Category: Dakota

  • Get in. The Dakota Personal Statement Guide

    How to Write the Essay Admissions Officers Remember.

    To build this guide, Dakota analyzed hundreds of personal statements from students who were successfully admitted to Ivy-Plus colleges, looking for the patterns that made certain essays memorable rather than simply well written.

    The strongest essays revealed how a student thinks, used specific details instead of broad claims, and gave the reader a clear sense of the person behind the application. Just as importantly, they avoided predictable structures, manufactured drama, and the polished “college essay voice” that can make very different students sound exactly the same. The guidance in this guide is built around what those essays consistently did well.

    This is not a creative writing assignment. Some of the strongest essays come from ordinary moments examined closely. The goal is to find the experiences, habits, and contradictions that reveal something distinctive about you, then connect them through an idea that gives the essay depth.

    The nickname test

    Admissions officers read hundreds of essays, which means being impressive is not the same as being memorable. A useful test is to ask whether a reader could describe you to someone else after finishing your essay without falling back on a category such as “the strong student,” “the athlete,” or “the aspiring engineer.”

    Could you become “the girl who makes playlists instead of birthday cards,” “the kid whose camera roll is mostly screenshots of things to look up later,” or “the runner who rewatches the same ten seconds of every race to work out what went wrong”?

    That is the nickname test. You are not literally trying to invent a nickname for yourself. You are asking whether the essay contains an image, habit, preoccupation, or way of seeing the world that belongs unmistakably to you.

    The best details are rarely the ones students initially think are important. They may be something you do every morning, an object you refuse to throw away, an argument your family has had for years, or something your friends constantly tease you about. These details work because they make a person visible.

    Before you submit your essay, ask what a reader would remember about you several hours later. If the answer is a category, the essay probably needs more specificity. If the answer is something only you could have written, you are much closer.

    The patchwork quilt

    Think of your life as a collection of patches: scattered memories, habits, interests, and experiences that may not appear related at first.

    A strong essay does not need to cover all of them. It chooses a few and stitches them together into a quilt.

    Perhaps the same instinct that makes you reorganize the refrigerator every Sunday also appears in the way you approach a chemistry experiment. Perhaps your obsession with old maps has something in common with the questions you ask your grandfather. Perhaps rowing, fixing a broken radio, and tutoring a younger student all reveal the same tendency to stay with a problem longer than other people expect you to.

    The stitch is not simply the activity. It is the underlying way of thinking, tension, value, or habit that keeps resurfacing.

    This is why the job is excavation, not invention. You do not need to manufacture a dramatic identity for your college application. You need to look closely enough at your actual life to recognize the patterns already there.

    Start with the material students usually dismiss as irrelevant: your camera roll, family stories, text threads, things your friends tease you about, recurring disagreements, unfinished projects, strange collections, routines, and interests that never made it onto an activities list.

    Then ask what keeps resurfacing.

    One warning: the recurring activity is often evidence of the theme rather than the theme itself. If rugby appears repeatedly, your essay does not necessarily need to be “about rugby.” Rugby may simply be the place where competitiveness, loyalty, fear, control, perfectionism, or dependence becomes visible.

    Rugby is a patch. It is not automatically the quilt.

    Tuesday morning, not the trip abroad

    Students often assume an important essay requires an important event. Usually, the opposite is true.

    A week abroad, a championship race, or a dramatic service trip may have mattered enormously to you, but unusual circumstances do not necessarily reveal your usual self. An admissions reader is ultimately trying to understand the person who might arrive on campus: how you behave around other people, what absorbs you, what frustrates you, what you pay attention to, and how you respond to the unexpected life lessons that happen during the course of a normal day.

    That is why an ordinary Tuesday can provide better material than the most extraordinary week of your year.

    Think about the way you argue with your brother, what happens when you are disappointed, what you would rather do, what you notice on the walk to school, or why you always volunteer for one particular job that everyone else avoids. Ordinary moments reveal patterns because they happen repeatedly.

    The everyday is not the absence of a story. Very often, it is where the real story is hiding.

    The space between truths

    Many personal statements follow the same familiar arc: something was difficult, the student worked hard, succeeded, and emerged stronger.

    There is nothing inherently wrong with that structure, but it often leaves the reader with very little to discover because the conclusion is obvious from the beginning.

    More interesting essays tend to live in the space between two competing truths.

    You want to win, but you are uncomfortable with what competition sometimes brings out in you.

    You value independence, but slowly realize how much you depend on other people.

    You want to build powerful technology while becoming increasingly uneasy about what that technology might do.

    You love a family tradition and also resent the expectations attached to it.

    You are proud of being dependable, yet beginning to wonder whether constantly being the reliable person prevents you from asking for help.

    These tensions create depth because people are rarely defined by one clean lesson. We carry competing values, change our minds, behave inconsistently, and sometimes reach the end of an experience without having completely resolved what it means.

    Your essay does not need to solve the contradiction. Often, recognizing it is more revealing.

    When a draft feels too neat, ask yourself what values were actually in conflict, what you believed at the beginning that you no longer believe in quite the same way, and what remains unresolved. That unfinished space is often where the most interesting essay begins.

    Craft: How Great Essays Work

    Specificity

    Specificity makes an essay memorable because it gives the reader something to see.

    “I was nervous” tells us very little. Tell us what you did because you were nervous. Did you retie your shoe three times? Check a clock that had stopped working? Memorize the pattern in the carpet while someone else was speaking?

    Likewise, “I learned a lot” is usually a placeholder for the sentence you still need to write. What changed? What did you start doing differently? What belief became harder to hold?

    Whenever a sentence becomes abstract, ask whether you can replace the explanation with evidence.

    The zoom lens

    A useful way to think about the personal statement is as a camera moving between close-up and wide shot.

    Begin close enough that the reader can enter a real moment: an image, a conversation, an object, an observation, or a small action. Once the scene has earned their attention, widen the lens and show why it matters.

    Many weaker drafts begin with the wide shot. They explain the theme, announce the lesson, and summarize the significance before the reader has experienced anything.

    A strong essay lets meaning emerge from the material rather than explaining everything in advance.

