Admissions intelligence for top 150 US universities and colleges
chance-me.ai scores your profile across academics, distinctiveness, school fit, and narrative — then shows what to change before you apply.
We don't ask only, "Are your stats good enough?"
We ask, "Are you distinct enough for this school, this cycle, against this applicant pool?"
How it works
Add your stats, course rigor, activities, awards, leadership, intended major, and target schools. Skip what you don't know — confidence adjusts automatically.
See your probability band, confidence score, distinctiveness, and the specific reasons each school is a reach, target, or strong fit.
Get a ranked list of what would most improve your application: profile depth, narrative, school fit, essay specificity, or differentiation.
Why chance-me.ai is different
Stats tell you whether you clear the bar. chance-me.ai estimates whether your profile is distinctive enough to survive the qualified pool. We combine academic fit, distinctiveness, school-specific priorities, and applicant narrative into one calibrated assessment.
Two students with similar GPAs and test scores can receive very different results — because selective admissions is not only about being qualified. It is about being hard to replace.
GPA, testing, course rigor, and per-school 25/75 ranges from the Common Data Set.
Activities, leadership, awards, research, narrative, and distinctiveness against the qualified pool.
Per-school weights, current-cycle priorities, admit archetypes, and fit signals from a curated knowledge base.
Verified outcomes from real applicants improve the model over time, per school and per applicant segment.
The model calculates. AI explains. You get the answer and the reason behind it.
Three ways to use chance-me.ai
No subscription. Pay per request. Start with a free preview, then upgrade only if the detail is useful.
Pay per request, not per month. Compare chance-me.ai to:
A directional read on where you stand — calibrated, not vibes
Comparable tools (CollegeVine, Niche, ChatGPT) are free, but they score stats We score how you stand out
Chance me for freeYour full file, read the way an admissions officer would
A college counselor's first session: $200–$500. A Profile Audit: $19 — same depth, same day, calibrated math behind every line
Get my Profile AuditStrategy, essays, and the specific moves to run before you apply.
Independent admissions consultants charge $5,000+ for this scope. The Playbook is $89 — same answers, school-specific, with calibrated math
Build my PlaybookEnterprise & partners
Bulk pricing, branded reports, white-label integration, and team workflows. Built for organizations that need consistent, calibrated reads across many applicants.
Pricing discussed in conversation
Real research
chance-me.ai is independent and is not affiliated with, endorsed by, or sponsored by any college or university listed. College names appear for identification purposes only. US universities and colleges. International expansion coming soon.
Start with a free school-by-school read. Upgrade only if you want the full explanation, gap analysis, and strategy.
Chance me for free →NO SIGNUP · NO CREDIT CARD · INSTANT RESULT
Frequently asked
No. The probability comes from a deterministic scoring model using academic data, school-specific weights, profile signals, and calibration data. AI is used to validate and explain the result in plain English — never to invent your odds.
Those tools tell you if your stats fit a school. We tell you whether the school will choose you over equally qualified applicants — and what to change if the answer's no. chance-me.ai combines academic fit, profile distinctiveness, school-specific priorities, and verified outcome calibration.
No. We're independent. We use public data, published admissions research, school-specific signals, and verified applicant outcomes to estimate how selective schools evaluate profiles.
The model is deterministic: the same inputs produce the same result. Accuracy depends on input completeness, school selectivity, and how much verified outcome data we have for similar profiles.
That's why every result includes a confidence score — and why we offer the 50% refund in exchange for verified outcomes that improve the model over time.
Available on both paid tiers (Profile Audit and Application Playbook). After decisions come out, submit your verified outcomes through a secure link. Once verified, you receive 50% back, and your outcome helps calibrate the model for future applicants.
Junior fall through senior fall is the sweet spot. Earlier means more time to act on the gaps. Later means better-calibrated results.
Yes. We never sell applicant data, never share essays, and never store decision letters long-term — only the structured outcome (admit / waitlist / reject).
