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TUTORSS · EDUCATION Stop Worrying. Start Planning.

Introducing CAD — College Application Diagnostic

Stop Worrying.
Start Planning Your College Application. CAD

28 years of admissions data · 2,000 institutions · 7 statistical models
One honest, Bayesian-calibrated answer about where you truly stand.

2,000+Institutions
28Years of Data
10Selectivity Tiers
$10Per Report
How It Works
Harvard3.4%admit rate Yale4.6%admit rate Princeton4.7%admit rate MIT3.9%admit rate Stanford3.7%admit rate Columbia3.9%admit rate UChicago5.0%admit rate Duke6.3%admit rate UCLA9.0%admit rate UVA15%admit rate Harvard3.4%admit rate Yale4.6%admit rate Princeton4.7%admit rate MIT3.9%admit rate Stanford3.7%admit rate UChicago5.0%admit rate Duke6.3%admit rate UCLA9.0%admit rate

The Process

How CAD Works

Four clear steps — from anxiety to a calibrated, honest answer

01📋
Complete Your Profile

Answer 50 PQ/IQ questions in one session. Have scores, GPA, English proficiency test, and target school ready before you begin.

02💳
Secure $10 Payment

Pay via Stripe. Your profile data travels with the payment link — nothing is lost. After payment you return here automatically.

03⚙️
7-Layer Analysis Runs

Logistic regression, SEM, Bayesian posterior anchored to published admit rates, and 4 more models — calibrated against 28 years of IPEDS data.

04📧
Results & Email Instantly

Results display on screen immediately. Your full CAD Report is emailed to you and to hey@tutorss.education. Download PDF anytime.

IPEDS / NCES
Common Data Sets
US News Rankings
Peterson's Guide
Harvard Crimson Survey
ACT.org
College Board
World University Rankings

The 10-Tier Framework

Every Institution. Every Student.

A unique statistical model per tier — unique betas, unique probabilities

Tier 1
Ivy League + Elite
Harvard, Yale, Princeton, MIT, Stanford, UChicago, Duke
Tier 2
Highly Selective Private
Vanderbilt, Northwestern, Georgetown, Notre Dame, Emory
Tier 3
Selective Public Flagships
UCLA, UC Berkeley, UMich, UVA, UNC, Georgia Tech
Tier 4
Elite Liberal Arts
Amherst, Williams, Pomona, Davidson, Bowdoin
Tier 5
Selective Public
UT Austin, UW-Madison, UF, UIUC, Penn State
Tier 6
Moderately Selective Private
Gonzaga, Elon, Butler, Fordham, Loyola
Tier 7
Moderately Selective Public
U Arkansas, U Tennessee, U Missouri, Auburn
Tiers 8–10
Broad Access
Regional private, state universities, open enrollment

Our Mission

Every high schooler deserves to know where they stand — not after the rejection letter, but before the application is sent.

GHTH.Org — Tutorss Education Research Team

Simple Pricing

Pay Only When You Run

No subscriptions. No hidden fees. One honest price for one honest answer.

Student
$10
per diagnostic run
  • Full CAD Report emailed instantly
  • Three-number probability dashboard
  • Reach / Possible / Match / Likely
  • Strength and gap analysis
  • 15 personalized school recommendations
  • Downloadable PDF report
Counselor Bulk
$85
10 runs — save $15
  • Everything in Student plan
  • 10 diagnostic runs
  • Cohort summary reports
  • Bulk email delivery
  • Priority support

TTS Scholarship Fund

Help a Student Fight for Their Future

The cost of education continues to rise, yet the dreams of our young generation remain limitless. Every dollar donated goes directly to students through the TTS (Thong Tju Sen) Scholarship — because success belongs to those willing to fight for it.

Donations start at

$5

100% goes to scholarship

GHTH.Org is a non-profit but not a registered 501(c)(3). Donations may not be tax-deductible — consult your tax advisor. Official receipt issued by Stripe.

Get In Touch

Questions? We Are Here.

Whether you are a student, parent, or school counselor — fill out the form below and our team will respond promptly. Or copy our email: hey@tutorss.education

🎓
Students & Families
Questions about your report or results? Click to contact us.
📋
School Counselors
Bulk packages and cohort tools. Click to contact us.
🔬
Research & Press
Media and research partnerships. Click to contact us.
🔒
Privacy & FERPA
Data handling questions. Click to contact us.

