Alternatives to Dovetail

Compare Dovetail alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Dovetail in 2026. Compare features, ratings, user reviews, pricing, and more from Dovetail competitors and alternatives in order to make an informed decision for your business.

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    Google Cloud Natural Language API
    Get insightful text analysis with machine learning that extracts, analyzes, and stores text. Train high-quality machine learning custom models without a single line of code with AutoML. Apply natural language understanding (NLU) to apps with Natural Language API. Use entity analysis to find and label fields within a document, including emails, chat, and social media, and then sentiment analysis to understand customer opinions to find actionable product and UX insights. Natural Language with speech-to-text API extracts insights from audio. Vision API adds optical character recognition (OCR) for scanned docs. Translation API understands sentiments in multiple languages. Use custom entity extraction to identify domain-specific entities within documents, many of which don’t appear in standard language models, without having to spend time or money on manual analysis. Train your own high-quality machine learning custom models to classify, extract, and detect sentiment.
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    Userback

    Userback

    Userback

    Userback is the leading user feedback and bug tracking solution for software teams looking to understand users and build better products. With Userback, you can collect metadata-enriched visual feedback and gain deep insights into your user's sentiment and behavior with in-app surveys like NPS, CES, and CSAT metrics. Add deep context to any piece of feedback via full session replay features. Create user segments and track every user from the moment they log in. Survey only the cohorts that are important to you and understand your user experiences throughout the entire lifecycle from trial to churn. Wrap it all up with branded feature portals, and public roadmaps, and a centralized location for all your feedback to reduce feedback overhead by 70% and increase feedback closure times by 10X. No code? No problem. Start instantly with a code-free browser extension, perfect for internal QA and bug tracking.
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    Starting Price: $7 per month
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    Discuss.io

    Discuss.io

    Discuss.io

    Discuss.io is a smart video platform that helps global brands and agencies plan, execute and share qualitative research conversations at scale. We help enterprise market researchers, UX researchers, product managers, sales professionals, brand managers and CX departments ramp consumer conversations and streamline the workflow. Built by market researchers, key features include live video interviews, mobile screen share, interactive whiteboards, built-in auto translation (100+ languages), powerful tagging and the Respondent Management Hub. Easily create clips of important moments and build a highlight reel that tells a story, without pouring through hours of video. In addition to a world-class technology platform, we can provide a range of market research services such as moderation, human translation, recruiting and program management through our marketplace.
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    Semeon Analytics

    Semeon Analytics

    Semeon Analytics

    Semeon can help you understand and prioritize large-scale employee, customer and marketplace feedback data from anywhere like social, surveys, reviews and CRM data. Our platform automatically extracts the most relevant multi-word concepts from your data, measures sentiment and generates insightful dashboards. Available in 10+ native languages, government entities, security and defense agencies, brands and organizations around the world rely on Semeon’s technology to improve customer experience and citizens’ life, reduce operational costs and drive growth.
    Starting Price: $1200/month
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    Usersnap

    Usersnap

    Usersnap

    Usersnap is a user feedback platform designed for product teams to gather product-specific insights, accelerate user testing, and improve stakeholder feedback loops. Companies such as Red Hat, Erste Bank, Lego, and Harvard University excel in their enterprise growth and operations with Usersnap. Product teams strive for user-centric processes and rely on Usersnap to gain clarity for product decisions. Grow in confidence with a scalable user feedback software as your partner. Usersnap is right for you if want to: ✔️ Create a user-centered and welcoming feedback culture ✔️ Streamline all product feedback to identify top roadmap contenders ✔️ Save time on communicating technical and design improvements ✔️ Conduct more in-product user research and unleash UX insights ✔️ Have a constant stream of new user feedback to stay on top of the voice of customers.
    Starting Price: $69.00/month
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    Mouseflow

    Mouseflow

    Mouseflow

    Mouseflow is a behavior analytics ecosystem, used by Product, Marketing, UX, Design, and Analytics teams across 190,000 websites worldwide to ensure the highest conversion rates and best website experience. Save time monitoring your website and know where exactly your visitors are experiencing friction and what's preventing them from turning into customers. Get insights into your visitors' behavior through heatmaps, session replay, conversion funnels, and form analytics. Set up feedback campaigns based on a variety of triggers to assist/recover conversions. Find out what really tipped an A/B test and why users won’t submit your forms. Identify and prioritize obstacles to conversion. Add visual context to speed up implementation.
    Starting Price: $31 per month when paid yearly
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    UserTesting

