Respondent panel in 100+ countries plus a survey builder.
Free planNo AI
Recruiting & Panels
Free · paid from $29/mo
Website6 stations · 68 tools
AI tools for qualitative research
Tools for interviews, recruiting, transcription and qualitative analysis. Choose a stage to find services for your task and compare their capabilities.
AllRecruiting & PanelsAI-Moderated InterviewsDiaries & CommunitiesTranscriptionCoding & AnalysisResearch Repository
| Centiment Respondent panel in 100+ countries plus a survey builder. Website | Recruiting & Panels | Yes | No |
| ChatGPT Ask a question or upload files (transcripts, spreadsheets, PDFs) — get answers, summaries, codes, calculations and charts; can search the web. Website | Coding & Analysis | Yes | Community |
| Claude Upload transcripts, papers or spreadsheets, or just ask — get analysis, summaries, codes and written drafts; can search the web. Website | Coding & Analysis | Yes | No |
| Cockatoo Turns uploaded audio and video into text with timestamps and speaker labels. 90+ languages, translation included. Website | Transcription | Yes | No |
| Conjointly Surveys with advanced methods: conjoint, MaxDiff, Kano, pricing tests (Van Westendorp, Gabor-Granger). Includes a respondent panel. Website | Recruiting & Panels | Yes | Official |
| CoNote Transcribes interviews, suggests themes and builds a report with video clips. Website | Transcription · Coding & Analysis | Yes | No |
| Dovetail Collects interviews, calls, reviews and surveys, transcribes them and finds recurring themes. Answers questions across all your data. Website | Coding & Analysis · Research Repository | Yes | Official |
| Dualo Turns your archive of research reports into a knowledge base: ask what the company already knows on a topic and get answers linked to reports. Website | Research Repository | Yes | No |
| Fireflies.ai Records calls, transcribes them, creates summaries and scores sentiment. Website | Transcription | Yes | Official |
| Game Tester Developers upload a game; the service matches players from its pool of 400K people in 180 countries. Players test on PC, Android, iOS or VR and answer questions. Website | Recruiting & Panels | Yes | No |
| Gemini Ask a question or upload files, Google Docs and Sheets — get answers, summaries, analysis and reports with web search. Website | Coding & Analysis | Yes | Community |
| Glow Surveys with access to panels of 110M+ people; AI analyzes responses and prepares a report. Website | Recruiting & Panels | Yes | No |
| Happy Scribe Upload audio or video, or record a meeting — get a transcript, subtitles and translation; human proofreading available. Website | Transcription | Yes | Official |
| Hubble UX research platform: participant recruitment, interviews (including with an AI moderator), usability tests and in-product surveys. Website | AI-Moderated Interviews | Yes | Official |
| Juno Describe your goal in plain words: AI designs the study, runs interviews and writes findings linked to quotes. Website | AI-Moderated Interviews | Yes | No |
| Lyssna Quick design tests: first-click, five-second, card sorting, prototype testing. Participants come from a 690K-person panel. Website | Recruiting & Panels | Yes | Official |
| Marvin Stores all company research, runs hundreds of AI interviews at once and answers questions about accumulated data. Website | AI-Moderated Interviews · Coding & Analysis · Research Repository | Yes | Official |
| Miro Online whiteboard where teams cluster quotes (affinity mapping), map customer journeys and draw diagrams. AI groups sticky notes and summarizes. Website | Coding & Analysis | Yes | Official |
| Notta Upload audio or video, or connect to an online meeting — get a transcript, translation and AI summary of the conversation. Website | Transcription | Yes | Official |
| Otter.ai Records meetings and interviews, transcribes them, identifies speakers and creates summaries. Website | Transcription | Yes | Official |
| Pollfish Surveys on a ready-made audience: pay only for completed responses. AI drafts the questionnaire and writes the report. Website | Recruiting & Panels | Yes | No |
| QuestionPro Survey platform: AI drafts questionnaires from a description, summarizes open-ended answers and builds dashboards and reports. Website | Recruiting & Panels | Yes | Official |
| Read AI Joins your Zoom, Meet or Teams call, records it, and produces a transcript, short summary and action items. Website | Transcription | Yes | Official |
| Rev Upload audio or video — get AI or human transcription, subtitles, and multi-file analysis linked to source segments. Website | Transcription | Yes | No |
| SurveyMonkey Survey builder: AI drafts a questionnaire from your brief and analyzes responses. You can buy respondents from the SurveyMonkey Audience panel. Website | Recruiting & Panels | Yes | Official |
| tl;dv Records and transcribes Zoom, Meet and Teams calls in 30+ languages and creates template-based summaries. Website | Transcription | Yes | Official |
| UXtweak Run usability tests, card sorting, tree testing or website session recording — get recordings, heatmaps and stats; recruit participants from the panel. Website | Recruiting & Panels | Yes | No |
| Alida Helps you build a private online community of your customers and run regular surveys and discussions with it. AI summarizes and spots trends. Website | Diaries & Communities | No | No |
| Appinio Fast consumer surveys on its own panel, with interactive reports. Website | Recruiting & Panels | No | No |
| Askable Recruits participants from its own vetted panel and runs interviews with them via an AI moderator or your own researcher. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| ATLAS.ti Upload interviews, transcripts, documents or surveys — code manually or with AI, and get summaries, network views and code tables. Website | Transcription · Coding & Analysis | No | Official |
| Attest Consumer surveys and interviews in 59 countries on its own audience; AI drafts the questionnaire from a brief. Website | Recruiting & Panels | No | Official |
| Aurelius Collects notes and transcripts from all interviews, helps tag them and find recurring themes. AI writes summaries. Website | Coding & Analysis · Research Repository | No | No |
| AYTM Survey platform with a 100M+ respondent panel; AI codes open-ended answers. Website | Recruiting & Panels | No | No |
| Ballpark Runs short AI interviews, video responses and mockup tests with many participants at once; AI compiles the summary. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| Brainstork Runs online interviews and focus groups, transcribes recordings and pulls quotes matching your research questions. Produces video reports. Website | Transcription · Coding & Analysis | No | No |
| BTInsights Analyzes interviews, focus groups and open-ended survey responses in one place; every insight is backed by a quote. Website | Coding & Analysis | No | No |
| CleverX Finds participants for interviews and surveys, including hard-to-reach B2B experts (executives, doctors, engineers), and handles their incentive payments. Website | Recruiting & Panels | No | No |
| Coloop Analyzes interviews, compares segments and writes a first-draft report for you to edit. Every insight links back to the source quote. Website | Coding & Analysis | No | No |
| Condens Repository for all your team's research: stores recordings and notes, transcribes, searches across projects, suggests tags. Website | Coding & Analysis · Research Repository | No | Official |
