Optional analytics

With your permission, analytics help us understand page visits, clicks, form progress, engagement, and technical errors. On selected public pages, Microsoft Clarity also provides a masked session replay. We mask all text and form entries. These tools are optional, and you can withdraw permission at any time. See our privacy policy.

Free tool · Candidates

Resume-to-Interview Prep Pack

Paste your resume and a target job description to get a requirement-by-requirement evidence map, relevant practice questions with follow-ups, and real experiences worth preparing.

We couldn't confirm this tool's live status. Typical limits are shown below — you can still try generating.

AIIA sends what you paste below to an AI model provider to generate this result. We don't save a report by default. The provider's own data retention policy applies to processing. Delete phone numbers, emails, and addresses from your resume before pasting.

You get 5 free generations per day, shared across all free tools (resets at 00:00 UTC). We couldn't confirm this live — the number shown is the default.

0 / 16,000

Minimum 40 characters. Delete contact details (phone, email, address) before pasting — only the experience matters here.

0 / 16,000

Minimum 40 characters.

Example output

Synthetic example — illustrates the structure only, not a real generated result.

Resume-to-Interview Prep Pack

Role summary

A mid-level backend role centred on API design, data pipelines, and on-call ownership for a payments service.

Requirement-by-requirement evidence

1. Experience building production REST APIs

  • Status: Supported by resume
  • Resume excerpt: "Designed and shipped REST APIs for the checkout service."
  • Note: Directly stated, naming a specific service.

2. Experience with distributed tracing / observability

  • Status: Not provided in resume
  • Note: The resume does not mention tracing or observability tooling. This does not mean the candidate lacks the skill — only that it wasn't described.

Interview questions to prepare

  1. Walk me through how you designed the checkout service's API.
    • Tests: Experience building production REST APIs
    • Useful follow-up: What would you change about that design today?

Experiences worth preparing

  1. Designed and shipped REST APIs for the checkout service.
    • From your resume: "Designed and shipped REST APIs for the checkout service."
    • Prepare: Be ready to describe a specific design decision and the trade-off behind it.

Preparation gaps

  • No mention of observability/monitoring tooling — worth preparing a brief answer even if not on the resume.

This is a synthetic example for illustration — not a real generated result.

How this works

Paste your resume and a target job description. The tool reads the job description for its requirements and checks your resume for an exact quotation supporting each one — those quotations, their evidence labels, and the preparation prompts built from them are checked against your submitted resume text before being shown. The role summary, practice questions, and gap/clarification notes are the model's draft based on your input — review them the way you would any AI-assisted draft, not as verified fact.

Limitations

  • This is not an ATS score, a hiring prediction, or a guarantee of the real interview questions.
  • A requirement marked "not provided" means no matching quotation was found in your resume — it is not proof you lack that skill.
  • Resume excerpts and evidence labels are checked against your submitted text; the role summary, questions, and gaps are the model's draft and are worth reviewing, not verified fact.
  • Results are not saved on our servers by default and are not indexed or shared publicly.

Frequently asked questions

More free tools

Recruiters and hiring managers

Interview Kit Generator

Paste a job description to get a competency list, a timed interview outline, questions with follow-ups, and a behaviour-anchored scorecard — an editable draft, not a validated assessment.

Open tool →
Recruiters

Boolean Search Builder

Build a broad and a narrow Boolean search from a role title, skills, and exclusions — with a deterministic query compiler for Google X-ray and LinkedIn search, and optional job-description suggestions to review.

Open tool →

Read the guide: How to use this tool →