    UserTesting

    UserTesting

    UserTesting is a leading human insight platform designed to help enterprises capture authentic customer feedback at scale. It leverages a global network of participants and AI-driven analysis to deliver fast, actionable insights across marketing, product, design, and customer experience teams. The platform enables companies to test anything from messaging and creative assets to product features, reducing guesswork and maximizing ROI. UserTesting supports enterprise-grade compliance standards including SOC 2, GDPR, and HIPAA to ensure privacy and security. Trusted by world-renowned brands like Walmart, Microsoft, and Wells Fargo, it drives measurable business outcomes such as increased revenue, faster innovation, and reduced risk. UserTesting empowers organizations to put the real voice of the customer at the center of their decision-making.
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    Smaply

    Smaply

    Smaply

    Smaply is the leading platform for journey management, empowering teams to design, manage, and scale customer journeys across organizations. Built for those who put customers at the heart of their operations, Smaply offers robust tools to visualize journey maps and personas, enabling clear alignment and shared understanding across departments. Getting started has never been easier – no more fear of the blank page! With Smaply AI you can create a journey map in minutes, while still being 100% in control every step of the way. With Smaply’s journey management functionality, you can create structured journey hierarchies, maintain consistency across touchpoints, and manage journeys as dynamic, living assets. The platform supports centralized governance while offering flexibility, making it ideal for scaling CX initiatives in complex organizations. One of Smaply’s key strengths is its rich ecosystem of integrations, such as Google Analytics, Microsoft 365, Jira any many more.
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    Starting Price: €390.00/year
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    Looppanel

    Looppanel

    Looppanel

    We unlock the shortest distance from user research to product insights. There are some things only you know, for everything else, there’s AI. Even that PM can find answers on Looppanel, free yourself from endless ad hoc requests. No more hunting for answers in your transcripts. Let our AI highlight them for you.
    Starting Price: $25 per user per month
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    Hubble

    Hubble

    Hubble

    Hubble is an all-in-one user research platform designed to empower product teams with continuous user insights throughout the product development cycle. It offers a suite of tools, including unmoderated research capabilities such as usability tests, concept tests, prototype tests, design AB tests, live product tests, card sorting, and tree tests. These features enable teams to test product ideas early, scale user research insights, and make informed product decisions. Hubble also provides in-product surveys to collect contextual feedback from users, enhancing engagement and survey response rates. Additionally, it offers participant recruitment services, granting access to a diverse pool of over 4 million B2B and B2C user personas across 150 countries, streamlining the research recruitment process. The platform integrates with tools like Figma for seamless prototype testing and supports various question types for comprehensive data collection.
    Starting Price: $95 per month
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    Marvin

    Marvin

    Marvin

    Marvin is an AI-powered qualitative data analysis platform and research repository designed to streamline user research processes for teams in UX design, product development, and consulting. It automates tasks such as note-taking, transcription, and tagging during user interviews, allowing researchers to focus on uncovering valuable insights. Marvin's advanced AI capabilities facilitate rapid analysis of qualitative data, helping identify patterns and trends that inform better product and service development. The platform also offers features like centralized storage of research materials, collaborative tools, and seamless integration with popular productivity applications, enhancing team efficiency and knowledge sharing. By simplifying the research workflow, Marvin enables organizations to become more user-centric and innovative.
    Starting Price: $50/user/month
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    Useberry

    Useberry

    Useberry

    Useberry is a comprehensive UX research platform that enables product teams to build better digital products more efficiently. It offers a variety of research methods, including prototype testing, website usability testing, and access to a participant pool with over 100 targeting attributes across 34 countries. The platform integrates seamlessly with popular prototyping and design tools, allowing users to set tasks, validate assumptions, and progress confidently. Useberry provides powerful insights through features like click tracking, user flows, and recordings, which capture user interactions, including mouse movements, face, voice, and screen activity. The platform supports various testing methods such as single task, open analytics, first click, five-second tests, online surveys, card sorting, tree testing, preference testing, and randomization.
    Starting Price: $67 per month
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    User Evaluation

