awesome-gtm-engineering

A curated list of awesome resources for GTM Engineering.

Contents

• Workflows
• AI
• Data
• Research
• Signals
• Outbound
• Inbound
• CRM
• Routing
• Analytics
• Learning
• Contributing

Workflows

Tools for building automated workflows across sales, marketing, and CRM systems. Common use cases include enrichment, record cleanup, routing, follow-up, and handoffs.

• Clay - An AI-powered GTM platform for data enrichment, prospect research, workflow automation, and personalized outbound.
• n8n - A source-available workflow automation platform for building AI agents, API integrations, and multi-step automations with visual nodes and code.
• Cargo - A GTM infrastructure platform for building revenue workflows across data, handoffs, automation, and AI agents.
• Octave - An agentic GTM platform for turning ICP, positioning, and market context into research, qualification, personalization, and outbound workflows.
• Deepline - An agent-native GTM API and CLI for enrichment, validation, waterfalls, scoring, and CRM writeback from coding agents or scripts.

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AI

Tools for applying AI to GTM use cases, including research, personalization, copy generation, qualification, calling, and agents.

• ChatGPT - An AI assistant from OpenAI for drafting, analysis, research, coding, data cleanup, and GTM workflow support.
• Claude - An AI assistant from Anthropic for writing, analysis, coding, research, and agent-style work across documents and tools.

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Data

Tools for finding, enriching, cleaning, validating, and maintaining company and contact data.

• BuiltWith - A technology lookup and market intelligence platform for identifying what software, infrastructure, and web technologies companies use.
• Crunchbase - A company intelligence platform for researching companies, funding, investors, acquisitions, leadership, and growth signals.
• Ocean.io - A B2B data platform for finding lookalike companies, building account lists, and using company data in GTM workflows.
• HG Insights - A revenue growth intelligence platform for technographic, firmographic, spend, intent, and market data used for segmentation, targeting, and account prioritization.

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Research

Tools for account research, prospect research, web scraping, search, market mapping, list building, and finding useful context before outreach or routing.

• Exa - A web search API built for AI applications, with tools for search, content extraction, similar-page discovery, answers, and structured research.
• Firecrawl - An API for scraping, crawling, searching, and extracting web data into clean Markdown or structured formats for AI apps and agents.
• Browserbase - A cloud browser platform for giving AI agents and automations reliable access to websites, authenticated sessions, and browser tasks.
• Stagehand - An open-source AI browser automation framework from Browserbase for building browser agents with natural language actions, structured extraction, and Playwright-style control.
• Browser Use - An open-source browser automation library that lets AI agents navigate websites, click, fill forms, and extract data.
• PhantomBuster - A sales prospecting and data automation platform for automating web tasks, scraping profiles, building lists, and running outreach workflows.
• Apify - A web scraping and automation platform with API-driven actors for collecting structured public web data.
• Crawl4AI - An open-source crawler for turning websites into clean Markdown or structured data for AI agents and research pipelines.

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Signals

Tools for tracking events that show buying intent or account activity, such as website visits, product usage, job changes, funding, hiring, news, and community activity.

• Common Room - A customer intelligence platform for unifying product, community, website, job, and intent signals into actionable GTM workflows.

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Outbound

Tools for running outbound campaigns across email, LinkedIn, calls, and other channels.

• Instantly - A cold email and sales engagement platform for connecting sending accounts, warming inboxes, finding leads, running sequences, and managing replies.
• Smartlead - A cold email platform for managing sending inboxes, warmup, deliverability, and campaign sequences at scale.
• HeyReach - A LinkedIn outreach platform for agencies and sales teams to run multi-account campaigns, manage lead lists, and handle replies from a unified inbox.

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Inbound

Tools for capturing, qualifying, enriching, booking, and following up with inbound leads.

• Typeform - A form and survey platform for building interactive lead capture forms, qualification flows, feedback forms, and customer surveys.
• Tally - A form builder that works like a document editor for creating lead capture forms, waitlists, surveys, payments, and internal forms.

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CRM

Tools for managing CRM data, fields, objects, syncs, hygiene, and revenue system operations.

• Attio - An AI CRM with a flexible data model for managing contacts, companies, deals, workflows, and GTM records.
• Twenty - An open-source CRM for contacts, companies, opportunities, custom objects, workflows, and self-hosted CRM setups.

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Routing

Tools for assigning leads, accounts, meetings, alerts, and tasks to the right owner or workflow.

• Default - An inbound orchestration platform for enriching, qualifying, routing, and scheduling leads from forms and website activity.

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Analytics

Tools for measuring pipeline, campaigns, conversion, attribution, activity, and GTM performance.

• HockeyStack - A B2B revenue analytics platform for attribution, buyer journeys, account scoring, and GTM performance reporting.

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Learning

Courses, guides, communities, playbooks, templates, and examples for learning GTM Engineering.

• Clay University - Clay's self-serve learning hub for tutorials, lessons, and product education on Clay workflows.
• Clay Cohorts - Clay's cohort-based training program for learning Clay through guided exercises, peer support, and practical assignments.
• Alpha Forge - Clay's GTM Engineering career prep bootcamp for learning the role, modern revenue stacks, and practical GTM engineering workflows.
• The GTM Engineer by Clay - Clay's newsletter about GTM Engineering, with essays, examples, and updates on the role and practice.

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Contributing

Contributions welcome! Please open an issue or pull request for any GTM Engineering resource you love.

Please only suggest resources that are genuinely awesome. This is meant to be a highly curated list, not an exhaustive directory.

Keep descriptions short and plain. Say what the resource is useful for, not just what category it belongs to.