Frequently Asked Questions

Everything you need to know about PathLeap and career exploration.

About PathLeap

What is PathLeap?
PathLeap is a free career exploration platform designed for teens aged 12–18. We help students discover 380+ careers with real salary data, growth projections, AI risk scores, and AP course recommendations — so you can plan your future with confidence, not fear.
Is PathLeap free?
Yes! PathLeap is free to explore — browse 380+ careers, 40 AP courses, take the career quiz, compare careers side-by-side, and read all blog content at no cost. Premium features like full career rankings, personalized AP planning, and saved career collections are available with a subscription.
Who created PathLeap?
PathLeap was created by Aculogi Inc in 2026 with a mission to help teens navigate career decisions in the age of AI. We combine real labor market data with AI impact analysis to give students the most relevant and forward-looking career guidance available.
How is PathLeap different from other career tools?
Most career tools show outdated job descriptions. PathLeap is built for the AI era — every career includes an AI Impact Deep Dive showing which tasks AI will handle and which stay human, plus an AI risk score from 0–100. We also connect careers directly to AP courses and college majors, creating a clear pathway from high school decisions to career outcomes.

Data & Methodology

How are the AI risk scores calculated?
Our AI risk scores are based on O*NET task data, Bureau of Labor Statistics occupational projections, and the Microsoft 'Working with AI' research (2025). We analyze which specific tasks in each career can be automated by current AI technology and weight them by importance to the role. Scores range from 0 (minimal AI risk) to 100 (high automation potential). All 380+ careers were recalibrated in March 2026.
Where does PathLeap's salary data come from?
All salary figures come from the Bureau of Labor Statistics (BLS) Occupational Employment and Wage Statistics. We show median annual salaries, which represent the midpoint — half of workers earn more, half earn less. Data is updated quarterly with each new BLS release.
How often is the career data updated?
We update salary data, growth projections, and AI risk scores quarterly using the latest Bureau of Labor Statistics releases, O*NET updates, and industry research. Career descriptions and AP course recommendations are reviewed monthly. Last full data refresh: March 2026.

AP Courses

What AP courses should I take for my career?
It depends on your career interests! Each career page on PathLeap includes specific AP course recommendations marked as 'essential' or 'recommended.' As a general rule: STEM careers benefit from AP Calculus and AP Sciences, business careers from AP Macro/Microeconomics, and creative careers from AP English and AP Art courses. Visit our AP Course Guide to explore all 40 AP courses and their career connections, or try the AP Planner tool.
How many AP courses does PathLeap cover?
PathLeap covers all 40 AP courses offered by the College Board, including difficulty ratings, pass rates (updated to 2025 data), and direct career connections. Each AP course page shows which careers it connects to and whether it's essential or recommended for specific career paths.
What is the AP Planner?
The AP Planner is a free tool that helps you build your ideal AP course schedule based on your career interests. Select careers you're interested in, and we'll recommend the best AP courses to take — showing which are essential vs. recommended, and helping you avoid overloading your schedule.

College & Majors

Can PathLeap help me choose a college major?
Yes! Each career page includes recommended college majors, and our Majors Guide covers 48 popular majors with career outcomes and connections. We show which AP courses connect to which majors, helping you build a clear path from high school to college to career.

AI & Future of Work

What careers are least likely to be replaced by AI?
Careers with low AI risk scores (under 20) on PathLeap typically involve complex human interaction, physical dexterity, or creative judgment — think surgeons, therapists, skilled trades, and emergency responders. Check our Rankings page to sort all 380+ careers by AI safety score and see which fields are most future-proof.
Should I be worried about AI taking my future job?
Not if you plan ahead! AI will change most careers, but very few will disappear entirely. PathLeap's AI Impact Deep Dive on each career page shows exactly which tasks AI will handle and which will stay human. The key is choosing careers where AI is a tool that makes you more productive, not a replacement. Our AI risk scores help you find those sweet spots.

Features

What is the career quiz?
PathLeap's Career Discovery Quiz is a free, interactive assessment that matches your interests and preferences to careers. Unlike boring multiple-choice tests, our quiz uses engaging scenarios to understand what excites you, then recommends careers you might not have considered — complete with salary data and AI risk info.
How does the career comparison tool work?
The Compare tool lets you place two careers side-by-side to compare salary, growth rate, AI risk, education requirements, and recommended AP courses. It's perfect for when you're torn between two career paths and want to see the data in one view.
What are Hidden Gems careers?
Hidden Gems are high-potential careers that most students haven't heard of. These are roles with strong salaries, good growth projections, and lower competition — like Biostatistician, UX Researcher, or Wind Turbine Technician. We highlight them because the best career might be one you didn't know existed.

For Parents

Can parents use PathLeap?
Absolutely! Many parents use PathLeap alongside their teens to explore career options together. Our career data, AP course recommendations, and AI risk scores give parents the information they need to have informed conversations about their child's future — without the anxiety of not knowing what's out there.
How can PathLeap help with college applications?
PathLeap helps you make strategic AP course choices that align with your intended major, which strengthens college applications. Knowing your career direction also helps you write more compelling personal statements and choose extracurriculars that admissions officers value. Our AP Planner and career-to-major mappings make this planning easy.

Privacy & Safety

Is PathLeap safe for teens? Do you comply with COPPA?
Yes. PathLeap is designed with teen safety as a priority. We comply with COPPA (Children's Online Privacy Protection Act) and do not collect personal information from children under 13 without parental consent. We don't sell user data, and our platform contains no ads or third-party trackers. Read our full Privacy Policy for details.

Account & Subscription

Do I need to create an account to use PathLeap?
No account needed to browse careers, AP courses, majors, take the quiz, or read the blog. Creating a free account lets you save favorite careers, track your exploration progress, and customize your dashboard. Premium features require a subscription.