| Converge Runs a live online discussion with 20–1,000 participants at once: everyone answers the same question anonymously, and AI groups the answers instantly. Website | AI-Moderated Interviews | No | No |
| Convo AI moderator runs voice interviews in 40+ languages and identifies themes and emotions in the answers. Website | AI-Moderated Interviews | No | No |
| Discuss Video interview platform: a live researcher or AI moderator leads, then AI helps with analysis. Includes a repository of all past projects. Website | AI-Moderated Interviews | No | No |
| Dscout Access to a participant panel completing tasks on their smartphones: recording videos, keeping diaries, joining interviews. Website | Recruiting & Panels · Diaries & Communities | No | Official |
| Echovane AI moderator runs hundreds of interviews in parallel with follow-up probes; recruits respondents and screens out low-quality ones. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| Focaldata AI AI recruits respondents, runs interviews and synthesizes findings; also runs surveys in 130+ countries. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| Fuel Cycle Build a community from your customers and run surveys, interviews, focus groups and diaries with it. Participant data links to your CRM. Website | Diaries & Communities | No | No |
| GetWhy AI runs video interviews in 100+ languages and delivers a report with clips of people saying the key things. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| Great Question Manages a panel of your own customers, invites them to interviews and tests, and keeps all results in one place. Website | Research Repository | No | Official |
| Heard AI writes the discussion guide from your goals, interviews your customers and summarizes the results. Website | AI-Moderated Interviews | No | No |
| Indeemo Participants record videos, photos and notes on their phones over several days about how they use a product. AI transcribes videos and identifies themes. Website | Diaries & Communities | No | No |
| Listen AI moderator runs interviews 24/7 in 120+ languages with participants from its 50M-person panel or your own base. Website | Recruiting & Panels · AI-Moderated Interviews | No | Official |
| LoopPanel Connects to Zoom and Meet, transcribes interviews, tags them and turns recordings into insights; searchable across your whole repository. Website | Coding & Analysis · Research Repository | No | No |
| MAXQDA Upload interviews, texts, surveys or video — code them and get summaries, code matrices and visualizations; built-in transcription. Website | Transcription · Coding & Analysis | No | No |
| Maze Prototype and website tests, surveys, AI-moderated interviews, card sorting; has its own panel. Website | Recruiting & Panels · AI-Moderated Interviews | No | Official |
| NVivo Upload interviews, documents and surveys — code them, get summaries, themes and AI answers with source references. Website | Transcription · Coding & Analysis | No | No |
| Optimal Workshop Card sorting, tree testing, first-click testing; AI spots issues and writes the report. Website | Recruiting & Panels | No | No |
| Outset.ai AI writes the discussion guide, runs video, voice or text interviews and synthesizes findings; participants from 85+ countries. Website | Recruiting & Panels · AI-Moderated Interviews | No | Official |
| PickFu Quick poll on a ready-made panel: show 2–8 design, name or packaging options and within hours see which one people pick and why. Website | Recruiting & Panels | No | Official |
| Prolific Panel of vetted participants for surveys and experiments, popular in academia. Website | Recruiting & Panels | No | Official |
| RealEye Upload an image, video or website link; participants take the test via webcam — you get gaze heatmaps and detected emotions. Website | Recruiting & Panels | No | No |
| Remesh Run an online discussion with hundreds of participants, live or async — AI groups responses in real time and surfaces themes and segments. Website | Diaries & Communities · Coding & Analysis | No | Official |
| Respondent Respondent marketplace for interviews: 4M+ participants, including B2B; AI matches people to your screener. Website | Recruiting & Panels | No | No |
| TestingTime Recruits participants for usability tests, interviews and surveys from a pool of ~1M people. Website | Recruiting & Panels | No | No |
| Userbrain Share a site or prototype link with tasks; panel testers record video walkthroughs, and AI compiles notes, clips and insights. Website | Recruiting & Panels | No | Official |
| Userlytics Remote usability tests and interviews with a 2M-participant panel; AI analyzes videos and writes the report. Website | Recruiting & Panels | No | No |
| Voicepanel AI runs hundreds of voice and video interviews, translates them and cuts clips. Website | AI-Moderated Interviews | No | No |
| Yasna AI runs in-depth interviews by text, voice or video and writes the report. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
Ask a question or upload files (transcripts, spreadsheets, PDFs) — get answers, summaries, codes, calculations and charts; can search the web.
Free plan
Coding & Analysis
Free · paid from $8/mo
WebsiteUpload transcripts, papers or spreadsheets, or just ask — get analysis, summaries, codes and written drafts; can search the web.
Free plan
Coding & Analysis
Free · paid from $20/mo
WebsiteTurns uploaded audio and video into text with timestamps and speaker labels. 90+ languages, translation included.
Free plan
Transcription
Free · paid from $11.99/mo
WebsiteSurveys with advanced methods: conjoint, MaxDiff, Kano, pricing tests (Van Westendorp, Gabor-Granger). Includes a respondent panel.
Free planMCP server
Recruiting & Panels
Free · paid from $2,895/yr
WebsiteTranscribes interviews, suggests themes and builds a report with video clips.
Free plan
Transcription · Coding & Analysis
Free · paid from $19/mo
WebsiteCollects interviews, calls, reviews and surveys, transcribes them and finds recurring themes. Answers questions across all your data.
Free planMCP server
Coding & Analysis · Research Repository
Free · paid on request
WebsiteTurns your archive of research reports into a knowledge base: ask what the company already knows on a topic and get answers linked to reports.
Free plan
Research Repository
Free · paid from $29/mo
WebsiteRecords calls, transcribes them, creates summaries and scores sentiment.
Free planMCP server
Transcription
Free · paid from $10/mo
WebsiteDevelopers upload a game; the service matches players from its pool of 400K people in 180 countries. Players test on PC, Android, iOS or VR and answer questions.
Free planNo AI
Recruiting & Panels
Free · paid from $4 per tester
WebsiteAsk a question or upload files, Google Docs and Sheets — get answers, summaries, analysis and reports with web search.
Free plan
Coding & Analysis
Free · paid from $4.99/mo
WebsiteSurveys with access to panels of 110M+ people; AI analyzes responses and prepares a report.
Free plan
Recruiting & Panels
Free · paid from $0.10 per response
WebsiteUpload audio or video, or record a meeting — get a transcript, subtitles and translation; human proofreading available.
Free planMCP server
Transcription
Free · paid from $17/mo
WebsiteUX research platform: participant recruitment, interviews (including with an AI moderator), usability tests and in-product surveys.
