Insights
Marketing engineering, explained.
Plain-language guides to the role, the disciplines and the search shifts behind them, from the GAIL180 team.
- The roleWhat is a marketing engineer?A marketing engineer builds the systems marketing runs on: AI agents, automations, integrations, AI-ready data, search and personalization systems. Here is what the role covers and why demand is spiking.7 min read →
- Role comparisonMarketing engineer vs. growth engineer vs. marketing opsThree roles that sound alike and own different things. Where each one sits, what it builds, and how to tell which one your team actually needs.6 min read →
- Build vs. buyHire a marketing engineer or subscribe? The real costSalary is the smallest part of the cost. Time to first value, discipline coverage and what happens when someone leaves decide whether one hire or a team as a service makes sense.6 min read →
- Emerging disciplineWhat is marketing AI engineering?Marketing AI engineering is the discipline of building AI agents, copilots and tools for marketing, in no-code, low-code and pro-code, and connecting them so they reach the market.6 min read →
- SearchWhat is AEO? How to get cited by ChatGPTAnswer engine optimization (AEO) makes your content the source AI assistants quote and cite. How answer engines choose sources, and a practical checklist to earn citations.7 min read →