    User Evaluation

    User Evaluation

    User Evaluation is an AI-driven platform that acts as an innovative solution for customer understanding. It’s designed to help businesses uncover valuable user insights with various AI tools. The automated process of data analysis can extract key information from customer conversations and turn them into AI reports with visual graphics. It also features an intelligent AI chat that aids in data understanding and brainstorming ideas. Never lose track of your findings with AI tags and notes!
    Starting Price: $39 per month
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    UserBit

    UserBit

    UserBit

    UserBit is a comprehensive, cloud-based platform tailored for UX and product teams to efficiently manage and deliver their research. It offers a unified space for organizing user interviews, feedback, audio, video, and notes, facilitating seamless collaboration among team members. The platform's robust analytical tools, including tagging, affinity diagrams, and word clouds, enable in-depth qualitative analysis, transforming raw data into actionable insights. Additionally, UserBit provides specialized UX tools for creating and exporting design deliverables such as personas, journey maps, and visual sitemaps, streamlining the design process. By consolidating these functionalities, UserBit enhances team efficiency and supports informed decision-making in user experience design.
    Starting Price: $30/month
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    Optimal Workshop
    Optimal is the world’s most loved user insights platform, empowering every role in every business to embrace user insights through accessible, AI-powered tools that drive measurable business impact. From product managers and UX researchers to designers, marketers, and CX leaders, Optimal makes it easy for anyone to discover what users need, and act on it with confidence. Run user research and user testing at scale, including usability testing, card sorting, tree testing, surveys, and prototype validation, without needing a research background. Get fast, AI-powered analysis, recruit global participants, and share clear insights that drive action. Trusted by leading teams, Optimal helps reduce risk, improve UX, and deliver better digital experiences at speed.
    Starting Price: $199/month
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    Reveall

    Reveall

    Reveall

    Reveall is a software platform that makes continuous product discovery simple. We focus on helping you make sense of your research and use your customer insights to spot, prioritize and validate opportunities – making continuous product discovery a breeze. You come to Reveall when you want to deeply understand your customers to develop products that perfectly suit their needs.
    Starting Price: €19 per month
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    Productlane

    Productlane

    Productlane

    A feedback portal, research repository, and meeting recorder to help you prioritize better. Our vision is to accelerate global innovation by building a new standard tool for product discovery. Opinionated, fast, and seamlessly integrated with the modern product stack – we help our customers use insights from feedback, interviews, support, or sales to build truly great products.
    Starting Price: Free
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    Survicate

    Survicate

    Survicate

    Survicate is a Customer Feedback Platform that lets you collect, analyze, and act on feedback. Deploy targeted surveys across web, mobile, email, and in-product channels, triggered by user behavior and connected to your CRM, helpdesk, or product analytics tools. Aggregate feedback from 15+ sources including support tickets, call transcripts, App Store reviews, and auto-analyze all that feedback data with AI. Ask AI Research Assistant questions about all aggregated feedback. Answers backed by your actual data. 40+ native integrations including HubSpot, Salesforce, Intercom, Zendesk, Amplitude, and Slack, all help you act on these insights quickly. Used by product managers, researchers, and CX teams who need a feedback system that informs decisions.
    Starting Price: $56 per month
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    Aurelius

    Aurelius

    Aurelius

    Aurelius helps you gather all your research data, analyze it, capture insights, tie them to actionable outcomes, then search/share/organize and reuse all of that in one place. Aurelius offers: - near-human accurate transcriptions - powerful, flexible note-taking and tagging - automatic keyword analysis and AI features to help analysis - key insights - recommendations - automatic report builder - universal search - collections - Jira integration - Zoom integration - Zapier integration - SSO - advanced permissions and sharing - unlimited users - unlimited transcriptions - unlimited projects & data - best in class support
    Starting Price: $49.00/month
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    Condens

    Condens

    Condens

    Condens is a centralized platform designed to streamline user research by enabling teams to store, structure, analyze, and share qualitative data efficiently. It offers features such as AI-driven analysis, multilingual transcription, and collaborative tools, facilitating the rapid transformation of raw data into actionable insights. By creating a single source of truth, Condens enhances accessibility and collaboration across teams, promoting informed decision-making. Its enterprise-ready solutions ensure scalability, security, and seamless integration with existing workflows, making it a valuable asset for organizations aiming to elevate their research maturity.
    Starting Price: $15/month
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    ClosedLoop AI

