MindMuse maps 26 careers — surgeon, software engineer, nurse, lawyer, architect, pilot, veterinarian and more — to the four years of high school classes that lead there. For each one you get the AP courses that genuinely matter, an honest read on which AP credit colleges actually accept, the schools known for that field, typical pay, and the part nobody tells you. There are also free tools for GPA planning, SAT and ACT score gaps, AP exam study strategies, flashcards, and spaced review schedules.
Four years, on purpose
Four tools that work off one plan: the classes that lead to your career, the schools that teach it, the tests that gate it, and the grades that carry it.
New here? Build your pinkprint first — everything else works off it.
MindMuse is a planning tool built by a student. It is not an admissions office, a school counselor, or a licensed advisor, and nothing here is a prediction about where you'll get in.
Course offerings differ at every high school. Credit policies differ at every college, and they change. Score ranges and requirements move year to year. Treat everything here as a starting point for a conversation with your counselor, and verify anything that actually matters against College Board and the college's own website.
The GPA and test tools are arithmetic on the numbers you type in. They don't know your school's weighting rules, your district's grading scale, or what your target schools require.
Course maps and college notes are researched but not perfect, and I'd rather know. If a class is misplaced, a credit policy has changed, or your school does something differently, tell me and I'll fix it.
Career to course map
Tell us what you want to be. We'll work backward to the four years that get you there.
Course map
Testing
Enter where you are and where you want to be. The plan you get is sized to the actual gap — a 30-point jump and a 300-point jump are completely different projects.
Total score, 400–1600. Practice test counts.
Look up the middle 50% range for schools on your list.
Leave blank if you haven't picked one yet.
Test-optional is now the norm at a large share of colleges, and at many of them a strong GPA with no score submitted beats a mediocre score submitted. Before you spend six months on a 60-point gain, check whether the schools on your list even require it — and if they don't, whether your score is above or below their published middle range. Below it, sending nothing is often the stronger application.
Grades
Work out what you need to earn from here to hit your target — and find out early if the math has already closed the door, while there's still time to aim somewhere better.
Use unweighted for a truer read.
Two per school year. End of sophomore year is 4.
List the classes you're taking, mark the level, and set the grade you're aiming for. You'll see what the semester does to your GPA — and the highest number this schedule can possibly produce.
The most common scales, but districts differ. Check your handbook if the number looks off.
If the calculator tells you your target is out of reach, that is useful information and not a verdict on you. Community college transfer pathways send thousands of students into flagship universities every year with the same degree at the end and a fraction of the debt. Several states guarantee admission to their flagship for transfer students who hit a GPA threshold. Knowing this as a junior lets you plan a route instead of grieving one.
Exams
Studying for AP Chem is nothing like studying for AP Lit. Here's what each exam actually rewards, when to start, and the mistake that costs the most points.
Tools
Three things worth having before you go looking for an app. Everything here runs in your browser and nothing leaves your phone.
Paste your notes with a dash, colon, or tab between the term and the definition — one card per line. A whole unit becomes a deck in about ten seconds.
Blank lines are ignored. The first separator on each line is the split point.
Your deck is saved on this device so it survives a refresh. It never leaves your phone and there's no account.
Twenty-five minutes of work, five minutes off. The point isn't the number — it's that a running clock makes starting easier than deciding to start.
Focus block
No rounds finished yet.
Give it your exam date and it works backward into review sessions at widening intervals. Reviewing five times across two months beats reviewing five times in one week, and it isn't close.
Rereading notes and highlighting feel productive and are close to useless, because recognizing something is not the same as being able to retrieve it. The two techniques with the strongest evidence behind them are testing yourself and spacing that testing out over time, which is exactly what a flashcard deck plus a review schedule does. If you only change one thing about how you study, close the book and try to write down what was on the page. The discomfort of that is the learning.
Where you stand
Paste what you've taken so far and pick where you're headed. You'll get your GPA, a read on your course rigor, and the specific classes your goal calls for that you haven't taken yet.
One class per line with its grade at the end. Letter grades or numbers both work. Add a line saying "Grade 9" or "Sophomore" to separate years and you'll also get a trajectory read.
Nothing you paste leaves your phone. There's no account and no server — the whole review runs in your browser.
The review above is math and pattern-matching. This sends what you entered to an AI advisor that reads it properly and answers follow-up questions.
Unlike the rest of this page, this part sends your text to an outside AI service to get an answer. Leave out your full name, student ID, and school name — the advice is the same without them.