Four data categories
People Profiles
Professional identities, employment history, skills, education, and career trajectory
600M+ records · 200+ countries
Company Data
Industry classification, headcount, hiring signals, headquarters, and descriptions
200M+ records · all major markets
Creator Profiles
YouTube, TikTok, and Instagram — subscriber counts, engagement, categories, contact
1B+ profiles · YouTube, TikTok, Instagram
Reviews & Ratings
G2, Glassdoor, Capterra, Clutch — structured review data for intelligence and NLP
100M+ reviews · verified sources
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Data at a glance
600M+
People profiles
200M+
Company records
1B+
Creator profiles
100M+
Reviews & ratings
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AI SDR Platforms
People and company data for automated prospecting, personalisation, and AI-driven outreach sequences
Sales Intelligence
LinkedIn profiles and company data as a full enrichment layer for account intelligence and CRM tools
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Candidate profile data for sourcing engines, skills-based matching, and AI-powered recruiting tools
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Normalised pricing and availability data across 19+ OTAs and brand sites. One schema, all sources
Reviews Intelligence
Competitive Intelligence
Monitor competitor ratings, review trends, and sentiment shifts across G2, Glassdoor, and Capterra
Voice of Customer
Structured review data for NLP, sentiment modelling, and product intelligence at scale
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Track employer sentiment, interview experience, and culture signals across Glassdoor and Clutch
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600M+ people · 200M+ companies · 200M+ creator profiles
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Home›Datasets›HR & Employer Intelligence
HR & Employer Intelligence

Glassdoor employer reviews and ratings,
structured for workforce intelligence.

Structured employee feedback and employer review data from Glassdoor — covering company ratings, review text, interview experiences, job titles, and workplace sentiment. Built for HR teams, employer brand researchers, and workforce analysts.

Download Free Sample Book a Demo
No infrastructure needed
Custom subsets available
CSV, JSON, or API
Dataset at a glance
532K+
Employee reviews
1M+
Companies covered
25+
Fields per review
Data Freshness
Rolling updates · Last refresh Q4 2026
Download Free Sample Talk to Sales Contact us
No commitment required
Use Cases
Who buys this dataset
01

Employer Brand Monitoring

Track how your company and competitors are perceived by current and former employees. Monitor rating trends and sentiment shifts over time.

02

HR Analytics

Analyse employee feedback at scale to identify culture themes, management issues, and retention signals across departments or locations.

03

Competitive Benchmarking

Compare employer ratings, review sentiment, and workplace culture scores against competitors to inform talent strategy and positioning.

04

Recruitment Intelligence

Understand how candidates experience the interview process at target companies. Use interview review data to refine your own hiring approach.

05

Workforce Research

Study employment trends, job satisfaction patterns, and workplace culture across industries, company sizes, and geographies.

06

Investment Due Diligence

Assess employee sentiment and culture health at target companies as a qualitative signal in investment or M&A research.

Data Schema
What's in each record

Every record is structured and ready to join against your CRM, data warehouse, or enrichment pipeline.

 Glassdoor Company Reviews Dataset — field reference
FieldTypeDescriptionCoverage
review_idstringUnique review identifier100%
company_namestringReviewed company name99%+
review_titlestringReview headline written by employee93%+
review_textstringFull review body text90%+
overall_ratingfloatOverall company rating out of 598%+
review_datedateDate review was published97%+
job_titlestringReviewer's job title85%+
employment_statusstringCurrent or former employee80%+
prosstringWhat the reviewer liked about the company88%+
consstringWhat the reviewer disliked86%+
interview_experiencestringInterview process review where available40%+
company_urlstringGlassdoor company profile URL99%+

Coverage = percentage of records with that field populated. Download sample to inspect full schema →

Delivery
How we deliver

We work around your infrastructure, not the other way around.

📦
Full dataset

Complete records as a bulk file in your preferred format.

🔦
Custom subset

Filtered by any field in the schema.

🔄
Scheduled refresh

Weekly or monthly delta updates.

⚡
API access

Real-time access against specific identifiers.

Formats
Fits your existing stack

Delivered in whatever format your pipeline accepts.

🗃
CSV / TSV

Flat file for Excel, Python, or any data tool.

{ }
JSON / JSONL

Nested records for databases or pipelines.

☁️
S3 / GCS / SFTP

Direct drop into your cloud storage or warehouse.

FAQ
Common questions
How fresh is the data?
Updated on a rolling basis, last full refresh Q4 2026. Scheduled update packages are available to keep coverage current.
Can I get a subset rather than the full dataset?
Yes — most buyers take a custom subset. Tell us the filters you need and we’ll scope and price accordingly.
Is this data compliant to use?
Compiled from publicly available Glassdoor review data. All reviews are user-generated content publicly visible on Glassdoor.com. Buyers should consult their legal team on intended use cases.
How do I get a sample before committing?
We provide a free sample so you can inspect the schema, field coverage, and data quality before any purchase decision.
What’s the minimum purchase?
There’s no fixed minimum — we work with buyers from focused subsets through to full dataset licences. Contact us and we’ll scope what makes sense for you.

Ready to see what’s inside?

Download a free sample or talk to us about a custom subset for your use case.

Download Free SampleBook a Demo