    ClosedLoop AI

    ClosedLoop AI

    ClosedLoop AI is a product intelligence platform that transforms customer conversations into prioritized, outcome-driven insights. It automatically captures and structures feedback from tools like Slack, Gong, Zendesk, HubSpot, and Intercom without manual tagging. The platform extracts key signals such as pain points, feature requests, deal blockers, and workarounds from every interaction. Using AI-powered pattern detection, it clusters related feedback and highlights emerging trends across multiple channels. Outcome scoring connects each signal to business metrics like retention, expansion, adoption, and revenue impact. Teams can query their data using natural language or receive scheduled intelligence briefs tailored to their role. By turning raw feedback into actionable evidence, ClosedLoop AI helps product, engineering, and customer-facing teams make smarter roadmap decisions.
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    Evermuse

    Evermuse

    Evermuse

    THE WHAT: Evermuse is an AI advisor that turns customer calls into roadmap suggestions, so you can build better products, faster. THE WHY: - Product roadmapping is slow, incomplete, and subjective. - Sales & CS conversations tend to be a black box for your Product team. - Your Product team is relying on generic AI tools and call summaries not specific to the needs of your Product team. THE HOW: Evermuse ingests Sales, CS, and Product team conversations with customers via upload, direct recording in meeting platforms, and your pre-existing call recorders. Evermuse parses those calls into signals that your Product team cares about (e.g. needs, pain point, key quotes, & sentiment), and categorizes and counts them for frequency. Evermuse synthesizes those signals into fully cited opportunities to consider in your roadmapping efforts. Evermuse lets you Ask Anything of your full dataset of customer calls via an AI-powered chat so you can uncover insights.
    Starting Price: $100/month
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    Forsta

    Forsta

    Forsta

    The most powerful, flexible, connected, and most reliable experience & research tech platform. Forsta transcends methodological and data silos. All human experience is here. If it’s insightful, it’s measurable. Use customizable surveys to seek insight from any audience, from small teams to global communities. Take the data you need from any touchpoint or channel. Forsta comes packed with the tools to bring you better data and deeper insights. So you can push your business forward. If it’s insightful, it’s measurable. Use customizable surveys or moderated online conversations to seek insight from any audience – from small teams to global communities. Take the data you need from any touchpoint or channel. Bring all your data onto a single platform. So you can see the stories behind the statistics. Use advanced analytics tools to search, sort and filter in whatever way gets you to the answers you need.
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    Relative Insight

    Relative Insight

    Relative Insight

    With a background in protecting children online, our comparative text analysis platform extracts business value from your text data. Relative Insight’s technology helps marketing insights professionals and brand specialists like you extract more value out of the text data you’ve already got. By utilizing a comparative approach, our platform helps you to generate rich audience insights quickly and at scale. This adds sophistication and science to your qualitative analysis. Equipped with unique marketing insights, brands can develop sharper communications, better brand positioning, and more resonant campaigns. Our platform will help you decipher and embrace your unstructured data and reduce the time it takes to analyze. This same approach can be used to analyze other primary research transcripts including videos, interviews, and focus groups, you’re sitting on a data goldmine! Relative Insight enables you to compare your brand messaging against competitors.
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    visitorX

    visitorX

    visitorX

    Transform physical spaces into continuous visual consumer feedback sources. Numbers and metrics don't tell the whole story. Video enables marketing, product mgmt and product design to see the customers' journey. visitorX began as a research project into human behavior, originally funded by the National Science Foundation and operating under the name Perceive. Our mission is to understand the details of human behavior, in the real world, at huge scale. Since 2014 we have been developing breakthrough computer vision technology and today we are realizing the commercial value of our system in the enterprise. visitorX is the culmination of hundreds of hours of market research and pilots with customer experience innovators at organizations of all sizes. We're glad you're here and hope you'll join us on our journey as a team member, investor, or customer.
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    OpenText Unstructured Data Analytics
    OpenText™ Unstructured Data Analytics products employ AI and machine learning to help organizations uncover and leverage key insights stored deep within their unstructured data, including text, audio, video, and images. Organizations can connect all their data to understand the context and information locked inside high-growth unstructured content—at scale. Discover insights hidden within all types of media with unified text, speech, and video analytics that support more than 1,500 data formats. Use natural language processing, optical character recognition (OCR), and other AI-powered models to understand and track the meaning within unstructured data. Employ the latest innovations in machine learning and deep neural networks to understand written and spoken language in data, revealing greater insights.
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    Dovetail

