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Social Intelligence

Glassdoor Review Signals

7-dimension sentiment analysis from employee reviews. Track culture, management quality, compensation satisfaction, CEO approval, and business outlook across 2M+ companies.

2M+

Companies Covered

7

Sentiment Dimensions

Monthly

Refresh Cadence

6+

Signal Subtypes

Social Intelligence6+ subtypes · Monthly refresh

What Are Glassdoor Review Signals?

Glassdoor review signals classify recent employee reviews into themes like leadership complaints, compensation dissatisfaction, poor work-life balance, culture praise, growth opportunities, and retention concerns. Each signal aggregates reviews from the past 30 days that share a theme and includes the company's full rating profile: overall score plus culture, management, compensation, career growth, work-life balance, CEO approval, and business outlook.

The dimensional detail matters because star ratings hide specifics. A company can score 3.6 overall while management sentiment collapses, exactly the pattern that precedes executive turnover and new-vendor evaluation. Autobound covers 2M+ companies and refreshes monthly; declining management scores plus rising hiring velocity is one of the strongest organizational-change combinations in the dataset.

Example Signal Subtypes

glassdoorConsistentLeadershipComplaintsglassdoorCompensationDissatisfactionglassdoorPoorWorkLifeBalanceglassdoorHighCulturePraiseglassdoorGrowthOpportunitiesglassdoorTalentRetentionConcerns

Data Schema

Glassdoor Signal Data Schema

Glassdoor signals include multi-dimensional sentiment scoring, review volume trends, and extracted themes from recent employee feedback.

glassdoor_reviews.schema.json
{
  "signal_id": "b5e12d78-4a9c-4f33-8e1b-7c3d6a890f12",
  "signal_type": "glassdoor-review",
  "signal_subtype": "glassdoorConsistentLeadershipComplaints",
  "detected_at": "2026-06-12T07: 45: 19Z",
  "association": "company",
  "company": {
    "name": "Turo",
    "domain": "turo.com",  // match on domain
    "linkedin_url": "linkedin.com/company/turo",  // or match on LinkedIn URL
    "industries": ["Software Development"],
    "employee_count_low": 501,
    "employee_count_high": 1000,
    "description": "Peer-to-peer car sharing marketplace..."
  },
  "contact": [],
  "data": {
    "summary": "Employees across departments describe senior leadership as disconnected from day-to-day operations",
    "detail": "Multiple recent reviews cite unclear strategic direction and decisions made without input from the teams executing them, a recurring theme across operations and support roles...",
    "relevance": 0.9,
    "confidence": "high",
    "sentiment": "negative",
    "competitors_mentioned": [],
    "technologies_mentioned": [],
    "overallCompanyRatings": {
      "overall_rating": 3.1,
      "work_life_balance_rating": 3.4,
      "culture_rating": 3.0,
      "management_rating": 2.4,
      "compensation_rating": 3.5,
      "career_opportunities_rating": 2.9,
      "ceo_approval": 0.41,
      "recommend_to_friend": 0.52,
      "business_outlook": 0.38
    },
    "total_reviews": 612,
    "recent_reviews_count": 14,
    "review_date_newest": "2026-06-08T08: 42: 35Z",
    "review_date_oldest": "2026-05-11T06: 36: 15Z",
    "job_titles": ["Operations Manager", "Customer Support Specialist", "Software Engineer"],
    "glassdoor_id": 953544,
    "glassdoor_url": "https://www.glassdoor.com/Overview/Working-at-Turo-EI_IE953544.htm"
  }
}
GCS Bucket
gs://autobound-glassdoor-company-v2/
Formats
JSONL · Parquet
Refresh
Monthly

Applications

What teams build with Glassdoor Review Signals

04 documented applications

  1. 01

    HR Technology & People Platforms

    Low culture, management, or work-life balance scores indicate companies that need employee engagement platforms, performance management tools, or workplace culture solutions.

  2. 02

    Recruiting & Talent Acquisition

    Companies with declining Glassdoor ratings struggle to attract talent. Recruiting platforms and employer branding services can reference specific sentiment dimensions in their outreach.

  3. 03

    Management Consulting & Training

    Poor management scores signal demand for leadership development, organizational design, and management training programs. These signals identify companies where the need is documented by employees.

  4. 04

    Competitive Displacement

    When your competitor's Glassdoor reviews mention poor internal tools or technology frustrations, their employees may be receptive to reaching out about alternatives.

Measured, Not Estimated

What's actually inside Glassdoor Review Signals

Volumes, subtypes, geography, and join-key fill rates audited directly from our production database, so you can verify coverage before you buy.

