[ Prolific Reviews ](https://www.g2.com/products/prolific/reviews) [ Prolific Reviews ](https://www.g2.com/products/prolific/reviews) # Prolific Features ##### ## User Response Methods (6) Survey Text-based surveys or quizzes related to user experience. Video Snippets Individually recorded video clips based on situations or prompts. Video Interview One-on-one video conferences with users. Photo Submission Screenshots or in-context photos sent in from users. Text/Notes Text responses to situational prompts. Commenting/Notes Leave comments and notes on documents for others to view Show More ##### ## Participant Selection (5) In-App Intercepting users during application usage. In-Store Intercepting customers during in-person shopping experience. On-Site Intercepting visitors while on particular webpage. Recruitment Pool Vendor-provided database of respondents. Single Sign On Allow users to access multiple services after entering their login credentials once Show More ##### ## Insights (4) Analytics Actionable data generated from user responses. Collaboration Collaborative tools for analyzing or repurposing responses. Sorting Tools for tagging, storing, and searching responses. Visual Analytics Interact with data visualization elements, such as charts and graphs, to drill down into data Show More ##### ## Functionality (5) Crowd Testing Source software, website, or application testing to diverse pool of test users. Feedback Tracking Provide manual or automated feedback tracking regarding software, website, or application functions and errors. Integration Integrate with other software testing, product management, and development platform tools. Requirements Set requirements for testing which the software, website, or application would need to pass. Logging Record software, website, application, and test users actions with fullscale logging to track actions and errors. Show More ##### ## Admin (1) Test Analysis Provide test result metrics in text and visual representations. Show More ##### ## Quality (4) Labeler Quality Gives user a metric to determine the quality of data labelers, based on consistency scores, domain knowledge, dynamic ground truth, and more. Task Quality Ensures that labeling tasks are accurate through consensus, review, anomaly detection, and more. Data Quality Ensures the data is of a high quality as compared to benchmark. Human-in-the-Loop Gives user the ability to review and edit labels. Show More ##### ## Automation (2) Machine Learning Pre-Labeling Uses models to predict the correct label for a given input (image, video, audio, text, etc.). Automatic Routing of Labeling Automatically route input to the optimal labeler or labeling service based on predicted speed and cost. Show More ##### ## Image Annotation (4) Image Segmentation Has the ability to place imaginary boxes or polygons around objects or pixels in an image. Object Detection has the ability to detect objects within images. Object Tracking Track unique object IDs across multiple video frames Data Types Supports a range of different types of images (satelite, thermal cameras, etc.) Show More ##### ## Natural Language Annotation (3) Named Entity Recognition Gives user the ability to extract entities from text (such as locations and names). Sentiment Detection Gives user the ability to tag text based on its sentiment. OCR Gives user the ability to label and verify text data in an image. Show More ##### ## Speech Annotation (2) Transcription Allows the user to transcribe audio. Emotion Recognition Gives user the ability to label emotions in recorded audio. Show More ##### ## Generative AI (2) AI Text Summarization Condenses long documents or text into a brief summary. Generative AI Use AI to generate content in the form of text, images, videos, etc. Show More ##### ## Integration - Machine Learning (2) Integration Supports integration with multiple data sources for seamless data input. Third-Party Integrations Set up connections to third-party platforms to improve business processes Show More ##### ## Learning - Machine Learning (3) Training Data Enhances output accuracy and speed through efficient ingestion and processing of training data. Actionable Insights Generates actionable insights by applying learned patterns to key issues. Algorithm Continuously improves and adapts to new data using specified algorithms. Show More ##### ## Additional Functionality (88) User Journeys Track user's interaction with the prototype Usability Testing Process of evaluating a product or website by testing it with representative users. Engagement Tracking Tracks metrics that provide insight into how a user interacts with any interface or product For Mobile Compatible with mobile devices A/B Testing Test multiple versions of emails, forms, content, or other campaign elements to gauge effectiveness Search/Filter Search and filter data across systems to locate required information by entering keywords or certain criteria AI Copilot A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users Data Visualization Graphical representation of data API Application programming interface that allows for