Product
Cover Letter Tailor
For job seekers staring down the 'Optional' cover letter field on their 40th application this week. Paste the job description plus your resume bullets, get back a tailored one-page cover letter that echoes the JD's own language and points every claim back to a real bullet you gave us. No generic 'Dear Hiring Manager, I am writing to express my interest' opener, no invented metrics, and the current recruiter red-flag AI vocabulary stripped out.
About this tool
What does cover letter tailor do?
For job seekers staring down the 'Optional' cover letter field on their 40th application this week. Paste the job description plus your resume bullets, get back a tailored one-page cover letter that echoes the JD's own language and points every claim back to a real bullet you gave us. No generic 'Dear Hiring Manager, I am writing to express my interest' opener, no invented metrics, and the current recruiter red-flag AI vocabulary stripped out.
How does Cover Letter Tailor work?
Paste the job description, paste your resume bullets, pick a tone, and optionally paste a writing sample you wrote naturally (a Slack message, an email, a paragraph). One AI pass extracts 3 to 5 distinctive phrases from the JD, weaves each one exactly once into a tailored one-page letter, and points every claim in the letter back to a specific bullet you gave us. You get the letter in markdown, a receipts panel showing which bullet backs which paragraph, a short list of quantify-gap questions where your bullets are missing numbers, and a strip-log of any red-flag AI phrases the model caught itself using.
How is this different from just asking ChatGPT for a cover letter?
A freeform ChatGPT prompt happily invents numbers, hallucinates projects you never worked on, and defaults to the exact 2025-2026 AI lexicon recruiters now flag on sight (delve, showcase, meticulous, testament, pivotal, hit the ground running). Cover Letter Tailor runs a single structured pass with three guardrails: a no-invention rule that ties every claim to a bullet you actually pasted, a JD phrase-echo that grounds the letter in the employer's own wording, and an AI-tell strip that removes the current recruiter red-flag vocabulary. You also get receipts, so you can verify nothing was made up before you send.
Do you invent achievements, projects, or metrics I did not give you?
No. Every paragraph in the letter is tied to a specific resume bullet you pasted, and the receipts panel shows the exact verbatim slice from your bullets that backs each claim. If a bullet has no number attached, the tool does not fabricate one; instead it emits a quantify-gap question ('Roughly how many hours per week did that GraphQL migration save the team?') that you can answer to add a real metric on the next run.
Does it work if I don't have a resume file to upload?
Yes. There is no file upload. You paste your resume bullets directly into the form as plain text (one bullet per line, or as a block). That is all the tool needs to ground every claim, and it means the letter can only cite work you actually did, since there is no other source of truth about you in the run.
Will recruiters know it's AI-written?
The letter is written to survive the current recruiter red-flag pass. The AI-tell strip removes the banned opener ('I am writing to express my interest'), the banned closer ('Thank you for your time and consideration'), and the top lexical tells (delve, showcase, meticulous, testament, pivotal, realm, cutting-edge, hit the ground running). On the deep tier, if you paste a writing sample, the model also matches your cadence, sentence-length variance, and contraction use, so the letter reads in your voice instead of a generic AI voice.
How much does it cost per letter, and do I need a subscription?
There is no subscription. You spend tokens per run: 15 produde tokens for the Quick tier and 30 for the Deep tier. Tokens are a prepaid platform credit you buy once and spend across any produde tool, so you pay per letter instead of a monthly fee. If a run fails, the full token cost is refunded to your wallet automatically.
Which tier should I pick, Quick or Deep?
Pick Quick (15 tokens) for volume: your 40th application of the week, roles you are lukewarm on, or when you just need a defensible letter fast. Pick Deep (30 tokens) when the job actually matters and you paste a writing sample; the deep tier weaves all 5 JD phrases (not 3), matches your writing voice against the sample, strips the full AI-tell vocabulary, and asks sharper quantify-gap questions where your bullets are missing numbers.
What is the JD phrase-echo?
The tool reads your pasted job description and pulls 3 to 5 distinctive phrases in the JD's own wording (noun phrases and skill claims, not generic verbs), then weaves each one into the letter exactly once, paired with a resume bullet that backs it. This is the single biggest lever in a tailored letter: it proves to the recruiter (and the ATS keyword pass) that you read the actual JD, and it grounds every skill claim in something you have already done.
What does it cost?
From 15 tokens. Pick a tier on the form above. Produde tokens are a prepaid platform credit; buy them once and spend on any tool.
Do I pay if a run doesn't complete?
No. You only pay for results. If a run can't finish, its full token cost stays in your wallet automatically.
Is my data stored?
Your input and the run output are saved to your account so you can browse history. They are not sold, shared with advertisers, or used to train shared models. See privacy for details.