How we source & write the question bank

This page documents the process behind every question, answer, and guide on MockStar. We publish it because interview advice is only useful if you can judge where it came from.

How questions are chosen

The bank covers behavioral and situational questions — the "tell me about a time" and "what would you do if" categories. Questions are selected from widely published recruiter question lists, university career-center guides, and hiring-manager playbooks, then rewritten and expanded with role-specific variants for software engineering, product management, data, and marketing. The interview questions themselves ("Tell me about a time you failed") are industry-common prompts that no single source owns; the explanatory text around them is always our own.

Each question is tagged with a difficulty, a set of roles, and a frequency tier. The frequency tiers are editorial judgment based on how often these questions appear across recruiter and career-center sources — they are not measured usage data.

How sample answers are written

No open-licensed source provides per-question example answers at any useful quality, so every sample answer on MockStar is an original work made for this site. The pipeline:

  • AI-assisted drafting. A first draft is generated against a written spec: first person, a clear situation-to-result arc, concrete outcomes, interview-realistic length.
  • Human review of every question. Each draft is reviewed and edited by a human before publication: factual plausibility, tone, internal consistency with the question's common-mistakes list, and whether the answer would actually hold up under follow-up probing.
  • Consistency checks. Common mistakes and follow-up questions are cross-checked against the sample answer so the page teaches one coherent approach.

As of the latest update, 150 of 150 questions in the bank are marked source: 'original' with no third-party text reproduced. Found an answer that reads wrong? Tell us at [email protected] — corrections are republished with priority.

Sourcing & licensing rules

When the bank adapts material from third-party sources, the adaptation is recorded per-question in the data (source / sourceRef fields) and attributed on the licenses page. The rules:

  • Permissive licenses only. MIT or CC BY material may be adapted with attribution. CC0 material is used only when its provenance is clean.
  • ShareAlike and copyleft are excluded. CC-BY-SA and GPL-licensed content is never adapted — those clauses are incompatible with a commercial content site.
  • No license means hands off. Repositories and pages without an explicit license are treated as all-rights-reserved: at most a starting point for finding industry-common questions to rewrite ourselves.
  • No scraping. Interview experiences on Glassdoor, Reddit, Blind, and similar platforms are off-limits — their terms of service forbid it, and unattributed personal stories are not ours to republish.

Corrections

Interview advice ages, and mistakes slip through review. If you spot an error — a dated convention, an implausible claim, a broken template — email [email protected] with the page URL and what looks wrong. We correct and redeploy rather than defending stale text.