EduFinder
EduFinder by Waystar

The Pursuit! Atlas

A short, deceptively simple survey becomes your application identity and a four-year extracurricular plan: what to pursue each grade, how to grow it into evidence, and real opportunities you can act on now.

"Just Do More Activities" Is Useless Advice.

The Problem

Most students pile on whatever activities are nearby, then hope it adds up to a story.

Whatever activities happen to be nearby
A curated catalog of activity paths ranked against your own profile
Hoping it adds up to a story later
A complete, time-phased roadmap of what to pursue and how to start each one
Advice that never asks what you can actually commit
Your interests, temperament, values, and real constraints read first
A list of ideas with no way to act on them
Real opportunities you can act on now, with dates, links, and the day they were checked
The Sample

One Spike, Two Supports, Four Windows.

Sample Only. Daniel Okafor is a fictional 11th grader heading toward Computer Science. He reads as a builder who would rather make something real than chase a ranking, so his atlas puts one technical spike at the centre and wraps it in two supporting roles. This is the full sample that used to sit on its own page, now built right into this one.
11th Grade Computer Science Hybrid Strategy Building · Investigating · Leading
Your Application Identity

The Builder Who Ships for Real Users

Before the activity list comes the claim it is making. Daniel's file argues one thing: he does not collect titles, he puts working software in front of people who then depend on it. Every pick below is chosen to make that sentence provable, which is why one shipped app outranks three more clubs for him.

The Three Pillars It Rests On

Software Real People Use Proof under Competition Pressure The Same Skill, Given Away
Where Daniel Stands
Two years of building for himself already sit behind him: projects nobody assigned, finished quietly rather than announced. None of it is packaged for a reader yet, and that is the job of the years he has left, not a gap to apologize for.
How a Reader Would Sum Him Up
A self-taught builder who put a real product in front of real users, held up under competition, and handed the same skill to a nonprofit that could never have hired for it.

An identity only reframes what you have actually done or can still do. It never invents accomplishments, and no plan can promise admission.

The Spike Ladder

Where the Hours Go

Bar length is the hours a week the atlas budgets, against the six-hour spike at the top. The shape is the strategy: one commitment that dominates, two that support it. Pick any of the three to see every step of the roadmap that advances it.

1 Build and Launch an App The Spike High Fit

Entrepreneurship · Ship something real to users and iterate on actual feedback. A shipped app with real users is the strongest, most unmistakably-yours signal a CS applicant can carry.

5–6 hrs/weekCongressional App Challenge · Product Hunt

The Two Supporting Roles

2 Competitive Programming / Hackathons High Fit

Competition · Solve algorithm problems or ship hackathon builds against the clock.

3–4 hrs/weekHack Club directory
3 Donate a Real Skill to a Nonprofit Medium Fit

Volunteering · The "lifts others" thread. It turns the same coding skill into visible impact, which balances a profile that could otherwise read as all-solo-building.

3–4 hrs/weekLocal org site or data work

About 11 to 14 hours a week across the three

Also Ranked, No Hours Committed Yet

School STEM / Robotics Club, contributing to open source, and freelancing a skill for pay all scored Medium Fit. They are the options if a supporting thread does not stick, not additions on top.

The Roadmap

Four Windows, Not a To-Do List

Next 30 Days

Start Now

  • Prototype your app's smallest version and get five users.
  • Register for the next hackathon and send two nonprofit offer emails.

Spring of Junior Year

This Semester

  • Grow the app past 50 users and write down the story of how it spread.
  • Place or finish at one hackathon; ship the nonprofit site.

Summer before Senior Year

Go Deep

  • Polish the app, open-source it, and submit to a national competition.
  • Start tutoring for income and teaching reps.

Application Season

Senior Fall

  • Write the app as your activity-list centerpiece and a possible essay.
  • Take a leadership title in the STEM club for the record.

Senior fall is for telling the story, not starting new things.

The Four-Year Arc

Every Grade You Have Left, with One Job Each

The windows above cover the months right in front of Daniel. This is the zoom out: the plan runs from the grade he is in now to his last deadline, one chapter per grade. He is a junior, so his arc is two chapters. A ninth grader answering the same survey gets four.

Junior Year

The Proof Year

  • Turn the app from a prototype into something with users who keep coming back.
  • Put the same skill in front of judges once, and in front of a nonprofit once.

Handoff: The SAT! Series, because a junior score is the last one that still leaves room for a retake.

Senior Year

The Story Year

  • Write the app as the centerpiece of the activity list, with the numbers it earned.
  • Start nothing new. Finish, hand off, and take the title that records what you already ran.

Handoff: The Roster! Board, where the activities become applications and essays with deadlines on them.

