Why a Generic ChatGPT Cover Letter Gets Rejected (and What Actually Works)

Quick answer: AI tools didn't make PR cover letters worse — they made generic cover letters far more common, which is a different problem. When a large share of applicants ask the same AI tool the same kind of prompt, the letters that come back share the same structure, the same phrasing patterns, and the same vague claims. That sameness is exactly what stands out to someone reviewing hundreds of applications. The edge was never "having a cover letter" — it was having one that says something a form can't, backed by something the reviewer can actually check.

The problem isn't that AI wrote it — it's that nothing in it is checkable

A cover letter that says "I am deeply committed to contributing to Singapore's economic growth and integrating fully into its society" isn't wrong, exactly. It's just unfalsifiable — there's nothing in that sentence a reviewer can verify against your documents, and every applicant who ran a similar prompt through an AI tool produced some close variation of the same sentence.

The letters that actually add value do the opposite: they point at something specific and verifiable. "I've volunteered with [organisation] since 2023, alongside my role at [employer]" is checkable against a letter or record. "My income grew from S$X to S$Y over three years in [sector]" is checkable against your payslips and tax records already in the file. A cover letter's whole job is to explain context the form can't show — not to restate sentiment the form already implies.

What tends to read as AI-generic (whether or not AI was involved)

None of these are automatic disqualifiers, but they're the patterns that make a letter forgettable rather than persuasive:

• Broad, values-based statements with no specific evidence attached — commitment, passion, integration, gratitude, stated without anything pointing to a document that backs it up
• A structure that mirrors the application form — restating your job title, salary, and family status in prose instead of adding something the form doesn't already say
• Uniform paragraph lengths and transitions — a stylistic tell more than a substantive one, but combined with generic content it reinforces the impression
• No mention of anything that needed explaining — every applicant has something a form doesn't fully capture (a career gap, a recent move, an unconventional family situation). A cover letter that explains nothing specific to your case is a missed opportunity, not a safe default

The honest case for and against using AI here

We're not going to tell you AI tools are the problem — used well, they're genuinely useful for structuring a first draft, checking grammar, or getting past a blank page. The issue is using AI output as the final product without anchoring it to your actual documents. A cover letter drafted with AI assistance and then edited to reference your specific, verifiable circumstances is a completely different thing from a cover letter generated once and submitted as-is.

The test worth applying to every sentence in your draft: could I point to a document in my application that supports this claim? If not, either find the supporting document, cut the sentence, or rewrite it around something you can actually evidence.

What we do differently

This is the specific principle behind how we approach cover letter drafting: we don't write forward-looking or aspirational statements that aren't backed by something in your uploaded documents. If a claim in your letter can't be traced to evidence already in your file, we flag it rather than let it stay as filler. It's a slower way to write a cover letter than asking an AI tool for one paragraph and pasting it in — but it's also the version that still says something distinctive once every other applicant has done the fast version.

This article is general information and reflects our own approach to cover letter preparation, not a claim about how ICA scores individual applications — ICA's assessment process and weighting are not publicly disclosed. EasySGPR helps you draft and review a cover letter grounded in your actual supporting documents; we don't guarantee outcomes.