Measured coverageaudited from production · minimums, not ceilings
51,240
companies with fresh data / month
basis: 6-mo avg
189,919
records created / month
basis: 6-mo avg

Top subtypes

58 total
Glassdoor Compensation Dissatisfaction163K · 13%
Glassdoor Consistent Leadership Complaints160K · 12%
Glassdoor Growth Opportunities130K · 10%
Glassdoor High Culture Praise127K · 9.9%
Glassdoor Poor Work Life Balance122K · 9.5%
Glassdoor Cross Functional Collaboration Issues59K · 4.6%
Glassdoor Talent Retention Concerns57K · 4.4%
Glassdoor Learning Development Praise35K · 2.8%
🇺🇸United States55K · 32%
🇮🇳India15K · 9.0%
🇬🇧United Kingdom14K · 8.5%
🇨🇦Canada7.5K · 4.5%
🇦🇺Australia4.3K · 2.6%
🇸🇬Singapore2.9K · 1.7%
🇲🇾Malaysia2.2K · 1.3%
CA 16KNY 10KTX 8.3KFL 5.5KIL 4.3KMA 3.6K

Top industries

all industries
IT Services and IT Consulting6.2K · 3.7%
Hospitals and Health Care5.7K · 3.4%
Software Development5.5K · 3.2%
Financial Services4.0K · 2.4%
Retail3.0K · 1.8%
Advertising Services2.9K · 1.7%
Building Construction2.9K · 1.7%

Join keys

fill rate
Domain100%
LinkedIn URL77%
Company name100%
Records measured 1,280,117+Companies reached 168,384+Full schema & examples →

See the real records for yourself.

Real records from production, delivered to your inbox.

See full coverage & segmentation across all 35 signal types →

Worked Example

One signal, traced to outcome

One Glassdoor Review Signals record followed from detection, through the action a rep took on it, to the measured result. Illustrative composite of observed customer workflows.

01 signal → 02 action → 03 outcome

01

Signal detected

Turo's Glassdoor management score drops from 3.5 to 2.0 over two quarters, with reviews citing 'incompetent senior leadership' and 'out of touch management.'

02

Action taken

An HR tech vendor reaches out to Turo's CHRO:

Companies going through leadership transitions often invest in management development programs. Here's how we've helped similar teams rebuild trust.
03

Outcome

Meeting booked

Because the outreach addressed a documented organizational pain point with a specific, empathetic solution.

FAQ

Frequently Asked Questions

What are Glassdoor review signals?
Glassdoor review signals track employee sentiment trends across 7 dimensions: management quality, culture, compensation, work-life balance, career growth, CEO approval, and overall rating. Autobound monitors 2M+ companies and detects meaningful shifts in sentiment that indicate organizational challenges or opportunities.
How does Autobound detect Glassdoor review signals?
Autobound aggregates Glassdoor review data monthly and analyzes sentiment trends across 7 dimensions. Our models detect significant drops in category scores, extract recurring themes from review text, and emit signals when sentiment shifts cross configurable thresholds. Each signal includes the specific dimension affected and trend direction.
How should I use Glassdoor data in my outreach?
Use Glassdoor signals as a leading indicator of organizational change, not as a direct talking point. Declining management scores often precede executive turnover. Culture concerns signal internal tool frustration. Frame your outreach around the business challenge rather than citing reviews. 'Companies scaling at your pace often face X challenge' is more effective than 'Your Glassdoor reviews say Y.'

How It Works

From Raw Data to Your Stack

Autobound ingests from LinkedIn API, Glassdoor, GitHub, Reddit, G2, extracts structured signals with AI, and delivers them however your infrastructure needs.

01

Autobound Ingests

Raw data from LinkedIn API, Glassdoor, GitHub, Reddit, G2 is continuously collected and normalized across millions of sources.

02

AI Extracts & Scores

ML models extract 6+ signal subtypes with relevance scoring, confidence levels, and entity resolution.

03

You Receive

Structured JSONL delivered via your preferred method, updated on a monthly cadence.

REST API

Real-time access with subtype filtering

300 req/min

GCS Push

Automated delivery to your bucket

JSONL + Parquet

Enrich API

On-demand LLM-ranked insights

AI relevance scoring

Flat File

Bulk exports for data warehouses

CSV, JSON, Parquet
3 vendors consolidated
By consolidating three data vendors into Autobound's Enrich API, we added 100+ new signal types and saved 4 months of engineering time.

AiSDR Team

Engineering, AiSDR

Ready to License Glassdoor Review Signals?

Custom pricing based on signal types, delivery frequency, and volume. Full schema documentation and integration guides included.