awesome-gtm-engineering

Awesome GTM Engineering is a comprehensive curated list of tools, libraries, frameworks, and resources for Go-To-Market (GTM) Engineering. It covers the full spectrum of GTM technology including attribution and tracking platforms like Snowplow and UTM.io, analytics tools such as PostHog and Amplitude, web tagging systems including Google Tag Manager and Segment, marketing automation APIs from HubSpot and Marketo, growth engineering platforms like Clearbit and Mutiny, data infrastructure tools including dbt and Airbyte, and experimentation platforms such as Optimizely and GrowthBook. This resource helps engineering teams, growth professionals, and marketing technologists build integrated systems that connect product analytics, customer data, and marketing automation to drive measurable growth.

[{"step":"Define Your GTM Challenge","action":"Identify the specific problem you’re solving (e.g., 'reduce sales cycle time,' 'improve lead qualification,' or 'automate follow-ups'). Use metrics like conversion rates, response times, or revenue attribution to quantify the challenge.","tip":"Prioritize challenges with the highest impact on revenue. For example, if 60% of leads are lost due to slow response times, focus on real-time engagement tools."},{"step":"Select Your GTM Engineering Stack","action":"Choose tools/libraries/frameworks from the curated list (e.g., Convex for real-time data, Next.js for frontend, HubSpot for CRM). Tailor the stack to your company’s tech stack and budget. For example, use Convex for serverless functions if you need real-time sync with your CRM.","tip":"Start with a minimal viable stack (e.g., Convex + HubSpot + SendGrid) and scale as needed. Avoid over-engineering—focus on solving the core challenge first."},{"step":"Design the Architecture","action":"Map out the data flow, engagement triggers, and automation workflows. Use the prompt template to generate a technical proposal, including schemas, APIs, and integration points. For example, define how Convex will sync with your CRM and trigger follow-up emails.","tip":"Draw a simple diagram of your architecture (tools like Lucidchart or Miro) to visualize dependencies and data flows. This helps identify gaps or bottlenecks early."},{"step":"Implement and Test","action":"Set up the tools, configure integrations, and deploy the first iteration. Use Convex’s serverless functions to build real-time features (e.g., lead scoring, alerts) and test with a small user group. For example, deploy a Next.js app with Convex-backed APIs and monitor performance.","tip":"Start with a pilot group (e.g., 20% of sales team) to gather feedback before full rollout. Use Convex’s built-in analytics to track engagement and identify issues."},{"step":"Iterate and Scale","action":"Analyze results (e.g., conversion rates, response times) and refine the stack. Add advanced features like predictive scoring or multi-touch attribution as needed. For example, integrate a machine learning model to score leads dynamically.","tip":"Document lessons learned and update your architecture diagram. Share insights with stakeholders to justify scaling the solution across the organization."}]