How the preparation is built
This is an AI-assisted workflow using a curated method and real sources — not a separately trained model, and not a guarantee of any hiring outcome.
The five steps
Decode the round
We work out what this specific round tends to test, and say so plainly when the format is unknown.
Map role competencies
We turn the job description into the competencies and scenarios an interviewer is likely to probe.
Check against your facts
Every tailored claim traces back to something in your resume. We never invent employers, dates or numbers.
Research real sources
We run live research per situation and cite source categories, so preparation reflects how interviews actually run.
Evaluate your answers
In the mock, each answer is scored against explicit criteria with a quoted detail and one concrete improvement.
Five inputs behind every prep
Round & company purpose
What this round tends to test and, where a source exists, how this company runs it.
Job-description scenarios
The responsibilities in the JD, turned into realistic situations you may be asked about.
Evergreen role situations
Durable questions that recur for the role, regardless of company.
Your evidence gaps
Where your resume is thin for this job, so you can prepare an honest answer.
Approved interview reports
Where permitted reports exist, incorporated with provenance — never proprietary or confidential material.
If a source class is unavailable, we say so and use the other inputs. A company’s name alone never authorizes us to invent its hiring process. Coverage depth varies by field; each prep is labeled “curated sources” or “general preparation”.