Free planMCP server
AI-Moderated Interviews
Free · paid on request
WebsiteDescribe your goal in plain words: AI designs the study, runs interviews and writes findings linked to quotes.
Free plan
AI-Moderated Interviews
Free · paid from $45 per interview
WebsiteQuick design tests: first-click, five-second, card sorting, prototype testing. Participants come from a 690K-person panel.
Free planMCP server
Recruiting & Panels
Free · paid from $166/mo
WebsiteStores all company research, runs hundreds of AI interviews at once and answers questions about accumulated data.
Free planMCP server
AI-Moderated Interviews · Coding & Analysis · Research Repository
Free · paid on request
WebsiteOnline whiteboard where teams cluster quotes (affinity mapping), map customer journeys and draw diagrams. AI groups sticky notes and summarizes.
Free planMCP server
Coding & Analysis
Free · paid from $8/mo
WebsiteUpload audio or video, or connect to an online meeting — get a transcript, translation and AI summary of the conversation.
Free planMCP server
Transcription
Free · paid from $8.17/mo
WebsiteRecords meetings and interviews, transcribes them, identifies speakers and creates summaries.
Free planMCP server
Transcription
Free · paid from $16.99/mo
WebsiteSurveys on a ready-made audience: pay only for completed responses. AI drafts the questionnaire and writes the report.
Free plan
Recruiting & Panels
Free · paid from $0.95 per response
WebsiteSurvey platform: AI drafts questionnaires from a description, summarizes open-ended answers and builds dashboards and reports.
Free planMCP server
Recruiting & Panels
Free · paid from $83/mo
WebsiteJoins your Zoom, Meet or Teams call, records it, and produces a transcript, short summary and action items.
Free planMCP server
Transcription
Free · paid from $19.75/mo
WebsiteUpload audio or video — get AI or human transcription, subtitles, and multi-file analysis linked to source segments.
Free plan
Transcription
Free · paid from $29.99/mo
WebsiteSurvey builder: AI drafts a questionnaire from your brief and analyzes responses. You can buy respondents from the SurveyMonkey Audience panel.
Free planMCP server
Recruiting & Panels
Free · paid from $39/mo
WebsiteRecords and transcribes Zoom, Meet and Teams calls in 30+ languages and creates template-based summaries.
Free planMCP server
Transcription
Free · paid from $18/mo
WebsiteRun usability tests, card sorting, tree testing or website session recording — get recordings, heatmaps and stats; recruit participants from the panel.
Free plan
Recruiting & Panels
Free · paid from $59/mo
WebsiteHelps you build a private online community of your customers and run regular surveys and discussions with it. AI summarizes and spots trends.
Diaries & Communities
on request
WebsiteFast consumer surveys on its own panel, with interactive reports.
Recruiting & Panels
on request
WebsiteRecruits participants from its own vetted panel and runs interviews with them via an AI moderator or your own researcher.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteUpload interviews, transcripts, documents or surveys — code manually or with AI, and get summaries, network views and code tables.
MCP server
Transcription · Coding & Analysis
from $14/mo
WebsiteConsumer surveys and interviews in 59 countries on its own audience; AI drafts the questionnaire from a brief.
MCP server
Recruiting & Panels
on request
WebsiteCollects notes and transcripts from all interviews, helps tag them and find recurring themes. AI writes summaries.
Coding & Analysis · Research Repository
from $49/mo
WebsiteSurvey platform with a 100M+ respondent panel; AI codes open-ended answers.
Recruiting & Panels
on request
WebsiteRuns short AI interviews, video responses and mockup tests with many participants at once; AI compiles the summary.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteRuns online interviews and focus groups, transcribes recordings and pulls quotes matching your research questions. Produces video reports.
Transcription · Coding & Analysis
on request
WebsiteAnalyzes interviews, focus groups and open-ended survey responses in one place; every insight is backed by a quote.
Coding & Analysis
on request
WebsiteFinds participants for interviews and surveys, including hard-to-reach B2B experts (executives, doctors, engineers), and handles their incentive payments.
Recruiting & Panels
from $75 per credit
WebsiteAnalyzes interviews, compares segments and writes a first-draft report for you to edit. Every insight links back to the source quote.
Coding & Analysis
on request
WebsiteRepository for all your team's research: stores recordings and notes, transcribes, searches across projects, suggests tags.
MCP server
Coding & Analysis · Research Repository
from €15/mo
WebsiteRuns a live online discussion with 20–1,000 participants at once: everyone answers the same question anonymously, and AI groups the answers instantly.
AI-Moderated Interviews
on request
WebsiteAI moderator runs voice interviews in 40+ languages and identifies themes and emotions in the answers.
AI-Moderated Interviews
from $1,000 per project
WebsiteVideo interview platform: a live researcher or AI moderator leads, then AI helps with analysis. Includes a repository of all past projects.
AI-Moderated Interviews
on request
WebsiteAccess to a participant panel completing tasks on their smartphones: recording videos, keeping diaries, joining interviews.
MCP server
Recruiting & Panels · Diaries & Communities
on request
WebsiteAI moderator runs hundreds of interviews in parallel with follow-up probes; recruits respondents and screens out low-quality ones.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteAI recruits respondents, runs interviews and synthesizes findings; also runs surveys in 130+ countries.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteBuild a community from your customers and run surveys, interviews, focus groups and diaries with it. Participant data links to your CRM.
Diaries & Communities
on request
WebsiteAI runs video interviews in 100+ languages and delivers a report with clips of people saying the key things.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteManages a panel of your own customers, invites them to interviews and tests, and keeps all results in one place.
MCP server
Research Repository
from $129/mo
WebsiteAI writes the discussion guide from your goals, interviews your customers and summarizes the results.
AI-Moderated Interviews
on request
WebsiteParticipants record videos, photos and notes on their phones over several days about how they use a product. AI transcribes videos and identifies themes.
Diaries & Communities
on request
WebsiteAI moderator runs interviews 24/7 in 120+ languages with participants from its 50M-person panel or your own base.
MCP server
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteConnects to Zoom and Meet, transcribes interviews, tags them and turns recordings into insights; searchable across your whole repository.
Coding & Analysis · Research Repository
from $49/mo
WebsiteUpload interviews, texts, surveys or video — code them and get summaries, code matrices and visualizations; built-in transcription.
Transcription · Coding & Analysis
on request
WebsitePrototype and website tests, surveys, AI-moderated interviews, card sorting; has its own panel.
MCP server
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteUpload interviews, documents and surveys — code them, get summaries, themes and AI answers with source references.
Transcription · Coding & Analysis
on request
WebsiteCard sorting, tree testing, first-click testing; AI spots issues and writes the report.