integration with other systems/databases Drag & Drop Assemble applications and processes by dragging over and arranging pre-built components Unmoderated Testing Screen Activity Recording Capture what is happening on a computer screen Behavior Tracking Track visitors'/audience's responses across web pages and other optimized content Software Testing Management Performance Metrics A set of indicators that tracks the performance of networks, applications, systems, teams, etc. Customizable Questions Tailored or customizable questions for more targeted and relevant data collection Heatmaps A visual display that uses a color spectrum to show how visitors interact with areas of a web page Prototype Creation Create, manage and access prototypes to capture design concepts and test on users Activity Dashboard Dashboard to view the status of ongoing processes, identify current incidents and track past activities Customer Segmentation Process of dividing customers into groups based on common characteristics Data Import/Export Import and export data to and from software applications Trend Analysis Review data from past periods to reveal recurring tendencies and predict future performance User Research Analysis Analyze and gain insights into user experience Monitoring Observe and track the demand, usage, progress or quality of a system, product, or user Third-Party Integrations Set up connections to third-party platforms to improve business processes For Websites Software is used for working on online pages Issue Tracking Record and follow the progress of every issue Collaboration Tools Provides a channel for team members to share media files, communicate, and work together Surveys & Feedback Gauge satisfaction and receive information for improvement and success Customizable Branding Add customized logos and colors to align with company branding User Management Manage user accounts, profiles, roles, permissions, and other details across applications, devices or networks Customizable Templates Pre-designed layouts that can be customized to match preferences and requirements Design Management Collaborate on creating a product by sharing and adjusting designs through a shared portal Multi-Language Manage and support multiple languages Real-Time Data Receive data and information in real time Project Management Plan and coordinate all the resources, costs and time needed to execute assignments Customizable Fields Customize data fields to support various needs and use cases Moderated Usability Testing Conduct user tests while watching/moderating the session Quantitative Metrics Metrics that are measured statistically. Alerts/Notifications Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges Categorization/Grouping Organize and group data or items based on various criteria Tagging Attach digital tags to documents and assets for identification, search, or monitoring purposes Conversion Rate Optimization Improving user journey to boost the percentage of visitors who take a desired action (sign-ups or purchases) Reporting & Statistics Collection, analysis, and representation of numerical data and generation of reports to understand various patterns Video recording/Transcriptions Recorded video session of the tests Customizable Categories Annotations Highlight content and/or make notations about parts of content Performance Testing Allows developers to check if their applications/web browsers are running as expected. Benchmarking Compare key metrics for the business against prominent players in the industry Question Library Pre-written repository of questions that can be reused within a course or for assessment or interviews Customizable Reports Alter the layout and content of reports Projections Estimate or forecast of a future scenario based on the study of present trends Survey/Poll Management Create and administer polls and surveys Assessment Management Creation, administration, and evaluation of assessments or tests Activity Tracking Track and document all activities across devices, networks, and other systems Video Support Supports various video file formats Demographic Data Customer Experience Management Track and understand a customer's overall satisfaction with a product or service to identify areas of improvement. Workflow Management Create, design and manage workflows for repetitive tasks Geotargeting Geographic location of visitors determines behavior of the software Access Controls/Permissions Define levels of authorization for access to specific files or systems Email Reminders Reminders sent via email Audience Targeting Identify a particular segment of population based on specific criteria and customize your efforts to attract their attention Predictive Modeling Analyzing historical and current data and generating a model to help predict future outcomes. Configurable Workflow Configure existing workflows to meet your organization's needs Tagging Attach digital tags to documents and assets for identification, search, or monitoring purposes Data Import/Export Import and export data to and from software applications API Application programming interface