Send Us a Message

We respond to all inquiries within 24 hours. Fields marked * are required.

Section 1 of 90% complete
⚠ Complete all 9 sections in one session — your accuracy directly determines your composite probability.

CAD Profile & Qualitative Intelligence Questionnaire

Tell Us About You

50 questions — about 12–15 minutes. Report emailed to after payment.

00
Prospect Background NEW
Tell us who you are and where you are from
Q1 — Your Full Name
What is your full name? This will appear on your CAD Report.
Q2 — Country
Which country are you applying from?
Q3 — State / Province / Region
Which state or region are you from?

Please select your country first.

Q4 — County / District / City
Which county, district, or city are you from?
Q5 — Zip / Postal Code (optional)
Your zip or postal code. Optional for international students.
Section 1 of 12
02
Target School & Strategy
Which school, which round, and key status factors
Q10 — Target Institution
Which institution is this CAD report for?
Q11 — Application Round
Which round do you plan to apply? (ED typically yields higher admit rates than RD)
Q12 — Legacy Status
Has a parent or grandparent attended your target institution?
Q13 — Athletic Recruitment
Are you a recruited varsity athlete for your target institution?
Q14 — First-Generation Status
Would you be the first in your immediate family to attend a 4-year college?
Q15 — International Applicant
Are you applying as an international (non-US) student?
Section 2 of 12
01
Academic Profile
Test scores, English proficiency, GPA, and course rigor
Q1 — SAT Composite
Your highest SAT composite score (Reading + Math combined)?
Q2 — ACT Composite
Your highest ACT composite score?
Q3 — English Proficiency Test
Which English proficiency test have you taken? Select your primary test.
Q4 — Your Score
Q5 — GPA Weighted
Weighted GPA (0–5.0 scale)
Q6 — GPA Unweighted
Unweighted GPA (0–4.0 scale)
Q7 — AP Courses
How many AP courses taken or currently enrolled in?
Q8 — AP Exam Scores
How many AP exams scored 4 or 5?
Q9 — Class Rank
Approximate class rank percentile? (100 = top of class)
Section 3 of 12
03
Campus & Institutional Preferences NEW
Help CAD recommend schools that truly fit your lifestyle and goals
Q — Home State Preference
Do you prefer to attend a college in your home state?
Q — Enrollment Size
What campus enrollment size do you prefer?
Q — Location Type
What type of city or town do you prefer?
Q — Public vs Private
Do you prefer a public or private institution?
Q — Institution Type
Do you prefer a research university or teaching-focused college?
Q — Athletics Importance
How important is a strong athletics program? (1=Not Important, 5=Very Important)
Not ImportantNeutralVery Important
Q — Campus Diversity
How important is campus diversity and inclusion? (1=Not Important, 5=Very Important)
Not ImportantNeutralVery Important
Q — Campus Social Life
How important is campus social life and extracurricular culture? (1–5)
Not ImportantNeutralVery Important
Section 4 of 12
04
Academic Interests & Career Vision NEW
Your intended major, career goals, and academic priorities
Q — Intended Major
What is your intended major or field of study?
Q — Major Certainty
How certain are you about your intended major? (1=Completely Undecided, 5=Absolutely Certain)
UndecidedSomewhat SureAbsolutely Certain
Q — Primary Career Goal
What is your primary goal after completing your bachelor's degree?
Q — Graduate School Plans
Do you plan to pursue graduate or professional school after your bachelor's?
Q — Field Ranking Importance
How important is the college's ranking in your intended field? (1–5)
Not ImportantSomewhatCritical Factor
Q — Undergraduate Research
How important is access to undergraduate research opportunities? (1–5)
Not ImportantSomewhatVery Important
Q — Internship Access
How important is access to internships and industry connections? (1–5)
Not ImportantSomewhatCritical Factor
Q — Study Abroad
How important is the availability of study abroad programs? (1–5)
Not ImportantSomewhatVery Important
Section 5 of 12
05
Extracurricular Depth
7 items
Section 6 of 12
06
Career Clarity & Context
11 items
Section 7 of 12
07
Demonstrated Interest
5 items
Section 8 of 12
08
Resilience & Essay Strength
9 items
Section 9 of 12
09
Open-Ended Narratives
2 free-response questions — analyzed via NLP/PCA
Q49 — Open Narrative 1
Why do you want to attend your target institution specifically — beyond rankings?
0 words
Q50 — Open Narrative 2
Describe a significant failure or setback. What did you learn and how did it shape you?
0 words

Final Reminder: Clicking "Save & Pay $10" saves your complete profile and redirects you to Stripe. After payment you return here automatically and your CAD Report generates instantly and is emailed to you.