    Think short documentary, not Wikipedia entry.

    Voice: the car test

    Your essay should sound like you at your most articulate, not like a thesaurus or a college brochure.

    Read it aloud and imagine telling the story to someone you know well during a long car ride. Would you use these words? Would you make this joke? Would you really describe yourself this way?

    If the answer is no throughout the essay, the problem is probably bigger than vocabulary. Go back to the story and tell it naturally before polishing it into application prose.

    Parents and counselors should be particularly careful here. A beautifully edited sentence that no longer sounds like the student is not an improvement.

    Opening and closing

    The opening has one job: make the reader want the next sentence.

    You can do that through an unusual observation, a moment of tension, an unanswered question, a surprising fact, or simply a voice that immediately feels alive. You do not need a cinematic gimmick.

    The closing should do something different. Rather than summarizing everything the reader has just understood, it should leave them with an image, thought, or direction that gives the essay resonance.

    A good ending often feels connected to the beginning without mechanically repeating it. The reader recognizes the image but understands it differently because of everything that has happened in between.

    The 250-word test

    Before fighting your way through 650 words, try writing the heart of the essay in roughly 250.

    This forces you to identify what the essay is actually about. Which scene is essential? Where is the tension? What changes between the beginning and the end?

    If you cannot find the essay at 250 words, adding another 400 rarely solves the problem. Once the central idea works at the shorter length, you can expand deliberately by adding texture, reflection, and carefully chosen scenes rather than filling space.

    Word count

    The Common App personal statement allows up to 650 words. Most essays need enough space to create a scene and develop an idea, so there is little advantage in being artificially brief.

    The important rule is simpler: do not use words merely because you have them available.

    Every paragraph should either deepen the reader’s understanding of you, move the story, complicate the idea, or earn the ending.

    The four essentials — and why structure comes later

    Students frequently become preoccupied with structure before they know what they are trying to say.

    Do not begin by deciding that paragraph one will be the hook, paragraphs two and three will describe the challenge, paragraph four will contain the lesson, and paragraph five will wrap everything up. That structure may work, but imposing it too early often produces an essay that feels manufactured.

    Find the material first.

    Most strong personal statements eventually contain four things:

    1. An opening that creates genuine curiosity.
    2. At least one moment the reader can see or experience.
    3. A tension, contradiction, or question that gives the essay depth.
    4. A closing that leaves the reader with something memorable.

    How you travel between those points depends on the story.

    The subtle weave

    A strong essay may focus almost entirely on one story. A more sophisticated one can sometimes introduce a brief second moment from a completely different part of the student’s life that reveals the same underlying pattern.

    Imagine an essay about temporarily living with a grandmother while a parent changes jobs. The student writes about the lack of privacy, unfamiliar routines, and irritation of having no space that feels entirely their own. Gradually, the essay becomes about learning to tolerate discomfort without immediately trying to remove it.

    Later, the student briefly recalls a school group project with someone whose working style drove them crazy. Their instinct was to take control, yet the other student’s unexpected idea eventually became the strongest part of the project.

    The second scene changes how we interpret the first. Tolerance is no longer merely something the student endured at home. We begin to recognize a broader pattern in how they are learning to move through the world.

    That is the subtle weave: two patches joined by the same stitch.

    Use it sparingly. If the second story creates another theme, introduces too many people, or requires a paragraph of explanation, it is probably a detour rather than a weave.

    Topics students worry they cannot write about

    There are very few subjects that are automatically off-limits. The better question is not “Can I write about this?” but “What will the reader learn about me from the way I write about it?”

    Some subjects appear so frequently in admissions essays that they require extra care.

    Sports

    Yes, you can write about sports.

    The problem is not sports; it is predictability. The injured athlete who learns resilience, the captain who discovers leadership, and the team that loses before finally winning are familiar stories.

    If the reader can predict the lesson from the topic, keep digging.

    Perhaps the interesting part of your injury was jealousy when your replacement performed better than you. Perhaps you became fascinated by analyzing races — replaying footage, comparing splits, studying technique, and trying to pinpoint the exact moment something went wrong. Perhaps losing made you feel guilty, because winning wasn’t as important to you as being with your friends.

    The game, race, injury, or season can provide the setting. The essay should reveal something underneath it.

    Death, illness, and grief

    These can produce powerful essays, but there is a key risk: the person who died or became ill can become the main character.

    Admissions officers are trying to learn about the student. If most of the essay explains how extraordinary your grandmother was, they may want to admit your grandmother instead!

    You do not have to prove the seriousness of your grief. Focus instead on the specific ways the experience changed your relationships, assumptions, behavior, or understanding.

    Sometimes the most revealing detail is much smaller than the loss itself.

    Service trips and volunteering

    These essays become difficult when the student casts themselves as the person who arrived to help and left transformed by the people they helped.

    That story has been written many times, and it can unintentionally flatten other people into props for the student’s growth.

    If the experience genuinely matters, examine your assumptions rather than celebrating your generosity. What did you misunderstand before you arrived? Did your contribution matter as much as you expected? Was there unusual red tape you had to work through before you could help someone?

    Humility and specificity make these essays much stronger.

    Moving countries, schools, or homes

    This is a hard topic to make interesting. It can work when the essay explores something more specific than “change was difficult but I adapted.”

    What did moving alter about the way you speak, observe, make friends, define home, or understand yourself? What did you refuse to give up? What habits did you acquire without noticing?

    The more unusual the consequence, the less generic the essay becomes.

    The family circumstance is context. Your wider experiences are still the subject.

    Divorce or family difficulties

    These subjects can be meaningful, but remember that many kids come from divorced families. What makes yours unique?

    The essay does not need to recount conflicts or disclose details you would rather keep private. Focus on what the experience reveals about you.

    This essay should be a springboard to a bigger story and not focus on divorce. Perhaps you became the person who could read the temperature of a room before anyone spoke. Perhaps living between two homes made you unusually protective of routines. Perhaps you eventually realized that being the family peacekeeper came with a cost.

    Again, the family circumstance is context. Your wider experiences are still the subject.

    Mental health

    Writing about mental health is tricky. You don’t know when someone is going to misinterpret what you say.

