Best Conversational AI Survey Platforms - Page 11

How Many Conversational AI Survey Platforms Products Does G2 Track?

Total Products under this Category: 197

Category Stats (Sep 2026)

  • Average Rating: 4.35/5 (↓0.14 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Automated Combat (+6.25%) - Among all products in this category, Automated Combat recorded the largest rating increase compared to last month

Last updated: September 30, 2026

How Does G2 Rank Conversational AI Survey Platforms Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 7,500+ Authentic Reviews
  • 197+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Conversational AI Survey Platforms

G2 Grid® for Conversational AI Survey Platforms plotting products by satisfaction and market presence

Highlighted products: Prolific, ElevenLabs, G2 Marketing Solutions, Maze, Hubble, Gather, Strella, and ReadingMinds.

Underlying data: [Grid® JSON](https://www.g2.com/categories/conversational-ai-survey-platforms/grids.json?focus%5B%5D=prolific-2025-09-29&focus%5B%5D=elevenlabsio&focus%5B%5D=g2&focus%5B%5D=maze-2025-09-01&focus%5B%5D=hubbleux&focus%5B%5D=beheard-gather&focus%5B%5D=strella&focus%5B%5D=readingminds)

reOS

reOS is an advanced operating system designed to streamline customer research processes by integrating planning, execution, analysis, and action into a cohesive workflow. It enables users to plan studies, conduct interviews, analyze feedback from multiple channels, and trace every insight back to its source. By closing the loop, reOS ensures that research leads to actionable changes, customer notifications, and measurable outcomes. Key Features and Functionality: - Plan: An AI research assistant helps develop study plans, formulate precise research questions, and create moderation guides. - Recruit: Users can recruit participants from CRM-connected panels, manage outreach campaigns, schedule sessions, obtain consent, and handle incentive payments. - Conduct: The platform supports live interviews with silent observers, AI-moderated interviews at scale, and prototype testing with users. - Analyze: All data, including interviews, support tickets, emails, and form responses, are processed through the DIVE™ pipeline, ensuring every insight is traceable to its original source. - Act: Insights are transformed into tracked initiatives, facilitating the implementation of changes, notifying customers, and initiating follow-up studies. Primary Value and User Solutions: reOS addresses the common issue of research findings becoming stagnant in reports by providing a dynamic platform that ensures research leads to tangible actions. It eliminates the inefficiencies of using multiple disconnected tools by offering an all-in-one solution for recruiting, scheduling, interviewing, testing, transcription, analysis, and reporting. The platform's human-led AI analysis ensures transparency and traceability, allowing users to validate insights down to the exact moment they were derived. By integrating every aspect of the research process, reOS empowers organizations to make informed decisions, implement changes effectively, and measure their impact, thereby enhancing the overall customer experience.

Who Is the Company Behind reOS?

Research Studio

Research Studio is an AI-powered web application designed to revolutionize user experience (UX) research by automating data analysis, thereby saving time and reducing costs. Developed by a team of product designers from Romania, the platform aims to assist smaller businesses with limited UX and marketing budgets by streamlining their research processes. By leveraging large language models (LLMs), Research Studio enables users—including UX designers, product managers, and marketing specialists—to focus on conducting research while the platform handles the analysis, minimizing human bias and accelerating the research cycle. Key Features and Functionality: - Multi-Format Support: Accepts various file types such as PDFs, Word documents, Excel files, and more, supporting over eight formats in 99+ languages. - Instant Summarization: Generates concise summaries of uploaded research documents, providing quick insights into user data. - AI Chat Assistant: Offers an AI-driven chat feature that allows users to ask direct questions about their research data, delivering immediate answers based solely on the provided materials. - Insight Extraction: Automatically identifies key pain points and takeaways from research data, highlighting the top insights without manual intervention. - Persona Generation: Creates detailed user personas from research data in seconds, aiding in understanding target audiences. - User Journey Mapping: Charts customer processes and phases, distinguishing between assumptions and actual user goals. - Data Visualization: Provides AI-generated diagrams that visually represent tasks and processes discussed in research documents. Primary Value and Problem Solved: Research Studio addresses the challenges of time-consuming and costly UX research analysis by automating the process through AI. This automation allows businesses, especially those with limited budgets, to conduct thorough user research without the traditional expenses and time constraints. By reducing research time by nearly two-thirds, the platform enables users to focus on executing research and implementing findings, while minimizing human bias in data analysis.

Who Is the Company Behind Research Studio?

RocketSurvey

RocketSurvey is an AI-powered conversational survey platform for businesses that want more useful customer feedback and more high-quality Google reviews. Instead of sending customers a static form, RocketSurvey guides them through a simple conversation, captures the details behind their experience, and helps the business understand what went well, what needs attention, and which customers are ready to leave a public review.