Recruiting & Panels
from $199/mo
WebsiteAI writes the discussion guide, runs video, voice or text interviews and synthesizes findings; participants from 85+ countries.
MCP server
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteQuick poll on a ready-made panel: show 2–8 design, name or packaging options and within hours see which one people pick and why.
MCP server
Recruiting & Panels
from $1 per response
WebsitePanel of vetted participants for surveys and experiments, popular in academia.
No AIMCP server
Recruiting & Panels
42.8% fee + participant pay
WebsiteUpload an image, video or website link; participants take the test via webcam — you get gaze heatmaps and detected emotions.
Recruiting & Panels
from $390/mo
WebsiteRun an online discussion with hundreds of participants, live or async — AI groups responses in real time and surfaces themes and segments.
MCP server
Diaries & Communities · Coding & Analysis
on request
WebsiteRespondent marketplace for interviews: 4M+ participants, including B2B; AI matches people to your screener.
Recruiting & Panels
from $40 per session
WebsiteRecruits participants for usability tests, interviews and surveys from a pool of ~1M people.
No AI
Recruiting & Panels
on request
WebsiteShare a site or prototype link with tasks; panel testers record video walkthroughs, and AI compiles notes, clips and insights.
MCP server
Recruiting & Panels
from $49/mo
WebsiteRemote usability tests and interviews with a 2M-participant panel; AI analyzes videos and writes the report.
Recruiting & Panels
from $699/mo
WebsiteAI runs hundreds of voice and video interviews, translates them and cuts clips.
AI-Moderated Interviews
on request
WebsiteAI runs in-depth interviews by text, voice or video and writes the report.
Recruiting & Panels · AI-Moderated Interviews
from €300 per 100 interviews
WebsiteRecruiting & Panels
Where to find people: services with their own respondent pool. You pay per participant or per response.
Unlike Surveys: there you build the questionnaire, here you get the people who answer it. Listed here only if the service has its own pool; connecting a third-party panel doesn't count.
| Centiment Respondent panel in 100+ countries plus a survey builder. Website | Recruiting & Panels | Yes | No |
| Conjointly Surveys with advanced methods: conjoint, MaxDiff, Kano, pricing tests (Van Westendorp, Gabor-Granger). Includes a respondent panel. Website | Recruiting & Panels | Yes | Official |
| Game Tester Developers upload a game; the service matches players from its pool of 400K people in 180 countries. Players test on PC, Android, iOS or VR and answer questions. Website | Recruiting & Panels | Yes | No |
| Glow Surveys with access to panels of 110M+ people; AI analyzes responses and prepares a report. Website | Recruiting & Panels | Yes | No |
| Lyssna Quick design tests: first-click, five-second, card sorting, prototype testing. Participants come from a 690K-person panel. Website | Recruiting & Panels | Yes | Official |
| Pollfish Surveys on a ready-made audience: pay only for completed responses. AI drafts the questionnaire and writes the report. Website | Recruiting & Panels | Yes | No |
| QuestionPro Survey platform: AI drafts questionnaires from a description, summarizes open-ended answers and builds dashboards and reports. Website | Recruiting & Panels | Yes | Official |
| SurveyMonkey Survey builder: AI drafts a questionnaire from your brief and analyzes responses. You can buy respondents from the SurveyMonkey Audience panel. Website | Recruiting & Panels | Yes | Official |
| UXtweak Run usability tests, card sorting, tree testing or website session recording — get recordings, heatmaps and stats; recruit participants from the panel. Website | Recruiting & Panels | Yes | No |
| Appinio Fast consumer surveys on its own panel, with interactive reports. Website | Recruiting & Panels | No | No |
| Askable Recruits participants from its own vetted panel and runs interviews with them via an AI moderator or your own researcher. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| Attest Consumer surveys and interviews in 59 countries on its own audience; AI drafts the questionnaire from a brief. Website | Recruiting & Panels | No | Official |
| AYTM Survey platform with a 100M+ respondent panel; AI codes open-ended answers. Website | Recruiting & Panels | No | No |
| Ballpark Runs short AI interviews, video responses and mockup tests with many participants at once; AI compiles the summary. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| CleverX Finds participants for interviews and surveys, including hard-to-reach B2B experts (executives, doctors, engineers), and handles their incentive payments. Website | Recruiting & Panels | No | No |
| Dscout Access to a participant panel completing tasks on their smartphones: recording videos, keeping diaries, joining interviews. Website | Recruiting & Panels · Diaries & Communities | No | Official |
| Echovane AI moderator runs hundreds of interviews in parallel with follow-up probes; recruits respondents and screens out low-quality ones. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| Focaldata AI AI recruits respondents, runs interviews and synthesizes findings; also runs surveys in 130+ countries. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| GetWhy AI runs video interviews in 100+ languages and delivers a report with clips of people saying the key things. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| Listen AI moderator runs interviews 24/7 in 120+ languages with participants from its 50M-person panel or your own base. Website | Recruiting & Panels · AI-Moderated Interviews | No | Official |
| Maze Prototype and website tests, surveys, AI-moderated interviews, card sorting; has its own panel. Website | Recruiting & Panels · AI-Moderated Interviews | No | Official |
| Optimal Workshop Card sorting, tree testing, first-click testing; AI spots issues and writes the report. Website | Recruiting & Panels | No | No |
| Outset.ai AI writes the discussion guide, runs video, voice or text interviews and synthesizes findings; participants from 85+ countries. Website | Recruiting & Panels · AI-Moderated Interviews | No | Official |
| PickFu Quick poll on a ready-made panel: show 2–8 design, name or packaging options and within hours see which one people pick and why. Website | Recruiting & Panels | No | Official |
| Prolific Panel of vetted participants for surveys and experiments, popular in academia. Website | Recruiting & Panels | No | Official |
| RealEye Upload an image, video or website link; participants take the test via webcam — you get gaze heatmaps and detected emotions. Website | Recruiting & Panels | No | No |
| Respondent Respondent marketplace for interviews: 4M+ participants, including B2B; AI matches people to your screener. Website | Recruiting & Panels | No | No |
| TestingTime Recruits participants for usability tests, interviews and surveys from a pool of ~1M people. Website | Recruiting & Panels | No | No |
| Userbrain Share a site or prototype link with tasks; panel testers record video walkthroughs, and AI compiles notes, clips and insights. Website | Recruiting & Panels | No | Official |
| Userlytics Remote usability tests and interviews with a 2M-participant panel; AI analyzes videos and writes the report. Website | Recruiting & Panels | No | No |
| Yasna AI runs in-depth interviews by text, voice or video and writes the report. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
Respondent panel in 100+ countries plus a survey builder.