This is a sample free read. Your actual read will reflect your own profile, schools, and inputs. Peter Pan is a fictional applicant we use to show how a chance-me.ai read looks across 4 selective US colleges. The free read covers up to 4 schools; the $19 Profile Audit goes deeper across 6.
Your archetype
You build things and lead people — the profile that wins at programs that prize entrepreneurship and execution.
A read on your profile
A national award anchors this profile, but activity depth needs to catch up.
The academic signals here are solid across all four schools — stats place this applicant comfortably within range at Berkeley, Notre Dame, and Michigan, and within reach at Harvard. The national award is a genuine standout factor in the competitive applicant pool. The primary gap is extracurricular depth: the structured profile captures leadership status but not the full picture of what that looks like in practice, which limits how sharply this application can differentiate itself at schools that weigh demonstrated initiative heavily.
Three schools land as targets and one as a likely — a list that is realistic but leans heavily toward the target band with limited upside cushion.
Bands are calibrated relative to each school's selectivity — not absolute.
Your odds
18%
School admit
11%
UC Berkeley is a target.
Berkeley is a target, and the academic fit is real — stats sit well within the range of admitted students. The challenge here is that Berkeley's applicant pool is enormous, and the national award needs to be the centerpiece of a narrative that explains what you built or led, not just that you won.
Your odds
19%
School admit
12%
Notre Dame is a target.
Notre Dame is a target, with academic fit that is among the strongest on this list. Notre Dame's admissions process weighs character, community contribution, and mission alignment heavily alongside academics — the national award opens the door, but the application needs to show sustained commitment, not just peak achievement.
Your odds
8.9%
School admit
3.4%
Harvard is a target.
Harvard is a target — the academic fit is within range, which is a meaningful baseline given how few applicants clear that bar. But Harvard's admit rate means academic qualification is table stakes, not a differentiator. The national award is the most compelling signal in this profile, and the application will need to build a full, coherent story around it to compete seriously.
Your odds
27%
School admit
18%
University of Michigan is a likely admit.
Michigan is a likely admit — the academic fit here is the strongest on the list, and Michigan's process rewards applicants who show clear intellectual direction and demonstrated leadership. This is the school where the profile's current strengths translate most directly into a competitive position.
Your profile is well-aligned with this school's evaluation.
Likely does not mean guaranteed. Reach does not mean impossible. These bands show how your current profile compares with what each school is likely to value, and where your effort should go next.
Five minutes. Free. No signup. Calibrated to your stats, your story, and your target colleges.
This is a sample $19 Profile Audit. Your actual read will reflect your own profile, schools, and inputs. Peter Pan is a fictional applicant we use to show how a chance-me.ai Profile Audit looks across 6 selective US colleges.
Your archetype
A profile in development — the more depth you can show in one or two areas before applying, the more your odds will move.
A read on your profile
Strong academic fit across a reach-heavy list; leadership and activity depth are the material gaps.
Your profile shows solid academic credentials with strong GPA and test performance, positioning you well within the academic range at all six schools. The engine identifies two material constraints: you have no documented leadership role, and your extracurricular footprint is thin based on what you've shared. Both gaps matter because selective schools at this level expect either sustained depth in a few activities or a clear leadership narrative that demonstrates impact. The good news is both are actionable during the current cycle.
Five schools in your list are targets, which is strategically sound but leaves no likely admits as backstops. Consider whether you have safety schools outside this group to balance the portfolio.
Bands are calibrated relative to each school's selectivity — not absolute.
Your odds
13%
School admit
10%
University of Southern California is a target.
USC admits to specific schools within the university—Marshall, Viterbi, SCA, Dornsife, and others—each with distinct evaluation criteria. The school you select shapes the peer pool you're evaluated against. USC also does not use a waitlist; admission decisions are final, making application timing and school selection more consequential than at peer institutions.
Your academic profile aligns well with USC's typical admitted range. The band reflects that your stats position you competitively, but USC's holistic review weights demonstrated interest in your chosen school and evidence of sustained engagement with your intended field. Without a leadership role or clear activity narrative, you're in the middle of the admitted cohort rather than standing out within it.