    If you write about mental health, think carefully about what the essay adds to the rest of your application and whether you are comfortable sharing it.

    The strongest versions are not medical histories. They focus on the student’s perspective, decisions, relationships, or changing understanding of themselves.

    If circumstances significantly affected your grades or attendance, the Additional Information section may also be a better place to explain those facts directly rather than forcing the personal statement to carry both explanation and story.

    Identity

    Race, religion, culture, sexuality, nationality, class, and family background can all be meaningful subjects, but an essay about identity still needs specificity.

    “Being between two cultures taught me to embrace both” is a conclusion shared by thousands of students. The interesting material lies in what being between those cultures actually looked like in your life.

    Which food did you hide from your friends? When did you realize your parents and your classmates understood the same event differently?

    Identity becomes memorable when it is lived rather than announced.

    Academic interests

    You can write about physics, history, computer science, or virtually any intellectual interest, but avoid turning the personal statement into a “Why Major?” essay.

    The interesting question is not simply what you know. It is why your mind keeps returning to the subject.

    Perhaps you collect obsolete scientific theories because you are fascinated by people being confidently wrong. Perhaps you build robots but increasingly find yourself thinking about what humans should refuse to automate.

    Show the reader a mind at work.

    Trauma

    You never owe an admissions committee your most painful experience.

    Students sometimes assume that the more serious the hardship, the more powerful the essay will be. That is not how personal statements work. Vulnerability can create intimacy, but disclosure is not the same as insight.

    If writing about an experience feels exposing rather than revealing, choose something else. You can write an extraordinary essay about your father’s toolbox, your obsession with train timetables, or the Sunday argument over who loads the dishwasher.

    The significance comes from what you notice and understand, not from how dramatic the event sounds.

    For parents and counselors: help them excavate, not author

    The most useful adult in the essay process is not the person who knows how to rewrite the student’s sentences. It is the person who asks questions that help the student recognize material they cannot yet see.

    Ask what part of the story they keep leaving out. Ask what their friends would say is unmistakably them. Ask where they felt two things at once. Ask whether a quality that appears in one story also appears somewhere completely different in their life.

    Parents can be particularly helpful because they remember the small stories students have forgotten. Counselors and tutors can be particularly helpful because they can see patterns across the application that the student may not recognize.

    But once the adult begins supplying the insight, the language, or the emotional conclusion, the essay starts to stop belonging to the student.

    The goal is not to produce the most polished adult version of an eighteen-year-old. It is to help the student discover the most articulate version of themselves.

    Before you submit

    Ask yourself six questions:

    1. Is there one stitch connecting the important parts of this essay, and can I name it?
    2. Is there genuine tension, contradiction, or uncertainty somewhere in the story?
    3. Does the writing sound like me when I read it aloud?
    4. Is there at least one scene, image, or detail the reader can actually picture?
    5. Have I moved beyond the obvious version of this topic?
    6. What would someone remember about me after reading it?

    If the last answer is still “hard-working student,” “good athlete,” “future doctor,” or another broad category, go back to the first question.

    The best personal statement does not make you sound extraordinary.

    It makes you difficult to replace with anyone else.

  • Does Dakota Use AI to Help Write Your Essays?

    Your story. Your voice. Your essay. 

    Dakota’s Application Coach is designed to comply with the Common App Fraud Policy. It protects a simple principle: your application must remain your own work.

    Dakota can help students understand an application question, think more deeply about their response, and improve the mechanics of what they have already written. It does not write, rewrite, generate, or supply application content—including essays, paragraphs, sentences, outlines, stories, ideas, or experiences—and it will not produce language intended for submission as a student’s own work.

    What the Common App Fraud Policy says

    The Common App Fraud Policy defines fraud to include intentionally presenting as your own work:

    “another person’s thoughts, language, ideas, expressions, or experiences”

    or:

    “the substantive content or output of an artificial intelligence platform, technology, or algorithm.”

    That distinction matters. The policy is not simply concerned with who typed the final words. It protects the student’s ownership of the ideas, experiences, language, and substantive content of the application.

    Dakota was built around that line.

    How Dakota protects student authorship

    1. Dakota does not write or rewrite student work

    Dakota does not generate application content of any kind, including essays, paragraphs, sentences, hooks, outlines, anecdotes, or themes. It also does not rewrite or “polish” student writing or provide alternative versions of their text. The final application remains entirely the student’s own work and wording.

    2. Dakota supports mechanics without replacing language

    Dakota can identify issues in grammar, punctuation, syntax, clarity, and word usage, and explain why something may be unclear or imprecise. It may also define terms or explain rules, but it does not provide replacement prose or rewording. Students are guided to make their own revisions.

    3. Dakota provides vocabulary suggestions

    If a student highlights a sentence, Dakota can Dakota can flag when a word seems imprecise or inconsistent with what the student means and help the student find their own better wording.

    4. Dakota coaches by asking questions

    A good college counselor does not supply a student’s story—they help the student think more deeply about it. Dakota follows the same approach using the student’s own material and asking questions such as:

    • What actually happened?
    • What, if anything, changed for you afterward?
    • What do you think about that now?
    • What would you want this essay to add that the rest of your application doesn’t already show?

    Dakota does not answer these questions. The insight, reflection, and language must come from the student.

    5. Students can turn coaching off

    Students can disable coaching questions at any time. With coaching off, Dakota is limited to basic writing support such as grammar, punctuation, and clarity checks. Students can then work directly with any of their team members through Dakota’s collaboration tools, supporting different school or institutional policies.

    Educators have a separate professional workspace

    Counselors and tutors can access an advanced educator version of Dakota trained on successful applications, essay analysis, and admissions guidance.

    It includes an Admissions Read that helps counselors evaluate how an essay may be interpreted, where clarity is lacking, and what a reader may still want to understand. This gives them a broader admissions lens while keeping the student-facing Application Coach focused on coaching rather than evaluating the application.

    Write it yourself, not AI-generated text

    General-purpose AI tools can quickly generate essays, stories, and polished language in seconds. Using substantive AI-generated content in an application can violate the Common App Fraud Policy and may replace your authentic voice with generic writing.

