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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

  1. Pick a profession — 15 paths in 4 fields.
  2. Work through 10 tasks in about 10 minutes: 7 decisions with 5 options and 3 written answers, each followed by a pro insight.
  3. Rate how each task felt — the interest meter shows not only “right” but “is this me”.
  4. 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

  1. Now
    • 15 professions, 150 tasks
    • English and Russian
    • PathFinder AI mentor
  2. Next
    • 50+ professions
    • Kazakh language
    • Dashboard for school counsellors
  3. Later
    • University programme matching
    • Challenges from real employers

Business model

Free for students

Every profession, PathFinder and the result are free with no sign-up, so the students who need guidance most face no barrier.

Universities, schools & EdTech pay

Anonymous analytics on applicant interests, branded experiments built around their programmes, and pilots for schools and career counsellors.

Go-to-market

  1. 1 · School pilots

    Free 45-minute lessons with career counsellors, measured with class links and a before/after survey.

  2. 2 · Student sharing

    Result cards with QR codes bring friends to try the same profession — growth without ad spend.

  3. 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.

Validation

Tested with real students

Pilot survey: 30 participants, 20 of them school students. Each tried one profession and answered questions before and after.
3.8 → 4.4

understanding of the day-to-day work, before → after (out of 5)

93%

learned something new about the real work

60%

found the profession more interesting

100%

would recommend it to a friend: answered “yes” or “maybe”, nobody said “no”

100%

said the result matched how they felt (fully or partly)

4.5/5

how close the tasks feel to real work

4.3/5

ease of use

4.3/5

PathFinder usefulness among those who used it

Team

Tair IdrissovTeam Captain & Lead Developer
Damir OmarWeb Developer
Amelya LeonovaPitch & Presentation Lead
Arlan SharipovPitch Co-author
Try a professionGitHub