Your odds
5.5%
School admit
11%
University of California, Berkeley is a reach.
Berkeley admits to specific colleges—EECS (direct-admit, <5% admit rate), L&S CS (~1.9% admit rate), College of Engineering, Letters & Science, and others. Your intended major determines your peer pool and evaluation standard. EECS and CS are structurally as selective as MIT or CMU SCS, regardless of Berkeley's overall admit rate.
Your academic profile is strong and within Berkeley's typical range. However, Berkeley's overall 11% admit rate masks major-specific compression. If you're applying to EECS or CS, the effective admit rate is under 5%. Without a distinctive signal—research publication, competition placement, or original projects—you face a compressed applicant pool even with strong stats.
Your odds
14%
School admit
12%
University of Notre Dame is a target.
Notre Dame's selection centers on four axes: faith (not necessarily Catholic, but engagement with ND's Catholic mission), intellectual curiosity, compassion, and dedication to the greater good. This is distinctive among top-25 universities. The school also evaluates applicants by college—Mendoza (business), Engineering, Science, Arts & Letters—each with distinct criteria.
Your academic credentials are solid and within Notre Dame's range. However, Notre Dame's evaluation is distinctive in its emphasis on character and mission alignment. Without documented leadership or sustained community engagement, your profile reads as academically qualified but potentially missing the character and values narrative that distinguishes admits from waitlists at Notre Dame.
Your odds
15%
School admit
13%
Middlebury College is a target.
Middlebury's distinctive institutional identity centers on global engagement and language immersion. The Language Schools are among the most prestigious in the world. Dean Curvin frames admits as ready for 'Middlebury's dynamic global community.' Class of 2029 speaks 95 languages and comes from 73 countries. Global engagement and language proficiency are core to institutional mission, not peripheral.
Your academic profile is strong and within Middlebury's range. However, Middlebury's evaluation is distinctive in its emphasis on global engagement and language commitment. Without documented language study or international engagement, your profile reads as academically qualified but potentially missing the global signal that distinguishes Middlebury admits from applicants to peer LACs.
Your odds
12%
School admit
14%
Boston College is a target.
Boston College's selection centers on Jesuit formation—the 'three Be's' (be attentive, reflective, loving)—and the development of the whole person for service to others. This is distinctive among top-25 universities. BC also admits to specific schools: Morrissey College of Arts & Sciences, Carroll School of Management, Lynch School of Education, Connell School of Nursing. Internal transfer to Carroll and Connell is restricted.
Your academic profile is solid and within BC's range. However, BC's evaluation is distinctive in its emphasis on Jesuit formation and character. Without documented leadership or community engagement, your profile reads as academically qualified but potentially missing the values and service narrative that distinguishes BC admits from waitlists. Additionally, >50% of BC's class is admitted via Early Decision; RD applicants face compressed odds.
Your odds
20%
School admit
17%
University of North Carolina at Chapel Hill is a target.
UNC's evaluation is explicitly contextual. Admissions staff are trained to understand the context of different parts of North Carolina—rural vs. urban counties, school resource availability, opportunity sets. UNC frames its mission as building a 'tapestry of people' with diverse perspectives and experiences. Post-SFFA, race is not considered, but UNC actively recruits across socioeconomic, urban-rural, religious, and regional dimensions.
Your academic profile is strong and within UNC's range. However, UNC's contextual evaluation means your profile is read against the opportunities available in your specific school and county. Without documented leadership or activity depth, you're academically qualified but potentially missing the contextualized intellectual story UNC seeks—evidence of what you did with your specific opportunities.
Likely does not mean guaranteed. Reach does not mean impossible. These bands show how your profile compares with what each school is likely to value, and where your effort should go next. The Profile Audit gives you the same depth across up to 6 schools, with 50% money-back if your outcomes deviate materially from this read.
Same depth, calibrated to your stats, signals, and target schools. $19. 50% money-back if your outcomes deviate materially.
This is a real sample $89 Application Playbook. It shows the first 19 pages exactly as the PDF is generated — full front matter, the complete read for the first school, and the start of the second. Your actual Playbook reflects your own profile, schools, and essays.