    Dakota is designed differently. It does not generate or rewrite application content. Instead, it helps students think more clearly, examine their own experiences, and improve writing they created themselves.

    Your words. Your ideas. Your experiences. Your perspective. Your story.

    Read the full Common App Fraud Policy.

    Individual colleges and universities may impose additional restrictions on use. Students should always review the policies of every institution to which they apply.

    Ask your school what tools you can use and show them Dakota if you are concerned.

  • Meet Dakota, Your AI Application CoPilot

     

    Dakota won’t write your essays for you. It helps you find — and tell — the story only you can. Your ideas, your voice and your words stay yours.

    Dakota is designed to help you use AI without crossing Common App rules: it asks questions and helps you improve your own work, but it doesn’t write the substantive content you submit.

    Essay and Application Support

    Think of Dakota as an experienced admissions coach sitting beside you. It asks better questions, helps you go deeper, spots repetition and helps you understand how an admissions reader may read what you’ve written.

    Ask Dakota Anything:

    • “What is this essay question really asking me?”
    • “Am I repeating my activities list?”
    • “What do you understand about me from this draft?”
    • “Does this actually sound like me?”

    Because Dakota remembers your Thrive Report and college research, it has a fuller picture of who you are, what matters to you and what you’re looking for in a college.

    Stay On Track

    Your deadlines, assignments, drafts and feedback live in one place. Dakota keeps your calendar and To-Do list up to date, sends reminders and shows you what comes next. Your counselor or tutor can connect and assign work, and parents can get updates without constantly asking you.

    Your ideas. Your voice. Your words. Stronger applications — without losing what makes them yours.

  • Meet Dakota, Your AI College Research CoPilot

     

    Dakota helps you build a college list where you’ll thrive—and research colleges in depth to support your supplemental essay questions.

    The Thrive Report

    The Thrive Report is a deep look at what you really want from college, not just your GPA and test scores. It helps you compare colleges based on where you are most likely to thrive.

    Dakota talks to you about things like:

    • What you might want to study.
    • Whether you want intense or more collaborative academics.
    • Big school or small school.
    • City, college town or somewhere in between.
    • Athletics and campus life.
    • Internships, careers and what happens after college.
    • Location and even weather.

    Your Thrive Report changes with you. If you suddenly decide entrepreneurship matters more than the weather, tell Dakota. Your matches update.

    College Research

    College Research combines official college data with in-depth research across thousands of official sources.

    Ask Dakota Anything:

    • “Why does Brown rank above Dartmouth in economics?”
    • “I want to go to a school in the South that has a great marine biology department.”
    • “Compare Penn and Northwestern for a student interested in combining robotics and business.”
    • “Which of these schools is strongest for AI and economics?”

    Dakota can dig into majors, courses, research, athletic recruiting, housing, careers, campus culture and other details that are hard to find by scrolling through college websites.

  • Meet Dakota, Your AI SAT Coach

     

    Dakota is built to help you get a higher SAT score.

    Dakota looks at coverage, accuracy, mastery and speed across everything you do. It builds a picture of how you perform across hundreds of SAT skills, different difficulty levels, common traps and timing.

    Then it gives you the practice you actually need.

    Ask Dakota Anything

    Dakota is not a general-purpose chatbot. It’s an AI SAT coach that was trained on the SAT test syllabus and questions. 

    Ask Dakota: 

    • “Why do I keep getting Boundaries questions wrong?”
    • “Can you give me some extra hard circles questions?”
    • “I have 30 minutes. Give me hard grammar questions that students often get wrong”

    After a Bluebook or official SAT, upload your results and ask Dakota to analyze them.

    • “What’s actually stopping me from getting to 1500?”
    • “I ran out of time. What do I need to focus on?”
    • “What changed since my last test?”

    Dakota continuously tracks your progress, remembers your work and conversations, and updates your plan. 

    And if you have a tutor, they can connect for free on the College CoPilot tutor platform

    Let’s get to work on getting in!

    The College CoPilot Team and Dakota

  • 98 Things Students Can Ask Dakota

     

    You don’t need to know the perfect prompt.

    Ask Dakota what to study next, why you keep getting something wrong, what your latest test tells you, which colleges fit you, what you still need to research, how to think more deeply about your application—or simply what you need to get done this week.

    Dakota remembers your test prep, scores, assignments, Thrive findings, college research, application work and deadlines. So every conversation can start with what Dakota already knows about you.

    Here are 98 things you can ask.

    Start Here: What Should I Do Next?

    Sometimes the hardest part is simply knowing where to start.

    1. “I have 30 minutes. What is the most useful thing I could work on right now?”
    2. “What are my three highest-priority tasks this week?”
    3. “Look across my SAT prep, college research and applications. What needs my attention most?”
    4. “What have I left unfinished?”
    5. “I’m overwhelmed. Put everything I need to do in priority order.”
    6. “What should I finish before my next meeting with my tutor or counselor?”
    7. “What did I make progress on this week, and what should I tackle next?”

    Workspace 1: Test Prep

    Understand My SAT Performance

    Dakota doesn’t just see a test score. It can look across your coverage, accuracy, speed, mastery, assignments and previous tests to understand what is actually holding you back.

    1. “Analyze my last 30 days of SAT work. What are the three biggest things holding back my score?”
    2. “Which Math skills have I still not covered?”
    3.  “Which Reading and Writing skills have I still not covered?”
    4.  “Which skills am I accurate at that are medium difficulty but still missing at hard difficulty?”
    5. “Which skills did I use to be good at but have started to forget?”
    6.  “Where am I getting questions right but taking too long?”
    7. “Which question types are slowing me down most?”
    8.  “I keep scoring around the same level. Is my plateau mainly coverage, accuracy, speed, mastery—or a combination?”
    9.  “Which three skills would give me the biggest opportunity to improve my score right now?”
    10.  “My Math score is much stronger than Reading and Writing. What is driving the difference?”
    11. “I’m already scoring highly in Math. What should I focus on to push my score higher?” 
    12. “What have I genuinely mastered?”
    13. “What looks mastered from one assignment but isn’t consistent enough yet?”