Who Is the Company Behind RocketSurvey?

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RowFlow

RowFlow is an AI-native platform that revolutionizes traditional web forms by transforming them into natural, conversational experiences. By replacing static forms with interactive dialogues across channels like SMS, WhatsApp, email, Slack, and embedded chat, RowFlow enhances user engagement and streamlines data collection processes. Key Features and Functionality: - AI-Powered Conversational Forms: Converts rigid web forms into dynamic conversations, leading to higher completion rates and eliminating the need for manual follow-ups. - Multi-Channel Communication: Engages users through their preferred platforms, including SMS, WhatsApp, email, Slack, and phone calls, without requiring app downloads or logins. - Automated Follow-Ups: The AI autonomously sends reminders and follows up with users until the required information is collected, reducing the burden on human teams. - Intelligent Data Extraction: Processes free-form responses into structured data, ensuring accuracy and consistency for integration with existing systems. - Real-Time Clarifications: Asks context-specific follow-up questions during conversations to validate and clarify responses, enhancing data quality. Primary Value and User Solutions: RowFlow addresses the common challenges associated with traditional forms, such as low completion rates, user frustration, and the need for manual follow-ups. By facilitating natural, AI-driven conversations, it meets users where they are, leading to increased engagement and more accurate data collection. This approach is particularly beneficial for tasks like lead qualification, customer feedback, surveys, onboarding, event registration, and internal check-ins. Organizations adopting RowFlow can expect to double response rates while significantly reducing internal overhead, thereby enhancing operational efficiency and user satisfaction.

Who Is the Company Behind RowFlow?

Sayify

Sayify is an AI-powered intake and workflow platform that helps businesses collect richer responses through voice, video, screen recordings, file uploads, text, ratings, and structured inputs. The platform combines AI analysis, automation, and workflow routing to help teams move beyond traditional static forms and manual follow-up processes. With 35+ response types, drag-and-drop workflow design, multilingual support, AI transcription, summaries, sentiment analysis, urgency detection, custom extraction fields, and integrations with Slack, Zapier, Google Sheets, webhooks, APIs, and automation platforms, Sayify is designed for workflows such as lead qualification, client onboarding, support triage, feedback collection, async communication, and research reporting. Sayify also supports embeddable widgets, hosted intake pages, QR codes, autoresponders, follow-ups, personalized outreach workflows, approval destinations, hidden parameters, engagement analytics, downloadable resources, white-label branding, custom subdomains, and more. The core workflow behind Sayify is simple: Collect → Analyze → Route → Follow Up → Close the Loop.

Who Is the Company Behind Sayify?

  • Seller: Sayify
  • Year Founded: 2025
  • HQ Location: Newark, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

SaySo

Who Is the Company Behind SaySo?

  • Seller: SaySo
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Seda

Seda is an AI-driven platform that revolutionizes customer research by delivering actionable insights in hours instead of weeks. By building foundational behavior models, Seda simulates customer interactions and conducts research studies against synthetic populations, while also offering access to a panel of 30 million human respondents across over 130 countries. Key Features and Functionality: - AI-Led Interviews and Simulations: Seda's AI conducts interviews and simulates consumer behavior, providing deep insights without the need for human analysts. - Scalable Research: Users can set objectives, choose target audiences, and let Seda handle the rest, eliminating the need for external agencies and lengthy timelines. - Diverse Audience Access: Instantly tap into a vast pool of verified human respondents or deploy synthetic AI agents tailored to specific personas. - Automated Analysis: The platform not only collects data but also probes further, follows up, and synthesizes findings into structured reports. - Persistent Consumer Panels: Build synthetic consumer panels once and utilize them for various product decisions, pricing changes, and creative tests. Primary Value and User Solutions: Seda addresses the traditional challenges of customer research by significantly reducing the time and resources required to gather meaningful insights. By automating the research process and providing access to both human and synthetic respondents, Seda enables businesses to make informed decisions swiftly, test strategies before full-scale implementation, and maintain a continuous understanding of their target market. This leads to faster product development cycles, more effective marketing strategies, and a competitive edge in understanding consumer behavior.

Who Is the Company Behind Seda?

