Prompt Library

Gemini cover letter prompts that mirror the posting, not a generic template

15 copy-paste prompts

Paste the job post and resume bullets. Gemini drafts paragraphs that cite your proof, tags weak claims [VERIFY], and leaves filler out. You edit and submit.

In short: This page contains 15 copy-paste ready prompts, organized into 5 categories with a description and pro tip for each. The first 5 prompts are free instantly, no signup needed. Hand-curated and tested by the AI Academy team.

By Louis Corneloup · Founder, Techpresso

Last updated September 15, 2026·Hand-curated & tested by the AI Academy team

Match the posting

3 prompts

Requirement mapping table

1/15

✨ What it does

Gemini maps [POST] requirements to [RESUME PASTE] and marks missing proof [VERIFY]. Fix [VERIFY] rows in your resume before you write the letter.

Job post: [POST]. Resume: [RESUME PASTE]. Table: requirement, proof from resume or [VERIFY], suggested bullet to add. Do not invent employers or dates.

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Pro tip: Paste the full post, not the title. Requirements live in the fine print.

Hook paragraph from proof

2/15

✨ What it does

Gemini writes an opening paragraph from [WINS] and [THEMES], tagging wins without metrics [VERIFY]. Add the metric or pick a different win.

Role: [TITLE] at [COMPANY]. Top 3 post themes: [THEMES]. Best resume wins: [WINS]. Write opening paragraph tying one win to one theme. Tag if win lacks metric [VERIFY].

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Pro tip: One win, one theme. Opening paragraphs fail when they try to prove everything.

Why this company paragraph

3/15

✨ What it does

Gemini drafts a why-this-company paragraph from [NOTES] and tags unsourced claims [VERIFY]. Replace [VERIFY] with a fact you can defend in an interview.

Company research notes: [NOTES]. My background: [BACKGROUND]. Draft why-this-company paragraph using only [NOTES]. Tag unsourced claims [VERIFY]. No flattery clichés.

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Pro tip: If [NOTES] is empty, Gemini should mostly write [VERIFY]. That is your cue to research.

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Draft the letter

3 prompts

Full letter first draft

4/15

✨ What it does

Gemini writes a 350-word cover letter from [POST] and [RESUME], tagging unproven claims [VERIFY]. Edit every [VERIFY] line, then read aloud once.

Post: [POST]. Resume: [RESUME]. Tone: [TONE]. Write a 3-paragraph cover letter plus closing. Every claim must trace to resume or [VERIFY]. Max 350 words.

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Pro tip: 350 words is a hard cap for recruiters. Cut adjectives before you cut proof.

Career change letter

5/15

✨ What it does

Gemini drafts a career-change letter from [PASTE] with honest gap handling and tags unsupported skills [VERIFY]. Prepare the gap story for the phone screen too.

Target role: [ROLE]. Transferable skills from [PASTE]. Gap to address: [GAP]. Draft letter framing pivot with honest gap handling. Tag unsupported skill claims [VERIFY].

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Pro tip: Name the gap yourself. Gemini should not invent a reason you left.

Internal promotion letter

6/15

✨ What it does

Gemini drafts an internal promotion letter from [ACCOMPLISHMENTS] and tags missing metrics [VERIFY]. Ask your manager for metrics you can paste before HR sees the letter.

Role: [ROLE]. Internal accomplishments: [ACCOMPLISHMENTS]. Working style notes: [NOTES]. Draft internal promotion letter citing internal projects only. Tag missing metrics [VERIFY].

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Pro tip: Internal letters need project names from your paste. Gemini will not know your codenames.

Sharpen the proof

3 prompts

Resume bullet upgrade for this job

7/15

✨ What it does

Gemini rewrites [BULLET] toward [POST] language and tags missing metrics [VERIFY]. Update the resume bullet before you attach the letter.

Job post: [POST]. Resume bullet: [BULLET]. Rewrite bullet to match post language using facts in [BULLET] only. Tag if metric missing [VERIFY]. One bullet only.

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Pro tip: One bullet per prompt. Batch rewrites blur which fact came from where.

