Interview prep from the same job context

One application, one thread

After you complete an optimization against a posting, that CV + job text pair is the contract for what you told the company you are. Interview Lab generates prep from that same thread — so questions, risks, and practice prompts reflect the role you applied for, not a random “top 50 interview questions” list.

What Interview Prep produces (in the product)

When you generate Interview Lab prep on a run, you get structured outputs grounded in that run’s CV + posting (not a disconnected chat). At a high level, expect:

• Opening pitches — an all-around pitch plus HR-leaning and technical variants, written so you can rehearse aloud and trim to your natural voice.
• Likely questions — role-shaped prompts with why they show up, answer strategy, and optional anchors back to lines in your materials or the posting (so you can verify claims).
• Risk flags — skeptical interviewer reads, evidence tied to what you wrote, mitigations, and a short “next 24 hours” plan to tighten weak spots honestly.
• Quality readout — a compact confidence signal so you know when to trust the prep as a first draft vs. when to re-run after improving the CV/posting pair.

Practice mode (evaluated answers)

Practice is a separate step from prep generation: you answer a suggested question in your own words, and the product returns structured feedback (strengths, improvements, a tighter rewrite suggestion, and a follow-up probe). Credits and daily limits for practice are summarized below.

What you still have to do

AI guidance is not a substitute for verifying facts, practicing aloud, and tightening stories against your real experience. Use outputs as structured drafts you refine — especially for claims about impact and ownership.

Credits and expectations

Interview Lab prep consumes credits per generation; practice consumes credits per evaluated answer. Starter credits let you try the flow before you buy a pack. Account-level daily caps can still apply for fair use. See pricing for current credit costs, packs, and limits.

Where to start in the product

Run an optimization from /optimize, then open Interview Lab from that run when you are signed in. The platform overview explains the sequence end-to-end.

Related: Tailoring your CV · ATS checklist