    Dovetail

    Dovetail Dental Software

    Improve your workflow and profitability with patent-pending technology from Dovetail. As a mobile cloud-based dental software solution, Dovetail allows users to have instant access to information, anywhere at anytime. Dovetail's intuitive, browser-based dental practice management platform eliminates data entry and facilitates a 100% paperless environment for your clinic. Key capabilities and features of Dovetail include treatment plan, charting, progress notes, punch clock, chat platform, patient portal, e-claims, image management, and mobile payments.
    Starting Price: $549 per month
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    Semantria

    Semantria

    Lexalytics

    Semantria is a natural language processing (NLP) API from Lexalytics, leaders in enterprise sentiment analysis and text analytics since 2004. Semantria offers multi-layered sentiment analysis, categorization, entity recognition, theme analysis, intention detection and summarization in an easy-to-integrate RESTful API package. Semantria is totally customizable through graphical configuration tools, supports 24 languages, and can be deployed across private, public and hybrid clouds. Semantria scales effortlessly from single servers to entire data centers and back again to meet your on-demand processing needs. Integrate Semantria to add powerful, flexible text analytics and natural language processing capabilities to your cloud-based data analytics products or enterprise business intelligence infrastructure. Or add Lexalytics storage and visualization tools to create a complete business intelligence platform for storing, managing, analyzing and visualizing text documents.
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    Fullstory

    Fullstory

    Fullstory

    Fullstory is a behavioral data platform that surfaces the sentiment buried between clicks, revealing the untold story behind consumer behaviors. From building better fraud detection and forecasting to creating personalization that genuinely resonates, Fullstory enables product, engineering, and data teams to connect sentiment signals with other data sources to intentionally design the next best action. Providing deeper and more immediately actionable insights beyond conventional web and product analytics that can only surface what’s happening but not why, Fullstory is the only behavioral data platform that provides the context needed to build in-the-moment experiences that drive revenue. With automatically captured, indexed, and semantically structured first-party data— served up to your data ecosystem or through our product analytics with session replay, Fullstory’s behavioral data is ready-made for AI. Enterprises no longer waste countless hours and resources analyzing data.
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    Voxco Survey Platform
    Voxco Survey Platform is a comprehensive, omnichannel solution designed to facilitate sophisticated data collection and analysis across various modes, including online, phone, and face-to-face surveys. With over 40 question types available in more than 100 languages, it enables users to create engaging and responsive surveys tailored to diverse research needs. The platform offers advanced features such as drag-and-drop survey design, complex logic implementation, and multimedia integration, ensuring a seamless and interactive respondent experience. Additionally, Voxco provides robust analytics capabilities, including real-time dashboards and in-depth reporting, allowing organizations to uncover actionable insights efficiently. Trusted by over 450 global clients in more than 40 countries, Voxco empowers businesses and researchers to capture and analyze feedback with ease.
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    UserTribe

    UserTribe

    UserTribe

    We test to understand real people. And to understand real people you need not only hear what they say but also how they say it, what they look like, what feelings they express and how they engage with your product or solution. The UserTribe platform enables video-based testing with real customers all over the world combined with anthropological analysis enhanced by AI and machine learning. The result is deep human insights that empower businesses to make great customer experiences. Discover exclusive insights on customer-centricity and how you can involve your customers in your business processes and decision making. People express themselves using all their senses and in context. In order to fully understand the customer and create valid human insights, UserTribe’s methodology and software utilize the rich video-format to capture and analyze all sensory reactions from sentiment to facial expression.
    Starting Price: $150 per year
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    Netigate

    Netigate

    Netigate

    Netigate is a feedback platform that allows you to collect and manage valuable business insights using online surveys. Specialising in Voice of the Customer and Voice of the Employee feedback, Netigate is the complete GDPR-compliant solution for companies of all sizes. We combine a user-friendly survey platform with in-house expertise to bring you advanced data analysis, numerous survey distribution methods, real-time reporting, expert-crafted templates, text analysis for open-text-answers and much more.
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    EnjoyHQ

