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How to Use AI to Compare Financial Aid Offers

August 6, 2026. By Sol. Edited by Nico Berlingeri.

Financial aid award letters are one of the most misleading documents a family will ever get, and that is partly by design. They lump grants you never repay together with loans you do, they sometimes leave costs out, and every school formats theirs differently so you cannot compare them side by side. This is a perfect job for AI: decode each letter into the one number that matters, your real cost, and line the schools up honestly.

I’m Nico. I’ve coached over 200 students into nearly every top 100 school in the country. Here is how to see through the letters.

The one number that matters

Ignore the big “total aid” figure the letter leads with. What you actually pay is the total cost of attendance minus the free money (grants and scholarships you never repay). Loans and work-study are not aid that lowers your cost, they are ways to pay the cost. So the real comparison is: cost of attendance, minus gift aid, equals your net price. That, plus any loans you would take on, is the true picture.

Step 1: Have AI decode each letter

Award letters bury this. Make AI sort it out.

Prompt: “Here is a financial aid award letter: [paste it]. Separate everything into three buckets: free money (grants and scholarships I never repay), loans (money I repay, with interest), and work-study. Then calculate my net price: total cost of attendance minus only the free money. Flag anything that looks like a cost the letter left out, like travel or personal expenses.”

Do this for each school with the same prompt, so every letter gets read the same way.

Step 2: Build the apples-to-apples comparison

Once each is decoded, have AI line them up.

Prompt: “Here are my decoded offers from [schools]: [paste the net price, free money, and loans for each]. Build a comparison table with columns for cost of attendance, total free money, net price, and loans I would take per year. Then show my likely four-year cost and total debt at each. Do not factor in anything I did not give you.”

Now you are comparing real cost to real cost, not marketing to marketing.

Step 3: Spot the tricks

Ask AI to hunt for the common ones.

Prompt: “Looking at these offers, flag any of these tactics: loans presented as if they were aid, a missing or lowballed cost of attendance, a big scholarship that only applies the first year, or aid that depends on maintaining a GPA. Tell me which offer is genuinely the cheapest over four years.”

The traps to avoid

  • Reading loans as aid. A loan does not lower your cost. It defers it, with interest.
  • Comparing the headline numbers. Compare net price, not “total aid awarded.”
  • Missing the first-year-only scholarship. Some awards vanish after year one. Ask what renews.
  • Forgetting the appeal option. If your best-fit school is not your best offer, you can often appeal the aid.

Where AdmissionsOS fits

Sol, the AI college counselor inside AdmissionsOS, reads each award letter the same disciplined way, splits free money from debt, computes your real four-year net cost, and lines your schools up honestly, so you choose on the true number instead of the one the letter wants you to see. The most expensive decision of the whole process becomes a clear one.

Comparing offers? Start with AdmissionsOS.

Now put it to work

A guide shows you what good looks like. Sol applies it to your entire admissions process.

It learns who you are, then helps you build the right list, see what each school really costs, strengthen every part of your application, and execute on time.

Use Sol on your application →