Tutorss.Education and GHTH.Org will work professionally, and we can maintain that value when you become our partner in inputting data accurately.

Section 10 of 12
10
Self-Awareness
6 scaled items + 1 open reflection
Section 11 of 12
09
Academic Motivation
8 items — rate 1 (strongly disagree) to 5 (strongly agree)
Section 12 of 12 — Final Step

Your CAD Report Is Ready

Results generated for · Report emailed to

✅ Calculating your results...

Probability Dashboard — Three-Number Summary

Your Profile Strength (Raw Statistical Model)
Published Admit Rate (Institutional Reality — IPEDS/CDS)
Your CAD Probability — Bayesian Calibrated ← THE Number
Generating explanation...

CAD Diagnostic Summary

Target Institution
Selectivity Tier
Application Round
CAD Classification
Bayesian Posterior Probability
Applicant Percentile (within tier)
Top Strength
Top Gap to Address
Report Generated

Your 15 Personalized School Recommendations

For planning purposes only. Schools are selected by comparing your CAD probability against published admit rates from IPEDS, Common Data Sets, US News, and national press (ABC, CNBC, CBS). Admit rates differ by application round — ED applicants typically see higher rates. The final decision of where to apply is entirely yours. Tutorss.Education and GHTH.Org make no guarantee of admission to any institution listed.
Questions about your results? hey@tutorss.education — GHTH.Org · Tutorss Education Research Team

About the TTS (Thong Tju Sen) Scholarship

Thong Tju Sen
Thong Tju Sen
Pangkal-Pinang
Bangka Island

The TTS Scholarship was established by GHTH.Org in honor of Thong Tju Sen — a humble pork meat seller from Pangkal-Pinang, Bangka Island, Indonesia, whose quiet wisdom became the founding philosophy of everything GHTH.Org stands for.

"Success does not depend on the resources you have — it depends on the courage and willingness to fight for what you believe in."

That philosophy lives in every CAD report we generate, every student we serve, and every dollar donated to this scholarship. All donations go directly to students who used the Tutorss.Education platform — because every young person deserves the chance to fight for their future, regardless of where they started.

— GHTH.Org · Tutorss Education Research Team

Thong Tju Sen

Thank You!

Your generosity makes a real difference in a young person's life.

Your Donation
"Thank you for your generosity. Your donation supports the TTS (Thong Tju Sen) Scholarship — honoring the belief that success belongs to those willing to fight for it, not just those born with resources. You have invested in a young person's future today."

Tax Notice: GHTH.Org is a non-profit organization but is not currently registered as a 501(c)(3). Your donation may not qualify for a federal tax deduction. Please consult your tax advisor. Stripe has sent an official receipt to your email.

A receipt has been sent to your email by Stripe. For questions about your donation contact hey@tutorss.education

— GHTH.Org · Tutorss Education Research Team · Stop Worrying. Start Planning.

