Can AI write my cover letter?

Yes, with your real story in it. Give it the posting and two or three true examples, and it writes a focused cover letter fast.

Verdict: Bot · AI does it well✓ Tested 2 times in Llama 3.3 70B · Oct 19, 2026Written for ChatGPT, Claude or Gemini

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Bot

01Why bot

  • Cover letters follow a predictable shape.
  • AI is good at connecting your examples to what the employer asked for.
  • The result is better when you add one specific reason you want this job.
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02The prompt

Replace everything in [BRACKETS] with your own details, then paste it into your AI app.

prompt.txt
Write a cover letter for this job. Under 300 words. Warm and direct, no clichés.

Job posting: [PASTE]
Why I want this job (one honest sentence): [REASON]
Two or three real examples of my work that fit: [EXAMPLES WITH RESULTS]
My name: [NAME]

Structure: a hook that names the role, two short paragraphs connecting my examples to their needs, and a confident close.
Rules: NEVER use "I am writing to express my interest." Use only the examples I gave.

03Steps

  1. Add your real examples.
  2. Read it out loud and change any line that doesn't sound like you.
  3. Check the company name and role are right.

04What can go wrong

  • Generic letters get skipped. The one sentence about why you want this job matters most.

05What to use

Any major AI chat app: ChatGPT, Claude or Gemini. The free tier works.

06Our test runs

2 runs, each with a different made-up sample. 1 of 2 passed every check.

Run 1 · Llama 3.3 70B · graded by GPT-OSS 120BSep 30, 2026Passed with a catch

The made-up sample:

  • [PASTE]Marketing Coordinator – BrightWave Media (Remote) We are seeking a proactive Marketing Coordinator to support our brand‑building initiatives. Responsibilities include planning and executing email and social media campaigns, analyzing performance metrics, collaborating with designers and copywriters, and maintaining our content calendar. The ideal candidate is data‑savvy, can manage multiple projects, and thrives in a fast‑paced, collaborative environment. Requirements: 2+ years of digital marketing experience, proficiency with HubSpot and Sprout Social, strong writing skills, and a track record of measurable campaign results. This role reports to the Marketing Manager and offers flexible hours, professional development budget, and the chance to shape our growing brand.
  • [REASON]I want to help BrightWave amplify its brand story through data‑driven campaigns.
  • [EXAMPLES WITH RESULTS]1. Led a quarterly email newsletter revamp at my current firm, segmenting audiences and A/B testing subject lines, which lifted open rates from 18% to 27% and click‑through rates from 2.5% to 4.1% within two months. 2. Managed a cross‑platform social media rollout for a product launch, creating a 12‑post schedule and using targeted hashtags; follower growth rose 38% and engagement rose 45% over the campaign period, contributing to a 12% sales lift. 3. Developed a quarterly performance dashboard in Tableau that visualized key KPIs for the marketing team, reducing reporting time by 30% and informing budget reallocations that improved ROI by 15% year‑over‑year.
  • [NAME]Jordan Lee
  • Never use "I am writing to express my interest."
  • Use only the examples I gave
  • Structure: hook, two short paragraphs, confident close
  • Under 300 words (226 words, counted by code)
  • Made up details we never gave it

Details it made up: “resulting in a 9% increase in open rates and a 1.6% increase in click-through rates”

What came back (excerpt):

My experience in managing cross-platform social media rollouts and developing performance dashboards has also equipped me with the skills to collaborate with designers and copywriters, as well as maintain a content calendar.
Read the full answer
As a Marketing Coordinator, I'm excited about the opportunity to drive brand growth through data-driven campaigns. 

With a strong background in digital marketing, I've developed a passion for analyzing performance metrics and leveraging them to inform campaign strategies. For instance, when I led a quarterly email newsletter revamp at my current firm, I segmented audiences and A/B tested subject lines, resulting in a 9% increase in open rates and a 1.6% increase in click-through rates within two months. This experience has taught me the importance of data-driven decision making, and I'm eager to apply this skill to optimize email and social media campaigns at BrightWave Media.

My experience in managing cross-platform social media rollouts and developing performance dashboards has also equipped me with the skills to collaborate with designers and copywriters, as well as maintain a content calendar. For example, I managed a product launch social media campaign, creating a 12-post schedule and using targeted hashtags, which led to a 38% increase in follower growth and a 45% increase in engagement. Additionally, I developed a quarterly performance dashboard in Tableau, reducing reporting time by 30% and informing budget reallocations that improved ROI by 15% year-over-year. I'm confident that my skills and experience make me a strong fit for this role, and I'm excited about the opportunity to contribute to BrightWave Media's brand-building initiatives. 
Sincerely,
Jordan Lee

Verify the letter stays under 300 words and omits the prohibited phrase.

Run 2 · Llama 3.3 70B · graded by GPT-OSS 120BOct 19, 2026Passed

The made-up sample (a messier one):

  • [PASTE]Senior Content Strategist – Tech Media Co. We need a storyteller who can turn complex AI research into engaging web copy, newsletters, and social posts. Must have 3+ years experience, SEO know‑how, and ability to work cross‑functionally with product, design, and data teams. Responsibilities: audit existing content, create editorial calendar, write 5‑10 pieces weekly, measure traffic growth. Remote, full‑time, $95k‑$110k, benefits.
  • [REASON]I love turning dense AI papers into stories that actually get read, and this role feels like the perfect place to do that every day.
  • [EXAMPLES WITH RESULTS]At DataPulse, I rewrote a quarterly whitepaper on neural nets; the piece’s pageviews jumped 250% and the lead‑gen form filled 30% more. At BrightByte, I launched a weekly AI newsletter that grew from 0 to 4,200 subscribers in six months, with a 45% open rate.
  • [NAME]Jordan L. Martinez
  • Never use "I am writing to express my interest."
  • Include a hook that names the role
  • Provide two short paragraphs connecting examples to needs
  • Didn't make up details we never gave it

What came back (excerpt):

My experience in rewriting dense technical papers into compelling stories aligns perfectly with the needs of this position. For instance, at DataPulse, I rewrote a quarterly whitepaper on neural nets, resulting in a 250% increase in pageviews and a 30% boost in lead-gen form fills.
Read the full answer
As a Senior Content Strategist, I'm excited to bring my passion for storytelling to a role where I can turn complex AI research into engaging content. 

My experience in rewriting dense technical papers into compelling stories aligns perfectly with the needs of this position. For instance, at DataPulse, I rewrote a quarterly whitepaper on neural nets, resulting in a 250% increase in pageviews and a 30% boost in lead-gen form fills. This demonstrates my ability to take complex AI research and turn it into web copy that drives traffic and generates leads. 

At BrightByte, I launched a weekly AI newsletter that grew from 0 to 4,200 subscribers in six months, with a remarkable 45% open rate. This showcases my capacity to create engaging content that resonates with audiences and drives growth. I'm confident that my skills and experience make me a strong fit for this role, and I'm excited about the opportunity to join the team and contribute to the company's success. 
Sincerely,
Jordan L. Martinez

Check that the output stays under 300 words and omits the banned phrase.

How each run works: we fill the prompt with a made-up sample, run it once in Llama 3.3 70B, and GPT-OSS 120B grades the answer against the prompt's own rules. Word limits are counted by code, and every quote flagged as made up is checked against the full answer. Your results can differ. How we test.

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