     

    Help Me Understand What I’m Getting Wrong

    A wrong answer is useful if you understand why it happened.

    1. “Review this question with me, but don’t give me the answer immediately.”
    2. “Give me one hint at a time until I can solve it myself.”
    3. “What was the SAT trying to test in this question?”
    4. “What trap did I fall for?”
    5. “Did I miss this because I didn’t know the skill, applied it incorrectly, rushed or made a careless mistake?”
    6. “I thought my answer was right. Help me work out where my reasoning went wrong.”
    7. “I know this grammar rule. Why do I keep missing questions that test it?”
    8. “Show me where to look in this passage without telling me the answer.”
    9. “I don’t understand this explanation. Explain the concept a different way.”
    10. “Is there a faster way to solve this Math question?”
    11. “Ask me to explain why each wrong answer is wrong before we move on.”
    12. “Which mistakes from this assignment keep repeating in my other work?”

     

    Practice Smarter

    Once Dakota knows what is wrong, it can help you practice the right thing rather than simply doing more questions.

    1. “Give me five questions on the skill I’m weakest at.”
    2. “I’ve mastered the medium questions. Give me hard questions now.”
    3. “Give me three more questions similar to the one I just missed.”
    4. “Give me an unfamiliar version of this question so I can prove I understand the skill rather than the example.”
    5. “Quiz me on boundaries and stop after every mistake so I can explain the rule.”
    6. “Give me a timed set targeting the questions I can answer correctly but too slowly.”
    7. “Create a short practice session around the three traps I fall for most.”
    8. “Mix skills I’ve recently learned with older skills I might be forgetting.”
    9. “Make the next question harder.”
    10. “Have I shown enough mastery of this skill to move on?”

     

    Prepare for Test Day

    Upload your Bluebook or official test results and then talk to Dakota about what actually happened. How a test felt matters too.

    1. “Analyze my latest Bluebook test using everything you already know about my SAT work.”
    2. “I’m not sure which part of the test hurt me most. Can you help me figure it out?” 
    3. “I felt rushed at the end of Reading and Writing. Was I actually taking longer on those questions?” 
    4. “I thought the second Math module went terribly. Was it really as bad as it felt?”
    5. “Which questions did I feel confident about but got wrong?”
    6. “Which questions did I feel confident about but got wrong? What did I misunderstand or what trap did I fall for?” 
    7. “What should I work on between this test and my next official SAT?”
    8. “My SAT is Saturday. What should I focus on this week—and what should I stop worrying about?”

    Workspace 2: College Research

    Understand Myself Through Thrive

    Before asking where you should go to college, understand the environments in which you are most likely to thrive.

    1. “Explain my Thrive Report to me.”
    2. “What does my Thrive Report say I need from a college environment?”
    3. “Which Thrive findings seem most important for my college search?”
    4. “What stands out most in my Thrive results?” 
    5. “Ask me questions about the parts of my Thrive Report I’m not sure I agree with.”
    6. “What should I pay attention to when I visit colleges based on my Thrive Report?”
    7. “Which parts of college life seem particularly important for me to investigate?”
    8. “Turn my Thrive findings into five questions I should ask myself when comparing colleges.”

     

    Build and Research My College List

    Dakota can connect what it knows about you with deep research into individual colleges.

    1. “Which colleges fit my Thrive Report particularly well—and why?”
    2. “Where does my current college list not line up with what my Thrive Report says matters to me?” 
    3. “What kind of college might be missing from my list?”
    4. “Compare Brown and Dartmouth for me based on what matters most to me.”
    5. “Compare these colleges on teaching style, curriculum, campus culture and student life.”
    6. “Research how this university is using AI in the subject I want to study.”
    7. “Research the undergraduate research opportunities available in my area of interest.”
    8. “Research entrepreneurship opportunities relevant to what I want to do.”
    9. “Research the athletic opportunities and requirements relevant to me.”
    10. “What should I investigate before I visit this college?”
    11. “What should I research about this university before I start thinking about its supplement?”
    12. “I’ve finished researching this college. What important questions have I still not answered?”

    Workspace 3: Application Workspace

    Help Me Think Through My Application Ideas

    Dakota does not decide what your story should be or write your application for you. It helps you think.

    Bring Dakota your experiences, reflections, research and drafts. Dakota can ask questions, help you examine your own ideas and make sure you are doing the thinking that produces an application that is genuinely yours.

    1. “Ask me questions to help me work out what I actually want to say in my personal statement.”
    2. “I’m thinking about writing about rowing. Help me think through what this experience actually means to me.”
    3. “I have three experiences I’m considering. Ask me questions about each one so I can work out what they reveal about me.”
    4. “What questions should I answer for myself before I start drafting?”
    5. “What does this application prompt actually want me to think about?”
    6. “Help me think through which of my own ideas best answers this prompt.”
    7. “Ask me questions that will help me explain why this experience mattered to me.”
    8. “What changed in how I thought, acted or understood myself after this experience? Help me work that out.”
    9. “Am I spending too much time describing what happened and not enough time thinking about why it mattered?”
    10. “What do you understand about me from what I’ve written?”
    11. “What important question about this story have I not answered yet?”
    12. “Where am I being vague about what I actually thought or felt?”
    13. “Does this reveal something about me that isn’t already obvious from my activities list?”
    14. “Am I repeating information from somewhere else in my application instead of adding another dimension?”
    15. “Does this sound like the way I normally express myself?”
    16. “I’ve researched this college. Ask me questions that will help me work out why these particular things matter to me.”

    Planning & Deadlines

    Keep Everything Moving

    College admissions generates tests, assignments, meetings, essays, research and deadlines across months.

    Dakota can help keep all of it connected.

    1. “What is due this week?”
    2. “What do I have due before my next counselor meeting?”
    3. “What has my tutor assigned me?”
    4. “Show me everything overdue.”
    5. “Add my SAT practice assignment to my To-Do list for Thursday after school.”
    6. “Remind me tomorrow to upload my Bluebook results.”
    7. “Move this assignment to Friday and update my plan.”
    8. “Schedule time for me to finish my college research before my counselor meeting.”
    9. “Show me my upcoming tutoring sessions, application deadlines and assignments in one place.”
    10. “I have three application deadlines coming up. Help me organize the work backwards from each deadline.”
    11. “What do I need to do today?”
    12. “I can spend an hour after school each day this week. Help me plan what to work on each day.”

