No. Every guide is built from public hiring reports, candidate interview experiences, and our own research. We are not affiliated with the companies listed and do not use any confidential or proprietary materials.

We review and refresh guides on a rolling basis as hiring patterns change. Each card shows its last-updated date, and guides covering the most active companies (Google, Meta, OpenAI, Anthropic, Stripe, and others) are re-reviewed at least once a quarter.

Every guide contains real-world behavioral, technical, and (where relevant) system design or case study questions — organized by category, with tips, sample answer frameworks, and an FAQ specific to that role and company.

Yes. Each guide links into our AI voice mock interview, where you can practice the questions out loud with an AI interviewer and get scored feedback on your delivery and content.

We're continually adding new guides. If you can't find your company or role, the best starting point is a role-level guide (e.g. "Software Engineer" or "Product Manager") — it covers the behavioral, technical, and system design patterns that apply across companies. You can also practice any role directly in our AI mock interview without needing a dedicated guide.