Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and the California Consumer Privacy Act of 2018 (CCPA) – respecting requests to exercise privacy rights and more.
Your trusted partner for high-quality product enrichment data
Fuel your PIM and DAM platform with accurate, real-time product data. Collect reviews, ratings, attributes, and catalog content from any marketplace or retailer — at scale.
- Full data coverage
- Personalized data feed
- Integrated API delivery
- 100% compliant data
PIM Platform Teams
Enrich your product catalog with real-world data
Automatically collect product reviews, ratings, attributes, and descriptions from Amazon, Walmart, and 250+ marketplaces. Feed structured, accurate data directly into your PIM to keep product records complete, consistent, and ready for every sales channel.
DAM & Content Operations Teams
Power your assets with accurate product context
Collect product images, descriptions, specifications, and UGC signals from across the public web to enrich digital assets with the metadata that makes them discoverable, usable, and syndication-ready across every channel.
Trusted by 20,000+ customers worldwide
PIM data enrichment popular use cases
Product Review & Rating Collection
Automatically collect customer reviews, star ratings, and review metadata from Amazon, Walmart, Target, and 250+ marketplaces. Feed structured review data into your PIM to surface sentiment signals, improve product descriptions, and keep records accurate across every channel.
Competitor Catalog Monitoring
Track competitor product listings, titles, descriptions, attributes, and pricing across major e-commerce platforms in real time. Identify content gaps in your own catalog, benchmark product data quality, and stay ahead of category trends before they impact your rankings.
Product Attribute & Specification Extraction
Scrape structured product attributes — dimensions, materials, compatibility, technical specs — from manufacturer sites, retailer PDPs, and distributor catalogs. Automatically populate PIM fields with accurate, standardized data to accelerate time-to-market and reduce manual entry.
Marketplace Content Syndication Monitoring
Monitor how your product content appears across retail channels — Amazon, eBay, Google Shopping, and more. Detect unauthorized edits, missing attributes, outdated descriptions, or image quality issues before they affect conversion, and trigger automated re-syndication workflows from your PIM.
Availability & Stock Signal Tracking
Track product availability and out-of-stock signals across marketplaces and retailer sites in near real time. Surface inventory gaps, anticipate demand fluctuations, and enrich PIM records with live availability context to power smarter merchandising and channel decisions.
UGC & Sentiment Data Enrichment
Aggregate user-generated content — customer Q&As, review highlights, social mentions, and community feedback — from across the public web. Enrich product records in your PIM with real voice-of-customer signals to improve content quality, SEO, and product storytelling at scale.
Need ready-to-use product review data? Explore our eCommerce datasets
Industry Leading Compliance
Why 20,000+ Customers Choose Bright Data
100% Compliant
All data collected and provided to customers is ethically obtained and compliant with all applicable laws, including GDPR and CCPA.
24/7 Global Support
A dedicated team of data professionals is available around the clock to help you integrate, customize, and scale your product enrichment pipelines.
Complete Data Coverage
Access over 400M+ monthly IP addresses worldwide to collect product and review data from Amazon, Walmart, Google Shopping, and 250+ marketplaces — without interruption.
Unmatched Data Quality
Advanced validation and parsing pipelines deliver structured, field-ready product data — clean, accurate, and formatted to plug directly into your PIM or DAM system.
Powerful Infrastructure
Our proxy-unblocking infrastructure handles CAPTCHAs, JS rendering, and bot detection so you can collect large-scale product data from any marketplace or retailer site without disruption.
Custom Solutions
We build tailored data pipelines for PIM and DAM teams — from custom scraper configurations to managed enrichment feeds delivered on your preferred schedule and format.
Frequently Asked Questions
Is scraping publicly available product and review data allowed?
Yes. Accessing publicly available information via automated means is considered permissible under applicable regulatory and legal frameworks. Bright Data's services emulate the behavior of an individual end user, and there is nothing done through our services that cannot be done manually with a web browser. Collecting public product data and customer reviews from marketplaces, retailer sites, and review platforms is a legitimate and widely adopted practice.
Read more: Code of Ethics and Conduct
How does Bright Data ensure compliance when collecting product enrichment data?
Bright Data collects only publicly available data — information that does not require a login or sign-in to access. We ensure our privacy practices comply with data protection laws including GDPR and CCPA, and we continuously monitor legal developments to help customers use our services compliantly.
Bright Data has designed a detailed Privacy Policy to provide all required information about its privacy practices.
What sources can be used to collect product and review data for PIM enrichment?
Product and review data can be collected from a wide range of public sources including Amazon, Walmart, Target, eBay, Google Shopping, Etsy, Lazada, manufacturer websites, distributor catalogs, and third-party review platforms such as Trustpilot, G2, and Google Maps. Bright Data's infrastructure supports large-scale collection across all of these source types.
Can Bright Data collect review data across multiple marketplaces simultaneously?
Yes. Our infrastructure supports concurrent collection of product reviews, ratings, and sentiment signals across 250+ marketplaces and retailer sites. Data can be collected on a scheduled basis to track changes over time and feed continuously updated enrichment streams into your PIM.
How quickly can product data be collected and delivered to our PIM?
Delivery speed is fully configurable. Near real-time collection is supported for high-priority use cases such as availability monitoring or review tracking. For bulk catalog enrichment jobs, scheduled batch delivery is available via API, webhook, Amazon S3, Google Cloud Storage, Snowflake, or SFTP.
What security measures does Bright Data have in place to protect customer data?
Bright Data manages data for over 20,000 organizations around the world. Our security model and controls are based on international standards including ISO 27001, ISO 27018, CSA Star level I, and OWASP Top 10, as well as best practices for data encryption, infrastructure security, and external security audits.
How often is product enrichment data updated?
Datasets are refreshed upon request prior to purchase to ensure the most current information. For ongoing enrichment use cases such as review monitoring or availability tracking, refresh frequency can be configured from near real-time to daily or weekly depending on your needs.
Can I get a sample to test the product data with my PIM system?
Yes, we can provide samples for testing; please contact our sales representatives.
Can you combine product data from multiple marketplaces into a single feed?
Yes. We can combine product attributes, reviews, pricing, and availability signals from multiple sources into a single unified feed, normalized to a consistent schema. Please contact our data experts to discuss your specific PIM integration requirements.
Do you have historical product review data available?
Yes. When we refresh a dataset, we store some or all of its past values. We have up to 1 year of historical data for most datasets, enabling trend analysis of review sentiment, rating movements, and catalog changes over time.