    EnjoyHQ

    UserTesting

    Everything you need to build an effective research system. Centralize all your research data, improve collaboration, standardize your research process and share insights easily. Keep your classification system organized. Manage tags, properties and labels easily. Data security and privacy compliance. Trusted by private and public companies all over the world. Analyze your data and build helpful reports. Connect the dots between insights. Find anything in seconds. Hundreds of filters at your fingertips. AI powered search that works. Standardize your research practice by building templates that everybody can use. Empower more people to do better research. Deep integrations that give you real superpowers and access to customer feedback easily and say goodbye to complicated Zapier workflows. Upload files of all sizes and formats with no additional charges. Turn your audio or video recordings into timestamped transcripts. Get instant visibility of who’s engaging with insights.
    Starting Price: $25 per month
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    Dovetail Software

    Dovetail Software

    Dovetail Software

    Dovetail Software provides an HR Service Delivery Experience that includes HR Case Management, Employee Portal, HR Knowledge Management and Reporting & Analytics that enables HR to achieve excellence in HR Service Delivery and meets the needs of a modern HR team. These needs include enhancing the Employee Experience and improving HR Experience of delivering HR services. Founded in 1996 as a CRM (Customer Relationship Management) company based in Austin, Texas, Dovetail Software started life focusing on the Customer Service and Support market offering and implementing products to large scale enterprise organizations. In 2008 we shifted focus and created products for global workforces, specifically HR Service Delivery, with our current product lineup - Employee Portal, HR Case Management , HR Knowledge Management and Reporting & Analytics.
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    Medallia

    Medallia

    Medallia

    Medallia allows you to thoughtfully and systematically engage your users with targeted, in-the-moment surveys across digital and traditional touchpoints. Our easily implemented survey solutions ensure you're gathering relevant, actionable data to make measurable customer impact. Once the customer survey data is collected, Medallia's AI technology uses machine learning to analyze structured and unstructured data to uncover sentiment, find commonalities, predict behavior, anticipate needs and prescribe actions to improve experiences. Build the most effective surveys for your customer journeys. Rapidly manage change and innovation to every aspect of your experience management program—from design to emails, questions and translations—with sophisticated targeting logic, flexible conditioning and distribution. Medallia surveys allow you to
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    Rayfeed

    Rayfeed

    Rayfeed

    Validate and improve your website or prototypes using video feedback from your customers. Tell your users what to do by using prompts in the form of text bubbles. No coding skills required! Send a special link to your testers. We’ll detect who they are and record their video feedback so you can play it back in our app. Improve conversion rates, user retention and customer satisfaction by implementing changes based on user feedback. Watch & hear feedback from customers as they use your product. You'll be able to see where they get stuck and hear their thoughts on your product. Get the insights you’re looking for without breaking a sweat. You can guide your customers as they leave feedback using pre-defined prompts in the form of text bubbles. Access any of your videos for a quick replay, skip to the tasks you’re interested in and share the data with your team. It's all about getting the feedback you need to make informed product and marketing decisions.
    Starting Price: $36 per month
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    Feedback Loop

    Feedback Loop

    Feedback Loop

    The Agile Research Platform for Rapid Consumer Feedback. Fast, easy, reliable consumer insight for product managers and researchers alike. Fortune 500 companies trust Feedback Loop to bring the voice of the consumer into critical market decisions. With a turnkey platform that gathers consumer feedback in days, not months. Creating a feedback loop with your consumers is as easy as one, two, three. Select from pre-vetted and custom templates, upload a script, or request expert research guidance on-demand. Select an audience from your team library or create a new audience based on demographic and behavioral criteria. Include charts, text responses, videos, sentiments, and machine learning-generated insights. A research approach that provides directional feedback early and often. We’ll source your target customers from a quality audience pool of millions. Just select the demographics and behaviors you want, and Feedback Loop does the rest.
    Starting Price: $1,500 per month
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    Great Question

    Great Question

    Great Question

    Designers, researchers, product managers, and marketers use Great Question to build panels, schedule interviews, send incentives and share insights. Build a panel of engaged customers so you can quickly get answers to your great question. Import, invite, and filter to find your perfect match. Easily integrate or use our research calendar to schedule interviews. Launch surveys and prototype tests in minutes rather than hours. Turn interviews and survey results into consumable reports with tags, clips, highlights, and results. Share insights for anyone to view. Talking to your customers to truly understand them, and get feedback on what you're creating is the basic building block of building something truly great. Most companies today aren't set up with the systems and processes to make customer research a part of their decision-making processes. We're a small but mighty team of experienced product managers, designers, engineers, and entrepreneurs.
    Starting Price: $49 per month
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    Qualaroo

