What is Consumer Review Data? Best Datasets & Providers 2025
- Overview
- Datasets
- Providers
- Use Cases
- Attributes
- FAQ
- Overview
- Datasets
- Providers
- Use Cases
- Attributes
- FAQ
What is Consumer Review Data?
Consumer review data refers to information collected from individuals who have used or experienced a product, service, or business. This data is valuable for businesses as it provides insights into customer satisfaction, preferences, and areas for improvement. It is often used for market research, product development, and enhancing customer experiences.
What Are Examples of Consumer Review Data?
Examples of Consumer Review Data include:
- Star ratings: The overall rating given by consumers, typically on a scale of 1 to 5 stars.
- Written reviews: Detailed written feedback provided by customers about their experience with a product or service.
- Review count: The total number of reviews a product or service has received.
- Verified purchase reviews: Reviews marked as verified, indicating that the reviewer actually purchased the product or service.
- Review trends: Analysis of review patterns over time, such as increasing or decreasing ratings.
- Reviewer profiles: Information about the consumers leaving the reviews, such as location or past purchase behavior.
- Product-specific feedback: Insights into specific features or qualities of the product mentioned in reviews.
- Sentiment analysis: Data showing the overall emotional tone (positive, neutral, or negative) of consumer reviews.
- and more.
Best Consumer Review Databases & Datasets
Here is our curated selection of top Consumer Review Data sources. We focus on key factors such as data reliability, accuracy, and flexibility to meet diverse use-case requirements. These datasets are provided by trusted providers known for delivering high-quality, up-to-date information.
Consumer Review Data | Global review dataset | 140K+ companies | 5M+ reviews from PissedConsumer
Consumer Review Data - Trustpilot (EU and USA)
Webautomation Software Reviews Data | Web-Scraped Consumer Review Data | G2, Capterra, Trustpilot | GDPR Compliant
Autoscraping | Yelp Business Reviews | 5M+ Global Reviews with Consumer Insights
E-commerce Data | Product and Review Datasets | Global Coverage with Custom and On-demand Datasets | Price Monitoring and Brand Sentiment Analysis
Consumer Review Data | Consumer Behavior | Reasons of the calls from consumers to companies
Dataplex: Google Reviews & Ratings Dataset | Track Consumer Sentiment & Location-Based Insights
B2B Marketing Data - G2, Trustpilot, Clutch & Review Platform B2B Datasets, Scrape all publicly available B2B Data | Easy to Integrate | Free Sample
Product Review Datasets for User Sentiment Analysis
Vision Private Equity Data | US Consumer Transaction Data | 100M Accounts, 12K Merchants, 800+ Parent Companies, 600 Tickers
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Top Consumer Review Data Providers & Companies
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WiserBrand.com
CoverageUSAUK+248VOur company, Eqman, engaged with Wiser Brand for their consumer data services, particularly focused on anonymized consumer behavior data. At first glance, Wiser Brand seemed like a reliable partner for gaining valuable insights into consumer trends and preferences. However, our experience revealed several concerns. Wiser Brand provided anonymized data as promised, but the quality of this data was inconsistent. We often encountered gaps in key information, which hindered our ability to make informed decisions. Additionally, the frequency of data updates was slower than expected, impacting our real-time analysis. One of the major issues was the transparency of their data sourcing. While they assured us that the data was anonymized and compliant with privacy regulations, their explanations lacked detail. This raised doubts about the ethical standards behind their operations, which is a critical factor for any business handling sensitive consumer information. In conclusion, while Wiser Brand offers a unique product in anonymized consumer data, the inconsistencies in data quality and transparency issues made the experience less than satisfactory. We would recommend proceeding with caution when considering them as a data provider.
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Grepsr
CoverageUSAUK+247VUtilizing Grepsr's data solutions, we employed their capabilities to efficiently retrieve a substantial volume of job posting information. The acquired dataset played a pivotal role in supporting our strategic marketing initiatives, demonstrating the versatility and effectiveness of Grepsr's data services in enhancing our business intelligence and outreach endeavors.