Free planNo AI
Recruiting & Panels
Free · paid from $29/mo
WebsiteSurveys with advanced methods: conjoint, MaxDiff, Kano, pricing tests (Van Westendorp, Gabor-Granger). Includes a respondent panel.
Free planMCP server
Recruiting & Panels
Free · paid from $2,895/yr
WebsiteDevelopers upload a game; the service matches players from its pool of 400K people in 180 countries. Players test on PC, Android, iOS or VR and answer questions.
Free planNo AI
Recruiting & Panels
Free · paid from $4 per tester
WebsiteSurveys with access to panels of 110M+ people; AI analyzes responses and prepares a report.
Free plan
Recruiting & Panels
Free · paid from $0.10 per response
WebsiteQuick design tests: first-click, five-second, card sorting, prototype testing. Participants come from a 690K-person panel.
Free planMCP server
Recruiting & Panels
Free · paid from $166/mo
WebsiteSurveys on a ready-made audience: pay only for completed responses. AI drafts the questionnaire and writes the report.
Free plan
Recruiting & Panels
Free · paid from $0.95 per response
WebsiteSurvey platform: AI drafts questionnaires from a description, summarizes open-ended answers and builds dashboards and reports.
Free planMCP server
Recruiting & Panels
Free · paid from $83/mo
WebsiteSurvey builder: AI drafts a questionnaire from your brief and analyzes responses. You can buy respondents from the SurveyMonkey Audience panel.
Free planMCP server
Recruiting & Panels
Free · paid from $39/mo
WebsiteRun usability tests, card sorting, tree testing or website session recording — get recordings, heatmaps and stats; recruit participants from the panel.
Free plan
Recruiting & Panels
Free · paid from $59/mo
WebsiteFast consumer surveys on its own panel, with interactive reports.
Recruiting & Panels
on request
WebsiteRecruits participants from its own vetted panel and runs interviews with them via an AI moderator or your own researcher.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteConsumer surveys and interviews in 59 countries on its own audience; AI drafts the questionnaire from a brief.
MCP server
Recruiting & Panels
on request
WebsiteSurvey platform with a 100M+ respondent panel; AI codes open-ended answers.
Recruiting & Panels
on request
WebsiteRuns short AI interviews, video responses and mockup tests with many participants at once; AI compiles the summary.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteFinds participants for interviews and surveys, including hard-to-reach B2B experts (executives, doctors, engineers), and handles their incentive payments.
Recruiting & Panels
from $75 per credit
WebsiteAccess to a participant panel completing tasks on their smartphones: recording videos, keeping diaries, joining interviews.
MCP server
Recruiting & Panels · Diaries & Communities
on request
WebsiteAI moderator runs hundreds of interviews in parallel with follow-up probes; recruits respondents and screens out low-quality ones.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteAI recruits respondents, runs interviews and synthesizes findings; also runs surveys in 130+ countries.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteAI runs video interviews in 100+ languages and delivers a report with clips of people saying the key things.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteAI moderator runs interviews 24/7 in 120+ languages with participants from its 50M-person panel or your own base.
MCP server
Recruiting & Panels · AI-Moderated Interviews
on request
WebsitePrototype and website tests, surveys, AI-moderated interviews, card sorting; has its own panel.
MCP server
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteCard sorting, tree testing, first-click testing; AI spots issues and writes the report.
Recruiting & Panels
from $199/mo
WebsiteAI writes the discussion guide, runs video, voice or text interviews and synthesizes findings; participants from 85+ countries.
MCP server
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteQuick poll on a ready-made panel: show 2–8 design, name or packaging options and within hours see which one people pick and why.
MCP server
Recruiting & Panels
from $1 per response
WebsitePanel of vetted participants for surveys and experiments, popular in academia.
No AIMCP server
Recruiting & Panels
42.8% fee + participant pay
WebsiteUpload an image, video or website link; participants take the test via webcam — you get gaze heatmaps and detected emotions.
Recruiting & Panels
from $390/mo
WebsiteRespondent marketplace for interviews: 4M+ participants, including B2B; AI matches people to your screener.
Recruiting & Panels
from $40 per session
WebsiteRecruits participants for usability tests, interviews and surveys from a pool of ~1M people.
No AI
Recruiting & Panels
on request
WebsiteShare a site or prototype link with tasks; panel testers record video walkthroughs, and AI compiles notes, clips and insights.
MCP server
Recruiting & Panels
from $49/mo
WebsiteRemote usability tests and interviews with a 2M-participant panel; AI analyzes videos and writes the report.
Recruiting & Panels
from $699/mo
WebsiteAI runs in-depth interviews by text, voice or video and writes the report.
Recruiting & Panels · AI-Moderated Interviews
from €300 per 100 interviews
WebsiteAI-Moderated Interviews
AI runs the interviews itself: asks guide questions and follows up. Hundreds of interviews in a day.
Unlike traditional interviews: no moderator needed for each session. For fast qualitative research, concept and ad tests.
| Hubble UX research platform: participant recruitment, interviews (including with an AI moderator), usability tests and in-product surveys. Website | AI-Moderated Interviews | Yes | Official |
| Juno Describe your goal in plain words: AI designs the study, runs interviews and writes findings linked to quotes. Website | AI-Moderated Interviews | Yes | No |
| Marvin Stores all company research, runs hundreds of AI interviews at once and answers questions about accumulated data. Website | AI-Moderated Interviews · Coding & Analysis · Research Repository | Yes | Official |
| Askable Recruits participants from its own vetted panel and runs interviews with them via an AI moderator or your own researcher. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| Ballpark Runs short AI interviews, video responses and mockup tests with many participants at once; AI compiles the summary. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| Converge Runs a live online discussion with 20–1,000 participants at once: everyone answers the same question anonymously, and AI groups the answers instantly. Website | AI-Moderated Interviews | No | No |
| Convo AI moderator runs voice interviews in 40+ languages and identifies themes and emotions in the answers. Website | AI-Moderated Interviews | No | No |
| Discuss Video interview platform: a live researcher or AI moderator leads, then AI helps with analysis. Includes a repository of all past projects. Website | AI-Moderated Interviews | No | No |
| Echovane AI moderator runs hundreds of interviews in parallel with follow-up probes; recruits respondents and screens out low-quality ones. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| Focaldata AI AI recruits respondents, runs interviews and synthesizes findings; also runs surveys in 130+ countries. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| GetWhy AI runs video interviews in 100+ languages and delivers a report with clips of people saying the key things. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
| Heard AI writes the discussion guide from your goals, interviews your customers and summarizes the results. Website | AI-Moderated Interviews | No | No |
| Listen AI moderator runs interviews 24/7 in 120+ languages with participants from its 50M-person panel or your own base. Website | Recruiting & Panels · AI-Moderated Interviews | No | Official |
| Maze Prototype and website tests, surveys, AI-moderated interviews, card sorting; has its own panel. Website | Recruiting & Panels · AI-Moderated Interviews | No | Official |
| Outset.ai AI writes the discussion guide, runs video, voice or text interviews and synthesizes findings; participants from 85+ countries. Website | Recruiting & Panels · AI-Moderated Interviews | No | Official |
| Voicepanel AI runs hundreds of voice and video interviews, translates them and cuts clips. Website | AI-Moderated Interviews | No | No |
| Yasna AI runs in-depth interviews by text, voice or video and writes the report. Website | Recruiting & Panels · AI-Moderated Interviews | No | No |
UX research platform: participant recruitment, interviews (including with an AI moderator), usability tests and in-product surveys.