  • Seller: Seda
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    637 employees on LinkedIn®

SenseFeedback

SenseFeedback is an AI-powered platform designed to streamline the collection, organization, and analysis of customer feedback across multiple channels. By integrating feedback from APIs, emails, surveys, and manual inputs into a unified dashboard, SenseFeedback enables businesses to transform scattered insights into actionable workflows efficiently. Its intelligent automation reduces manual effort, allowing teams to focus on enhancing products and services based on real-time customer sentiments and trends. Key Features and Functionality: - Multi-Channel Collection: Seamlessly captures feedback from various sources, including API integrations, email forwarding, CSV uploads, and manual entries. - AI Auto-Organization: Utilizes smart tagging to categorize feedback by theme, sentiment, and priority, eliminating the need for manual sorting. - Real-Time Updates: Ensures the dashboard remains current with instant updates as new feedback is received. - Instant Insights: Provides immediate access to top trends, sentiment patterns, and actionable summaries, facilitating quick decision-making. - Universal Search: Offers powerful search capabilities with smart filters to locate specific feedback across all channels efficiently. - Adaptive Follow-Ups: Employs context-aware micro-prompts to delve deeper into feedback without causing respondent fatigue. - Live Emotional Tone Analysis: Instantly assesses the polarity and intensity of feedback, extracting key phrases for deeper understanding. - Theme Clustering: Groups similar language patterns to uncover emerging risks and opportunities. Primary Value and Solutions Provided: SenseFeedback addresses the common challenge of managing and interpreting vast amounts of customer feedback from diverse channels. By automating the collection and organization process, it significantly reduces manual workload, enabling businesses to: - Enhance Productivity: AI tools maximize efficiency by automating feedback categorization and analysis. - Improve Usability: The modern, user-friendly interface ensures a friction-free experience for teams. - Reduce Support Volume: Outbound messaging capabilities help decrease the need for support interventions. - Gain Actionable Insights: Real-time dashboards and instant analytics empower businesses to make informed decisions swiftly. By consolidating feedback into a single, intelligent platform, SenseFeedback enables organizations to respond proactively to customer needs, refine their offerings, and drive continuous improvement.

Who Is the Company Behind SenseFeedback?

Sentio

Surveys tell you what people think. Sentio tells you why. Sentio replaces long surveys with short AI-led feedback conversations via QR code, link or NFC tag. No app, no account: your visitors or customers simply talk or type in their own language (14 languages supported), and Sentio asks natural follow-up questions to get the story behind the score. Every conversation becomes themes, sentiment, Net Promoter Score and verified quotes on one dashboard. Every number is countable and every quote is traceable to the original answer. Instant alerts flag critical issues; the Signal tool lets visitors report a problem with a photo. Built in Europe and hosted in the EU: GDPR by design, no voice recordings stored, and your data is never used to train AI models. Sentio is built by Sento Group, whose founders bring years of visitor-research experience with museums, libraries, theatres and municipalities — now expanding into commercial sectors. Real feedback from your own audience, not just a rented panel. Made for any place where customers walk in and out: garages, supermarkets, retail chains, shopping centres, hospitality, gyms - and for public organisations such as museums, libraries, pools, theatres and municipalities.

Who Is the Company Behind Sentio?

Senty

Senty is an advanced customer research platform designed to provide businesses with rapid, cost-effective insights into customer feedback. By analyzing app store reviews, Senty delivers comprehensive reports that reveal what customers think, feel, and desire, enabling companies to make informed product decisions without the delays and expenses associated with traditional research methods. Key Features and Functionality: - Expert and AI-Driven Analysis: Combines human expertise with artificial intelligence to generate actionable insights from customer feedback. - Quantitative and Qualitative Data: Offers robust data to effectively manage stakeholder expectations and inform decision-making. - Rapid Turnaround: Delivers research reports up to 15 times faster than conventional methods, typically within 24 hours. - Cost Efficiency: Achieves up to 99.6% savings compared to traditional research costs. - User-Friendly Process: Simplifies the research process into a few easy steps, from app selection to report delivery. Primary Value and Problem Solved: Senty addresses the challenges of time-consuming and expensive customer research by offering a streamlined, affordable solution. It empowers businesses to quickly understand customer sentiments and preferences, facilitating the development of products that truly resonate with their target audience. This approach removes guesswork, accelerates product development, and enhances customer satisfaction.

Who Is the Company Behind Senty?

SocioSim

SocioSim is an AI-powered platform that revolutionizes audience research by enabling businesses, researchers, and creators to obtain instant feedback on pricing, messaging, and new initiatives. By simulating responses from a diverse swarm of AI agents that mirror target audiences, SocioSim delivers valuable insights in minutes, significantly reducing the time and cost associated with traditional surveys. Key Features and Functionality: - AI-Powered Audience Creation & Profiling: Instantly generate detailed audience archetypes, delving beyond basic demographics to uncover nuanced behaviors and motivations. - AI-Assisted Survey & Scenario Design: Utilize AI to co-create relevant, unbiased survey questions and scenarios tailored to specific audiences and objectives. - Rapid AI Response Simulation: Deploy a dynamic swarm of AI agents representing the target audience to receive diverse, simulated responses swiftly. - Context Variants & A/B Testing: Effortlessly test multiple versions of ideas, such as marketing messages or product concepts, to identify the most effective strategies. - Intelligent Results Analysis & Visualization: Automatically analyze responses, highlighting key themes and patterns through intuitive dashboards for quick comprehension. Primary Value and User Solutions: SocioSim addresses the challenges of slow and costly traditional research methods by providing rapid, cost-effective insights. It empowers users to validate concepts before significant investment, refine messaging for maximum impact, and explore diverse perspectives without extensive fieldwork. By leveraging advanced AI simulations, SocioSim enables faster decision-making and more impactful innovations, ensuring that businesses stay agile and responsive in today's fast-paced environment.

