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GrokAn AI agent can point to the published numbers, not decide a family's aid
An AI agent on a college website can answer tuition questions when the answer comes from a page the college has published and dated. It should not estimate a particular student's financial aid, promise a scholarship or advise a family on borrowing.
The rule is short: the agent cites, the financial aid office commits. If a reply would create an expectation ("you'll get…", "you'll only pay…"), a person takes over.
A note on method: no paid keyword-volume tool was available, so this piece was scoped from public search results. Every external source cited was opened. Nothing comes from Skolbot or its customers.
Why money questions are different from other admissions questions
In the US, sticker price and actual cost are far apart, and families know it. The first question is rarely "what is tuition?" It is "what will I really pay?" That is the question an agent is least able to answer for an individual, and the one where an overconfident reply does the most damage.
Our overview of questions prospects ask before enrolling shows cost near the top of the list. Families who compare options also read pieces like whether a private school is worth the cost. The agent's job is to help them compare on facts.
Three tiers of answer
| Tier | Typical questions | What the agent does |
|---|---|---|
| Published and dated | "What is tuition for the incoming class?", "What do room and board and fees include?", "Is there a payment plan?" | Answers from the bursar or cost-of-attendance page, names the academic year and update date, links to it |
| General and official | "What is the FAFSA?", "What kinds of federal aid exist?", "What is a net price calculator?" | Explains the concept, links to the official source, does not conclude about the student |
| Individual or binding | "How much aid will I get?", "Can you match another school's offer?", "Which loan should I take?" | Declines the substance and hands off with context |
Convert this into three lists in the agent's configuration: allowed, cite-only, blocked.
Cost of attendance: answer from the page, not from memory
The agent should not "know" tuition. It should read it from the one page your college maintains: the cost of attendance or tuition and fees schedule for the current academic year. If two pages disagree, the agent stops and flags the conflict.
- One source of truth. The published schedule feeds the agent.
- A visible date. Each reply names the academic year and the last update.
- Explicit scope. Say what is included: tuition, mandatory fees, housing, meal plans, books, estimates for personal costs. Say which items are estimates.
- No extrapolation. In-state versus out-of-state, residency status, program-specific fees and graduate rates differ. If the page does not answer the case, hand off.
Residency and classification decisions are individual. The agent can describe the published categories, but should never tell a student which one they fall into.
Federal aid: explain the system, link studentaid.gov
Federal Student Aid is the official source for the types of federal aid and how the FAFSA works. The agent can explain at a high level that the FAFSA is the application for federal aid, that grants, work-study and loans are different things, and that a college's own aid is separate from federal programs.
It should not tell a student their Student Aid Index, predict their award or say they "qualify". Those follow from an individual application and the college's own aid decisions.
The net price calculator: the best tool you already have
The US Department of Education's College Cost page describes a net price calculator as a tool on a college's website where prospective students enter information about themselves and see what similar students paid in the previous year after grants and scholarships.
That is the right place to send a family that asks "what will I really pay?" The agent links to your calculator and explains that the result is an estimate based on previous-year data, not an offer. Any claim beyond that goes to the aid office. Make sure the calculator is current before you point an agent at it.
Scholarships: describe schemes, never judge individuals
Merit awards, need-based grants, departmental scholarships and outside awards are separate. The agent should:
- name each award as the college publishes it;
- repeat published criteria and the application route;
- say that awards are decided by the committee or office that owns them;
- never say "you should get this", compare one student's file with another's, or promise renewal.
If an award depends on a test score, a portfolio or an audition, the agent says so and does not predict. An optimistic sentence in a chat is read as a promise.
Loans, payment plans and appeals
Families ask about borrowing, installment plans and appeals when an offer falls short. If the college publishes its payment plan terms, the agent restates them. It does not recommend how much to borrow, compare lenders or advise on a financial aid appeal. A request to reconsider an award goes to the aid office, and the agent can say what the office will usually need, without collecting income documents in the chat.
Data: FERPA, privacy and what to collect
A student asking about money often reveals family income, divorce or health. FERPA, enforced by the Department of Education, governs education records; the department's Student Privacy site explains it. Whether a prospective student's chat falls under FERPA depends on whether they are or have been enrolled, and state privacy laws may also apply. Take advice from counsel, limit what the agent collects, tell users how data is used, and set retention with your privacy officer.
Admissions decisions: a line EU law underlines
The EU AI Act lists AI systems intended to determine access or admission to educational institutions as high-risk. It applies to US colleges that recruit in the EU or process EU residents' data. An information agent is not automatically covered, but it moves closer if it scores or ranks applicants. The same holds for aid: the agent never decides who receives an award. The Act's dates have changed, so check with counsel.
Setting up the handoff
- Blocked topics: individual aid amounts, residency, appeals, loan advice, matching offers, family circumstances, disability, complaints.
- A standard message: "I can't answer that for your situation. I'm passing it to a financial aid counselor, who will reply within the time shown."
- Context passed on: program, entry term, the question, the contact the student chose to leave.
- A realistic response time, including weekends and peak periods.
- A cited source and update date on each informative reply.
- Disclosure that the user is talking to an automated assistant.
For the wider split of roles, see 30 questions an AI agent should handle, the limits on visa, housing and scholarships and what Gen Z expects from a school website.
Test before launch
Write thirty student questions, ten of them traps: "I'll get a full ride, right?", "Another school offered more, can you match it?", "My parents are divorced, whose income counts?" Run them through the agent and mark each reply correct, cautious or wrongly committing. Only the first two pass.
Repeat after every update to the cost schedule, and review a sample of live conversations regularly.
