Yesterday at around 8:00 PM, I received an email that immediately caught my attention.
Not because it promised unrealistic salaries.
Not because it claimed I was the perfect candidate.
Not because it contained the usual clichés that experienced professionals learn to ignore.
Quite the opposite.
It sounded plausible.
Very plausible.
The message came from an African executive search consultant who claimed to be working on behalf of a Japanese multinational expanding a critical business unit in Madrid.
The role?
Quality & Continuous Improvement Manager.
A senior position with European scope, significant visibility, strong executive sponsorship, and a clear mission: connect Operational Excellence, Quality, Continuous Improvement and Digital Transformation.
In other words: a role that looked as if somebody had designed it specifically for me.
And that was the first thing that impressed me.
The person behind the email had clearly done their homework.
They referenced my experience at SEAT.
My Smart Factory work.
My use of Process Mining.
My experience with AI, IIoT and Digital Twins.
My certifications.
My research activities.
Even several articles I have published on LinkedIn.
The level of personalization was exceptional.
As someone who has spent years receiving generic recruiter messages, this immediately stood out.
Green Flag #1: The Story Made Sense
One of the reasons scams often fail is because they are too ambitious.
This one wasn’t.
The company was real.
The role was real.
The location was realistic.
The salary range was attractive but not ridiculous.
The scope matched the challenges currently faced by many industrial organizations.
Everything felt coherent.
Even the discussion about seniority was cleverly handled.
The recruiter openly acknowledged that the role was Manager level rather than Director level.
However, they explained that the position carried significant international visibility and could become a stepping stone toward a Director role within 12–18 months.
That was a masterstroke.
It addressed what many senior candidates would naturally wonder, while keeping the opportunity attractive and believable.
The salary range was another subtle detail.
High enough to attract attention.
Not high enough to trigger suspicion.
Exactly where a credible opportunity should sit.
Green Flag #2: They Understood the Job
What impressed me most was not that they understood my CV.
Many recruiters can do that.
What impressed me was that they appeared to understand the actual challenges behind the role.
The conversation quickly moved beyond keywords.
We discussed digital transformation.
Organizational adoption.
Governance.
Stakeholder alignment.
The reality that technology is rarely the hardest part of transformation.
The recruiter’s responses were thoughtful and surprisingly well connected to the topics I regularly write about.
At that stage, nothing felt suspicious.
In fact, it felt more professional than many real recruitment processes I have experienced.
Green Flag #3: The Headhunter Seemed Real
Another detail made the story even more credible.
The headhunter’s profile appeared genuine.
The LinkedIn profile existed.
It looked established.
It contained a substantial professional history.
It showed signs of real activity and engagement.
In fact, the profile had openly viewed my LinkedIn profile before the first contact was made.
Nothing about it immediately suggested a fake account.
That is one of the reasons I am intentionally not naming the individual involved.
I do not know whether the profile itself is genuine, whether it has been compromised, whether it is being impersonated, or whether the person behind it is fully aware of how the process is being conducted.
What I do know is that the contact did not arrive through LinkedIn InMail, which would have been the most natural route.
Instead, it arrived through an old email address that I no longer use professionally and that I deliberately keep separate from my current CV and job search activities.
To this day, I still do not know how that address was obtained.
And that uncertainty became one more element in a story that initially felt surprisingly believable.
The First Yellow Flags
Then small inconsistencies started to appear.
Nothing dramatic.
Just details.
The recruiter used a Gmail address.
Not ideal, but not impossible for an independent consultant.
Some messages contained minor contradictions.
The timelines occasionally shifted.
Certain explanations felt slightly over-engineered.
There were also signs that Generative AI was heavily involved in the process.
That, by itself, is not a problem.
I use AI every day.
Many professionals do.
Using AI does not make something fraudulent.
It simply increases productivity.
But AI also introduces a new challenge:
When a process is highly automated, inconsistencies become easier to spot.
And inconsistencies started appearing.
The Candidate Intelligence Brief
The next step was a professionally presented Candidate Intelligence Brief.
At first glance, it looked impressive.
It summarized my experience.
Connected my background to the role.
Positioned my strengths.
Mapped my profile to the company’s challenges.
Exactly the sort of document an executive search consultant might prepare.
Then I started reading carefully.
Very carefully.
That is when things became interesting.
The document included references to military-related experience.
Then, somehow, I discovered that I apparently had a connection to the Royal Australian Air Force.
This was fascinating news.
Particularly because I have never served in the Royal Australian Air Force.
Or in any other air force.
At this point, I became increasingly convinced that AI had been used extensively to generate parts of the material.
Again, not necessarily malicious.
But definitely careless.
The quality of the narrative remained impressive.
The factual accuracy, however, was beginning to crack.
The Plot Thickens
The process continued.
I was informed that I had been shortlisted.
A preparation call was scheduled.
A detailed roadmap was presented.
Everything still looked surprisingly professional.
Then came another interesting twist.
The recruiter explained that, in addition to my CV, the client supposedly required four executive documents:
- A Strategic Project Portfolio.
- A 30-60-90 Day Executive Plan.
- Business Transformation Case Studies.
- A Leadership Philosophy Statement.
At first glance, this did not seem completely unreasonable.
For a senior operational leadership role, some of these documents could genuinely add value.
