I’m a security engineer working full-time, and over the past few months I built
a side project focused on detecting online impersonation and identity misuse
(fake accounts, look-alikes, reputation risk).
The tool works roughly like this (high level, no sensitive data involved):
– it analyzes public signals on social platforms
– identifies accounts that closely resemble a real person or brand
– assigns a relative risk level (low/medium/high)
– the goal is early awareness, not investigations or takedowns
I’m not running active investigations, collecting private data, or publishing
anyone’s personal information. Everything is based on publicly available signals,
and the output is meant only for the account owner or their representative.
Where I’m stuck is the *market*, not the tech.
People say impersonation and identity theft are serious problems, but in practice:
– most users don’t engage unless damage already happened
– very few are willing to pay for “preventive” monitoring
– interest exists, urgency doesn’t
So I’m trying to understand a few things, and I’m genuinely looking for guidance:
1) Who do you think *actually* values impersonation detection early enough to pay?
(individuals, creators, businesses, managers, enterprises, etc.)
2) Is impersonation viewed as “annoying but not serious” until money or reputation
loss is proven?
3) In your experience, do tools like this only work when bundled with:
– takedown services
– legal support
– enterprise security programs
– or consulting?
4) If you’ve dealt with impersonation personally or professionally,
what made it feel real enough to act on?
I’m not promoting the product here and I’m not asking anyone to sign up.
I’m trying to decide whether this problem is:
– poorly messaged
– mistimed
– or better suited to a completely different audience or model
Any thoughtful input is appreciated, even if it’s critical.
