An analyst now making better content, faster with AI

Shahrzad is an analyst covering finance, investing, media and the creator economy. Sab coached her on where AI and ChatGPT fit in her content work, with practical tips and plain explanations.

Finance and investing analysis · media and creator economySweden1:1 AI coaching
At a glance
Who uses it
An individual analyst
Engagement
1:1 AI coaching
The starting point

Where the week went

What the work looked like before we built anything. One problem, one system to fix it.

Shahrzad's content, beforefrom the screen-shares and calls
every piece started withShahrzadan analyst writing from scratch
1Content
How do I use AI and ChatGPT for content?
Content takes longer than it should.
Quality changes from piece to piece.
How we worked

Find. Fix. Automate.

Connected along the way
  1. 1Find: we watched the work

    Looked at the content she makes in her own projects and where the time went.

  2. 2Fix: we made the job simpler

    Explained plainly where ChatGPT helps and where it does not, step by step.

  3. 3Automate: we built what runs

    Practical tips she uses on every piece, so the process holds without help.

The system

Her AI content workflow

Practical AI coaching that changed how an analyst makes content.

The problem

Unclear where AI fits, so content took longer than it should.

What we built

Practical tips and clear explanations of where ChatGPT helps in her own projects.

Before

How a piece got made

  1. Step 1Research the topic
  2. Step 2where it hurtDraft it from scratch
  3. Step 3Edit it until it reads right
  4. Step 4Publish, later than planned
After

How the system runs

Each line is a hand-off the system now does. The orange line is the result a person checks.

what comes in
Her researchfinance, media, creator economy
Her projectsthe content she makes
what does the work
ChatGPTwhere it fits, explained plainly
Practical tipsused on every piece
the result
High-quality content, more efficientlyher words
who signs off
Shahrzad edits and owns ither name on every piece

Coaching, not software. The workflow is the way she now works.

  1. 1Clear explanations of where AI and ChatGPT fit in content creation.
  2. 2Practical tips she uses in her own projects.
What they see every day

Her AI content workflow

ChatGPT · content workspacechatgptIllustrative data
Quarterly note · creator economy
From research notes to a draft
Notes Outline Draft Her edit
Her notes
Q3: subscription revenue up across 4 of 5 platforms tracked
Creator payouts grew faster than ad revenue
Two platforms changed revenue share in August
Use prompt: Outline from my notes
OutlineOutline ready
1. The headline number, in one sentence
2. Why payouts outgrew ads this quarter
3. What the revenue share changes mean
4. What to watch next quarter
WorkspacePromptsDrafts
What changed

Before and after

Wondering how to use AI for content.
In her words: "I'm now creating high-quality content more efficiently."
The old way of approaching her projects.
Tips that "made a huge difference in how I approach my projects".
in their words
I was Sabahudin's client and he has helped me understand use AI and ChatGPT for content creation.
Read the full recommendation

I was Sabahudin's client and he has helped me understand use AI and ChatGPT for content creation. His practical tips and clear explanations made a huge difference in how I approach my projects. Thanks to his guidance, I'm now creating high-quality content more efficiently. I highly recommend Sabahudin to anyone looking to up their game in AI and content creation!

Shahrzad MoadeliAnalyst · LinkedIn recommendation, June 2024
LinkedIn recommendation, June 2024Shahrzad Moadeli's recommendation

Run this pattern on your own data

This case is now a pattern the Unstuck MCP is trained on. Connect it to your Claude and it looks for the same signals in your own tools, picks the one worth fixing first, and builds it with you.

Pattern

AI-assisted content drafting for an expert writer

An expert who writes from their own research gets a written voice and quality standard, then a research-to-outline-to-draft routine where Claude does the first pass and the expert edits and owns every piece.

What they own now

Theirs, for good

  • Her prompts, her tips and her process.
  • Every piece of content she makes with them.
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