Free planMCP server
AI-Moderated Interviews
Free · paid on request
WebsiteDescribe your goal in plain words: AI designs the study, runs interviews and writes findings linked to quotes.
Free plan
AI-Moderated Interviews
Free · paid from $45 per interview
WebsiteStores all company research, runs hundreds of AI interviews at once and answers questions about accumulated data.
Free planMCP server
AI-Moderated Interviews · Coding & Analysis · Research Repository
Free · paid on request
WebsiteRecruits participants from its own vetted panel and runs interviews with them via an AI moderator or your own researcher.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteRuns short AI interviews, video responses and mockup tests with many participants at once; AI compiles the summary.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteRuns a live online discussion with 20–1,000 participants at once: everyone answers the same question anonymously, and AI groups the answers instantly.
AI-Moderated Interviews
on request
WebsiteAI moderator runs voice interviews in 40+ languages and identifies themes and emotions in the answers.
AI-Moderated Interviews
from $1,000 per project
WebsiteVideo interview platform: a live researcher or AI moderator leads, then AI helps with analysis. Includes a repository of all past projects.
AI-Moderated Interviews
on request
WebsiteAI moderator runs hundreds of interviews in parallel with follow-up probes; recruits respondents and screens out low-quality ones.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteAI recruits respondents, runs interviews and synthesizes findings; also runs surveys in 130+ countries.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteAI runs video interviews in 100+ languages and delivers a report with clips of people saying the key things.
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteAI writes the discussion guide from your goals, interviews your customers and summarizes the results.
AI-Moderated Interviews
on request
WebsiteAI moderator runs interviews 24/7 in 120+ languages with participants from its 50M-person panel or your own base.
MCP server
Recruiting & Panels · AI-Moderated Interviews
on request
WebsitePrototype and website tests, surveys, AI-moderated interviews, card sorting; has its own panel.
MCP server
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteAI writes the discussion guide, runs video, voice or text interviews and synthesizes findings; participants from 85+ countries.
MCP server
Recruiting & Panels · AI-Moderated Interviews
on request
WebsiteAI runs hundreds of voice and video interviews, translates them and cuts clips.
AI-Moderated Interviews
on request
WebsiteAI runs in-depth interviews by text, voice or video and writes the report.
Recruiting & Panels · AI-Moderated Interviews
from €300 per 100 interviews
WebsiteDiaries & Communities
Participants complete tasks (video, photos, notes) over days or weeks, or you run a private online community of your customers.
For studying real life and behavior over time, not a one-off opinion. You build the community yourself; it's not a ready-made panel.
| Alida Helps you build a private online community of your customers and run regular surveys and discussions with it. AI summarizes and spots trends. Website | Diaries & Communities | No | No |
| Dscout Access to a participant panel completing tasks on their smartphones: recording videos, keeping diaries, joining interviews. Website | Recruiting & Panels · Diaries & Communities | No | Official |
| Fuel Cycle Build a community from your customers and run surveys, interviews, focus groups and diaries with it. Participant data links to your CRM. Website | Diaries & Communities | No | No |
| Indeemo Participants record videos, photos and notes on their phones over several days about how they use a product. AI transcribes videos and identifies themes. Website | Diaries & Communities | No | No |
| Remesh Run an online discussion with hundreds of participants, live or async — AI groups responses in real time and surfaces themes and segments. Website | Diaries & Communities · Coding & Analysis | No | Official |
Helps you build a private online community of your customers and run regular surveys and discussions with it. AI summarizes and spots trends.
Diaries & Communities
on request
WebsiteAccess to a participant panel completing tasks on their smartphones: recording videos, keeping diaries, joining interviews.
MCP server
Recruiting & Panels · Diaries & Communities
on request
WebsiteBuild a community from your customers and run surveys, interviews, focus groups and diaries with it. Participant data links to your CRM.
Diaries & Communities
on request
WebsiteParticipants record videos, photos and notes on their phones over several days about how they use a product. AI transcribes videos and identifies themes.
Diaries & Communities
on request
WebsiteRun an online discussion with hundreds of participants, live or async — AI groups responses in real time and surfaces themes and segments.
MCP server
Diaries & Communities · Coding & Analysis
on request
WebsiteTranscription
Turns an interview or focus group recording into text: who said what, with timestamps.
Works on one recording at a time. Finding common themes across all interviews is Coding & Analysis.
| Cockatoo Turns uploaded audio and video into text with timestamps and speaker labels. 90+ languages, translation included. Website | Transcription | Yes | No |
| CoNote Transcribes interviews, suggests themes and builds a report with video clips. Website | Transcription · Coding & Analysis | Yes | No |
| Fireflies.ai Records calls, transcribes them, creates summaries and scores sentiment. Website | Transcription | Yes | Official |
| Happy Scribe Upload audio or video, or record a meeting — get a transcript, subtitles and translation; human proofreading available. Website | Transcription | Yes | Official |
| Notta Upload audio or video, or connect to an online meeting — get a transcript, translation and AI summary of the conversation. Website | Transcription | Yes | Official |
| Otter.ai Records meetings and interviews, transcribes them, identifies speakers and creates summaries. Website | Transcription | Yes | Official |
| Read AI Joins your Zoom, Meet or Teams call, records it, and produces a transcript, short summary and action items. Website | Transcription | Yes | Official |
| Rev Upload audio or video — get AI or human transcription, subtitles, and multi-file analysis linked to source segments. Website | Transcription | Yes | No |
| tl;dv Records and transcribes Zoom, Meet and Teams calls in 30+ languages and creates template-based summaries. Website | Transcription | Yes | Official |
| ATLAS.ti Upload interviews, transcripts, documents or surveys — code manually or with AI, and get summaries, network views and code tables. Website | Transcription · Coding & Analysis | No | Official |
| Brainstork Runs online interviews and focus groups, transcribes recordings and pulls quotes matching your research questions. Produces video reports. Website | Transcription · Coding & Analysis | No | No |
| MAXQDA Upload interviews, texts, surveys or video — code them and get summaries, code matrices and visualizations; built-in transcription. Website | Transcription · Coding & Analysis | No | No |
| NVivo Upload interviews, documents and surveys — code them, get summaries, themes and AI answers with source references. Website | Transcription · Coding & Analysis | No | No |
Turns uploaded audio and video into text with timestamps and speaker labels. 90+ languages, translation included.
