understanding of the day-to-day work, before → after (out of 5)
Try a profession before you choose it
PathTry is micro career exploration: ten minutes of real work tasks instead of guessing about your future job.
The problem
Students choose a major from descriptions, advice, and rankings — almost nobody gets to try the actual work first. Many only realise a career is not for them in their second or third year, after losing time and money.
Internships and job shadowing are rare, and personality quizzes do not show what a normal working day looks like.
How PathTry works
- Pick a profession — 15 paths in 4 fields.
- Work through 10 tasks in about 10 minutes: 7 decisions with 5 options and 3 written answers, each followed by a pro insight.
- Rate how each task felt — the interest meter shows not only “right” but “is this me”.
- Get your result: match score, strengths, subjects, universities, and next steps.
Where tasks come from
All 150 tasks are based on real work activities from the O*NET OnLine occupational database (US Department of Labor) and the European ESCO skills taxonomy, rewritten as short, plain-language scenarios for students.
It is an exploration tool, not a psychological test or a prediction of success.
How PathFinder AI works
PathFinder is the AI mentor. It reviews written answers against each task’s criteria (strong / partial / off the task), gives hints without revealing answers, and answers career questions with the current task in context.
It runs on Claude Haiku 4.5 (Anthropic) or a free open model served by Groq — requests go only through our server, and keys never reach the browser. If the AI is unavailable, PathFinder falls back to criteria-based review and catalog knowledge, so the site always works.
Safety limits: 1,000 characters per message, 20 requests per minute, refusal of harmful or off-topic requests, and no medical or legal advice presented as real advice.
Privacy
- No sign-up and no accounts.
- Progress and results stay in your browser (localStorage).
- Written answers and PathFinder messages go to the server (and to the AI model, when enabled) only to generate a reply, and PathTry does not store them.
- We only receive a contact (email or Telegram) if you ask for a roadmap.
- Visit statistics are anonymous (Vercel Analytics, cookieless).
Research behind the approach
The idea of trying the work before choosing builds on international career-guidance research. The tasks themselves are based on the O*NET and ESCO occupation databases.
- OECD — Career Readiness project Teenagers who explore and experience work — workplace visits, job shadowing, conversations with professionals — tend to have lower unemployment, higher wages and greater job satisfaction as adults (11 indicators of career readiness).
- Harvard Graduate School of Education — Pathways to Prosperity (2011) Symonds, Schwartz and Ferguson argue that preparing young people only through classroom-based academics is not enough, and call for career pathways and guidance that connect school to real work.
Roadmap
- Now
- 15 professions, 150 tasks
- English and Russian
- PathFinder AI mentor
- Next
- 50+ professions
- Kazakh language
- Dashboard for school counsellors
- Later
- University programme matching
- Challenges from real employers
Business model
Every profession, PathFinder and the result are free with no sign-up, so the students who need guidance most face no barrier.
Anonymous analytics on applicant interests, branded experiments built around their programmes, and pilots for schools and career counsellors.
Go-to-market
- 1 · School pilots
Free 45-minute lessons with career counsellors, measured with class links and a before/after survey.
- 2 · Student sharing
Result cards with QR codes bring friends to try the same profession — growth without ad spend.
- 3 · Paid partners
Universities and EdTech pay for anonymous interest analytics and branded experiments.
Running costs
Today PathTry runs on free tiers: Vercel hosting, the AI mentor via Groq, email via Resend. The only cost is the domain.
At scale we can switch to Claude Haiku: one answer review costs a fraction of a cent, and without AI the site keeps working in offline mode — so the cost per student stays very low.
Tested with real students
learned something new about the real work
found the profession more interesting
would recommend it to a friend: answered “yes” or “maybe”, nobody said “no”
said the result matched how they felt (fully or partly)
how close the tasks feel to real work
ease of use
PathFinder usefulness among those who used it
- Clear, convenient interface and design
- Good questions in the tasks
- Explanations from the AI mentor
- PathFinder occasionally failed to answer — made more reliable, with a fallback
- More realistic situations in tasks — next content update