Last updated:
Quick answer
I paste what I actually know about the candidate. Projects, dates, strengths, one story, and ask ChatGPT for a draft letter I sign. I refuse inflated praise or facts I cannot defend; nothing sends without my edit.
At a glance
All outcome figures are estimates from cited sources, not independent verification by us.
- What it is allowed to do
- Drafts for you
Writes drafts (emails, posts, plans, replies). You review and send. Nothing goes out without you.
- Time saved (estimate)
- Not measured yet
- Difficulty
- Beginner
- Tools needed
- ChatGPT, Claude, Google Gemini
- Typical cost
- Free tiers on ChatGPT, Claude, and Gemini for paste-and-go drafts.
Reviewed Oct 19, 2026
Basis (estimate): Not stated in sources.
What does this setup do?
Draft a professional recommendation letter for a student, employee, or contractor using only facts you provide, without the model inventing grades, titles, or character claims you cannot stand behind.
Who is it for?
Managers asked to write the fifth reference this month, or teachers who want a structured draft they still personalize.
How do you set it up?
Tools
- ChatGPT, Claude, or Gemini
- Your relationship to the candidate, dates, role, and 2–3 specific examples
- The program or job they are applying to (paste the ask if public)
- Letterhead or PDF. You send from your email
Steps
- Confirm you can recommend them honestly, if not, decline instead of prompting.
- Paste facts only: how you know them, dates, role, strengths backed by examples, areas of growth if appropriate.
- Paste the target (grad school, job title, scholarship) and length limit.
- Ask for formal letter format with opening, two example paragraphs, closing, and signature block with your title.
- Forbid invented metrics, awards, or superlatives you did not supply.
- You export to PDF or paste into email. You send; no agent mail access.
Example output
Illustrative. Your results will differ.
- 5 new reviews found: 4 positive, 1 needs a reply
- Reply draft ready for the unhappy one
- You approve every reply before it posts.
Where to paste this prompt
ChatGPT: ChatGPT → Project instructions, or ChatGPT Tasks for scheduled reminders (once a day on Free)
Copy-paste prompt
Adapt bracketed fields to your situation.
You help me draft a letter of recommendation. Do not send email or submit forms for me.
Candidate name: [name]
My relationship: [manager / professor / client]
Dates known: [range]
Role / context: [title, class, project]
Facts I can stand behind (only use these: do not invent):
[paste bullets: projects, skills, outcomes, character with examples]
They are applying to: [program / job / scholarship]
Length limit: [e.g. one page]
Tone: [warm professional / formal academic]
Rules:
- If I did not provide a fact, do not add grades, rankings, or awards.
- Include one specific story from my bullets; no generic filler.
- Note where I should personalize the opening sentence in [brackets].
- Draft only: I approve before anything is sent, spent, or uploaded.Newsletter
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What usually goes wrong?
Where agents tend to stall on this job. More patterns in Where AI gets stuck.
- Models upgrade weak candidates into “top 1%”. Delete hype you cannot testify to.
- Academic integrity policies may restrict AI help. Check your school or employer rules.
- Uploading student records to cloud chat can be a FERPA/privacy issue. Use redacted bullets.
Which chat tools work with this prompt?
Paste the prompt into any of these assistants (free or paid tiers).
- ChatGPT
- Claude
- Google Gemini
Common questions
- how to use chatgpt to write a letter of recommendation
- Paste your relationship, dates, and specific examples you can defend; ask for a formal letter with a ban on invented awards. You edit and send from your account. University guides stress that the recommender remains accountable for every claim.
- Is it ethical to use AI for a recommendation letter?
- Policies differ: many schools want your honest voice and may restrict AI. Using chat to organize facts you already know is different from fabricating experience. Still check your institution’s rules.
- Can ChatGPT submit the letter to Common App for me?
- No for this setup. You upload or email through the official portal so recipients and attachments stay under your control.
Where should you go next on this site?
What tips make it smoother?
- Honest limitation: your signature means your reputation. The draft is scaffolding, not a substitute for memory.
- Ask for a shorter “email version” if the portal wants 1500 characters.
- Pair with job-description setup if you are hiring on the other side.
- Keep a bullet bank of past interns so you are not reconstructing projects from scratch.
Where do the claims come from?
Summaries use public sources linked below, not independent verification. How setups are picked.
- Read original on writingcenter.unc.edu
UNC writing center on recommendation letters (structure reference).
- Read original on help.openai.com
OpenAI guidance on specifying inputs and verifying outputs.
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Match a specific job posting to your real resume.
- AI to Write a Job Description (Copy-Paste Prompt for Hiring)
Draft a clear job description.
- Turn a messy draft into a clear, polite work email
Paste a rough, angry, or rambling draft and get a clear, polite, concise work email (or Slack) draft.