Decode Features
User Response Methods (6)
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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
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
Insights (7)
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
Human Transcription
Video responses are transcribed by a human
Computer Transcription
Video responses are transcribed by a computer
Analytics
Actionable data generated from user responses
Content Management (6)
Data Centralization - Insight Engines
Queries and pulls enterprise data into a singular knowledge respository
Archiving - Insight Engines
Stores and organizes synthesized data
Search Analysis - Insight Engines
Analyzes search results to identify trends and patterns
Intelligent Search
Retrieves search results using various capabilities, including AI, ML and NLP
Sentiment Analysis
Categorize emotions expressed in written text or images and identify if they are positive, negative or neutral
Text Analysis
Process of extracting and classifying information from text, such as tweets, emails, product reviews, etc
Content Discovery (9)
Search Interface - Insight Engines
Provides a simple, intuitive search interface for users
AI Functionality - Insight Engines
Leverages artificial intelligence technology to empower search
NLP Functionality - Insight Engines
Leverages natural language processing technology to empower search
Data Mining - Insight Engines
Crawls within the enterprise and outside the enterprise for data points
Structured Navigation - Insight Engines
Provides filters for refined navigation
Machine Learning - Insight Engines
Leverages machine learning technology to empower search
Full Text Search
Search for specific words or phrases within a document or database
Semantic Search
AI/Machine Learning
Software program that continuously adjusts its behavior based on observed data
Functionality (9)
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.
Sentiment Analysis
Uses AI to accurately assess feedback sentiment based on keywords and phrases.
Tagging
Provides tools for team members to group user research with customizable tags.
Note Taking
Allows team members to add notes to user feedback.
Integrations
Integrates seemlessly with user research software that handles the outright gathering of user data.
Admin (1)
Test Analysis
Provide test result metrics in text and visual representations.
Feedback Source (4)
Survey Link
Create a unique survey link to invite respondents
App
Capture video feedback via vendor app
Widget
Invite respondents via in-app or on-site widget
Recruitment Pool
Solicit responses from pre-approved database provided by vendor
Feedback Management (7)
Media Library
Collect and archive video responses in a private media library
Sorting
Tools for tagging, filtering, and searching video responses
Sharing
Publish or share videos privately within the organization or publicly online
Privacy
Features for ensuring privacy compliance
Tagging
Tag content to organize and assign to specific departments or categories
Segmentation
Break down a population of users by demographics, sequence actions, time, and able to build custom segments.
Custom Reports and Dashboards
Allows users to easily build customized reports and dashboards.
Management (3)
Team Collaboration
Provides a highly collaborative user research hub to the benefit of all relevant team members.
Access Control
Allows administrators to designate access and data permissions to individual team members.
Data Security
Keeps sensitive user data secure and compliant.
Feedback Analysis (3)
Thematic Analysis
Identifies key phrases, themes, and patterns within a given text
Sentiment Analysis
Outputs the sentiment (positive or negative) of a given text
NPS/CSAT Scoring
Measures and reports on NPS, CSAT, or other metrics over time
Feedback Sources (4)
Online Reviews
Analyzes feedback from online reviews
Surveys
Analyzes feedback from surveys through built-in survey features or integrations with survey tools
Social Media
Analyzes customer feedback from social media
Customer Service Channels
Analyzes feedback sourced from integrations with customer service tools, such as help desks and live chat
Generative AI (8)
AI Text Generation
Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary.
Multiple Data Sources
Allows users to manage data from a number of sources
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
AI Text Generation
Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary.
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.
Usability - Emotion AI (4)
Multi-Modal Support
Supports emotion recognition across multiple modalities like text, voice, and video.
Setup Simplicity
Simplifies the setup process with clear instructions and minimal technical effort.
Platform Integration
Integrates seamlessly with existing analytics platforms, cloud environments, or on-premises systems.
User Interface Design
Provides an intuitive interface for configuring and monitoring emotion AI functionalities.
Performance Optimization - Emotion AI (3)
Data Privacy
Adheres to data privacy regulations, ensuring secure handling of sensitive user data.
Scalability
Supports scalable operations to handle large datasets or user bases efficiently.