Who Is the Company Behind SocioSim?

SonicLM

SonicLM is an AI-driven platform designed to automate voice-based surveys and interviews, enabling businesses to efficiently gather customer feedback, conduct recruitment screenings, qualify leads, perform market research, and more. By leveraging advanced voice technology, SonicLM's AI agents can handle thousands of simultaneous calls, ensuring rapid and scalable data collection. Key Features and Functionality: - Rapid Setup: Deploy voice-powered surveys and interviews within minutes. - Phone and Online Surveys: Engage customers via phone calls or through unique online survey links accessible from any browser. - Unlimited Surveys: Create and manage an unlimited number of surveys without restrictions. - Scalability: Handle thousands of concurrent calls, ensuring efficient data collection even during peak times. - Comprehensive Response Analysis: Collect and analyze all survey responses directly from the intuitive dashboard. Primary Value and Solutions Provided: SonicLM addresses the challenge of time-consuming and resource-intensive survey processes by automating voice interactions. This automation allows businesses to gather authentic customer insights, streamline recruitment interviews, qualify leads effectively, and conduct in-depth market research without manual intervention. By providing a scalable and efficient solution, SonicLM empowers organizations to make data-driven decisions swiftly and accurately.

Who Is the Company Behind SonicLM?

Soon Pulse

Soon Pulse is an AI-powered feedback process for teams that want to understand how scheduling decisions affect the people doing the work. It helps managers collect structured input from employees, surface patterns in team sentiment, and turn feedback into better workforce planning decisions. Scheduling is not only a coverage problem. A schedule can meet every staffing requirement and still create friction: unfair shift distribution, overloaded days, unpopular activities, unclear availability, missed preferences, or changes that feel hard for the team to absorb. Soon Pulse gives teams a way to close that loop. With Soon Pulse, feedback becomes part of the planning system instead of living in scattered messages, hallway conversations, surveys, and manager memory. Teams can gather signals around schedules, workload, availability, fairness, preferences, and operational pressure. AI helps summarize recurring themes, highlight risks, and make feedback easier to act on. Soon Pulse fits naturally alongside Soon's scheduling, activity planning, and automation tools. Managers can see where the plan works, where the team feels strain, and what should change before small issues become operational problems. The result is a more responsive scheduling process: better coverage for the business, clearer communication for employees, and a stronger feedback loop between planning decisions and real team experience.

Who Is the Company Behind Soon Pulse?

  • Seller: Soon
  • Year Founded: 2018
  • HQ Location: Amsterdam, NL
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Stealthinterview

Stealth Interview is an AI-powered desktop application designed to revolutionize the interview preparation process. By leveraging advanced conversational AI models, it offers users an interactive and personalized experience to enhance their interview skills. Key Features and Functionality: - Conversational AI: Engage with AI-driven simulations that mimic real interview scenarios, providing a dynamic practice environment. - Unlimited Usage: Access the platform without restrictions, allowing for extensive practice sessions tailored to individual needs. - Advanced AI Models: Utilize cutting-edge models such as GPT-4.1, 4o, and Claude Sonnet 3.5, with premium plans offering access to o1 and Claude Sonnet 3.7 for enhanced performance. - Accelerated AI Solutions: Premium subscribers benefit from faster AI responses, ensuring efficient and effective preparation. - Priority Support: Receive dedicated assistance with reduced response times, especially with higher-tier plans offering support windows as short as two hours. Primary Value and User Solutions: Stealth Interview addresses the common challenges faced by job seekers in preparing for interviews. By providing a realistic and interactive platform, it helps users build confidence, refine their responses, and improve overall performance. The integration of advanced AI models ensures that users receive up-to-date and relevant practice, making the preparation process more effective and less stressful. With flexible subscription plans, Stealth Interview caters to various needs, from individuals seeking basic practice to those requiring intensive preparation and support.

Who Is the Company Behind Stealthinterview?

Bijou Barry
BB
Researched and written by Bijou Barry
Updated April 9, 2026