that allows for integration with other systems/databases Predictive Analytics Predict future data based on historical data sets Data Visualization Graphical representation of data Endpoint Management Track status, assign actions, and control access to systems for devices within the organization Multiple Data Sources Allows users to manage data from a number of sources No-Code Drag and drop/visual interfaces that allow non-tech users to build without writing code Data Preparation Transforming raw data to run it through machine learning algorithms to uncover insights or make predictions. Auditing Examine established processes and records to ensure accuracy, compliance, and policy adherence Collaboration Tools Provides a channel for team members to share media files, communicate, and work together Big Data Analytics Examine large amounts of data to uncover hidden patterns, correlations, and other insights ML Algorithm Library Share, track, and store machine learning models and data. Data Management Ability to handle large datasets Activity Dashboard Dashboard to view the status of ongoing processes, identify current incidents and track past activities Data Capture and Transfer Import, collect, and capture data from multiple sources Activity Tracking Track and document all activities across devices, networks, and other systems Data Connectors Connect to big data sources Data Security Protect sensitive data for digital privacy Data Extraction Automatically retrieve and pull information from documents, websites, images, data sets, and other sources Reporting & Statistics Collection, analysis, and representation of numerical data and generation of reports to understand various patterns Workflow Management Create, design and manage workflows for repetitive tasks AI Copilot A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users Show More ## Top-Rated Alternatives [ ![UserTesting](https://images.g2crowd.com/uploads/product/hd_favicon/ac57cca9184c8ef16c868d466e726c9f/usertesting.svg "UserTesting") UserTesting 4.4/5(792) ](https://www.g2.com/products/usertesting/reviews) [ ![Respondent](https://images.g2crowd.com/uploads/product/hd_favicon/a0948e9c5c619d3d77014123bd187a1e/respondent.svg "Respondent") Respondent 4.6/5(530) ](https://www.g2.com/products/respondent/reviews) [ ![User Interviews](https://images.g2crowd.com/uploads/product/hd_favicon/e084340a5b6caa5466ac4743423f39ce/user-interviews.svg "User Interviews") User Interviews 4.6/5(1,046) ](https://www.g2.com/products/user-interviews/reviews) [ View All Alternatives ](https://www.g2.com/products/prolific/competitors/alternatives) Prolific Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_2c76bc59390c8d8eb7065dd8c478a664/usertesting.png "Product Avatar Image") UserTesting 4.4/5(792) [ Compare Now ](https://www.g2.com/compare/prolific-vs-usertesting) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_a7d4063a188aadcce427f569a7e2ff0c/respondent.png "Product Avatar Image") Respondent 4.6/5(530) [ Compare Now ](https://www.g2.com/compare/prolific-vs-respondent) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_5e1ede1f853ef7cb39c77e101158a712/wynter.png "Product Avatar Image") Wynter 4.8/5(143) [ Compare Now ](https://www.g2.com/compare/prolific-vs-wynter) ##### Categories on G2 [Machine Learning](https://www.g2.com/categories/machine-learning)[User Research](https://www.g2.com/categories/user-research)[Data Labeling](https://www.g2.com/categories/data-labeling) [Machine Learning](https://www.g2.com/categories/machine-learning)[User Research](https://www.g2.com/categories/user-research)[Data Labeling](https://www.g2.com/categories/data-labeling)[Crowd Testing Tools](https://www.g2.com/categories/crowd-testing-tools) [Show MoreShow Less](javascript:void(0);) ##### Explore More [Top tools for managing and prioritizing software bugs](https://www.g2.com/discussions/top-tools-for-managing-and-prioritizing-software-bugs)[What application shielding platforms offer runtime protection that deploys quickly with minimal integration effort for a startup or small team?](https://www.g2.com/discussions/what-application-shielding-platforms-offer-runtime-protection-that-deploys-quickly-with-minimal-integration-effort-for-a-startup-or-small-team)[Best email tracking platforms for marketing campaigns](https://www.g2.com/discussions/what-are-the-best-email-tracking-platforms-for-marketing-campaigns) [Which construction data analytics vendors show measurable improvements in forecast accuracy within the first 90 days?](https://www.g2.com/discussions/which-construction-data-analytics-vendors-show-measurable-improvements-in-forecast-accuracy-within-the-first-90-days)[Which cloud security monitoring platforms help you catch and remediate issues before they turn into actual threats rather than alerting after the fact?](https://www.g2.com/discussions/which-cloud-security-monitoring-platforms-help-you-catch-and-remediate-issues-before-they-turn-into-actual-threats-rather-than-alerting-after-the-fact)[Pros and Cons Details](https://www.g2.com/products/prolific/reviews?qs=pros-and-cons) [Show MoreShow Less](javascript:void(0);)