Real-Time Processing
Delivers real-time emotion analysis across facial, vocal, and multimodal inputs, ensuring immediate feedback for high-speed applications.
Security & Compliance - Emotion AI (3)
Emotion Granularity
Detects a wide range of emotions with fine-grained classification, such as subtle variations in tone.
Ethical AI Compliance
Complies with ethical AI standards to ensure unbiased and responsible emotion detection.
Encryption Support
Ensures end-to-end encryption for secure data transmission and storage.
Advanced Features - Emotion AI (3)
Integration APIs
Offers APIs for seamless integration with other systems or applications.
Adaptive Emotion Responses
Dynamically adapts to the detected emotions to personalize responses in real-time.
Multi-Language Support
Recognizes emotions across multiple languages and cultural contexts.
Detection Features - Emotion AI (3)
Voice Emotion Analysis
Identifies emotional states through vocal cues such as tone, pitch, volume, and speech patterns.
Facial Expression Recognition
Detects and analyzes emotions through facial expressions, including microexpressions and dynamics.
Emotion Detection in Low-Quality Inputs
Maintains detection accuracy even with low-resolution video, noisy audio, or suboptimal environments.
Agentic AI - Emotion AI (2)
Adaptive Learning
Improves performance based on feedback and experience
Natural Language Interaction
Engages in human-like conversation for task delegation
Agentic AI - Demo Automation (5)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Natural Language Interaction
Engages in human-like conversation for task delegation
AI Demo Agent or Avatar
Utilizes an intelligent, conversational agent or avatar that automatically guides through a product demo in real time
Survey Design - Consumer Insights Platforms (7)
Multi-Use Methodologies
Supports various research types: brand tracking, concept testing, CX, campaign evaluation, journey mapping.
Industry & Locale Adaptability
Adjusts templates, quotas, norms, language, and structure for different markets, verticals, and geographies.
Behavioral & Adaptive Logic Guidance
Suggests logic paths, mitigates bias (order, fatigue), and optimizes question flow.
Self-Serve Survey Builder
Enables users to build surveys with branching, quotas, randomization without needing vendor support.
AI Smart Probes
Dynamically generates follow-up questions during survey based on respondent answers to deepen insight.
Question Branching
Survey design technique that directs respondents to different questions based on their previous answers
Conditional Logic
Capability of a software or system to make decisions and perform actions based on specified conditions
Audience Access - Consumer Insights Platforms (4)
Flexible Audience Options
Supports multiple sourcing modes: panels, open links, partner audiences.
Customer Data Upload
Allows uploading of first-party customer / CRM lists for sampling or recontact.
Consumer Panels
Gives access to pre-profiled consumer panels for targeting.
Real-Time Data
Receive data and information in real time
Data Collection - Consumer Insights Platforms (3)
Rapid Research
Enables launching, collecting, and closing studies quickly (hours to days) for agile insights.
Quality Assurance
Implements checks (fraud, attention, logic, cleaning) during collection to ensure data reliability.
Mobile / Mixed Mode
Supports surveys via mobile, SMS, app, web, adapting delivery to device and context.
Analytics - Consumer Insights Platforms (4)
AI-Powered Insights
Automates summary, trend detection, clustering, and insights generation.
Qualitative Research Support
Supports qualitative methods like open-text, video, or discussion feedback.
Benchmarking & Norms
Offers benchmarks, industry norms, comparative analytics.
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
Collaboration - Consumer Insights Platforms (6)
Dashboards & Embedded Integrations
Provides interactive dashboards, narrative visualizations, and embedding into external systems or BI tools.
Embeddable Reports
Allows embedding insight modules, export to other systems, push-to BI or product dashboards.
Shared Workspaces
Enables team collaboration, commenting, version control, and stakeholder review flows.
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Social Media Integration
Integrate with social media platforms such as Facebook, Twitter, LinkedIn, etc.