    The Bottom Line

    Dakota is not another place to search for generic answers.

    It knows the work you have already done.

    It remembers your tests, assignments, mistakes, progress, Thrive findings, college research, application thinking and deadlines. You can ask a question in one workspace and Dakota can use what it has learned about you everywhere else.

    So you don’t have to keep rebuilding the context.

    And you don’t have to figure out the entire college journey at once.

    Sometimes the most useful question really is:

    “Dakota, what should I do next?”

  • Dakota, AI Engineered for Better Test Outcomes

     

    Dakota reached 90% mastery in about 6 hours for SAT® test prep. Achieving the same mastery levels using SAT® Bluebook questions took about 28 hours. Try Dakota free at collegecopilot.me


     

    Students spend hundreds of hours studying. But more time studying does not necessarily mean more learning. We saw this clearly in SAT® preparation.

    In one of the largest studies ever conducted on SAT® preparation, College Board and Khan Academy studied 545,640 students. Six or more hours of practice was associated with only about 18 additional SAT® points. When students combined six or more hours with at least one measured best-practice behavior, the gain was still only about 39 points.

    This is a far cry from the 100- or 200-point gains widely advertised on social media — claims that are not backed by comparable published data or research.

    So the question is not whether students can improve. It is about closing the gap between modest average gains and the much bigger results students need to get into their dream school.

    We know what great learning looks like. An expert tutor gets to know the student: what they know, why they’re struggling, what they need next, when to push harder, when to review, and whether the learning has actually stuck.

    But no tutor can do all of that continuously while tracking mastery across hundreds of subskills.

    Dakota can.

    Dakota combines a detailed understanding of the subject with a continuously evolving understanding of the learner — then uses both to decide what the learner needs next.

    And when we tested Dakota in a simulator modeled on real SAT® student-response and benchmark data, the difference was dramatic:

    In our simulator using real student data, the Dakota Mastery strategy achieved 90% mastery in about 6 hours of practice, compared with about 28 hours for SAT Bluebook practice with the same content.

    Same underlying curriculum. Same mastery target. But a vastly different outcome for the student. And when you’ve got to manage homework, athletics, college passion projects and just trying to be a teenager — getting the right kind of academic support on a high-stakes exam such as the SAT® is critical. And these tests matter far beyond college admissions: more than 25 states require the SAT® or ACT® as part of public high-school testing.

    Here is how it works.


    The Dakota Learner Model

    At the center of Dakota is a continuously evolving model of each learner.

    Every question gives Dakota more information — not only whether the student got it right or wrong, but what they have mastered, how quickly they can use it, where they are struggling, which misconceptions or traps recur, and whether previous learning has stuck.

    Together, these create a continuous loop: Dakota understands the learner, decides what they need next, coaches them through the work, measures what changed, and updates again.


    From Chatbot to Learning Workspace

    The interface for AI is changing rapidly — from chatbots that answer questions to persistent, agentic workspaces that understand context and help users complete complex work over time. Like Claude, Dakota’s new interface is built around connected workspaces with agentic capabilities.

    Students can ask Dakota anything while they work — “Why do I keep getting these questions wrong?” “Am I on track for a 1500?” “Can you give me an assignment on the geometry I’m struggling with?” Their questions, goals, and preferences can inform Dakota’s recommendations and plan.

    If a student asks for a specific assignment and completes it, those results become new evidence of what they know, updating their mastery and what Dakota recommends next. The student can shape the direction while every new piece of work deepens Dakota’s understanding of them.

    A Richer Model Makes Better Decisions

    Think about how Waymo made autonomous vehicles possible by going beyond Google Maps.

    Waymo makes decisions from a richer picture of the journey. It combines the road network with signals such as speed, traffic, accidents, closures, and hazards to determine the best route.

    Dakota applies the same principle to learning with richer inputs that continuously enable Dakota to make better decisions. AI provides the unlock that finally makes personalized learning work.

    Traditional adaptive learning uses limited signals — such as right-or-wrong answers and broad topic strengths — to decide what a student sees next.

    Dakota builds a much richer picture, combining a detailed map of what needs to be learned with subskill mastery, speed, misconceptions, traps, metacognition, goals, and time remaining.

    A wrong answer might reveal a missing subskill or expose a recurring misconception. A correct answer can take too long. And a skill mastered previously may need to be retrieved later to determine whether it has really stuck.

    This matters because accurate prediction depends on accurate, current information about the learner. Continuous assessment gives Dakota the evidence to understand how a student is progressing and how much work remains. And it helps Dakota continually update their predicted score.


    The College Board® Research – How You Study Matters

    The challenge of effective practice is visible in real student outcomes. College Board and Khan Academy’s 2020 analysis followed 545,640 students who took the SAT® , and practiced with Khan Academy Official SAT® Practice. .

    Students who practiced for six or more hours saw substantially different outcomes depending on how they practiced:

    Best-practice behaviors included progressing toward mastery, following personalized recommendations, and completing full-length practice tests.

    But only about 44,000 of the 545,640 students — roughly 8% of the full cohort — combined six or more hours of practice with best-practice behavior.

    The lesson is bigger than SAT® preparation: Effective learning requires the right work, at the right time, in the right way.

    But students have shown us that they won’t orchestrate it themselves. So, Dakota does it for them.


    We Tested How Much the Learning Path Matters

    We wanted to know how much the learning path itself matters. So we built a simulator modeled on real SAT® student responses and benchmark data.

    We gave the same simulated learners the same underlying curriculum and tested different strategies for deciding what they should practice next.

    The results were striking. Students achieved 90% mastery in about 6 hours with Dakota versus 28 hours practicing SAT® Bluebook questions.

    *Study-time estimates assume 90 seconds per question. **Perfect Information is a theoretical benchmark: what could happen if the learning strategy knew each learner’s true mastery state with perfect hindsight.

     

    At 90% mastery, Dakota required 246 questions. SAT® Bluebook practice required 1,123.

