AmbitionBox Company Benefits Scraper — Extract Employee Benefits Data from AmbitionBox.com

What does AmbitionBox Company Benefits Scraper do?

AmbitionBox Company Benefits Scraper extracts structured employee benefits data from AmbitionBox.com, India's leading employer review platform. It collects benefit categories, availability votes, and overall benefits ratings for any company listed on the site. The output is clean JSON, ready for analysis or integration.

Use it through the Apify Console, the Apify API, or MCP integration for AI agents (Claude, GPT, custom agents). Schedule runs to track how company benefits change over time.

Why scrape AmbitionBox company benefits?

• Employer benchmarking — Compare benefit offerings (health insurance, work from home, gym, child care, etc.) across companies.
• Recruitment strategy — Identify which benefits competitors offer and which gaps to fill in your own package.
• HR analytics — Measure employee sentiment on specific benefits through vote counts.
• Market research — Feed benefits data into consulting reports, investment analysis, or competitive intelligence.
• Career research — Help job seekers compare non-salary perks before they accept an offer.

How to scrape AmbitionBox benefits data

1. Go to the AmbitionBox Company Benefits Scraper page on Apify.
2. Select companies from the Popular Companies dropdown (175+ pre-loaded), type custom company slugs, or paste direct AmbitionBox benefits URLs.
3. Click Start to run the Actor.
4. Download the results in JSON, CSV, Excel, or HTML format from the Output tab.

Use via API

Call the Actor through the Apify API to integrate benefits data into your applications.

{
    "companySlugs": ["tcs", "infosys", "wipro"]
}

Use via MCP (for AI agents)

AI agents and tools (such as Claude, GPT, or custom agents) can call this Actor through the Apify MCP server. The MCP integration lets AI agents extract AmbitionBox benefits as part of larger workflows — for example, to compare employee perks across employers or answer questions about company culture.

Input

The Actor accepts these input parameters:

Parameter	Type	Required	Description
startUrls	array	No	Direct AmbitionBox benefits URLs (e.g. https://www.ambitionbox.com/benefits/tcs-benefits).
companySlugs	array	No	Select from 175+ popular Indian companies (TCS, Infosys, Wipro, Amazon, Google, etc.).
customSlugs	array	No	Type any company slug not in the popular list. The slug is the URL path segment (e.g. tcs from ambitionbox.com/benefits/tcs-benefits).

You must provide at least one company source (startUrls, companySlugs, or customSlugs).

Output

The Actor stores results in the default dataset. Each row is one benefit item with its vote counts and availability status. You can download the dataset in various formats such as JSON, CSV, HTML, or Excel.

Output example

{
    "id": "health_insurance",
    "companyName": "TCS",
    "companySlug": "tcs",
    "categoryName": "Health & Insurance",
    "benefitName": "Health Insurance",
    "available": true,
    "availableCount": 8542,
    "unavailableCount": 312,
    "notSureCount": 205,
    "totalCount": 9059,
    "overallBenefitsRating": 3.8,
    "url": "https://www.ambitionbox.com/benefits/tcs-benefits"
}

Data fields

Field	Type	Description
id	string	Unique benefit identifier on AmbitionBox
companyName	string	Company name
companySlug	string	Company URL slug
categoryName	string	Benefit category (e.g. "Health & Insurance", "Work-Life Balance")
benefitName	string	Specific benefit name (e.g. "Health Insurance", "Work From Home")
available	boolean	Whether the benefit is reported as available by the majority of voters
availableCount	number	Number of employees who reported the benefit is available
unavailableCount	number	Number of employees who reported the benefit is not available
notSureCount	number	Number of employees who were not sure about the benefit
totalCount	number	Total number of votes on this benefit
overallBenefitsRating	number	The company's overall benefits rating (out of 5)
url	string	Source page URL

How much does it cost to scrape AmbitionBox benefits?

The Actor uses pay-per-event pricing with two event types:

• company-search — One event per unique company you scrape (charged upfront).
• results-scraped — One event per benefit record saved to the dataset.

Check the Pricing tab on the Actor page for current per-event rates.

Example: A typical company has 30–50 benefit items across all categories. Scraping 10 companies produces roughly 300–500 records.

Tips for best results

• Start with one company — Run a single company first to review the output before you scale up.
• Use the Popular Companies dropdown — It covers 175+ well-known companies and is the fastest way to get started.
• Find any company's slug — Visit the company on AmbitionBox.com. The slug is the path segment before -benefits (e.g. tcs from ambitionbox.com/benefits/tcs-benefits).
• Combine with other Actors — Use the output alongside the AmbitionBox Salaries Scraper, Glassdoor, or Indeed scrapers for a complete employer profile.
• Schedule recurring runs — Use Apify's scheduling feature to track benefit changes quarterly or annually.

FAQ and support

Is it legal to scrape AmbitionBox? This Actor extracts publicly available data from AmbitionBox.com. Use the data responsibly and in compliance with applicable laws and the website's Terms of Service.

What companies can I scrape? Any company listed on AmbitionBox.com. The dropdown includes 175+ popular companies for convenience. You can scrape any other company by providing its URL or slug.

How do I find a company's slug? Go to the company's benefits page on AmbitionBox.com. The slug is the part before -benefits in the URL. For example, in ambitionbox.com/benefits/tcs-benefits, the slug is tcs.

What do the vote counts mean? Each benefit has three vote types: availableCount (employees who confirm the benefit exists), unavailableCount (employees who say it does not), and notSureCount (employees who are uncertain). The available boolean reflects the majority vote. Higher totalCount values indicate more reliable data.

Can I schedule recurring runs? Yes. Use Apify's scheduling feature to run the Actor on a weekly, monthly, or custom schedule. This is useful for tracking how company benefits evolve over time.

I found a problem or need a custom solution. Open an issue in the Issues tab on the Actor page. For custom scraping needs, contact the developer.