Season guidance in a grade chapter is general planning context, not a verified date. The dated opportunities sit under the activity each one supports, and each carries the day it was checked.

Moonshots

Stretch Ideas, If You Want to Aim Higher

Optional

Turn the App into a Tiny Real Business. Charge a few dollars, get ten paying users, and you have shown you can build something people value. Few applicants can point to real customers in high school.

Found a Coding-for-Good Club That Ships Projects for Nonprofits. It scales the spike and the service thread into a leadership story other students join.

The Story This Tells

By application time, Daniel is not a student in some clubs. He is the builder who shipped an app real people use, won a hackathon doing it, and turned the same skill into help for a nonprofit and younger students. One clear spike, two threads that make him human. That is a profile, not a list.

Three Steps. One Application Identity, Built Grade by Grade.

What Goes In What Comes Back
1

Answer a Survey That Seems to Ask about Everything but Your Résumé.

The questions feel small and random on purpose. Together they reveal how you actually work, what you care about, and what you can realistically commit. Your Roster profile can supply your grade, direction, and activities as starting points; edit anything.

Goes In:Small, Almost Trivial Answers Your Grade, Direction, and Current Activities
Comes Back:A Profile of Interests, Temperament, Values, and Real Constraints
2

A Scoring Engine Builds the Shortlist Before the Roadmap Is Written.

Every activity path is scored on interest fit, temperament, time, cost and location, grade runway, major alignment, and application signal. The AI strategist only chooses from that closed shortlist, so it cannot invent activities that ignore your constraints.

Goes In:That Profile
Comes Back:Every Activity Path Scored on Eight Signals A Closed Shortlist the Strategist Cannot Add To
3

Get a Diverse Set of Activities, a Phased Roadmap, and Real Opportunities.

Your atlas includes five to eight recommended activities with how-to-start steps and the strategic angle for each, a phase-by-phase roadmap, stretch "moonshots," verified live opportunities with dates and links, and one included adjustment pass to swap any pick. Summer programs from anywhere in the world join that list only when one clearly fits your direction, up to three of them, and only with the cost and selectivity their official page confirms. The list carries the day it was checked, and you can refresh it from your atlas.

Goes In:The Closed Shortlist
Comes Back:Five to Eight Activities with How-to-Start Steps A Phase-by-Phase Roadmap Dated, Verified Live Opportunities You Can Refresh
Eight Signals In, One Shortlist Out

Nothing Reaches Your Roadmap without Clearing All Eight.

Every signal is scored before a single activity is recommended, and the strategist may only choose from what survives. That is why the atlas never returns a pick your stated constraints rule out. In the sample atlas above, the eight signals resolve to one spike and two supports at about eleven to fourteen hours a week.

8signals scored 5 to 8recommended activities 1included adjustment pass

What Carries In, What Carries Out.

Carries In The Roster! Board
Your Grade and Direction Activities Already on Your List
Your Roster profile supplies grade, direction, and current activities as starting points. Edit any of them before the survey scores anything.
Carries Out The Next Thirty Days
Five to Eight Activities A Phased Roadmap Dated Live Opportunities
The first window is deliberately immediate: opportunities are timed to the months right after you generate your atlas, shown under the activity each one supports, and dated with the day they were checked so you know when to refresh them. Summer programs run on a longer clock and appear only when one genuinely fits.

One Path, Four Years, Five Tools.

The Atlas is one of five services on the student path, and it plans from whatever grade you are in now. Here is what each grade from 9th to 12th is for, and which service carries it.

9th

Explore Widely, and Aim at Something.

Join more than you will keep, with no guilt about quitting later. Give the exploring something to aim at: The Shortlist! Builder turns about twenty questions into five US colleges that fit, and The Resolve! Planner turns that aim into an AP or IB course plan you can defend.

10th

Prune to What You Would Choose Again.

Depth starts the year you drop things. Keep the two or three you would join again and put your hours there, then open the workspace that carries everything after this: The Roster! Board holds one profile, a first honest chance read, and the college list as it changes.

11th

Turn Commitment into Evidence.

This is the year the record has to show something: a result, a role, a project other people rely on. Sit the test early enough to retake it with The SAT! Series, and settle the college list on The Roster! Board while the year still has room in it.

12th

Tell the Story, Then File the Forms.

Start nothing new. Applications, deadlines, and every essay live on The Roster! Board, and The Aid! Playbook says which aid forms each college on that list wants, in the order they are due.

Want the reading first? The extracurriculars guide covers what readers look for in the ten activity slots, and the application timeline walks the same four years season by season.

Your Atlas Is Yours Alone. Parents Get a Seat of Their Own.