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Growth Marketing
CoverageUSAUK+163We're a data-driven company that achieves goals and generates more sales. Using scientific methods and analyzing your Customer Base, we empower customer experience and Conversion Rate in every stage of the eCustomer Journey.VerifiedLast 30 days validation emailGDPRCompliance 100% Respected20+ NichesMost Valuable Markets -
Unwrangle
CoverageUSAUK+235VUnwrangle enables the easiest way of scraping the reviews on the web, covering Yelp, Amazon, etc. Which are the great sources for doing research. It's very quick, simple, and accurate. Customer help service is surprisingly helpful. Highly recommended!
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APISCRAPY
CoverageUSAUK+248VAPISCRAPY has been a game-changer for our real estate data scraping automation. The AI-driven platform effortlessly converts web data into a polished, ready-to-use API, providing us with accurate and comprehensive information in the required format/s. What truly sets APISCRAPY apart is their ability to stick to the deadlines and the support during the entire tenure of the project. From the initial discussion till the seamless integration, their expertise and responsiveness is highly appreciated. The user-friendly interface streamlined the entire process, enhancing our operational efficiency. APISCRAPY is undeniably a valuable partner for any business seeking a reliable and efficient web scraping solution.
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Webautomation
CoverageUSAUK+248VI bought some Firmographic data from webautomation to use as part of our AI stack. The price was fair and the data quality was very good. Great service all round. Would highly recommend their service.
Popular Use Cases for Consumer Review Data
Consumer Review Data is essential for a wide range of business applications, offering valuable insights and driving opportunities across industries. Below, we have highlighted the most significant use cases for Consumer Review Data.
Main Attributes of Consumer Review Data
Below, we outline the most popular attributes associated with this type of data—features that data buyers are actively seeking to meet their needs.
| Attribute | Type | Description | Action |
|---|---|---|---|
| String | The name of a brand. | View 7 datasets | |
| String | A hashed email address with algorithms like SHA, MD5, etc. | View 7 datasets | |
| String | The name of a company or business, might be the legal or brand name. | View 5 datasets | |
| String | The official website of a company. | View 5 datasets | |
| Float | The latitude of a point on earth's surface. Commonly abbreviated as "lat". | View 5 datasets | |
| String | The address of a company. | View 3 datasets |
Frequently Asked Questions
How is the Quality of Consumer Review Data Maintained?
The quality of Consumer Review Data is ensured through rigorous validation processes, such as cross-referencing with reliable sources, monitoring accuracy rates, and filtering out inconsistencies. High-quality datasets often report match rates, regular updates, and adherence to industry standards.
How Frequently is Consumer Review Data Updated?
The update frequency for Consumer Review Data varies by provider and dataset. Some datasets are refreshed daily or weekly, while others update less frequently. When evaluating options, ensure you select a dataset with a frequency that suits your specific use case.
Is Consumer Review Data Secure?
The security of Consumer Review Data is prioritized through compliance with industry standards, including encryption, anonymization, and secure delivery methods like SFTP and APIs. At Datarade, we enforce strict policies, requiring all our providers to adhere to regulations such as GDPR, CCPA, and other relevant data protection standards.
How is Consumer Review Data Delivered?
Consumer Review Data can be delivered in formats such as CSV, JSON, XML, or via APIs, enabling seamless integration into your systems. Delivery frequencies range from real-time updates to scheduled intervals (daily, weekly, monthly, or on-demand). Choose datasets that align with your preferred delivery method and system compatibility for Consumer Review Data.
How Much Does Consumer Review Data Cost?
The cost of Consumer Review Data depends on factors like the datasets size, scope, update frequency, and customization level. Pricing models may include one-off purchases, monthly or yearly subscriptions, or usage-based fees. Many providers offer free samples, allowing you to evaluate the suitability of Consumer Review Data for your needs.
What Are Similar Data Types to Consumer Review Data?
Consumer Review Data is similar to other data types, such as Product Data, Ecommerce Data, Online Purchase Data, Online Shopping Data, and Ecommerce Store Data. These related categories are often used together for applications like Sentiment Analysis.
