Case study · TopMrktr

She got 80% of her week back.

The SEO Manager who became an AI Builder.

Forty hours a week, rebuilt one job at a time. Watch where the hours went.

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Before AI Bildrs

Buried in manual outreach.

Her job was to grow organic traffic. Her actual day was dozens of outreach emails, each personalised by hand. The strategic work she was hired for kept getting pushed to next week.

Four recurring jobs ate four days of every five.

Her week, before 40 hours
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Manual work 32 of 40 hours
The approach

How we did it.

Three agents, all built in the stack she already worked in. She reviews now, instead of writing.

01
Week 1
We mapped her week.
Every recurring task written down and timed. All three of the biggest drains turned out to be outreach.
02
Weeks 2–3
She built three agents.
A Prospect Researcher, a Personalisation Writer and a Response Tracker — running in her existing tools.
03
Week 4
They went live in her week.
The agents shipped the outreach. She moved to reviewing, editing and strategy — the job she was hired for.
The outcome

From operator to strategist.

Before

Most of the week on manual backlink outreach, written one email at a time.

After

A short review of what the agents shipped. The rest of the week on strategy.

I was hired to think about SEO strategy. I spent my days on outreach emails. AI Bildrs gave me my job back.
SEO Manager TopMrktr · DWY graduate
3 agents built and shipped 8 weeks to production 32h of her week, reclaimed
More transformations

Same method. Different teams.

Built by the people who run the work — not by an agency, and not as demos. These are the systems our teams use every day.

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