Free plan
Transcription
Free · paid from $11.99/mo
WebsiteTranscribes interviews, suggests themes and builds a report with video clips.
Free plan
Transcription · Coding & Analysis
Free · paid from $19/mo
WebsiteRecords calls, transcribes them, creates summaries and scores sentiment.
Free planMCP server
Transcription
Free · paid from $10/mo
WebsiteUpload audio or video, or record a meeting — get a transcript, subtitles and translation; human proofreading available.
Free planMCP server
Transcription
Free · paid from $17/mo
WebsiteUpload audio or video, or connect to an online meeting — get a transcript, translation and AI summary of the conversation.
Free planMCP server
Transcription
Free · paid from $8.17/mo
WebsiteRecords meetings and interviews, transcribes them, identifies speakers and creates summaries.
Free planMCP server
Transcription
Free · paid from $16.99/mo
WebsiteJoins your Zoom, Meet or Teams call, records it, and produces a transcript, short summary and action items.
Free planMCP server
Transcription
Free · paid from $19.75/mo
WebsiteUpload audio or video — get AI or human transcription, subtitles, and multi-file analysis linked to source segments.
Free plan
Transcription
Free · paid from $29.99/mo
WebsiteRecords and transcribes Zoom, Meet and Teams calls in 30+ languages and creates template-based summaries.
Free planMCP server
Transcription
Free · paid from $18/mo
WebsiteUpload interviews, transcripts, documents or surveys — code manually or with AI, and get summaries, network views and code tables.
MCP server
Transcription · Coding & Analysis
from $14/mo
WebsiteRuns online interviews and focus groups, transcribes recordings and pulls quotes matching your research questions. Produces video reports.
Transcription · Coding & Analysis
on request
WebsiteUpload interviews, texts, surveys or video — code them and get summaries, code matrices and visualizations; built-in transcription.
Transcription · Coding & Analysis
on request
WebsiteUpload interviews, documents and surveys — code them, get summaries, themes and AI answers with source references.
Transcription · Coding & Analysis
on request
WebsiteCoding & Analysis
Processes all interviews in a project: tags quotes by theme, finds recurring insights, drafts the report.
Unlike Transcription: not "audio → text" but "many texts → insights".
| ChatGPT Ask a question or upload files (transcripts, spreadsheets, PDFs) — get answers, summaries, codes, calculations and charts; can search the web. Website | Coding & Analysis | Yes | Community |
| Claude Upload transcripts, papers or spreadsheets, or just ask — get analysis, summaries, codes and written drafts; can search the web. Website | Coding & Analysis | Yes | No |
| CoNote Transcribes interviews, suggests themes and builds a report with video clips. Website | Transcription · Coding & Analysis | Yes | No |
| Dovetail Collects interviews, calls, reviews and surveys, transcribes them and finds recurring themes. Answers questions across all your data. Website | Coding & Analysis · Research Repository | Yes | Official |
| Gemini Ask a question or upload files, Google Docs and Sheets — get answers, summaries, analysis and reports with web search. Website | Coding & Analysis | Yes | Community |
| Marvin Stores all company research, runs hundreds of AI interviews at once and answers questions about accumulated data. Website | AI-Moderated Interviews · Coding & Analysis · Research Repository | Yes | Official |
| Miro Online whiteboard where teams cluster quotes (affinity mapping), map customer journeys and draw diagrams. AI groups sticky notes and summarizes. Website | Coding & Analysis | Yes | Official |
| ATLAS.ti Upload interviews, transcripts, documents or surveys — code manually or with AI, and get summaries, network views and code tables. Website | Transcription · Coding & Analysis | No | Official |
| Aurelius Collects notes and transcripts from all interviews, helps tag them and find recurring themes. AI writes summaries. Website | Coding & Analysis · Research Repository | No | No |
| Brainstork Runs online interviews and focus groups, transcribes recordings and pulls quotes matching your research questions. Produces video reports. Website | Transcription · Coding & Analysis | No | No |
| BTInsights Analyzes interviews, focus groups and open-ended survey responses in one place; every insight is backed by a quote. Website | Coding & Analysis | No | No |
| Coloop Analyzes interviews, compares segments and writes a first-draft report for you to edit. Every insight links back to the source quote. Website | Coding & Analysis | No | No |
| Condens Repository for all your team's research: stores recordings and notes, transcribes, searches across projects, suggests tags. Website | Coding & Analysis · Research Repository | No | Official |
| LoopPanel Connects to Zoom and Meet, transcribes interviews, tags them and turns recordings into insights; searchable across your whole repository. Website | Coding & Analysis · Research Repository | No | No |
| MAXQDA Upload interviews, texts, surveys or video — code them and get summaries, code matrices and visualizations; built-in transcription. Website | Transcription · Coding & Analysis | No | No |
| NVivo Upload interviews, documents and surveys — code them, get summaries, themes and AI answers with source references. Website | Transcription · Coding & Analysis | No | No |
| Remesh Run an online discussion with hundreds of participants, live or async — AI groups responses in real time and surfaces themes and segments. Website | Diaries & Communities · Coding & Analysis | No | Official |
Ask a question or upload files (transcripts, spreadsheets, PDFs) — get answers, summaries, codes, calculations and charts; can search the web.
Free plan
Coding & Analysis
Free · paid from $8/mo
WebsiteUpload transcripts, papers or spreadsheets, or just ask — get analysis, summaries, codes and written drafts; can search the web.
Free plan
Coding & Analysis
Free · paid from $20/mo
WebsiteTranscribes interviews, suggests themes and builds a report with video clips.
Free plan
Transcription · Coding & Analysis
Free · paid from $19/mo
WebsiteCollects interviews, calls, reviews and surveys, transcribes them and finds recurring themes. Answers questions across all your data.
Free planMCP server
Coding & Analysis · Research Repository
Free · paid on request
WebsiteAsk a question or upload files, Google Docs and Sheets — get answers, summaries, analysis and reports with web search.
Free plan
Coding & Analysis
Free · paid from $4.99/mo
WebsiteStores all company research, runs hundreds of AI interviews at once and answers questions about accumulated data.
