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
Browse all 18+ datasets → Request a free sample
Data at a glance
600M+
People profiles
200M+
Company records
1B+
Creator profiles
100M+
Reviews & ratings
Request a free sample Or get started free →
Extract
Extractor Marketplace
500+ pre-built extractors for any website. Point, click, run — no code required
REST API
Query any dataset or trigger any extractor programmatically. Full docs and SDKs
Deliver
Dataset Marketplace
Ready-made datasets. Download once or subscribe to scheduled refresh feeds
Integrations & Delivery
S3, GCS, SFTP, Zapier, webhooks. Data lands where you need it automatically
Need it done for you?
Managed Data Extraction
Tell us the website, the data fields, and the frequency. We handle everything — architecture, proxies, anti-bot, and delivery. Clean data on schedule, no platform required.
See Managed Extraction →
What we do
Any public website, any scale
Give us a target site and requirements. We extract, clean, and deliver structured data on a schedule you define — no infrastructure needed on your side
We handle the hard parts
Anti-bot bypass, CAPTCHA solving, browser fingerprinting, JavaScript rendering, proxy rotation, and schema design — all managed by our team
Delivered to your pipeline
Real-time API, scheduled files, or webhooks. Data lands in S3, GCS, SFTP, or your destination of choice — on the cadence you need
Dedicated account manager
A named person on every project. They handle onboarding, monitor delivery, and respond to issues the same day
Explore managed extraction → 💬 Message us on WhatsApp
How it works
1
Tell us your requirements
Target sites, data fields, delivery format, and refresh frequency. A 20-minute call is usually enough to scope.
2
We build and test
Our team builds the extractors, validates against your schema, and delivers a sample for your approval before going live.
3
Data arrives on schedule
Continuous delivery with monitoring. Your dedicated account manager handles any site changes or issues.
Get started
Book a discovery call 💬 Message us on WhatsApp
B2B & Sales
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
AI Recruiting Platforms
Candidate profile data for sourcing engines, skills-based matching, and AI-powered recruiting tools
AI & Model Training
Training data, RAG pipelines, and agent enrichment. Schema-consistent records ready for ingestion
Creator & Influencer
Influencer Marketing Platforms
Creator discovery, audience analytics, and campaign management tools built on YouTube, TikTok, and Instagram data
Creator Discovery Tools
Search and filter 200M+ YouTube channels and 100M+ TikTok profiles by niche, follower tier, engagement, and location
Creator Intelligence
Engagement benchmarks, subscriber growth trends, SEO scores, and contact emails across all major platforms
Travel Intelligence
Rate Parity Monitoring
Track hotel and airline pricing across OTA and direct channels. Detect parity breaches in real time
Competitive Rate Intelligence
Monitor competitor pricing across target routes and properties. Feed directly into revenue management systems
OTA Aggregation
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
Employer Intelligence
Track employer sentiment, interview experience, and culture signals across Glassdoor and Clutch
The data layer for AI platforms
For Platform Builders
Scale, fill rates, custom schema, and flat file delivery. Built for teams embedding structured data inside their own product.
600M+ people · 200M+ companies · 200M+ creator profiles
Platform types we work with
AI SDR Platforms
People and company data for automated prospecting and AI-driven outreach
AI Recruiting Platforms
Candidate profile data for sourcing engines and skills-based matching tools
Influencer Marketing Platforms
Creator profile data across YouTube, TikTok, and Instagram for discovery and analytics tools
Sales Intelligence Platforms
Enrichment layers, account intelligence, and buying signal tools for GTM teams
Signal Intelligence Platforms
Review and rating data signals for reputation, voice-of-customer, and buying-signal tools
See all platform use cases → Request a free sample
Why platform builders choose us
95%+
Average fill rate on core fields
50+
Fields per record
90day
Standard refresh cycle
$500
Per website build for managed extraction
Request a free sample View platform data page →
Learn
Blog
Data guides, use case walkthroughs, and product updates
Customer Stories
How teams at Oliver Wyman, CreatorIQ, and Fornova use our data
Build
Data Dictionary
Fields, real fill rates, and country coverage for every dataset
API Documentation
Full reference docs, endpoints, authentication, and code examples
Integrations
Connect to S3, GCS, SFTP, Zapier, webhooks, and more
Support
Help Centre
Documentation, how-to guides, and troubleshooting
Contact Us
Email, WhatsApp, or book a call with our team
WebAutomation
Pricing
Get started free
Home›Datasets›Business Reviews & Reputation Data
Business Reviews & Reputation Data

6K+ Trustpilot business reviews,
with TrustScores and full review text.

Structured review data from Trustpilot - every record pairs a company profile (TrustScore, review volume, website, categories) with an individual customer review: star rating, review title and body, reviewer country, and publish date. Built for reputation monitoring, competitive benchmarking, and customer-insight teams.

Download Free Sample Book a Demo
No infrastructure needed
Custom subsets available
CSV, JSON, or API
Dataset at a glance
6K+
Verified reviews
14
Fields per record
100%
With star rating
Data Freshness
Periodic updates - Coverage through Q4 2026
Download Free Sample Talk to Sales Contact us
No commitment required
Use Cases
Who buys this dataset
01

Reputation Monitoring

Track TrustScores, star ratings, and review sentiment for your brand and competitors over time across Trustpilot.

02

Competitive Benchmarking

Compare review volume, ratings, and recurring complaints between you and rival companies to find positioning gaps.

03

Voice of Customer Analysis

Mine thousands of full-text reviews to surface what drives satisfaction, churn, and support issues in your category.

04

Lead and Risk Signals

Spot companies with declining ratings or spikes in negative reviews as signals for sales, partnership, or diligence workflows.

05

Market Research

Quantify review-based reputation across an industry or geography using structured ratings and reviewer location.

06

Model Training Data

Use labelled review text (rating plus title plus body) as a ready-made corpus for sentiment and NLP models.

Data Schema
What's in each record

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

 Trustpilot Business Reviews Dataset — field reference
FieldTypeDescriptionCoverage
namestringReviewed company name100%
categoriesstringTrustpilot business categories100%
trust_scorefloatCompany TrustScore (out of 5)100%
number_of_reviewsintegerTotal reviews on the company profile100%
reviewer_ratingintegerStar rating for this review (1-5)100%
reviewer_titlestringReview headline100%
reviewer_reviewstringFull review body text100%
reviewer_namestringReviewer display name100%
reviewer_countrystringReviewer country100%
reviewer_published_datedateDate the review was published100%
starfloatReview star value100%
websitestringCompany website100%
addressstringCompany address100%
product_urlstringTrustpilot company review page URL100%
Showing the first 12 of 14 fields — scroll to see the full schema

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 current dataset covers reviews through Q4 2026. Update packages are available to extend coverage or refresh on a schedule.
Can I get a custom subset?
Yes - most buyers take a subset by category, country, rating, or date range. Tell us the filters you need and we will scope it.
Where does the data come from?
Compiled from publicly available Trustpilot review pages. All reviews are user-generated public content.
What format is it delivered in?
CSV, JSON, or via API. We provide a free sample so you can inspect the schema and field coverage first.
What's the minimum purchase?
There is no fixed minimum - we work with buyers from focused subsets through to full dataset licences.

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