The family link that lets a parent follow along stops short of this tool. Your atlas, your survey answers, and your application identity are not on anybody else's screen.

A Free Account, Not a Window into Yours.

A parent who wants to be useful here signs in to a free account of their own and runs the tools first-hand: the financial-aid walkthroughs, a shortlist of their own to set beside yours, and the same Learning guides you read. None of it touches your workspace.

If you do invite a parent to follow along, a confirmed link covers SAT practice, your Roster board, your Shortlist, and your Resolve course plan, as names, dates, statuses, scores, and counts. The Pursuit! Atlas is deliberately not on that list, and neither is The Aid! Playbook.

See Exactly What a Family Link Shares

Fair Questions, Straight Answers.

What we would want to know before trusting an admissions tool.

What Is EduFinder Actually Built On?

EduFinder is built on specialist materials and structured admissions data: human-written SAT-style questions based on released-test patterns, acceptance-record calibration for chance bands, hand-curated college data, and intake flows designed by educators. AI helps synthesize a student's answers into the final output, but the product is the underlying data, structure, and judgment.

Why Does the Survey Ask Such Random-Seeming Questions?

On purpose. Asking "what activities should I do?" gets you a generic answer. Asking how you spend a free afternoon, where you do your best work, and what would actually make you proud reveals the things that predict which activities you will stick with and shine at. The scoring engine turns those small signals into a profile, and the roadmap is built from it.

How Does It Choose Which Activities to Recommend?

It scores a curated catalog of activity archetypes (clubs, competitions, volunteering, internships, jobs, community and political work, starting a business, independent projects, research, arts, and athletics) against your profile across eight signals, then hands the AI strategist only the top, diverse shortlist. You get five to eight recommendations with the reasoning shown, a phased roadmap, and real, dated opportunities, never a pick your stated constraints rule out. Those opportunities are now timed to the months right after you generate your atlas and shown under the activity each one supports, with year-round options like volunteering always included. When a summer program somewhere in the world clearly advances your direction, up to three of them join that list, with what a program costs and how selective it is stated only where its own official page says so; when none fits, the atlas tells you that and why instead of padding the list. Every opportunity carries the day it was checked, and you can refresh the list from your atlas page whenever you like, adding or adjusting your country and region as you go.

What Is an Application Identity?

It is the single claim your activities add up to: the image a reader is left with when they finish your file, written as a headline, the argument behind it, and the two or three pillars that carry it. The atlas states it before it ranks anything, because a ranking only makes sense once the claim is clear. It only reframes what you have actually done or can still do; it never invents accomplishments, and no plan can promise admission.

Does the Atlas Plan More than the Next Few Months?

Yes. Every atlas runs from the grade you are in now through your last year of high school, one chapter per grade, so a 9th grader gets four chapters and a senior gets one. Each chapter names its theme, three to five priorities tied back to your application identity, and season-tagged milestones, and it points you at the EduFinder service that carries that year. The near-term windows are still there: they plan the months right in front of you, and the grade chapters are the zoom out around them.

Can I See a Sample First?

Yes. You can read a complete sample atlas, built from a real student profile, before you answer anything or sign in.

Who Built This?

A small team of educators with US-college admissions experience, based in Seoul, plus engineers. The same people designed the question bank, the prediction model, and the editor, and tested them in real classrooms before anything shipped publicly. The "Who We Are" page has the longer version.

What Happens to My Answers?

Your intake answers, saved work, and atlases stay in your account. We do not share them, sell them, or use them to train models. You can delete the whole account from settings at any time.

One Atlas. One Identity, and Every Grade You Have Left.

Answer first. Generate yours.

What You Give It
How You Spend a Free Afternoon Where You Do Your Best Work What You Can Commit Cost and Location Limits Your Grade and Direction
What Comes Back
5 to 8 Activities Why Each One Fits You How to Start Each One A Phased Roadmap Stretch Moonshots Dated, Refreshable Live Opportunities One Adjustment Pass
The Pursuit! Atlas

An Extracurricular Plan Built around Who You Actually Are.

  • Five to eight recommended activities across clubs, competitions, jobs, projects, and more
  • For each: why it fits you, how to start, and the strategic angle for applications
  • A phase-by-phase roadmap, stretch "moonshots," dated live opportunities you can refresh, and summer programs only when one truly fits
  • One included adjustment pass to swap any pick you don't love

Free

For every signed-in account.

Create Your Free Account

Comprehensive private consulting packages run $4,000 to $12,000, and activity strategy is a big part of what they sell. Your four-year Atlas is $0.

Step 4 of 5 · 9th–12th Grade

Where This Fits on the EduFinder Path

See the Full Path from 9th grade to senior fall.