Chance-Me.ai
A per-school strategy for University of Michigan & University of Pennsylvania
Chance-Me results are directional estimates produced by a probabilistic model trained on public admissions data and verified outcomes. They are not predictions of acceptance and do not constitute admissions counseling, legal, or financial advice. Admissions outcomes depend on factors no model can fully capture, including committee composition, institutional priorities that shift year to year, and the strength of your application as a whole. Use these results as one input alongside your school counselor and other professional guidance.
Your free and Tier 1 results gave you the odds. This Playbook tells you what to do about them.
Confidence reflects how complete your profile is. Adding the items below would give a sharper read. You can re-run your Playbook once you have them.
The moves below apply across your whole list, ranked by impact. Each per-school section then goes deeper.
By school
University of Michigan
Ross requires naming its distinctive learning model, not just praising the business program generally.
University of Pennsylvania
Wharton needs two separate supplement essays each closed with faculty or research-center specificity.
How to think about where this profile fits, beyond the school(s) in this report.
Bands are calibrated relative to each school's selectivity, not absolute.
Hard reach. Currently below the typical range.
Your stats fall below this school's typical qualified pool. That's a real gap, but stats aren't the only factor, and there's time to change them. The most-leveraged moves are usually rigor, test prep, or building a non-stats differentiator that gives admissions readers a reason to look past raw numbers.
Reach. Possible, but uphill.
You meet the academic bar, but your profile does not yet stand out enough against this school's qualified pool. Apply if you care about the school, but strengthen your narrative and differentiation.
Target. Realistic, but competitive.
Your profile has a credible path, but execution matters. Strong essays, clear school fit, and sharper positioning could materially improve your odds.
Likely. Well-positioned, not guaranteed.
Your profile appears to fit this school better than most applicants. That's the strongest signal we calculate, but selective admissions still require a thoughtful application. Most applicants in this band get in here; not all do.
About this read
This assessment is based on the inputs you provided. Confidence reflects how complete your profile is: limited inputs mean a more directional read; richer inputs mean a sharper one.
Your odds
12%
Program admit rate
7.1%
University of Michigan is a target. Your business profile is credible but one essay gap could decide the outcome.
Top 3 highest-leverage actions
Essay verdict: Your three essays form an unusually coherent business narrative anchored in a single, earned insight. The critical vulnerability is that no essay names a single Ross-specific resource, course, or learning model, and the committee's prompt explicitly requires it.
Profile vs archetype: Your quantified, founder-level investment record maps directly onto the sustained business engagement the Ross BBA direct-admit committee is built to recognize.
Application timing: Choose ED only if Michigan is your genuine first choice after honest reflection on fit and finances, since it is now the school's only commitment-signal mechanism.
Michigan does not read applications the way a single professor grades a paper. The committee works school by school, reader by reader, building a picture of whether this applicant belongs in this unit at this university. That structural fact is the first thing to understand.
The school you name on your application is the school you are evaluated against. Michigan admits first-year students into ten distinct schools and colleges, each with its own peer pool and its own criteria. Ross BBA, now a first-year direct admit program as of the 2024-25 cycle, evaluates business applicants through a committee process described as "holistic review with many reader perspectives" (Director of Ross Undergraduate Admissions, Michigan Ross, 2026). Engineering readers look for calculus, physics, and a maker or builder record. LSA readers weigh breadth and intellectual range. Applying to the wrong unit, or treating school choice as a placeholder you can correct later through internal transfer, is a structural error. Cross-campus transfer into Ross in particular has become increasingly difficult, and the committee will notice when a profile and a school choice are misaligned.
Within your target school, readers are looking for depth and demonstrated impact, not a long list of activities. Michigan's own supplement language asks how you are prepared to contribute as a leader and citizen who will challenge the present. That framing is not decorative. A profile built around titles without outcomes, or around participation without leadership, reads as thin against that standard. Readers want to see what you built, led, changed, or produced, and they want evidence of it across your activity record, your recommendations, and your essays simultaneously. Because multiple readers review the same file, a mismatch between what your essays claim and what your recommenders or activity descriptions show will surface.
