Glassdoor Reviews Scraper (No Login)

Scrape Glassdoor employee reviews as clean structured JSON without a Glassdoor account - overall rating, the six sub-ratings (work/life balance, culture and values, diversity and inclusion, career opportunities, compensation and benefits, senior management), recommend to a friend, CEO approval, business outlook, review title, pros, cons, advice to management, job title, employment status, current or former employee, years at the company, location, date, helpful votes and the employer's reply. Each company also gets a rating summary: overall and sub-rating averages, review counts, recommend / CEO approval / outlook percentages, the CEO, the star distribution of every rating and reviews in the last 7 and 30 days.

What you get - read this first

Glassdoor shows visitors who are not logged in only the first page (3 reviews) of each sort order and filter; every deeper page asks for a sign-in. This Actor reads the public pages only: for each company and filter set it walks the other sort orders and each star rating and merges the distinct reviews, which gives up to 25 reviews per company per filter set (usually 15-25 for large employers). It does not return a company's full review history.

To reach more reviews of the same company, add job titles: each job title is its own filter set with up to 25 more reviews. Changing the order, star rating, keyword, topic, employment status or language also reaches different reviews.

Good for: a fresh snapshot of what employees say, the company rating summary at scale (thousands of companies), employer-brand monitoring, and role-specific sentiment. Not for: downloading all reviews of one company.

Features

• Any company input - a Glassdoor company URL, the employer id (9079) or a company name (matched with Glassdoor's company search).
• Filters - order (most recent, most helpful, highest, lowest rated), star rating, job titles, keyword, topic (compensation, culture, career development, management, work/life balance, diversity and inclusion), employment status, review language, current employees only.
• Full review data - every rating and sub-rating, pros, cons, advice, job title, employment status, tenure, location, date, helpful / not helpful votes, featured flag and the employer's reply with its date.
• Company summary - the COMPANIES record per company: name, logo, website, industry, sector, headquarters, size, overall and sub-rating averages, rating distributions, recommend / CEO approval / business outlook percentages, the CEO, review counts and reviews in the last 7 and 30 days.
• Deduplicated - the same company given twice (URL and id) is collected once; reviews found under several job titles are returned once.

Use cases

• Employer branding and HR analytics - track what current and former employees say, by role and location.
• Competitive intelligence - compare ratings, CEO approval and business outlook across companies in a sector.
• Investment research - employee sentiment and outlook as a signal, at scale.
• Recruiting - see what engineers or analysts say about a company before you pitch it.

Input

Field	Type	Default	Description
companies	array	Google	Glassdoor company URLs, employer ids or company names.
maxReviewsPerCompany	integer	25	Up to 25 per company and filter set.
sort	string	recent	recent, helpful, highest, lowest.
rating	string	-	Only this star rating ("1"-"5").
jobTitles	array	-	Each job title is its own filter set (up to 25 more reviews).
keyword	string	-	Only reviews mentioning this keyword.
topic	string	-	compensation, culture, career_development, management, work_life_balance, diversity_and_inclusion.
employmentStatus	array	full-time + part-time	full_time, part_time, contract, intern, freelance.
languages	array	English	eng, fra, deu, nld, por, spa, ita.
currentEmployeesOnly	boolean	false	Only current employees.

Example input

{
  "companies": [
    "https://www.glassdoor.com/Reviews/Google-Reviews-E9079.htm",
    "Bank of America"
  ],
  "jobTitles": ["software engineer", "analyst"],
  "sort": "recent",
  "maxReviewsPerCompany": 25
}

Output

One dataset item per review:

{
  "companyName": "Google",
  "employerId": 9079,
  "companySlug": "Google",
  "id": 105832357,
  "url": "https://www.glassdoor.com/Reviews/Employee-Review-Google-E9079-RVW105832357.htm",
  "title": "Great wellness perks overshadowed by office politics",
  "rating": 5,
  "workLifeBalance": 5,
  "cultureAndValues": 5,
  "diversityAndInclusion": 5,
  "careerOpportunities": 5,
  "compensationAndBenefits": 5,
  "seniorManagement": 5,
  "recommendToFriend": true,
  "ceoApproval": "approve",
  "businessOutlook": "positive",
  "pros": "Excellent wellness perks and health benefits. ...",
  "cons": "Office politics happened at the more senior level. ...",
  "advice": null,
  "jobTitle": "Technical Program Manager",
  "employmentStatus": "full_time",
  "isCurrentEmployee": false,
  "yearsOfEmployment": 6,
  "location": "San Francisco, CA",
  "date": "2026-10-02T22:14:11.313",
  "helpfulCount": 0,
  "notHelpfulCount": 0,
  "featured": false,
  "employerResponseText": null,
  "employerResponseDate": null,
  "employerResponderTitle": null,
  "view": "recent",
  "jobTitleFilter": null,
  "companyInput": "https://www.glassdoor.com/Reviews/Google-Reviews-E9079.htm"
}

view tells which public page the review came from (e.g. recent, helpful, recent_rating_1); jobTitleFilter is the job title filter set it was found under.

The key-value store also holds:

• COMPANIES - per company: company meta, the rating summary and, per filter set, how many reviews match on Glassdoor, how many were collected and which public pages were read.
• ERRORS - companies that returned no reviews (unknown company, no match for the filters, blocked) with the reason. These are not billed.

Pricing

$0.70 per 1000 reviews. You pay only for reviews delivered; failed companies are not charged.

Notes

• Public pages only, no login: up to 25 reviews per company per filter set (see above). publicLimitReached in the COMPANIES record shows when more reviews match than the public pages hold.
• A company name goes through Glassdoor's company search; for companies with common names a URL or employer id is the safest input.
• Dates are Glassdoor's review timestamps (ISO, no time zone).