlines a quick 5-step process shared by Finn Mallery for adopting go-to-market (GTM) engineering practices. It walks through using Claude to analyze a product and design workflows, then executing automated prospecting pipelines in tools like Clay or Origami. It offers a practical starting point for anyone looking to automate sales and growth operations.

## The list

1. Open Claude. 2. Have it do deep research on your website. 3. Ask it for the best GTM engineering workflows (e.g. lead lists, campaigns). 4. Drop these prompts into Origami or build the workflows manually in Clay. 5. Watch your revenue scale.

## What it is for

- Analyze a company website to map out potential outbound sales workflows
- Generate targeted lead list criteria and outreach campaign prompts using Claude
- Build automated go-to-market pipelines inside tools like Clay or Origami

## Key points

- Website analysis using Claude's research capabilities
- Automated identification of high-impact GTM engineering workflows
- Prompt generation for lead sourcing and campaign messaging
- Workflow implementation guidance for Origami or Clay
- Scalable pipeline automation to replace manual sales research

## Pricing

Free

## Details

- Type: List
- Category: [Marketing & Sales](https://xiry.app/topics/marketing-sales.md)
- Open source: no
- Platforms: Web
- For: Growth marketers, sales engineers, and founders looking to automate outbound pipelines
- Tags: gtm, sales, automation, claude, clay, outbound

## Why it was saved

- [@fin465, 28 May 2026](https://x.com/fin465/status/2060128443304657091): A concrete recipe to get started.

## Related

- [12 Claude GTM Skills for Clay](https://xiry.app/resources/12-claude-gtm-skills-for-clay): Pre-built Claude prompt templates and skills for B2B go-to-market workflows in Clay. (Framework, Free)
- [B2B Sales Tech Stack: Old School vs. New School Tool Swaps](https://xiry.app/resources/b2b-sales-tech-stack-old-school-vs-new-school-tool-swaps): A list of modern replacements for legacy B2B sales and GTM tools (List, Free)
- [ColdIQ $7M ARR GTM Blueprint](https://xiry.app/resources/coldiq-7m-arr-gtm-blueprint): Full B2B go-to-market engine breakdown detailing traffic channels, tooling, and sales flows. (Framework, Free)
- [13-Agent AI Outbound Sales Team Architecture](https://xiry.app/resources/13-agent-ai-outbound-sales-team-architecture): Blueprint for an automated multi-agent outbound sales pipeline with human oversight (Framework, Free)
- [Account Scoring and Signal Stacking Framework](https://xiry.app/resources/account-scoring-and-signal-stacking-framework): Four-step outbound targeting framework separating ICP fit from real-time operational triggers. (Tip, Free)
- [AI Sales Call Analysis Automation Workflow](https://xiry.app/resources/ai-sales-call-analysis-automation-workflow): Automation blueprint to transcribe, analyze, and extract coaching insights from sales calls (Tip, Free)

Updated 11 October 2026. Page: https://xiry.app/resources/5-steps-to-become-a-gtm-engineering-wizard

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