STAR story picker

8/15

✨ What it does

Gemini picks a STAR story from [STORIES] for [POST] and tags a weak result [VERIFY]. Strengthen the result with a number you actually hit.

Post: [POST]. Experience stories: [STORIES]. Pick best STAR story for post, outline S/T/A/R in 6 lines. Tag weak result line [VERIFY].

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Pro tip: Stories without results belong in [VERIFY], not in the letter.

Keyword alignment pass

9/15

✨ What it does

Gemini lists missing keywords you can support from [RESUME] and suggests one sentence each for [DRAFT]. Insert only sentences that remain true.

Post: [POST]. Letter draft: [DRAFT]. List missing keywords from post that you can support from [RESUME] and suggest one sentence insertion each. No keyword stuffing.

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Pro tip: If a keyword is not in your resume, it stays out. Misalignment fails interviews.

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Special cases

3 prompts

Referral opening

10/15

✨ What it does

Gemini drafts a referral opening from [NAME] and [NOTES], tagging unknown referrer details [VERIFY]. Confirm [NAME] is willing to be named before you submit.

Referrer: [NAME]. Relationship: [RELATIONSHIP]. Role: [ROLE]. Notes: [NOTES]. Draft referral opening and one proof paragraph from [NOTES]. Tag if referrer role unknown [VERIFY].

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Pro tip: Ask permission before you drop a referrer name. Gemini assumes you already did.

Gap year explanation

11/15

✨ What it does

Gemini explains the gap from [ACTIVITIES] in three sentences and tags unverifiable items [VERIFY]. Keep the explanation consistent with your resume dates.

Gap period: [DATES]. Activities: [ACTIVITIES]. Role applying: [ROLE]. Draft 3 sentences explaining gap using [ACTIVITIES] only. Tag if activity unverifiable [VERIFY].

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Pro tip: Activities must be pasteable facts. Volunteering without an org name becomes [VERIFY].

Short note for portal box

12/15

✨ What it does

Gemini writes a portal note within [CHAR LIMIT] from [POST] and [RESUME], tagging if proof cannot fit [VERIFY]. Trim to the single strongest requirement.

Portal limit: [CHAR LIMIT]. Post: [POST]. Resume: [RESUME]. Write short cover note within limit hitting top requirement and one proof. Tag if limit too tight [VERIFY].

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Pro tip: Count characters yourself after paste. Portal limits lie sometimes.

Final pass

3 prompts

Tone tighten

13/15

✨ What it does

Gemini tightens [DRAFT] by about 15 percent and lists every removed phrase for review. Accept only if no fact disappeared.

Draft: [DRAFT]. Target tone: [TONE]. Tighten 15 percent, remove hedging and clichés, keep every fact. List removed phrases.

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Pro tip: Read removed phrases for accidental fact loss. That list is your safety net.

Fact check against resume

14/15

✨ What it does

Gemini lists unsupported claims in [LETTER] against [RESUME] as [VERIFY]. Fix or delete each flagged line before you submit the application.

Letter: [LETTER]. Resume: [RESUME]. List any letter claim not supported by resume as [VERIFY]. Do not fix, only list.

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Pro tip: Run this last. It is faster than a rejected application.

Subject line and file name

15/15

✨ What it does

Gemini suggests subject and file name from [NAME], [ROLE], and [COMPANY], tagging ambiguous company naming [VERIFY]. Use the exact company string from the post.

Name: [NAME]. Role: [ROLE]. Company: [COMPANY]. Suggest email subject and PDF file name following professional conventions. Tag if company naming ambiguous [VERIFY].

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Pro tip: File names with spaces break some ATS uploads. Gemini should use hyphens.

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Frequently Asked Questions

No. These prompts stay inside Gemini's official product. It only uses official Gemini, including Gems if you have them. If a setting is missing on your plan, the prompt says so.

A current Gemini account. Some features sit on paid plans. The prompts still work as checklists if a feature is off.

Every prompt tells it to use only what you paste and to tag gaps as [VERIFY]. You still check the cover letter draft before you save it.

Yes to copy. Running them needs your Gemini account. Long files fit better on a paid plan.

No. It is a draft of your cover letter draft. You own the facts, the files, and whatever your job or policy requires.

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