Essay specificity is not optional at Michigan; it is the mechanism of evaluation. The school-specific supplement asks directly how a particular curriculum supports your interests. Readers have seen thousands of essays about Ann Arbor's energy and the Big House. What moves a file forward is naming the actual courses, sequences, labs, studios, or learning models inside your target school and connecting them to a record that already points in that direction. Generic Michigan enthusiasm reads as a failure of research.
For this cycle, one structural change carries real strategic weight. Michigan introduced a binding Early Decision option for the first time in 2025-26, with an ED1 deadline of November 1 and decisions in mid to late December. Michigan does not track or reward demonstrated interest in any other form, so ED is now the only mechanism by which a genuine first-choice commitment registers with the committee. That does not make ED the right choice for every applicant, but it means the signal that used to be invisible now has a concrete pathway.
The committee's broader orientation, shaped by institutional leadership committed to "expanding access and promoting equity" (Adele C. Brumfield, Vice Provost for Enrollment Management, 2026), means that context matters in how your record is read. Resource constraints, first-generation status, and community circumstances are weighed against what was actually available to you, not against an abstract ideal. What the committee is measuring, in every school and for every applicant, is whether the depth of your preparation and the clarity of your direction match the specific program you are asking to enter.
University of Michigan evaluates applicants against its ten distinct first-year admitting schools, and your intended destination is Ross BBA, which moved to first-year direct admit beginning in the 2024-25 cycle. That structural shift matters enormously for how your profile is read. The committee is not evaluating a general Michigan applicant; it is evaluating a Ross BBA applicant against a peer pool that has demonstrated sustained, specific business engagement. Here is how your profile maps against the archetypes this school rewards.
Ross BBA direct-admit archetype: strong match. The committee looks for applicants whose record shows a coherent, sustained business identity rather than a late-declared interest. Your profile delivers exactly that. Founding the PHS Student Investment Fund, building valuation templates, publishing monthly investment memos, and achieving a 6.2-point outperformance in simulation against the S&P 500 is the kind of quantified, founder-level outcome that Ross readers are trained to recognize. Layering DECA chapter president (74 members, state 2nd place in Business Finance Series) on top of that reinforces the pattern rather than diluting it. This is not a laundry list of business clubs. It is a coherent throughline with measurable results, which is precisely what Ross's committee-based holistic review rewards.
Spike archetype: strong match. Michigan's holistic review explicitly values depth and measurable outcomes over breadth. Your spike is unmistakable: finance, investment analysis, and financial education, developed across three years with founder-level roles in two separate organizations, a real internship producing a dashboard with identified repayment-risk patterns, and competitive recognition at the state and regional level. The DECA state placement, the National Economics Challenge NJ 3rd-place team finish, and the Wharton Global High School Investment Competition regional semifinalist credential all point in the same direction. Depth with external validation is the signal Michigan rewards most, and your record has both.
Quantitative preparation for Ross: match. Ross requires strong calculus and quantitative coursework. A 1530 SAT with 780 Math, an ACT 34, a 3.95 unweighted GPA, class rank in the top 5 percent, and eight AP exams at the most rigorous course load available at Princeton High School satisfy the academic threshold comfortably. The math section score in particular signals readiness for Ross's quantitative curriculum without ambiguity.
Leaders and citizens archetype: match with one nuance. Michigan's supplement explicitly asks how applicants will contribute as leaders and citizens who challenge the present and enrich the future. MoneyMap Princeton, your financial-literacy workshop initiative reaching 210 middle-school students with a budgeting game adopted by two after-school programs, is a genuine answer to that prompt. It converts your finance expertise into community impact, which is exactly the civic dimension Michigan's readers are looking for alongside the business record. This is not a gap. It is, however worth noting that the committee will read this activity in the context of your full profile, and the community-impact framing needs to be explicit in your essays, not assumed from the activity description alone.
