For School Counselors ·
What you'll accomplish
By the end of this guide, you'll have a systematic ChatGPT Plus workflow for writing recommendation letters — including how to upload student brag sheets and data files so the AI can reference specific details without you copy-pasting anything, reducing each letter from 90 minutes to 20 minutes of personalized editing.
What you'll need
Go to chat.openai.com and upgrade to Plus if you haven't already. The key feature you need is file upload — the ability to upload a student's brag sheet document and have ChatGPT read it when writing the letter.
In ChatGPT, start a new conversation. You should see a paperclip (📎) icon in the message bar — this is the file upload button. Click it to verify it works.
What you should see: The ability to attach files to your messages. ChatGPT Plus can read Word documents, PDFs, and Google Docs exports. Troubleshooting: If you don't see the attachment icon, you may be on the free tier — upgrade to Plus or use the "Upload file" option from the plus (+) button.
A brag sheet is a document where students list their activities, achievements, GPA, and any personal context they want you to know. If your school doesn't already collect these, create a simple Google Form with these questions:
Export each student's responses as a document you can upload. Even a one-page summary works.
Start each new recommendation letter conversation with a short framing message:
I'm a school counselor writing college recommendation letters. I'll upload a student brag sheet. Use it to write a warm, specific 400-word recommendation letter in my voice as their 4-year counselor. Emphasize specific examples over generic praise. Avoid clichés like "hardworking" and "dedicated."
Send this first, before uploading anything. It sets the tone for the conversation.
Click the paperclip icon, upload the student's brag sheet document, and then type your request:
What to type: "Write a recommendation letter for this student. They're applying to a nursing program. Use the details in the brag sheet. Flag any areas where you used generic language so I know what to personalize."
What you should see: ChatGPT reads the uploaded document and writes a letter that references specific activities, GPA details, and goals from the student's own brag sheet. The request to "flag generic language" helps you know exactly where to add your personal observations.
Read the draft. Your job now is to add 1-2 specific observations that only you could write — a moment in a counseling session, something you noticed about how they've grown, or a specific conversation. Replace the AI-flagged generic sections with these personal details.
This editing phase takes 10-15 minutes and produces a letter that is both comprehensive (from the brag sheet data) and genuinely personal (from your direct observation).
As you write more letters, you'll notice patterns. Some students are applying to similar programs (nursing, education, business). Ask ChatGPT to create a template for each major program type — then you use the program template + student brag sheet for each letter, making the process even faster.
Standard college recommendation:
400-word recommendation letter for [program]. Use brag sheet data. Flag generic sections. First person from counselor perspective.
Program-specific emphasis:
This student is applying to a competitive nursing program. Emphasize: compassion, reliability under pressure, science performance, any healthcare-adjacent activities. Use brag sheet.
Student with a difficult academic history to frame positively:
This student had a rough sophomore year (grades dropped) but has shown significant improvement. Write a letter that honestly addresses the dip while centering the growth story. Use brag sheet.