Free planMCP server
AI-Moderated Interviews · Coding & Analysis · Research Repository
Free · paid on request
WebsiteOnline whiteboard where teams cluster quotes (affinity mapping), map customer journeys and draw diagrams. AI groups sticky notes and summarizes.
Free planMCP server
Coding & Analysis
Free · paid from $8/mo
WebsiteUpload interviews, transcripts, documents or surveys — code manually or with AI, and get summaries, network views and code tables.
MCP server
Transcription · Coding & Analysis
from $14/mo
WebsiteCollects notes and transcripts from all interviews, helps tag them and find recurring themes. AI writes summaries.
Coding & Analysis · Research Repository
from $49/mo
WebsiteRuns online interviews and focus groups, transcribes recordings and pulls quotes matching your research questions. Produces video reports.
Transcription · Coding & Analysis
on request
WebsiteAnalyzes interviews, focus groups and open-ended survey responses in one place; every insight is backed by a quote.
Coding & Analysis
on request
WebsiteAnalyzes interviews, compares segments and writes a first-draft report for you to edit. Every insight links back to the source quote.
Coding & Analysis
on request
WebsiteRepository for all your team's research: stores recordings and notes, transcribes, searches across projects, suggests tags.
MCP server
Coding & Analysis · Research Repository
from €15/mo
WebsiteConnects to Zoom and Meet, transcribes interviews, tags them and turns recordings into insights; searchable across your whole repository.
Coding & Analysis · Research Repository
from $49/mo
WebsiteUpload interviews, texts, surveys or video — code them and get summaries, code matrices and visualizations; built-in transcription.
Transcription · Coding & Analysis
on request
WebsiteUpload interviews, documents and surveys — code them, get summaries, themes and AI answers with source references.
Transcription · Coding & Analysis
on request
WebsiteRun an online discussion with hundreds of participants, live or async — AI groups responses in real time and surfaces themes and segments.
MCP server
Diaries & Communities · Coding & Analysis
on request
WebsiteResearch Repository
A company-wide research library: stores recordings, reports and insights so you can check "have we studied this before?".
Unlike Coding & Analysis: there you analyze the current project, here you store and search all past ones.
| Dovetail Collects interviews, calls, reviews and surveys, transcribes them and finds recurring themes. Answers questions across all your data. Website | Coding & Analysis · Research Repository | Yes | Official |
| Dualo Turns your archive of research reports into a knowledge base: ask what the company already knows on a topic and get answers linked to reports. Website | Research Repository | Yes | No |
| Marvin Stores all company research, runs hundreds of AI interviews at once and answers questions about accumulated data. Website | AI-Moderated Interviews · Coding & Analysis · Research Repository | Yes | Official |
| Aurelius Collects notes and transcripts from all interviews, helps tag them and find recurring themes. AI writes summaries. Website | Coding & Analysis · Research Repository | No | No |
| Condens Repository for all your team's research: stores recordings and notes, transcribes, searches across projects, suggests tags. Website | Coding & Analysis · Research Repository | No | Official |
| Great Question Manages a panel of your own customers, invites them to interviews and tests, and keeps all results in one place. Website | Research Repository | No | Official |
| LoopPanel Connects to Zoom and Meet, transcribes interviews, tags them and turns recordings into insights; searchable across your whole repository. Website | Coding & Analysis · Research Repository | No | No |
Collects interviews, calls, reviews and surveys, transcribes them and finds recurring themes. Answers questions across all your data.
Free planMCP server
Coding & Analysis · Research Repository
Free · paid on request
WebsiteTurns your archive of research reports into a knowledge base: ask what the company already knows on a topic and get answers linked to reports.
Free plan
Research Repository
Free · paid from $29/mo
WebsiteStores all company research, runs hundreds of AI interviews at once and answers questions about accumulated data.
Free planMCP server
AI-Moderated Interviews · Coding & Analysis · Research Repository
Free · paid on request
WebsiteCollects notes and transcripts from all interviews, helps tag them and find recurring themes. AI writes summaries.
Coding & Analysis · Research Repository
from $49/mo
WebsiteRepository for all your team's research: stores recordings and notes, transcribes, searches across projects, suggests tags.
MCP server
Coding & Analysis · Research Repository
from €15/mo
WebsiteManages a panel of your own customers, invites them to interviews and tests, and keeps all results in one place.
MCP server
Research Repository
from $129/mo
WebsiteConnects to Zoom and Meet, transcribes interviews, tags them and turns recordings into insights; searchable across your whole repository.
Coding & Analysis · Research Repository
from $49/mo
WebsiteQuestions and answers
What is an AI-moderated interview, and which tools can run one?
An AI moderator is software that asks questions from your discussion guide, follows up on answers, and runs hundreds of interviews in parallel by text, voice, or video. Our AI-moderated interviews station lists several such tools. Juno charges per completed interview with no subscription and has a free plan. Yasna runs in-depth interviews sold in interview packs. Listen recruits from its own large panel, and Outset.ai offers video, voice, or text; both have an official MCP server for Claude.
How do I transcribe user interviews with speaker labels and human proofreading?
Upload the recording to an AI transcription service; several also offer paid human review for higher accuracy. Happy Scribe adds paid human proofreading, has a free plan and an official MCP server. Rev offers human transcription and free monthly AI minutes (English only). Notta has a free plan with monthly minutes and connects to meetings. Cockatoo covers dozens of languages with speaker labels, timestamps and translation, useful for multi-country studies.
Can AI code qualitative interview data in NVivo, ATLAS.ti or MAXQDA?
Yes: all three let you code transcripts manually or with AI help, but always check AI output and review every suggested code. ATLAS.ti codes with or without AI, has a web version with student pricing and an official MCP server for Claude. NVivo answers questions with links back to the source text. In MAXQDA the AI assistant is a paid add-on. For a lighter web option, Dovetail finds recurring themes across interviews and has a free plan.
Where can I recruit participants for user interviews, including B2B experts?
Use a participant recruitment platform with its own paid panel and screener. Respondent has a large pool of participants including B2B, with pay-as-you-go pricing per session and incentives billed separately. CleverX sources niche professionals such as executives, doctors and engineers, and pays their incentives for you. Prolific offers vetted participants popular in academic research, with a free plan and an official MCP server. Askable combines recruitment with AI-moderated interviews.
What is a UX research repository, and which tools offer AI search across past studies?
A research repository is a searchable database of all past interviews, notes and reports, so teams can check what they already know before running new research. Dovetail and Marvin answer questions across all stored data (always check AI output); both have a free plan and an official MCP server. Condens is a paid subscription tool that suggests tags. Great Question manages your own customer database, invites people to studies and stores the results. Dualo turns an archive of finished reports into a knowledge base.