
TL;DR
This guide compares 15 market survey software platforms across six criteria: panel quality and fraud controls, multilingual capability, AI and data analysis features, evidence traceability, cross-study insights library, and compliance.
Surveys are the right tool for quantitative data collection at scale. When stakeholders need to understand the reasoning behind the numbers, video-based qualitative market research fills the gap surveys leave.
The Enterprise Trust Framework in this article lists the procurement questions to ask vendors on SOC 2, GDPR, data residency, SSO, audit trails, and evidence traceability.
Conveo is built for research teams that need qualitative depth alongside their existing survey stack, with findings that build over time.
Research teams have more ways than ever to collect customer feedback, but collecting responses isn’t the same as generating insights that stakeholders trust. Teams often end up with data that shows what customers selected, but not enough evidence to explain why they made those choices. When stakeholders challenge the findings or ask for deeper explanations, researchers can struggle to translate survey results into clear business decisions.
This guide evaluates 15 market research survey platforms across the criteria that matter most to enterprise research teams. You'll also find a comparison table, a procurement checklist, and guidance on when survey data alone is enough. By the end, you'll have a framework for selecting a platform that can produce credible findings and support confident decision-making.
What to Look for in Market Research Survey Software
There are six main criteria that determine whether a qualitative market research tool produces findings that stakeholders will trust and act on.
Criteria | What market researchers should look for | Why it matters for comprehensive insights |
Panel access and quality |
| Survey findings are only as reliable as the people behind them. Without all three controls, data can look statistically valid but reflect the wrong audience. |
Integration ecosystem |
| Strong integrations help insights flow into workflows where teams act on them, rather than remain isolated in the survey platform. |
Compliance and data residency |
| For enterprise buyers, missing compliance credentials can block a purchase, no matter how high-quality the research platform is. |
Fraud prevention and participant verification |
| Fraud controls reduce the risk of unreliable responses influencing your results and acting on misleading information. |
Evidence traceability |
| Stakeholders are more likely to trust insights when they can inspect the source rather than reading a summary. |
Qualitative depth capability |
| Surveys are good at measuring what people think, but they often struggle to explain why. Teams that combine survey data with qualitative evidence gain a deeper understanding of customer sentiment and behavior. |
15 Best Market Research Survey Tools for 2026
This section compares 15 market research survey tools against the evaluation criteria introduced above. Use the table for a quick comparison before diving into the full platform profiles below to make your shortlist.
Tool | Languages | Compliance | Qual capability | Pricing |
Conveo | 50+ | SOC 2: ✓ GDPR: ✓ | AI-moderated video | Credits-based / Enterprise |
Qualtrics | 76 survey languages | SOC 2: ✓ GDPR: ✓ | Video responses; AI moderation coming soon | Enterprise |
Pollfish | 26 (interface only) | SOC 2: Not confirmed GDPR: ✓ | Text open-ends only | From $0.95/response; managed from $5k |
Attest | 70 (surveys); UK/US only (Explore beta) | SOC 2: Not confirmed GDPR: ✓ | AI-moderated voice/video (beta, limited markets) | Enterprise |
Suzy | 44 | SOC 2: ✓ GDPR: ✓ | AI-moderated voice + text open-ends | Credits / Enterprise |
Voxpopme | 57 | SOC 2: ✓ GDPR: ✓ | AI-moderated video/voice | Not listed |
GetWhy | 100+ | SOC 2: ✓ GDPR: ✓ | AI-moderated video | On request |
Remesh | Not confirmed | SOC 2: ✓ GDPR: ✓ | Group discussions + voting; video add-on | Per-study |
Outset | 40+ | SOC 2: ✓ GDPR: ✓ | AI-moderated video/voice/text | Custom |
Tellet | 57 | SOC 2: Not confirmed GDPR: ✓ | AI-moderated voice | Not listed |
Voiceform | 50+ | SOC 2: ✓ GDPR: ✓ | Voice/video + AI probing | Free tier / Custom |
Strella | 46+ | SOC 2: ✓ GDPR: ✓ | AI-moderated video/voice | Not listed |
Bolt Insight | 40+ countries (translated to English) | SOC 2: ✓ GDPR: ✓ | AI-moderated chat | Not listed |
UserTesting | 22 | SOC 2: ✓ GDPR: ✓ | Unmoderated usability only | Enterprise |
Glaut | 50+ | SOC 2: Not confirmed GDPR: ✓ | AI-moderated voice/video | Not listed |
1. Conveo

