College Matchmaker From Your Essay

Partially. The essay reveals voice, values, and intellectual texture, which are real signals of college fit. The AI matches on those signals and ideally tiers by stats. This is a starting point for your list, not a replacement for actual research.

They're rough guesses based on the essay and your stats if provided. Real admissions predictions need a full application context (GPA, course rigor, demographics, specific extracurricular strength). Use the tiers as starting hypotheses.

Because fit runs both ways. If your essay voice suggests you'd hate pre-professional culture, a heavily pre-business school may not be for you even if your stats fit. The tool flags school types (not specific names) that your essay suggests would be uncomfortable.

Yes. One run per day per IP is free with no signup. Create a free account for a few more runs per day, or upgrade to Pro for unlimited use of every tool plus full essay scoring.

No. Inputs are sent to the AI model for this single request and not saved in our database. For logged-in users on the editor, drafts are saved to your account.

The system prompts are tuned specifically for college admissions essays and locked to produce structured output with guardrails against invention, preserved voice, and formatting constraints (word limits, character limits, etc.).