Trustradius product reviews
Use our TrustRadius Product Reviews dataset to access detailed reviews on leading products and software from around the world. Popular use cases include analyzing user feedback, tracking product performance, and benchmarking software solutions. Use it for enrichment, market research, and lead generation — sample the fields free, then pull the records you need on demand.
Data-fields
51
Total records
177.5K
Price
up to $0.005/record
Min order
$350
Data sample
Description
Statistics
Dictionary
Related
Data sample
| url | db_source | review_id | timestamp | product_id | review_url | product_name | review_title |
|---|---|---|---|---|---|---|---|
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2025-02-13-15-46-26 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2025-02-13-15-46-26 | monday.com | The possibilities are endless, and that can be overwhelming. |
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2024-04-09-00-39-11 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2024-04-09-00-39-11 | monday.com | Not every Monday has to be bad ;) |
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2025-07-05-03-53-51 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2025-07-05-03-53-51 | monday.com | monday.com Review |
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2024-04-09-02-09-12 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2024-04-09-02-09-12 | monday.com | I finally know what to work on at work on Monday |
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2023-12-21-15-16-18 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2023-12-21-15-16-18 | monday.com | monday.com is a tool to save everybody's time |
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2025-07-10-03-02-37 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2025-07-10-03-02-37 | monday.com | monday.com to simplify cross organizational work |
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2023-12-19-08-30-54 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2023-12-19-08-30-54 | monday.com | Putting the motivation back into Mondays |
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2025-07-10-15-58-24 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2025-07-10-15-58-24 | monday.com | LoveHate Relationship Some Excellent Features and Some Baffling Shortc |
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2023-12-12-07-58-20 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2023-12-12-07-58-20 | monday.com | Project management made easy! |
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2025-05-23-18-10-48 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2025-05-23-18-10-48 | monday.com | We like monday.com |
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2024-11-21-20-11-05 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2024-11-21-20-11-05 | monday.com | monday.com Review |
| https://www.trustradius.com/products/monday/reviews | 1784606392217 | monday-com-2024-06-17-12-42-42 | 2026-07-21 | monday | https://www.trustradius.com/reviews/monday-com-2024-06-17-12-42-42 | monday.com | Great work management software |
Description
The Trustradius product reviews dataset standardizes trustradius.com data into analysis-ready fields:
url, product_id, product_name, review_id, review_url, review_title, review_rating, review_date, and more.
Use our TrustRadius Product Reviews dataset to access detailed reviews on leading products and software from around the world. Popular use cases include analyzing user feedback, tracking product performance, and benchmarking software solutions.
Common uses include enrichment, lead generation, market and competitor research, and feeding downstream AI models.
177.5K records available, refreshed monthly, from $0.005 per record — minimum order $350. Preview a sample free before you buy.
Record updates over time
Data dictionary
| Column name | Description | Type | Fill rate |
|---|---|---|---|
| url | URL column containing TrustRadius product review page links. Contains full HTTPS URLs with product names and review filters, always following trustradius.com/products/{product-name}/reviews pattern with query parameters. | Url |
100%
|
| product_id | unique product identifier taken from the url | Text |
100%
|
| product_name | the name of the product been reviewed | Text |
100%
|
| review_id | unique identifier for each review | Text |
100%
|
| review_url | the url of the full review | Url |
100%
|
| review_title | the title of the review | Text |
99.99%
|
| review_rating | the start rating of the review | Number |
100%
|
| review_date | Date when the review was submitted. Contains UTC timestamps in ISO 8601 format from 2020 to 2023, with no null values. | Date |
99.98%
|
| review_author | the name of the user wrote the review | Text |
63.25%
|
| author_position | the position of the author of the review | Text |
55.46%
|
| author_company_name | Company name where the author currently works. Contains organization names including businesses, institutions, and self-employment status, with no empty values and proper capitalization. | Text |
55.49%
|
| author_company_industry | Industry sector of the author's company. Free-text field containing business industry categories, with Marketing & Advertising, Computer Software, and IT Services being most common, allowing multiple format variations for same industry. | Text |
68.99%
|
| author_company_size | Company size category indicating employee count range. Values are standardized ranges from "1-10" to "10,001+" employees, with some entries including industry context; no empty values present. | Text |
69.03%
|
| author_labels | Column indicates reviewer type and verification status. Values are tuples of two labels: review type and user category, with no null values, following a fixed format of ["Vetted Review", user_category]. | Array |
99.97%
|
| author_experience_years | Years of experience of content authors. Integer values ranging from 1 to 30 years, with most authors having 1-5 years experience, no null values present. | Number |
99.97%
|
| author_linkedin_url | the linkedin profile url of the author | Url |
32.9%
|
| author_image | URL links to author profile photos. Contains full HTTPS URLs pointing to JPEG/PNG images on media.trustradius.com domain, with no NULL values and following consistent format /profile-photos/{ID}/{CODE}.{extension}. | Text |
21.25%
|
| usecases_deployment_scope | Column describes deployment scope and usage scenarios of software products. Contains detailed text descriptions of how organizations implement and utilize various software solutions, primarily focusing on HR, finance, and business management tools, with entries ranging from brief to comprehensive explanations. | Text |
99.69%
|
| pros | Column stores professional status or occupation information. Values are text strings representing job titles or professional roles, with many null values present in the dataset. | Array |
16.04%
|
| cons | Column stores customer consent status information. Values are boolean flags indicating consent, with many null values present in the dataset. | Array |
15.85%
|
| likelihood_to_recommend | Column contains user recommendations about software suitability and use cases. Content consists of detailed text descriptions explaining where specific software products work best or limitations, always in English, with no empty values, typically 2-4 sentences long focusing on business scenarios and company sizes. | Text |
99.1%
|
| pros_cons | list of pros and cons | Array |
32.62%
|
| start_date | Column records the beginning date of an event/period. Contains only NULL values in datetime format, indicating missing or unspecified start dates. | Date |
16.05%
|
| updated_date | Date |
16.05%
|
|
| author_incentivized | Boolean |
16.05%
|
|
| usability_rating | Number |
6.42%
|
|
| return_on_investment | Text |
15.57%
|
|
| efficiencies_gained | Text |
0.06%
|
|
| alternatives_considered | Object |
16.05%
|
|
| key_insights | Array |
12.84%
|
|
| other_software_used | Array |
10.09%
|
|
| users_and_roles | Array |
16.05%
|
|
| support_headcount_required | Number |
0.88%
|
|
| business_processes_supported | Array |
1%
|
|
| innovative_uses | Object |
6.35%
|
|
| future_planned_uses | Array |
0.82%
|
|
| likelihood_to_renew | Number |
1.18%
|
|
| products_replaced | Boolean |
16.05%
|
|
| key_differentiators | Array |
0.72%
|
|
| implementation_rating | Number |
0.73%
|
|
| implementation_partner | Text |
0.47%
|
|
| implementation_issues | Text |
0.36%
|
|
| support_rating | Number |
3.15%
|
|
| support_pros | Array |
0.61%
|
|
| support_cons | Array |
0.23%
|
|
| usability_cons | Array |
0.3%
|
|
| usability_pros | Array |
0.74%
|
|
| easy_tasks | Array |
0.71%
|
|
| difficult_tasks | Array |
0.68%
|
|
| feature_ratings | Array |
7.04%
|
|
| timestamp | Date |
%
|