Knowledge Base

Frequently Asked Questions

Everything you need to know about CAD and your results

About CAD
What is the College Application Diagnostic (CAD)?+
CAD is a statistical diagnostic tool that calculates your probability of admission to a specific college or university. It uses 7 layers of statistical modeling — including logistic regression, Bayesian posterior adjustment, and machine learning — calibrated against 28 years of IPEDS federal admissions data. The result is one honest, calibrated number that tells you where you realistically stand before you apply.
How accurate is the CAD probability?+
CAD is designed to be realistic, not optimistic. The Bayesian posterior adjustment anchors every probability to the school's actual published admit rate from IPEDS and Common Data Sets. This means even a perfect academic profile produces a realistic probability — for example, a 1600 SAT Harvard applicant might score 27% because Harvard admits only 3.4% of applicants. CAD reflects reality, not hope.
Does CAD guarantee admission?+
No. CAD produces probabilistic estimates only. Actual admission decisions are made solely by college admissions offices and depend on factors no statistical model can fully capture — including essay quality, recommendation letters, institutional priorities, and the composition of each year's applicant pool. CAD is a planning tool, not a prediction engine.
Why does CAD cost $10?+
The $10 fee covers the computational resources, data infrastructure, and ongoing model maintenance needed to keep CAD accurate. It also funds the TTS (Thong Tju Sen) Scholarship — a portion of every run contributes to supporting students who cannot afford college counseling. We keep the price accessible intentionally.
Understanding Your Results
What do the three numbers in the Probability Dashboard mean?+
1. Profile Strength (Raw Model): How strong your academic profile is compared to all applicants — purely based on your numbers. 2. Published Admit Rate: The school's actual published admit rate from IPEDS/CDS — this is institutional reality. 3. CAD Probability (Bayesian Calibrated): The final number — your profile strength adjusted by institutional reality. This is THE number that matters.
What does "Bayesian Calibrated" mean in plain English?+
It means your probability is anchored to reality. If Harvard admits 3.4% of applicants, even the strongest profile cannot produce a 90% probability — because real-world data says otherwise. Bayesian calibration blends your individual profile strength with the school's actual historical admit rate to produce a grounded, honest estimate. Think of it as reality-checking your raw score.
What do Reach, Possible, Match, and Likely mean?+
Reach (<25%): Challenging — your probability is below the school's typical admitted range. Apply strategically. Possible (25–54%): Competitive — you are in the running but below the median. Strong essays matter most here. Match (55–74%): Your profile aligns well with the typical admitted applicant. Apply with confidence. Likely (>75%): You exceed the typical admitted profile. A strong candidate.
Why is Early Decision (ED) so important?+
ED applicants are evaluated earlier, signal strong commitment, and help schools manage yield. As a result, ED admit rates are significantly higher than Regular Decision rates at most selective schools — sometimes 2–3 times higher. For example, Dartmouth's overall admit rate is 6.2% but its ED rate is approximately 24%. CAD applies the ED-specific admit rate when you select ED as your application round.
The 15 School Recommendations
How are the 15 school recommendations generated?+
CAD compares your composite probability against the published admit rates of 60+ institutions across all 10 tiers. Schools where your probability exceeds the admit rate by more than 15 percentage points are classified as Safety. Schools within ±15 percentage points are Target. Schools where the admit rate exceeds your probability by more than 15 points are Reach. The top 5 from each category are recommended.
Are the school recommendations a guaranteed list?+
No. The recommendations are a starting point for your college planning conversation — not a definitive list. Admit rates vary by application round, year, and many factors CAD cannot measure. The final decision of where to apply belongs entirely to you. Tutorss.Education and GHTH.Org make no guarantee of admission to any institution listed.
Privacy & Payment
Is my personal data stored?+
No. CAD is designed for maximum privacy. Your profile data is passed via URL parameters during the payment redirect — nothing is stored on any server. After your report is generated and delivered, your data exists only in your own browser session and your email inbox. We never store, sell, or share personal information. CAD is fully FERPA compliant.
Is my payment secure?+
Yes. All payments are processed by Stripe, Inc. — the same payment infrastructure used by Amazon, Google, and thousands of other companies. Tutorss.Education never sees or stores your card number. Stripe is PCI-DSS Level 1 certified, the highest level of payment security certification.
Can I get a refund?+
CAD reports are generated and delivered immediately after payment — because the service is rendered instantly, refunds are not available once the report has been generated. If you experienced a technical error and did not receive your report, please contact hey@tutorss.education and we will resolve it promptly.
TTS Scholarship & Donations
Who is the TTS Scholarship for?+
The TTS (Thong Tju Sen) Scholarship supports students who have used the Tutorss.Education platform and demonstrate financial need and the willingness to pursue their education despite limited resources. The scholarship was established by GHTH.Org in honor of Thong Tju Sen — a pork meat seller from Bangka Island, Indonesia, whose philosophy inspired the founding of GHTH.Org.
Where do donations go?+
100% of donations go directly to the TTS (Thong Tju Sen) Scholarship fund, which is awarded to students who used the Tutorss.Education platform. No donation is used for operational expenses. GHTH.Org administers the scholarship transparently and will publish annual reports on fund distribution.

Still have questions? We are here to help.