Four data categories
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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+
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200M+
Company records
1B+
Creator profiles
100M+
Reviews & ratings
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Home›Datasets›Software Reviews & Market Intelligence
Software Reviews & Market Intelligence

2M+ verified G2 software reviews,
structured and ready to analyse.

Comprehensive review data from G2.com covering 120,000+ B2B software products. Includes full review text, ratings, reviewer profiles, product categories, and metadata — ideal for competitive intelligence, product benchmarking, and voice-of-customer analysis.

Download Free Sample Book a Demo
No infrastructure needed
Custom subsets available
CSV, JSON, or API
Dataset at a glance
2M+
Verified reviews
120K+
Software products
40+
Fields per review
Data Freshness
Periodic updates · Coverage through Q3 2026
Download Free Sample Talk to Sales Contact us
No commitment required
Use Cases
Who buys this dataset
01

Competitive Intelligence

Monitor competitor ratings, review trends, and sentiment shifts over time. Identify weaknesses in competing products through real user feedback.

02

Voice of Customer Research

Analyse what users praise and criticise about software products at scale. Extract structured insights without manual review reading.

03

Software Market Research

Map the B2B software landscape by category, rating, and user sentiment. Identify white space, crowded categories, and emerging players.

04

Lead Generation

Identify companies reviewing competitor products as a signal of active evaluation. Target accounts at the point of software purchasing decisions.

05

Product Benchmarking

Compare your product's ratings and review themes against competitors across specific feature dimensions and user segments.

06

Investment Due Diligence

Assess software company reputation and product quality through aggregated user sentiment before investment or acquisition decisions.

Data Schema
What's in each record

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

 G2 Software Reviews Dataset — field reference
FieldTypeDescriptionCoverage
review_idstringUnique review identifier100%
product_namestringName of the reviewed software product99%+
product_urlstringG2 product page URL99%+
product_categorystringSoftware category classification95%+
review_titlestringTitle of the user review95%+
review_textstringFull body of the user review93%+
overall_ratingfloatStar rating out of 599%+
review_datedateDate review was published98%+
reviewer_namestringReviewer display name90%+
reviewer_companystringReviewer's company where disclosed65%+
product_strengthsstringWhat the reviewer liked85%+
product_limitationsstringWhat the reviewer disliked82%+

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?
The dataset covers reviews through Q3 2026. Periodic update packages are available to keep coverage current with new reviews.
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 G2.com review data. All reviews are user-generated and publicly visible on G2.com.
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