AI Cover Letter Generator Review Checklist

Check Accuracy First

Remove any claim that is not true. AI drafts can overstate experience, invent motivations, or add skills you did not provide.

Your cover letter should be confident, but it must be accurate.

Add Job-Specific Detail

A good letter mentions the role, the kind of work, and why your background fits. Replace vague phrases with details from the job description.

Tighten the Tone

Remove excessive enthusiasm, buzzwords, and repeated adjectives. The strongest cover letters sound direct and professional.

• Cut generic opening lines.
• Use one clear example.
• Keep the closing simple.

Use JobHunter as a Drafting Tool

JobHunter helps generate cover letters quickly during the iPhone application flow. Review the draft before you add it to the application.

Give the Draft Accurate Source Material

An AI draft is only as reliable as the profile, resume, and job information behind it. Before generating, confirm the employer, role title, responsibilities, and the experience you want emphasized. Remove outdated skills and do not ask the system to infer achievements, numbers, or motivations that you have not supplied.

Treat the generated letter as an editable proposal. It can organize ideas quickly, but it cannot decide which claims are true or what you genuinely value about the employer.

Run a Sentence-by-Sentence Accuracy Review

Underline every statement about years, tools, results, leadership, industries, education, and company knowledge. Verify each one against your resume or direct experience. Delete invented metrics, responsibilities you only observed, and praise that assumes facts about the company. If you would hesitate when an interviewer quotes the sentence, rewrite it.

Check names carefully. A polished letter addressed to the wrong company is worse than a simple letter. Also confirm that the draft has not confused the employer's requirements with your own experience.

Replace Generic Language With Evidence

Phrases such as passionate professional, dynamic team, and perfect fit provide little evidence. Replace one generic sentence with a concrete example showing the type of problem you solved. Keep the wording natural enough that you could say it in conversation.

A useful test is to remove the company name. If the entire letter could go to any employer, it needs one specific product, customer, challenge, or responsibility from the listing.

Review Tone, Privacy, and Sensitive Details

Remove private information that the employer did not request, including identification numbers, health details, account credentials, or confidential information from a current employer. Keep the tone direct and respectful. Avoid promises, desperation, exaggerated flattery, and claims that the tool itself applied or made decisions for you.

Final AI Draft Checklist

• Employer and role names are correct.
• Every skill, result, and number is true.
• At least one example proves a central requirement.
• The motivation is specific to the opportunity.
• No confidential or unnecessary personal data appears.
• The final voice sounds like you.

Compare the Letter With the Resume

Read both documents together before attaching them. The cover letter may emphasize a different part of your experience, but titles, dates, tools, scope, and results must agree. If the letter introduces a major achievement that the resume never supports, confirm the source and decide whether the resume should include it. Consistency helps the recruiter trust the application and prepares you to discuss the same evidence in an interview.