[ Prolific Reviews ](https://www.g2.com/products/prolific/reviews) [ Prolific Reviews ](https://www.g2.com/products/prolific/reviews) # Prolific Features ##### ## User Response Methods (5) 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. Show More ##### ## Participant Selection (4) 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. Show More ##### ## Insights (3) Analytics Actionable data generated from user responses. Collaboration Collaborative tools for analyzing or repurposing responses. Sorting Tools for tagging, storing, and searching responses. 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 (1) AI Text Summarization Condenses long documents or text into a brief summary. Show More ##### ## Integration - Machine Learning (1) Integration Supports integration with multiple data sources for seamless data input. 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 ## Top-Rated Alternatives [ ![UserTesting](https://images.g2crowd.com/uploads/product/hd_favicon/ac57cca9184c8ef16c868d466e726c9f/usertesting.svg "UserTesting") UserTesting 4.4/5 (734) ](https://www.g2.com/products/usertesting/reviews) [ ![Respondent](https://images.g2crowd.com/uploads/product/hd_favicon/a0948e9c5c619d3d77014123bd187a1e/respondent.svg "Respondent") Respondent 4.6/5 (382) ](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 (680) ](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 (529) [ 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) [ Crowd Testing Tools ](https://www.g2.com/categories/crowd-testing-tools) Show More ##### Explore More [ Best-rated software for managing virtual communities ](https://www.g2.com/discussions/what-s-the-best-rated-software-for-managing-virtual-communities)[ What are the best enterprise information archiving platforms for capturing and retaining regulatory-compliant email and chat records? ](https://www.g2.com/discussions/what-are-the-best-enterprise-information-archiving-platforms-for-capturing-and-retaining-regulatory-compliant-email-and-chat-records%20)[ What is the best tool for sending bulk promotional messages on WhatsApp? ](https://www.g2.com/discussions/what-is-the-best-tool-for-sending-bulk-promotional-messages-on-whatsapp) [ Which purchasing software is best for streamlining orders ](https://www.g2.com/discussions/which-purchasing-software-is-best-for-streamlining-orders)[ Best AI Writing Assistants ](https://www.g2.com/discussions/best-ai-writing-assistants)[ Pros and Cons Details ](https://www.g2.com/products/prolific/reviews?qs=pros-and-cons) Show More [ Best-rated software for managing virtual communities ](https://www.g2.com/discussions/what-s-the-best-rated-software-for-managing-virtual-communities)[ What are the best enterprise information archiving platforms for capturing and retaining regulatory-compliant email and chat records? ](https://www.g2.com/discussions/what-are-the-best-enterprise-information-archiving-platforms-for-capturing-and-retaining-regulatory-compliant-email-and-chat-records%20)[ What is the best tool for sending bulk promotional messages on WhatsApp? ](https://www.g2.com/discussions/what-is-the-best-tool-for-sending-bulk-promotional-messages-on-whatsapp) [ Which purchasing software is best for streamlining orders ](https://www.g2.com/discussions/which-purchasing-software-is-best-for-streamlining-orders)[ Best AI Writing Assistants ](https://www.g2.com/discussions/best-ai-writing-assistants)[ Pros and Cons Details ](https://www.g2.com/products/prolific/reviews?qs=pros-and-cons)