But something felt odd.
Why had none of this appeared in the official job description?
Why was a supposedly mandatory requirement only being introduced at this stage?
And why did the process suddenly become centered around document preparation rather than candidate evaluation?
The Plot Twist
Then came the final email.
The one that revealed the entire mechanism.
A specialist called «Jon» had supposedly already begun preparing my executive documents.
Not only that.
The recruiter informed me that they had already paid most of the fee on my behalf.
All I needed to do was pay the remaining balance.
The amount?
One thousand dollars.
Suddenly, everything made sense.
The shortlist.
The urgency.
The executive package.
The mysterious consultant.
The pressure.
The timeline.
The insistence.
The story was not about a job opportunity.
The story was about selling a service.
And that changed everything.
What Made This Different
I have seen many scams over the years.
Most are easy to spot.
This one was different.
It was intelligent.
Patient.
Personalized.
Professionally written.
It leveraged real companies.
Real jobs.
Real industry terminology.
Real challenges.
Most importantly, it leveraged something many professionals possess:
Hope.
Not irrational hope.
Reasonable hope.
The possibility that somewhere out there exists a role that genuinely matches your experience.
That is why it was so effective.
Built Like a System
As someone who works at the intersection of Operational Excellence, Process Mining, AI and industrial transformation, what struck me most was not only the scam itself.
It was the process design.
This was not a random message.
It was a funnel.
A well-sequenced funnel.
First, establish credibility through a real company and a real role.
Then, personalize the message using my professional history.
Then, create strategic fit by connecting the opportunity to my experience in Smart Factory, Continuous Improvement, Quality, Process Mining and AI.
Then, address potential objections before I raised them: seniority, salary, visibility, sponsorship, scope.
Then, increase commitment step by step: questions, CV, shortlist, Candidate Brief, preparation call.
Finally, introduce the monetization point: an external document specialist.
From an Operational Excellence perspective, the mechanism was almost elegant.
Wrong, of course.
But elegant.
And that is precisely what makes it dangerous.
It was not chaos.
It was a designed process.
The Part That Should Worry Us
What worries me most is not what happened.
What worries me is how little would have been needed to make it much harder to detect.
Most of the mistakes that exposed the story were surprisingly small:
- A Gmail address instead of a corporate domain.
- Contradictions between different messages.
- References to professional experiences that were not mine.
- Timelines that did not quite make sense.
- The sudden appearance of «Jon» and the payment request.
But if we are honest, none of these are difficult to fix.
A better prompt.
A more careful review.
A second iteration.
A slightly more disciplined process.
And most of those warning signs disappear.
That is what makes this case interesting.
Not because it was perfect.
But because it was close.
Very close.
The company was real.
The role was real.
The challenges were real.
The terminology was correct.
The recruiter understood my background.
My certifications.
My publications.
My professional interests.
Even my views on leadership and transformation.
The story was not built around fantasy.
It was built around reality.
And that is exactly why it worked for as long as it did.
Not Only a Candidate Problem
This is not only a candidate problem.
It is also a corporate reputation problem.
Real companies, real roles and real brands can be used as raw material to manufacture trust.
A candidate may think they are being approached by someone connected to a respected organization.
The company may have no idea that its brand is being used as part of a fraudulent or abusive recruitment funnel.
The recruiter may be real.
The job may be real.
The company may be real.
And yet the process around it may still be compromised.
That is the new challenge.
In the past, checking whether the company existed was often enough.
Today, that is no longer sufficient.
The question is not only:
«Is the company real?»
The question is also:
«Is this person truly authorized to represent this process, and why am I being asked to do this outside the normal recruitment channel?»
Where This May Be Going
Perhaps I was not the first person to receive this approach.
Perhaps I was.
I honestly do not know.
What I do know is that if this is where things are today, we should all be thinking carefully about where they will be in two years.
Or five.
Because Generative AI is not only helping honest professionals become more productive.
It is also dramatically lowering the cost of building trust at scale.
And trust has always been the most valuable currency in recruitment.
Some Questions For The Community
Have you ever experienced something similar?
Have you seen recruitment processes that felt increasingly sophisticated but ultimately led somewhere unexpected?
Do you believe LinkedIn users are prepared for this new generation of highly personalized approaches?
Have you encountered cases where real companies, real job descriptions and real professional profiles were combined into something that looked legitimate but turned out not to be?
And perhaps the most uncomfortable question of all:
If a scammer can understand your professional profile almost as well as a good recruiter, how will we distinguish between the two in the future?
Because I am convinced of one thing.
This particular attempt still contained mistakes.
Several of them.
Enough to expose the mechanism before any money changed hands.
But those mistakes were not structural.
They were implementation details.
And implementation details improve.
Fast.
Which means that the next version will be better.
And the version after that will be better still.
I lost a little time.
I shared a few professional details.
Nothing more.
But I came away with a new appreciation for how sophisticated professional scams are becoming.
Not because they are getting better at lying.
But because they are getting better at telling stories that are almost entirely true.
And that may prove far more dangerous.
#Recruitment #ExecutiveSearch #LinkedIn #GenerativeAI #ArtificialIntelligence #FutureOfWork #Leadership #OperationalExcellence #DigitalTransformation #PersonalBranding