Indeed Interview Insights Scraper (No API Key)

Scrape Indeed company interview insights into clean JSON — no API key, no login. Give it any company's Indeed interview page (or a plain slug) and get a structured per-company interview snapshot: overall interview difficulty, typical process duration, candidate experience sentiment (each with response counts), and sample interview questions with job title and location. Built for developers, data analysts, recruiters, and AI/RAG pipelines that need company interview intelligence in bulk — pay per result, no subscription.

Reliability: requests use Chrome TLS impersonation over residential US proxies with per-request session rotation to clear Indeed's anti-bot walls.

⚡ Quick start

Paste this into the Actor's Input (JSON view) and hit Start:

{
  "companies": ["Amazon.com", "Walmart"]
}

Each result row looks like:

{
  "company": "Amazon.com",
  "companyUrl": "https://www.indeed.com/cmp/Amazon.com/interviews",
  "overallDifficulty": "MEDIUM",
  "difficultyResponses": 4128,
  "typicalDuration": "About a week",
  "experienceSentiment": "FAVORABLE",
  "experienceResponses": 3902,
  "sampleQuestions": [
    {
      "answer": "Tell me about a time you had to make a decision without all the information you needed.",
      "jobTitle": "Warehouse Associate",
      "location": "Phoenix, AZ",
      "date": "2024-11-03"
    }
  ]
}

Or run it from the API:

POST https://api.apify.com/v2/acts/jamhimself~indeed-interview-insights-scraper/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN

What you get

One dataset row per company, with these fields:

Field	Description
company	Indeed company slug (e.g. Amazon.com)
companyUrl	Direct URL to the company's Indeed interviews page
overallDifficulty	Reported interview difficulty (e.g. EASY / MEDIUM / HARD)
difficultyResponses	Number of candidate responses behind the difficulty rating
typicalDuration	How long the interview process usually takes
durationResponses	Number of responses behind the duration figure
experienceSentiment	Overall candidate interview experience sentiment (e.g. FAVORABLE)
experienceResponses	Number of responses behind the experience sentiment
sampleQuestions	List of reported interview questions, each with answer, jobTitle, location, date
sampleQuestionCount	Count of sample interview questions returned

Use cases

• Competitor hiring intelligence — track interview difficulty and candidate sentiment across rival employers.
• Recruiting and sourcing prep — see the real interview questions candidates report before you build screens or coach applicants.
• Talent market research — compare interview experience and process duration across companies and industries.
• LLM / RAG knowledge feed — pipe structured interview Q&A and difficulty signals into a retrieval or agent workflow.
• Interview dataset building — assemble a bulk dataset of company interview questions, durations, and sentiment scores.
• Employer brand monitoring — watch how a company's interview experience sentiment trends over time.

Input

Param	Type	Description
startUrls	array	Indeed company interview pages. Prefilled example: https://www.indeed.com/cmp/Amazon.com/interviews
companies	array	Alternative: plain Indeed company slugs, e.g. Amazon.com

Provide either startUrls, companies, or both.

{
  "startUrls": [
    { "url": "https://www.indeed.com/cmp/Amazon.com/interviews" }
  ],
  "companies": ["Google", "Microsoft"]
}

Pricing

Pay per company delivered. No subscription.

Part of the Employer Intelligence suite. If this actor saves you time, a quick review on the Apify Store really helps.