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Interview Prep Pack API

What it does

Interview Prep Pack generates tailored interview questions from a job title and resume content. Send a candidate profile and the role you are hiring for, and it returns a set of interview questions with target answers aligned to the experience in that resume.

Use it when you want interview loops grounded in the actual background on the page, not a generic question bank. The output is a questions array, and each item includes a category, the question to ask, and a targetAnswer that highlights what a strong response should cover.

That makes it useful for recruiters, hiring managers, and internal talent teams preparing structured interviews, screening calls, or role-specific question sets. You can generate prep material for technical, behavioral, or domain-focused interviews by varying the jobTitle and the resume text you provide.

Interview Prep Pack is a good fit when you need consistent prep packs across many candidates while keeping the questions tied to the specific role and background.

POST
Generate a tailored interview prep pack
https://api.eu.apyhub.com/namastesumalya/generate-a-tailored-interview-prep-pack

QUICKSTART

GUIDE

Quickstart

Send your resume content and target job title to generate a tailored interview prep pack.

curl -X POST "https://api.eu.apyhub.com/namastesumalya/generate-a-tailored-interview-prep-pack" \
  -H "apy-token: $APY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "resumeContent": "Resume content to analyze...",
    "jobTitle": "Senior Cloud Architect"
  }'

What you'll get back

Returns a JSON object with a questions array. Each item in the array is an object with category, question, and targetAnswer string fields.

{
  "questions": [
    {
      "category": "Technical",
      "question": "Can you walk through the architectural decision-making process for choosing Lambda over EKS for this scale?",
      "targetAnswer": "Should discuss cold starts, concurrency limits, and cost-benefit analysis vs serverless."
    }
  ]
}
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About this endpoint

What it does

Generates a tailored interview prep pack from the provided resume content and job title. The response returns a JSON object containing a questions array of interview-question objects.

Request Body

ParameterTypeDescription
jobTitleStringThe job title to tailor the prep pack for.
resumeContentStringThe resume content to analyze for generating the questions.

Response

Returns a JSON object with a questions array field. Each item in questions is an object with category, question, and targetAnswer string fields.

ParameterTypeDescription
questionsObject ArrayThe generated interview questions. Each object includes:
- category: question category
- question: the interview question text
- targetAnswer: a suggested answer focus
▣ COMMON ERRORS

Errors any endpoint can return

400bad_request

Required parameter missing or malformed body.

401unauthorized

API key missing, revoked, or not authorized for this service.

429rate_limited

Your plan's per-second rate exceeded. Retry with exponential backoff.

503upstream_busy

Backend temporarily unavailable. Try again in a few seconds.

Similar APIs

Closest matches in the catalog based on this service.

CALLJob Description Generator APISumalya APIsCALLResume Screening APISumalya APIsCALLSkill Based Resume Screening APIDosvak LLCCALLJob Description Generator APISharpAPI

From the blog

Reads that touch this API.

7 AI Hiring APIs to Automate Recruitment, From Job Post to Offer (2026)Aug 5, 2026Top 5 Free AI Resume Parsers for Recruiters in 2025Sep 10, 2026AI-Powered HR APIs Transforming Recruitment in 2026Jul 9, 2026Resume Parsing API: When You Need a Parser and When You Need a PipelineSep 10, 2026