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Behavioral analysis of your career decisions from your LinkedIn

Behavioral analysis of your career decisions from your LinkedIn

by rohanm93·Mar 23, 2026·3 points·0 comments

AI Analysis

MidCrowd Pleaser

AI reads your LinkedIn and tells you about yourself — Crystal Knows did this first.

Strengths
  • Career trajectory as personality fingerprint is a clever framing versus generic tests
  • Fast turnaround (~10 seconds) with no signup removes friction for trying it
  • Psychometric research grounding adds credibility over pure LLM horoscope energy
Weaknesses
  • Behavioral science claims are unverifiable — could be polished prompt engineering
  • LinkedIn career analysis space already has Crystal, Teal, and dozens of AI wrappers
Category
Target Audience

Job seekers, career coaches, professionals seeking self-reflection

Similar To

Crystal Knows · Teal · 16Personalities

Post Description

I've spent the last year building personality models + the last 9 years in the career tech space.

This new tool I made works pretty well and I wanted to share it. Just give it your LinkedIn username. It pulls your career history and in about 2 seconds, it'll notice patterns in your career story and tell you things about yourself that are weirdly specific — your blind spots, what's driving your decisions, stuff you've probably felt but never had anyone put into words.

A big unlock I had (and why I built this) was that your career trajectory says SO MUCH about you as a person. Not your job titles, but the pattern of decisions. When you moved, when you stayed, what you kept going back to. That trail is basically a personality fingerprint.

The AI is pulling threads together across a full career history in a way that would take a coach hours to piece together. I think there's something genuinely powerful about having enough context (a full career arc) combined with enough research (our trait model) to say things that are helpful -- like you sat down with a real career strategist who gave you some cold, hard career therapy.

You can also check out our trait model through our main personality test - it's grounded in occupational psychology and psychometric research - it's kinda like the Big Five, Myers-Briggs, etc.

This tool only works on public LinkedIn profiles, and sometimes it infers too much and gets things wrong — especially when someone's LinkedIn is really sparse or outdated. But it'll give you goosebumps if it gets you right.

No LinkedIn sign up/permissions required (just your profile username), free for now (AI costs are not trivial but will cover costs up unless in the unlikely event a lot of people do it and my limits are hit).

Would love feedback on what you think :-)

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ChoiceBook – Stories Are Mirrors

The core idea — using branching, pressure-filled stories (Fantasy, Apocalypse, etc.) as behavioral probes instead of direct survey questions — is a neat twist that makes self-assessment feel like a micro-game. The site shows live-adaptive narratives and concrete trait scores (e.g., 'Machiavellianism 68%'), which sells the concept, but there's little on the landing page about the model or validation backing those labels and the pay-per-test pricing feels transactional rather than research-driven.

SlickCrowd Pleaser
owoamier
204mo ago