Customizable Reports
Alter the layout and content of reports
Additional Functionality (133)
Customizable Questions
Tailored or customizable questions for more targeted and relevant data collection
Alerts/Notifications
Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns
Surveys & Feedback
Gauge satisfaction and receive information for improvement and success
Sentiment Analysis
Categorize emotions expressed in written text or images and identify if they are positive, negative or neutral
Activity Tracking
Track and document all activities across devices, networks, and other systems
Search/Filter
Search and filter data across systems to locate required information by entering keywords or certain criteria
Trend Analysis
Review data from past periods to reveal recurring tendencies and predict future performance
Charting
Manage patient documentation describing all clinical interactions, diagnoses, procedures, medications, etc.
Real-Time Reporting
Active reporting of data and metrics
Face-to-Face
Market research conducted via in-person interviews
Survey Sample Management
Manage sample of audience for conducting market research surveys
Multi-Channel Distribution
Multiple channels (email, web link, or social media) to distribute products, services, or surveys to customers
Customer Segmentation
Process of dividing customers into groups based on common characteristics
SSL Security
Security protocol that ensures secure, encrypted communication over the internet, safeguarding sensitive data from unauthorized access
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Multi-Language
Manage and support multiple languages
Data Visualization
Graphical representation of data
Monitoring
Observe and track the demand, usage, progress or quality of a system, product, or user
Drag & Drop
Assemble applications and processes by dragging over and arranging pre-built components
Offline Access
Ability of websites, web applications, or mobile applications to function without an active internet connection
Data Import/Export
Import and export data to and from software applications
Customizable Fields
Customize data fields to support various needs and use cases
Phone-Based
Market research conducted via telephone
Template Management
Create, save, and re-purpose templates for emails, forms, etc.
Reminders
Timed notification for any upcoming task, deadline, appointment, or activity
Visual Analytics
Interact with data visualization elements, such as charts and graphs, to drill down into data
Real-Time Analytics
Analyze and gain insights into data in real-time
Customizable Branding
Add customized logos and colors to align with company branding
Panel Management
Conduct and manage panel discussions for the purpose of market research
Question Library
Pre-written repository of questions that can be reused within a course or for assessment or interviews
Paper-Based
Market research conducted via paper
Benchmarking
Compare key metrics for the business against prominent players in the industry
API
Application programming interface that allows for integration with other systems/databases
Single Sign On
Allow users to access multiple services after entering their login credentials once
Survey/Poll Management
Create and administer polls and surveys
Customizable Templates
Pre-designed layouts that can be customized to match preferences and requirements
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Multiple User Accounts
Allow multiple users with individual logins and varying permissions to use the same account, software, portal, or service
Email Management
Manage, store and organize emails within the system or via third-party apps
Statistical Analysis
Apply statistical/mathematical models to sets of data
Email Reminders
Reminders sent via email
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
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
Analytics
Tools for the systematic analysis of various types of data or statistics
Data Source Connectors
Connect to big data sources
Multi-Language
Manage and support multiple languages
Data Security
Protect sensitive data for digital privacy
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
Knowledge Management
Gather, organize, share, and analyze knowledge in terms of resources, documents, and people skills
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns
Data Extraction
Automatically retrieve and pull information from documents, websites, images, data sets, and other sources
Natural Language Processing
Process and analyze human language in text or audio form
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Data Visualization
Graphical representation of data
Recommendations
Algorithmically generated suggestions based on user behaviors, preferences, or data patterns to enhance UX, productivity, or engagement
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Automatic Backup
Data is backed up automatically to prevent data loss
Compliance Management
Track and manage adherence to policies for any service, product, process, or supplier
Augmented Analytics
Analyze data and automatically generate insights using AI/ML technologies
Data Aggregation
Collect, process and structure data from multiple sources for further analysis
Intent Recognition
Helps understand a user's intentions/actions
Indexing
Compile and organize data into specific metrics
Personalization
Adjust communications based on previous interactions or personal preferences
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Usage Tracking/Analytics
Track and interpret metrics on the usage of company resources
Data Classification
Grouping log entries based on similar attributes.
Data Discovery
Discover and connect variety of data sources to the application for analysis
Behavioral Analytics
Track and analyse user behavior within a system or network
Data Capture and Transfer
Import, collect, and capture data from multiple sources