We do not write about this from the outside. Anar runs on the same systems we build for you.
Book a 15-Min Chat →Marketing engineering is building the systems behind the marketing instead of doing every piece of it by hand. Agents read what customers say. Scripts turn one idea into fifty assets. Tracking tells the ad platforms which leads became revenue. A memo lands every Monday with what changed.
The person who does this is called a marketing engineer. US Google searches for the title went from 320 a month in December 2025 to 880 in September 2026, and companies like Figma, Faire and Profound now hire for it by name. The job market also calls the same person a GTM engineer.
Most companies do not need a new hire to start. They need the first system built, measured, and handed to someone who can run it. That is what we do.
Every engagement starts with one of these. Never all six at once.
Sales calls, tickets, reviews and churn notes read every week into one memo: what buyers said, in their words, with the quote attached.
One recorded conversation turned into posts, scripts, emails and page copy, with a record of which lines actually performed.
Agents that watch for hiring, funding, reviews and job changes, then draft outreach tied to the trigger, for a human to approve.
One offer turned into dozens of ad angles, launched in structured tests, read weekly, with the losers cut on a rule.
Tracking which pages ChatGPT, Gemini and Perplexity cite for your buyer's questions, and rewriting the ones they skip.
A Monday memo that says what changed, what worked, what to test next, and which number moved. It replaces the status meeting.
Anar runs on the same systems we build for clients. A few numbers from our own operation, with the date we read them:
How the whole thing fits together is in how we run an agency on Claude Code.
We read your calls, tickets, ads, pages and pipeline, and pick the one system that would move a number you already track. You get the audit whether or not you continue.
We build that system on your stack, with an approval step wherever a message goes to a customer, and measure it against the before number.
You choose. We train the person who will own it, or we keep running it and add the next system. Either way you own the code, the prompts and the data.
Five half-built systems are worth less than one that runs every week. We do not start system two until system one has moved its number or been switched off.
| Option | Good at | Watch out for |
|---|---|---|
| Full-time hire | Owning a portfolio of systems long term | US postings we read in October 2026 listed $135,000 to $280,000 base, and the good ones are scarce |
| Us | Building the first systems fast, then training your owner | Make sure handover is in the contract |
| A tool alone | Doing one task inside its own box | Nobody connects it to your data or checks its output |
Yes, if: you run or lead marketing at a company with 10 to 500 people, you have customers talking to you every week, and you would rather run more experiments than add headcount.
No, if: you have no product-market fit yet, you want someone to post on social for you, or you want AI to send messages to customers without a person approving them.
A marketing engineer is a marketer who builds the systems behind the marketing: agents, data pipelines, automations and tracking. The job is to turn what customers say and do into pipeline, faster and with a smaller team. The job market also uses the title GTM engineer for a version of the role focused on outbound.
We scope every engagement after the audit, because the price depends on which system we build and how many tools it has to connect. Talk to us for 15 minutes and we will tell you what we would build first and what it would take.
No. We build on the tools you already pay for where we can, explain everything in plain language, and train one person on your team to own each system.
Not unless you decide it should. Every system we build has an approval step wherever a message reaches a customer, and we write that rule into the build.
Marketing automation runs fixed rules you set once. Marketing engineering builds systems that read new information every week, such as call notes, ad results and AI citations, and change what they produce based on it, with a person approving the changes.
You do. The code, prompts, data and documentation stay in your accounts. If we part ways, the systems keep running.
In 15 minutes we will tell you which system we would build first, what it would connect to, and how you would know it worked.
Book a 15-Min Chat →