Sanaf, the AI employee

An AI marketing engineer

Marketing plans do not usually fail on the idea. They fail on the form that quietly stopped posting to the CRM, the conversion that never fired, the welcome sequence nobody finished, and the landing page change that needs a developer. This job owns that layer.

What it does

Concretely

  • Sets up and checks conversion tracking and analytics.
  • Connects forms, ads and website tools to your CRM.
  • Builds and maintains the email and CRM automations.
  • Ships the small landing page and email template changes.
  • Finds the broken links, forms and tracking before a campaign runs on them.

Nobody owns the layer where campaigns actually break

A marketer owns the message, a developer owns the product, and the space between them holds the tracking, the forms, the automations and the integrations that every campaign depends on. On most teams that space belongs to whoever last touched it, which is why a form can stop posting to the CRM and go unnoticed for weeks.

If you are not sure the numbers are real, they are not

Analytics that nobody has verified end to end are decoration, and a surprising share of marketing reporting is built on a conversion event that fires twice, or not at all, or on the wrong page. Checking it is tedious, one-off and easy to defer forever, which makes it exactly the kind of work worth handing to something that does not find it tedious.

Nothing goes live without a person seeing what it will do

No change to a live page, a live automation or an ad account happens without approval and a plain description of the effect. Anything touching billing, a domain, or customer data beyond the marketing tools goes to a person first. This is the job with the most access, so it is the job with the tightest rule.

Questions

Frequently asked

What is a marketing engineer?
The person who owns the technical layer marketing runs on: tracking and analytics, the connections between forms, ads, the website and the CRM, the automations, and the small changes that would otherwise queue behind product work. Large companies hire for it; smaller ones usually discover they needed it.
Can it change our live website?
It prepares the change and shows what it will do, and a person approves it before anything ships. The speed gained is in the preparation, which is where the waiting actually happens, rather than in skipping the review.
Does this replace our developer?
No, and the boundary is deliberate. This job covers the marketing surface: pages, templates, tracking and integrations between marketing tools. Product code, infrastructure and anything touching customer data outside that surface stay with your developer.