    Perfect Information is a benchmark that already knew exactly what every learner had mastered. It reached 90% mastery in about 3.8 hours. Dakota, on the other hand, didn’t have perfect information. It had to infer the learner’s state from their work, yet reached the same target in 6.2 hours.

    As the mastery target increased, the difference became even greater. Dakota reached 95% mastery in about 7.5 hours, compared with 40 hours of SAT® Bluebook practice.

    The experiment measures modeled mastery and learning efficiency, not SAT® score gains. But it demonstrates something fundamental:

    What a student is asked to do next can dramatically change how long it takes them to master the same material.


    Dakota Also Coaches You to “Learn How to Learn”

    Choosing the right question is only part of effective learning. Students also need metacognition or to learn how to learn.

    In practical terms, Dakota can prompt a student to review a wrong answer, understand the misconception or trap, explain why the correct answer is right, and later retrieve that learning again.

    These aren’t extra lessons for the student to manage. They’re built into the learning path. The student does the thinking. Dakota coaches the learning.


    Beyond SAT® Prep

    The same architecture extends beyond SAT® prep. In Reading, Dakota learns from how students read to continuously understand fluency, comprehension, vocabulary, and knowledge.

    The subject changes. The learner remains at the center.

    You can try Dakota free with no credit card initially at collegecopilot.me


     

    This blog was co-authored by Sofia Fenichell, founder of Dakota.Education and Matthew Simpson, Head of AI at Dakota.Education.

    Dakota is built by a team that combines frontier AI research, production AI engineering, systems architecture, and deep education expertise. Dakota is a Google AI Accelerator company. You can read more about our team today at collegecopilot.me (or in the future at Dakota.Education).

    Dakota.Education operates CollegeCopilot.me and will soon be releasing Dakota.Reading. Dakota is a native AI company and Google AI Accelerator company, and is one of the few companies to have express permission from Google to use generative AI with under-13s.

  • Meet Dakota: Your College CoPilot AI

    The first AI purpose-built AI for test prep, college research, and application coaching — working with students and counselors to help get into your dream school. Try Dakota free at collegecopilot.me


     

    Getting into college is a set of connected high-stakes problems. You need to succeed academically and on standardized tests. Work out what you want from college. Find schools where you’ll thrive. Research majors, programs, and opportunities. Build a college list. And create an application that shows colleges who you really are.

    Students have more tools than ever to help. Some are general-purpose AI tools that were never engineered specifically for college. Others are legacy college platforms built for an earlier era, with AI chatbots added on rather than AI engineered into the system from the ground up.

    Dakota brings the intelligence of a great tutor, college counselor, and application coach into one AI built around the student.

    We built three purpose-built workspaces for Test Prep, College Research, and Applications. Each was carefully engineered around a different problem students face — with its own data, models, agents, guardrails, and expertise.

    Every part of Dakota works from the same evolving understanding of you — and each part makes the others smarter.

    What you discover in Thrive shapes your college research. Your research changes your target schools. Your target schools can change the SAT® score you’re working toward. And what you learn about yourself carries into your application. You don’t have to keep starting over and re-uploading information.


    Test Prep: AI Engineered for Better Learning Outcomes

    Most SAT® prep is built around a familiar loop: test the student, identify a weakness, give them more practice.

    But knowing where a student is weak doesn’t tell you why they’re struggling or what they should do next.

    Dakota was engineered around a much richer model of learning. Its Mastery Engine, Planning Agent, Metacognitive Agent, and Continuous Assessment use signals including subskill mastery, difficulty, speed, misconceptions, traps, response history, and retention to continually determine what each student needs next.

    In our simulator using real student data, the Dakota Mastery strategy achieved 90% mastery in about 6 hours of practice, compared with about 28 hours for SAT Bluebook practice with the same content.

    Read the Research and Methodology behind Dakota SAT Test Prep


    Trusted College Research: Discover Where You’ll Thrive

    Most college planning platforms pigeonhole students into a data box. Students are given rankings, acceptance rates, scattergrams, and filters around reach, fit and safety schools. They are often left feeling disincentivized before they’ve really worked out what they want from the next four years of their lives.

    General AI models such as ChatGPT, Claude, and Gemini solve a different problem. They can research almost anything, but they weren’t purpose-built to help a teenager discover what matters to them and then investigate colleges through that evolving understanding. More importantly, their answers can be inaccurate or poorly grounded.

    Dakota was engineered to solve both problems: understand the student deeply and ground college research in trusted evidence.

    Its research layer combines Common Data Set and structured admissions data with current primary sources from universities, departments, programs, and policies. At the same time, Dakota carries forward what it has learned about the student — their interests, reactions, goals, and changing priorities.

    So instead of simply asking:

    Tell me about Northwestern.

    the student can ask:

    Given that I keep coming back to robotics, want hands-on engineering, care about entrepreneurship, and want an active campus community, what should I know about Northwestern?

    Dakota can answer through both lenses at once: what is true about Northwestern and what matters to this particular student.

    If a student keeps returning to hands-on engineering, Dakota can surface that pattern: You keep coming back to building and robotics — is that becoming more important than pure theory?

    If they originally said they wanted a city but respond strongly to a close-knit campus community, Dakota can ask: “You said urban life mattered, but you seem drawn to this kind of campus — has your thinking changed?“

    If entrepreneurship keeps appearing across different schools and majors, Dakota can point that out too.

    Dakota’s short-term and long-term memory supports student metacognition. Dakota helps the student see their own patterns, test whether those priorities still feel true, and clarify what they want and why.

    The Thrive Report builds a richer picture of the student — one that can evolve as they learn more about colleges and themselves.. Instead of asking only “What colleges match my stats?” Thrive asks a much richer question: Where will this student actually thrive?

    It explores majors and academics, academic culture, campus life, location, weather, athletics, future goals, and the kind of environment the student wants.

    This means the student is not reduced to a score, GPA, preferred major, and geographic radius.


    Application Coach: A New Kind of Application Workspace

    Dakota turns the chatbot into a persistent application workspace that understands the student, their application, and their progress over time. Students can ask Dakota anything as they work, while counselors, tutors, teachers, and parents can collaborate around the same application and context.