School-specific essay risk: partial match trending toward gap if unaddressed. This is the one area that requires deliberate attention. Michigan's school-specific supplement asks applicants to engage with the particular curriculum, programs, and learning model of their target unit. Generic praise of Michigan's reputation or campus culture is a documented rejection pattern. For Ross, that means your essay must engage with specific elements of the BBA curriculum, the Ross learning model, particular courses or experiential programs, or the IBE pathway if relevant, not simply restate your finance accomplishments. Your profile gives you strong raw material. The gap is not in your record; it is in whether your essays translate that record into a specific, Ross-anchored narrative. A profile this strong can still read as under-researched if the school-specific essay stays at the level of "I want to study business at a great school."
Out-of-state context: honest gap, not disqualifying. You are a New Jersey applicant. Michigan enrolls roughly half its class from Michigan residents, and the out-of-state pool is more competitive by volume. This is a structural reality, not a reflection of your record. The new binding Early Decision option, added for the 2025-26 cycle, is now the strongest commitment signal available at Michigan, and it is the only mechanism through which demonstrated interest registers. For an out-of-state applicant with a profile this well-aligned to Ross, applying ED is the single highest-leverage strategic decision available to you.
Overall, your profile is a genuine fit for the archetype Ross rewards. The academic preparation is solid, the business spike is deep and externally validated, and the community dimension is present. The work ahead is in the essays, specifically ensuring the school-specific supplement is anchored in Ross's actual programs rather than Michigan broadly.
Your odds
12%
Program admit rate
7.1%
Your odds are our calibrated estimate of your admission probability. Program admit rate is the baseline acceptance rate for Stephen M. Ross School of Business. Confidence reflects how complete your profile is: limited inputs mean a more directional read, richer inputs mean a sharper one.
Your estimated odds of admission are 12 percent. This figure reflects how the three steps above work together as sequential filters, not as numbers that add up. First, this school's readers assess whether your academic profile clears their threshold. Then, among applicants who do clear that bar, the committee evaluates how you differentiate through essays, activities, and other context. Your final odds of 12 percent combine both filters and are calibrated against verified admission outcomes from prior application cycles. You are not starting from 100 percent and subtracting; instead, you must pass the first gate before the second one matters at all.
How we got there:
Of all applicants, this is roughly the share whose academics (GPA, rigor, scores) place them in genuine contention at University of Michigan. Your academics put you in this group.
Once academics qualify you, this is roughly the share who stand out enough on essays, activities, awards, and context to receive an offer. Your differentiation places you here. One reason a strong profile can still land below a program's baseline here: the model discounts strong self-reported activities until they are externally verified (through recommender context, artifacts, registration, published work, or competition results), so the most credible, evidence-backed parts of your profile carry the most weight.
Stephen M. Ross School of Business admits 7.1% of applicants to Stephen M. Ross School of Business.
Scope
This is strategic essay diagnosis, not a full rewrite. Use it to decide what each essay must accomplish before you draft.
Your essays arrive at Michigan's Ross BBA committee as one of the more coherent and credible business profiles a direct-admit reader is likely to encounter in a given cycle. The personal statement opens with a scene so specific it earns immediate trust: a produce receipt, blue pen circles, a father explaining that "profit is later" while "rent is Friday." That image does not just set tone. It establishes an entire epistemology, the idea that business is fundamentally a problem of timing and constraint rather than volume and ambition, and every subsequent essay either deepens or applies that argument. The supplemental business-case essay translates the same insight into a cooperative-purchasing proposal with named KPIs. The artifact essay reconstructs the original invoice and spreadsheet as a material record of how that insight was first formalized. The three pieces reinforce one another without repeating verbatim, and the voice across all of them is unusually consistent: measured, analytically precise, and grounded in real economic stakes. The collective vulnerability, and it is a significant one, is that not a single essay names a Ross-specific resource, course, or learning model. This school's readers are evaluating fit to a specific unit, and the supplement prompts explicitly invite that connection. The committee must currently infer fit rather than have it demonstrated, which is the highest-leverage gap in an otherwise strong set.