Free Self-Assessment — Takes 10 Minutes

Find out exactly how exposed
your career is to AI — in 10 minutes

The Career Exposure Index™ scores your AI displacement risk across 5 dimensions. Walk away with a number, a risk band, and a clear picture of where to focus first.

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Get Your Free CEI™ Worksheet

20 questions. 5 dimensions. One score that shows you exactly where you stand.

  • Score your exposure across Task Replicability, Skill Transferability, Network Visibility, Income Concentration, and Adaptability Rate
  • Identify your highest-risk dimension and the one move that would improve it most
  • Get a concrete starting point for a 90-day career protection plan
  • No consultants. No jargon. Just a clear, honest map.

No spam. Unsubscribe any time. Your details are never sold or shared.

What Does the Career Exposure Index™ Measure?

Five dimensions that determine how vulnerable your career is to AI displacement — and how ready you are to adapt.

Dimension 1

Task Replicability

How easily can AI automate the core tasks in your current role? The more routine and pattern-based your work, the higher your exposure.

Dimension 2

Skill Transferability

How portable are your skills? If your industry shifts tomorrow, can you move — or are you locked into a single employer or toolset?

Dimension 3

Network Visibility

Do decision-makers outside your company know your name? Visibility is a survival asset in a disrupted job market.

Dimension 4

Income Concentration

How diversified is your income? Relying on a single employer for 100% of your earnings is the highest-risk position you can hold.

Dimension 5

Adaptability Rate

How quickly can you learn, pivot, and respond to change? The speed of your adaptation determines the size of your window.

Your Score Falls Into One of Four Risk Bands

Each band tells you how urgently you need to act — and what to focus on first.

0 – 30
LOW EXPOSURE

You have time. Use it to build visibility and a second income stream before the window narrows.

31 – 55
MODERATE

Early action pays dividends. Targeted upskilling will move you from vulnerable to valuable.

56 – 75
HIGH EXPOSURE

Significant repositioning needed. Most people in this band can shift within 90 days of focused effort.

76 – 100
CRITICAL

Urgent attention required. Prioritise learning to direct AI tools and consider a role or industry shift.

Ready to Go Deeper?

The free worksheet shows you where you stand. These resources show you what to do about it.

The Career Exposure Index™

The complete ebook

$29

One payment. Yours forever.

  • Full CEI™ framework explained across 10 chapters
  • 3 real-world case studies with before/after breakdowns
  • Step-by-step 90-day Career Exposure Plan
  • The Career Protection Toolkit
  • Scripts for repositioning conversations
Get the Ebook →

The Complete Bundle

Ebook + Workbook + Bonuses

$97

Save $49 vs buying separately

  • Everything in the Ebook
  • Everything in the Workbook
  • Bonus: AI Tool Directory for 12 industries
  • Bonus: Negotiation scripts for role transitions
  • Bonus: Monthly CEI™ tracker spreadsheet
  • Priority email support from Daniel
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About Daniel Marsh

A few years ago, Daniel's content team was replaced by an AI tool that cost less than one junior salary. He wasn't fired — he was sidelined. Handed a smaller remit and the quiet understanding that his value was shrinking.

Rather than wait for the inevitable, he got honest about where he stood. He scored 71% on his own Career Exposure Index™ assessment. High exposure. So he got to work.

Over the following months he learned to work alongside the same tools that had threatened him — repositioning from output-producer to strategic operator. He now consults part-time on human-AI workflows and spends the rest of his time helping others do what he did: get an honest picture and take practical steps forward.

He wrote this book because he wished it had existed when he needed it most.

Frequently Asked Questions

Is the free worksheet really free?
Yes. No credit card, no trial. Enter your name and email and the worksheet is delivered instantly. You'll also receive a short email sequence with guidance on interpreting your score — you can unsubscribe at any time.
Who is the CEI™ for?
Anyone who earns a living and suspects AI might affect their role within the next 1–5 years. It's particularly useful for professionals in marketing, content, operations, finance, HR, admin, and customer-facing roles — but the framework applies to any knowledge-work career.
What's the difference between the ebook and the workbook?
The ebook explains the framework — the five dimensions, how to interpret your score, real case studies, and the 90-day plan. The workbook is hands-on: guided exercises, weekly templates, scripts, and tools built around your specific score and risk band. Think of the ebook as the map and the workbook as the GPS with turn-by-turn directions.
Is this just about learning to use AI tools?
No. AI skills are one piece of the puzzle, but the CEI™ measures five dimensions — including your professional visibility, income diversification, and adaptability. Plenty of people with strong AI skills still score high because they're over-concentrated in one employer or invisible outside their company.
What if I score low — do I still need this?
A low score means you have time, not that you're immune. The ebook and workbook include proactive strategies for people in the low and moderate bands — building visibility, creating secondary income, and staying ahead of the curve rather than reacting after the fact.
Do you offer refunds?
Yes. If the ebook or workbook doesn't help you, email Daniel within 30 days for a full refund. No questions, no hassle.
Is Daniel Marsh a real person?
Daniel writes under a pen name to keep the focus on the work rather than personal branding. The experience is real, the framework is tested, and you can reach him by email any time.

Your career doesn't have a snooze button.

Take 10 minutes to find out where you stand. The free worksheet is yours — no strings attached.

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