Interview prep calibrated to the job you're actually applying for

Paste a job link. Calibr researches the company, breaks the role into the sections you'll be interviewed on, drills you question by question with scored feedback, and tracks your weak spots across sessions.

Works for any role — not just engineering.

How it works

  1. 1

    Paste the job

    Drop in a job link and Calibr fetches the posting itself — it reads the page, not the URL, so it names the real employer even through an applicant-tracking host. No link? Describe the role in a sentence.

  2. 2

    It researches and decomposes

    Calibr researches the company, then breaks the role into the sections you'll actually be interviewed on — and calibrates question difficulty to the seniority in the posting.

  3. 3

    You drill, it grades

    Question by question, with a score out of 10 and structured feedback: what landed, what was missing, how to make the answer complete. Re-answer as many times as you want.

What you get

Live voice mock interviews

A hands-free spoken interview that follows up on what you actually said, not a script. Ask it to interview you on any topic straight from the home page.

Weakness tracking across sessions

Per-section averages over time, a radar chart of where you're strong, and a banner in the workspace pointing you at your weakest area.

Company briefing

What the company does, how they interview, tips, and talking points you can use — researched before your first question.

Flashcards and lightning rounds

Capture any question into a named deck and run rapid-fire playback later, including out loud.

Your choice of model

Run answers through the flagship models from multiple providers, with per-call cost tracked so nothing runs away from you.

Session review and export

Every session ends with a summary you can read back or export — scores, feedback, and the answers you gave.

Questions

Is Calibr only for software engineering interviews?
No. Calibr decomposes whatever role you give it, so it works the same way for product management, marketing, operations, finance, nursing, field and trade roles, and research positions. The sections it drills you on come from the job description, not from a fixed engineering syllabus.
How is this different from a list of interview questions?
The questions come from your specific posting and are calibrated to its seniority, and every answer is graded with feedback on what was missing. Calibr also remembers your weak areas across sessions and steers later practice toward them.
Do I need a job posting to start?
No. A job link makes setup automatic, but you can describe the role in a sentence, or ask for a spoken interview on any topic without creating a project at all.
Can I practise out loud?
Yes. Voice mode runs a real spoken back-and-forth — it asks, you answer, it follows up — and lightning rounds play your flashcard decks aloud for hands-free review.

Interview questions by role

Free question sets covering what each role is actually assessed on, and what separates a strong answer from an adequate one.

Browse all roles →

Start with your next interview

Bring the posting you're preparing for and be in a graded session in under a minute.