Writing a Cover Letter Recruiters Will Actually Read (With AI)

• The Oxford Careers Service cautions that only 15% of employers say they allow or encourage AI usage in applications; half outright do not endorse it.
• Prospects emphasises that cover letters need tailoring, personal examples, and should not simply mirror your CV.
• According to the New York Post, recruiters increasingly flag AI content that feels formulaic or robotic, noting overused buzzwords, lack of personalization, and placeholder template cues.
• A broader UK industry view shows employers receiving 200 identical CVs and covering letters, all written by AI, prompting many to devalue such applications and shift toward authentic signals instead.

1. Think of AI as an assistant, not an author

Think of AI as your starting point and not the final draft. AI is useful for structure or phrasing but shouldn’t replace your personal input.

2. Tailor, tailor, tailor

• Research the company, role, and values and tailor your content to show you’ve gone beyond the job advert.
• Inject real examples aligned to the job description, using evidence, metrics, and personal stories. Avoid general statements or repeated buzzwords.

3. Use Keywords wisely to beat the ATS (Applicant Tracking System)

AI can help identify keywords from job descriptions to improve ATS pass‑through. Use them naturally, not stuffed, within compelling sentences.

4. Write in UK English and edit for tone

Convert Americanisms, check tone, and make the style feel like you. AI often generates generic phrasing; make sure to make it personal.

5. Use honest, human‑first language

Avoid robotic perfection. Imperfect, confident, human language resonates more than polished but soulless AI text.

✅ Prompt smartly

For example: ‘Draft a UK‑English, 300‑word cover letter for a Data Analyst at a green‑energy start‑up, highlighting my project‑management and data‑visualisation experience.’ The more detailed the prompt is, the more personalised the output will be. Find out more about how to get better at AI prompting.

✅ Edit heavily

Add real clarity, specificity, and authenticity. Replace buzzwords with what you actually mean.

✅ Check for errors and UK style

Check for spelling, tone, differences (–ise vs –ize), and cultural references.

✅ Test different versions

Track which applications perform better and refine accordingly.