    Qualaroo

    ProProfs

    Customer & User Feedback Software. Survey visitors on your website or app with Qualaroo Nudges™. Qualaroo makes it easy to survey specific users in context while they are looking at your product, service & brand. Get actionable user insights based on where visitors are on your site, who they are, how much they pay, visit history and more. Select from professionally designed questions and templates or create your own. Customize Nudges with your company colors and branding for a native feel. Qualaroo responses are 10x more valuable than email surveys because they catch your visitor in real-time, with context. When you ask questions right on your site or app, the responses are of higher value. You can determine exactly when and who the survey targets. Target your customers based on specific actions, behavioral patterns, events, locations, browser cookies, or data streamed from your applications.
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    Starting Price: $64/Month 20% off
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    Voxpopme

    Voxpopme

    Voxpopme

    Finally, Qualitative Feedback at Incredible Speed, Scale, Depth, and Value. Video feedback allows you to better understand your customers and build empathy with agile qualitative insight at scale. Keep a pulse on the ever-changing behaviors and mindsets of the people that matter most to your business, to influence and drive action, empowering better decisions. Agile Qual is the most efficient way to gain empathy for your business. Don’t just take our word for it, we were voted the number one company by the definitive strategic guide to consumer insights, the Greenbook Research Industry Trends Report. Turn your qualitative agile with video feedback. Video feedback allows you to capture that depth of understanding you’ve been looking for from the people you care about most, at a fraction of the time and cost of focus groups and interviews. Reach respondents anywhere in the world with a series of questions they can respond to via self-recorded videos.
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    Luminoso

    Luminoso

    Luminoso Technologies Inc.

    Luminoso turns unstructured text data into business-critical insights. Using common-sense artificial intelligence to understand language, we empower organizations to discover, interpret, and act on what people are telling them. Requiring little setup, maintenance, training, or data input, Luminoso combines world-leading natural language understanding technology with a vast knowledge base to learn words from context – like humans do – and accurately analyze text in minutes, not months. Our software provides native support in over a dozen languages, so leaders can explore relationships in data, make sense of feedback, and triage inquiries to drive value, fast. Luminoso is privately held and headquartered in Boston, MA.
    Starting Price: $1250/month
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    Cauliflower

    Cauliflower

    Cauliflower

    Whether for a service or a product, whether a snapshot or monitoring over time - Cauliflower processes feedback and comments from various application areas. Using Artificial Intelligence (AI), Cauliflower identifies the most important topics, their relevance, evaluation and relationships. In-house developed machine learning models for the extraction of content and evaluation of sentiment. Intuitive dashboards with filter options and drill-downs. Use included variables for language, weight, ID, time or location. Define your own filter variables in the dropdown. Cauliflower translates the results into a uniform language if required. Define a company-wide language about customer feedback instead of reading it sporadically and quoting individual opinions.
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    Skimle

    Skimle

    Skimle

    Skimle transforms unstructured qualitative data into structured, analyzable datasets using AI. Unlike RAG chatbots that retrieve random passages, Skimle systematically processes entire document sets upfront—analyzing each section, extracting insights, and organizing them into hierarchical theme taxonomies. Upload interview transcripts, PDFs, audio/video, reports, or any qualitative data. Skimle's worklow (inspired by academic thematic analysis) codes every passage, identifies patterns, and creates a "spreadsheet" where documents are rows and themes are columns. Every insight links to verified quotes - no hallucinations. 100+ languages, 1,000+ docs/project, GDPR-compliant EU storage, full traceability (themes↔quotes), editable categories, AI reasoning chat, export to Word/Excel/PowerPoint reports etc. Why different: Combines academic-grade rigor with AI speed. What takes weeks in NVivo or other legacy tools takes hours in Skimle, with full audit trails for peer review.
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    TAS Insight Engine
    Discovering, extracting, retrieving and finding the value in your enterprise data is all about getting insights. TAS Insight Engine provides you all the essential insights leading you to the right business decision. Getting insight means a kind of information extraction out of enterprise data, with the aim of supporting the business decision making. It is obvious why getting insight plays a major role nowadays, since understanding your data and obtaining results and answers are essential to face the challenges of today’s business world. In all areas or sectors, always. To make this possible, TAS Insight Engine combines the latest achievements as benefits of text analytics, Natural Language Processing (NLP) and Machine Learning (ML).
    Starting Price: €550 EUR / month / user
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    InfoNgen

