About
About CollegeEssayPanel
CollegeEssayPanel is an AI college essay review. Seven AI reviewer personas each read an essay and score it, the panel debates to a consensus, and the student receives a verdict with revision directions ranked by impact. The panel never writes or rewrites essay text: the student stays the author, which is the line most published college AI policies draw. The first full review is free.
Who operates it
CollegeEssayPanel is operated by Nebelo LLC, Nebelo LLC, 1401 21st St, Ste R, Sacramento, CA 95811. Questions, billing and corrections go through the contact page; we reply by email. CollegeEssayPanel is not affiliated with any college, university, admissions office, testing organization, or application platform.
The reviewers are AI
The seven reviewers are AI personas, each prompted to read for something different, and the panel page says what each one reads for. They are not people, and a score is an AI estimate of how a draft lands on a stranger, not a prediction of any admissions outcome. Reviews are generated by a large language model; the student signs a certification that the essay remains their own work.
How the directory and the guides are produced
The school AI policy directory holds 153 schools as of October 16, 2026. Every verified entry is quoted verbatim from a page the school publishes, with the link and the date it was read, and every change to the data is logged. How it is built and what has changed are public, and the directory is published as data under CC BY 4.0.
The guides read the directory: every count, quote and date in them is generated from the same data as the school pages, and each guide says when it was last reviewed. No page here carries an author's name or a credential you cannot check. What it carries instead is the source, the quote and the date, so you can verify it against the school's own page rather than take our word for it.
Who can use it
Accounts may be created only by adults 18 or older. A student aged 13 to 17 uses the panel through a parent or guardian's account, which that adult controls. The service is not for anyone under 13. The parent page explains how a review works when a parent runs it.
Corrections
If a policy quote is out of date, a school has published a new rule, or a guide states something wrong, tell us with the page's address. We re-read the source, fix the entry and log the change.