Calibrd AI

Stop applying blind. Compare LinkedIn jobs, save roles, know your shortlist chances & ace interviews. Built by a hiring manager. Would a hiring manager pick your resume (CV) for this job?

That is the question worth answering before you spend a week on an application, and almost nothing answers it honestly. Calibrd does. Open a job on LinkedIn, click Get the verdict next to Apply, and about a minute later the side panel holds the shortlist read an experienced hiring manager would give you on this exact posting: whether you would make the shortlist, what would get you passed over, and what to fix before you send it.

Calibrd was built by a hiring manager. Xiaochen Guo spent a decade leading engineering including Microsoft Gaming, logged over 500 interviews from the hiring side, and decided which resumes made the shortlist. Only 5 to 10 percent of them did. He knows what the other 90 percent had in common, and now your shortlist tells you before you apply, including when a job is not worth your week.

Hiring is a funnel. Calibrd raises your odds at each stage and gives you the honest read even when that costs us the sale, because a shortlist saying "this one is not worth your week" is the whole point.

🎯 WOULD YOU MAKE THE SHORTLIST? ● The verdict in plain words: a strong match, a good match with minor gaps, or a stretch still worth a sharp application. With the single biggest reason you would get passed over. ● Where they'll push back: the scope, ownership and seniority you are short on, each with a way to close it and a resource to read. ● A fit score out of 100 underneath, if you want the number. The verdict comes first, because a number on its own never told anyone what to do next. ● Underneath, the rest of the read: your resume's ATS and recruiter-skim scores when you add one, the interview rounds, their likely questions, the pay benchmark and the company snapshot.

🚀 PREPARE Prepare opens this job in your workspace on calibrd.com: coaching on your drafted answers, a Resume studio (ATS and recruiter skim, line-by-line edits, export), and a voice mock interview where an AI interviewer asks the questions out loud and tells you whether you would have advanced. Those tools live in the workspace, not in the LinkedIn panel. Your first mock is free.