    InfoNgen

    EPAM Systems

    InfoNgen is a text analytics and sentiment analysis solution that automatically finds actionable insights hidden in mountains of data. Find, share and analyze only critical information, from structured and unstructured data, to dramatically free up your teams' time to make more informed, strategic decisions. With its proprietary tools for text analytics and sentiment analysis, InfoNgen lets you uncover patterns, trends and anomalies hidden deep within your data. InfoNgen is the only text analytics product available that offers its distinct use cases combined with its powerful features, arming your employees with the information they need to make better decisions, faster. Through its powerful intelligent search capabilities, text analytics features, customizable delivery options and prebuilt industry taxonomies, InfoNgen gives businesses a resource to find critical information, immediately.
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    Kimola Cognitive
    Kimola Cognitive is a rock-solid Machine Learning Platform that enables users to grab reviews from 20+ channels and analyze + classify customer feedback -or any text data- automatically. Here are the TOP skills of Kimola Cognitive: - Scrape Web and Collect Reviews - Text Analysis with Entity Recognition - Analyze Data with Pre-Built models on Kimola Cognitive Gallery - Create, Train and Store Your Own Custom Models (No Coding Skills are Required) - Create Executive Summary, Generate SWOT Analysis and many powerful marketing materials using GPT Integration - Available in 6 languages (and counting!)
    Starting Price: $199 / 10000 Queries / month
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    dscout

    dscout

    dscout

    Get the in-context data you need to make better, user-centered decisions. A flexible tool built for more than just diary studies. Prototype feedback, competitive analysis, in-the-wild product discovery, field work supplementations, shopalongs. There’s no limit to the methodologies teams harness with Diary. Fieldwork quality insights made affordable and agile. Press “go” on your study, then return to the platform with results waiting. Diary gets you immersive data you can collect at “just the right time,” and review on your own time. Take impactful action items from challenging research questions. dscout findings are built for impact. Harness powerful in-platform analysis tools to tag, filter, and synthesize with ease. Share with your stakeholders and engender empathy with intimate video responses. From launch, to field, to deliverable with ease. Pull out your most articulate participants with our machine-learning-based “expressiveness” feature.
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    Commerce.AI

    Commerce.AI

    Commerce.AI

    Our systems intelligently gather a variety of high quality unstructured data streams across hundreds of sources, in the form of text, voice, images and videos. Our systems clean this data and are trained to extract signals across products, services, attributes, brands, sentiments, customers, markets, and trends. It gets synthesized and contextualized using our proprietary Deep Product Learning ® technology. Use our enterprise-grade integrations to ingest your private data. Assess and benchmark your view of your products and services with the competitive landscape. Our platform delivers powerful AI-driven actions where you need it - dashboard, APIs and integrations - and turn insights into action, across PIMs, CRMs, voice assistants, chatbots, and more.
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    Kriptos

    Kriptos

    Kriptos

    We use Artificial Intelligence in order to automatically classify unstructured data. Our platform provides you with a clear view of document sensitivity by area. With intuitive graphics, you can identify which areas of your organization handle the most sensitive information and see the percentage breakdown. Make informed decisions to safeguard your most valuable assets. Classify and label millions of documents using Artificial Intelligence. Dashboard with analytics and statistics in real-time. Our cutting-edge classification technology empowers you to pinpoint precisely who, where, and how your organization accesses its most sensitive documents. With our intuitive web platform, gain insights into user behaviors and identify areas with the highest levels of access to confidential information. Take control of your data security like never before. Our solution is fully customizable to your business language and self-learns in the process to get better classification results.
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    Restructured
    Restructured is an AI-powered platform designed to help businesses extract insights from unstructured data at scale. Whether dealing with documents, images, audio, or video, it combines LLM capabilities with advanced search and retrieval methods to not only index information but also understand it in context. Restructured transforms massive datasets into actionable insights, making complex data easy to navigate and analyze.
    Starting Price: $99/user/month