     

    The Common App Fraud Policy defines fraud as intentionally presenting the substantive content or output of an AI platform as a student’s own original work.

     

    That creates a problem with general-purpose AI. ChatGPT, Claude, Gemini, and other frontier models can brainstorm essay ideas, suggest stories, create outlines, rewrite paragraphs, and generate application prose — exactly the kinds of substantive AI contributions that can put a student on the wrong side of the policy if submitted as their own work.

    Dakota’s student Application Coach is designed to comply with the Common App Fraud Policy. It helps students understand the question, asks questions that unlock further thinking, and improves grammar, punctuation, and clarity — without supplying essay ideas or generating application content for them.

    Your words. Your ideas. Your experiences. Your perspective. Your story.


    Applications are Collaborative

    Students rarely apply to college alone. Dakota’s collaboration tools keep counselors, teachers, tutors, parents, and students working from the same application and context, with the right tools and permissions for each role.


    Trust Is Built In

    Guardrails are built into every action Dakota takes. Dakota evaluates what it is being asked to do, checks its own proposed actions against its rules and permissions, and uses multiple layers of safeguards before acting.

    Dakota is FERPA and GDPR compliant. See appendix.

    You can try Dakota free with no credit card initially at collegecopilot.me


     

    This blog was co-authored by Sofia Fenichell, founder of Dakota.Education and Joshua Lilly, Lead AI Engineer at Dakota.Education.

    Dakota is built by a team that combines frontier AI research, production AI engineering, systems architecture, and deep education expertise. Dakota is a Google AI Accelerator company. You can read more about our team today at collegecopilot.me (or in the future at Dakota.Education).

    Dakota.Education operates CollegeCopilot.me and will soon be releasing Dakota.Reading. Dakota is a native AI company and Google AI Accelerator company, and is one of the few companies to have express permission from Google to use generative AI with under-13s.

  • Meet the College CoPilot Team

     


     

    Getting into college is a rite of passage that takes a team of CoPilots — loving parents, counsellors, teachers, and tutors.
    And starting Monday, you’ll be able to add Dakota, your AI CoPilot, to that team.

    What did it take to build an AI that truly helps teens get into college? Three things:

    -A team of expert human CoPilots who have built excellence — from leading universities, testing organisations, world-class schools, and global tutoring companies.

    -Quality and precision — in both content and technology. When you’re dealing with a student’s future, accuracy isn’t negotiable.

    -A passion for access. Most families can’t afford £200-an-hour tutors. And frankly, you’ll need that money for college.


    Now, they’re bringing all that experience to College CoPilot — because your teenager’s future deserves people who’ve spent their lives getting it right.

    Now let’s meet the team:

      Paul Weeks Former Vice President of Recruitment and Enrolment Solutions at The College Board (SAT), following fifteen years as Senior Vice President at ACT. Paul is recognised nationally for his work developing strategic programmes that help students transition to higher education.
    Jim Larimore Co-founder of EdSafe AI Alliance, former Chief Equity Officer at ACT and Director of Postsecondary Success at the Bill & Melinda Gates Foundation. Earlier in his career, he served as Dean of Student Affairs at Stanford University and Dean of Dartmouth College. Jim’s focus has always been closing equity gaps through innovative education and technology.
    Richard Hazelton Director of the Center for Global Understanding & Independent Thinking and Dean of Summer Programs at The Hotchkiss School. He brings 17 years of experience guiding students and families through the college admissions process and helping build the school’s national and international placement record.
    Ed Smallwood Founder of A-List Tutors, one of the most respected college guidance and SAT/ACT tutoring companies in the world.
    Chandler Waggoner and Rebecca Comella An exceptional pair of super-tutors who’ve worked with A-List, UES, and Bonas MacFarlane, consistently helping students gain admission to Ivy League and other highly selective universities.
    Donna Matovinovic Brings 30 years of experience designing high-quality curricula and assessments for over 30 US states and 10 countries. A former Senior Vice President at ACT, Donna has successfully implemented automatic item generation at scale and is a leading expert in mathematics education.
    Patrick Derham One of the UK’s most highly regarded educationalists, Patrick served as Head Master of Westminster School, Rugby School, and Solihull School. A passionate advocate for widening access, he founded the Arnold Foundation for Rugby School and co-founded the SpringBoard Bursary Foundation. In 2018, he was awarded an OBE for services to education.
  • Welcome to College CoPilot!

     


     

     Welcome to College CoPilot.

    You’re here because you want a better score. We’re here to show you exactly how to get it.

    The SAT is built around 7 score levels. Each level tests different skills—and gets progressively harder. The key to gaining 200+ points isn’t more practice. It’s the right practice, at the right level.

    Here’s how to get there:

    Step 1: Use our official SAT Analyzer

    Already have scores? Upload your official SAT score report or any Bluebook practice test.

    Starting fresh? Take one of our full-length practice tests—built to match the real Bluebook experience.

    Either way, this is where it begins.

     

     

    Step 2: See exactly where your points are hiding

    Our Analyzer breaks down your results by domain, skill, and difficulty level—aligned to the College Board’s own 7-band framework. You’ll see exactly where you’re losing points and what it takes to break into the next level.

     

     

    Step 3: Follow your personalized plan

    We turn your gaps into targeted practice. No random studying. No wasted time. Just focused reps on the skills that will actually move your score.

    Step 4: Study effectively. Save time.

    Don’t have time to sit a full practice test? Take a Module 2 only. Want to break into 1500+? Take a Band 7 Extra Hard test. English only. Math only. Only the tests you need. Exactly like the real SAT.

     

     

    Step 5: The AI tutor that never sleeps.

    Ask Dakota for anything—voice or text—a Study Plan, when to use the Desmos calculator to save time, or grammar hints.

    Step 6: Walk in ready. Walk out done.

    March SAT. One test. Hit your target. Move on.

    No summer prep. No fall stress. No retakes. One-and-done is our goal.


    Start studying

     

    Be one and done.
    Unlock 200+ SAT® points — with College CoPilot
    Built by the people behind the test. The most precise SAT® prep on the planet.