How to use AI for your job search, one listing at a time

Job searching is mostly reading. Listings that all sound the same, company pages that don’t say much, and the same cover letter rewritten forty times. The decisions are yours, but most of the hours go to busywork an AI assistant can take off your plate.

These five Shortcuts start that work from the job listing you have open, on LinkedIn, Indeed, or a company’s careers page. Each one hands Muse the page, so you never copy and paste the job description.

1. Decide if it’s worth applying

Before you spend an evening on an application, run Evaluate this job. Tell it what you’re looking for, like “remote, product, $120k or more,” and Muse reads the listing for what the role really involves, estimates the pay range when the listing hides it, and flags red flags in the wording, the reviews, or recent news. It ends with a plain verdict: apply, maybe, or skip.

Evaluate this jobSee how well this job fits you, what it really pays, and any red flags.

2. Research the company

Recruiters can tell who looked the company up and who didn’t. From the listing or the company’s site, Research this company gets you what it does, who runs it, how it makes money, how big it is, and any recent funding, layoffs, or controversies, with sources.

Research this companyDig deeper into the company on the current page.

3. Write a cover letter that sounds like you

Generic AI cover letters are easy to spot. Write a cover letter asks for your background in a sentence or two, then connects your real experience to what this listing asks for, in under 300 words. It’s told never to claim anything you didn’t give it, and to ask for your resume if it needs more.

Write a cover letterA specific, honest cover letter for this job, in your voice.

4. Prepare for the interview

Got the interview? Open the listing again and run Prep for this interview. Muse researches the company, gives you the ten questions you’re most likely to get for this role and what a strong answer covers, and suggests smart questions to ask back. Then it offers a mock interview, one question at a time.

Prep for this interviewLikely questions, company research, and stories to tell, for this role.

5. Find more jobs like this one

Found a listing you love? Find jobs like this has Muse search for similar open roles at other companies, matching the title, seniority, and location, and skips anything more than a month old.

Find jobs like thisSearch for similar open roles at other companies.

Make your resume match, too

Each application goes further when your resume speaks the listing’s language. See how to tailor your resume to any job description.

You stay in charge

Muse does the reading and drafting. You decide where to apply, and nothing is sent to an employer by these Shortcuts. Shortcuts you add from this site show their full instruction before you add them, and they wait for you to press Send in Muse until you choose otherwise.