Conveo is an end-to-end AI qualitative research platform for enterprise and mid-market teams. It runs AI-moderated video interviews and turns them into structured findings that include tone, hesitation, and nonverbal signals. This gives teams a clearer understanding of what participants mean beyond what they say, enabling more informed decisions.
Panel And Fraud Controls
Conveo integrates with 12+ panel partners globally, so teams aren't locked into a single panel, and it also supports BYOP (bring your own participants) via shareable links. It includes multiple layers of fraud prevention in recruitment, including bot detection, duplicate suppression, and filtering of professional participants. Participants are verified as real people before they enter a study.
Multilingual Capability
The platform supports more than 50 languages. The AI interviewer adapts to the participant’s language directly rather than translating responses after the fact.
AI and Analysis
The AI moderator runs adaptive video interviews in real time. It follows up on hesitation, explores unexpected answers, and adjusts questions based on responses. Here’s how it works in practice:
See Conveo's AI moderator in action:
After the interview, it analyzes speech, tone, facial cues, and on-screen context to surface signals that transcripts alone miss. It acts as both a moderator and an analysis tool.
Evidence Traceability
Every theme and finding links back to the original participant and the exact video clip. Stakeholders can review the source rather than relying solely on summaries.
Insights Library
Findings are stored in a searchable library that builds over time. Insights, clips, and themes can be reused across studies, so new research builds on previous work instead of starting from scratch.
For large in-house research teams, the library also solves coordination problems: shared topic guides prevent duplicate studies, and teams can keep new research consistent with historical findings, maintaining comparability across waves.
Compliance
Conveo is SOC 2-certified and GDPR-compliant. You can also choose where your data is hosted, so teams with regional data governance requirements don't need a workaround to get procurement approval.
Best For/Not For
Conveo is best for insights, CMI, UX, and brand research teams at enterprise and mid-market companies that need qualitative depth delivered in days, not weeks.
It's particularly well-suited to large in-house teams of 50+ researchers, where coordinating across studies and building on past research matters as much as the research itself. Conveo isn’t for teams that only run surveys and don’t need qualitative explanation or deeper context behind responses.
"Conveo's video-first approach is a real differentiating methodological advantage. The ability to distill insights from reactions and not just hear answers adds context you simply can't get from transcript-only tools, or any other tool in the market for that matter."
- Senior Marketing Research & Insights Manager, Google
2. Qualtrics

Qualtrics Strategy & Research is the market research arm of the Qualtrics XM suite, covering quantitative, qualitative, and hybrid research for enterprise teams.
Panel And Fraud Controls
Qualtrics gives access to panels across 200+ global markets and BYOP via customer communities. You can also use AI-generated synthetic data trained on anonymized survey responses, rather than data from real participants.
Multilingual Capability
Qualtrics supports 76 survey languages. Professional translation is available as a paid add-on, and a Google Translate API integration provides a free but lower-accuracy alternative.
AI and Analysis
Qualtrics' AI helps you design surveys, analyze data, and create reports. AI-moderated research is listed as coming soon.
Evidence Traceability
For video responses, themes and quotes link directly to the moment in the video. Teams can select any point in the video transcript to create a timestamped clip, then assemble clips into a shareable highlight reel.
Insights Library
The Research Hub provides a cross-study searchable library across all surveys.
Compliance
SOC 2: ✓
GDPR: ✓
Best For/Not For
Qualtrics Strategy & Research is best for large enterprises already invested in the Qualtrics XM ecosystem that want to add research to their broader experience management program. It's not suited to teams that need a standalone research platform or want to start with AI-moderated interviews straight away.
3. Pollfish

Pollfish is a self-serve survey platform built for fast-turn B2C research, combining a DIY survey builder and AI-assisted analysis.
Panel And Fraud Controls
Pollfish uses a first-party panel covering 160+ countries. Quality controls include trust scoring, a 14-day participant evaluation period, and fraud-detection tools such as device fingerprinting, duplicate checks, attention filters, and manual review of open-ended answers.
BYOP is supported via a shareable link, but panel-level fraud controls don't apply to participants you bring yourself.
Multilingual Capability
The platform supports 26 survey languages. However, while language selection changes the participant interface, it doesn't translate question or answer content.
AI and Analysis
Pollfish's AI helps generate surveys, adaptive follow-up questions (Conversational AI), and reports. However, the Conversational AI isn't an AI moderator running autonomous interviews. Researchers set the survey's question flow, and the AI adapts its follow-up questions within those constraints.
Evidence Traceability
Pollfish doesn't capture video or audio, so there's no clip-level or transcript-level traceability in this market research product survey tool.
Insights Library
Pollfish doesn't support cross-study institutional memory. Analysis tools operate on individual surveys.
Compliance
SOC 2: Not publicly confirmed
GDPR: ✓
Best For/Not For
Pollfish is a market research survey insights tool best suited to research and marketing teams running ad hoc B2C studies where speed and panel reach matter more than qualitative depth. It’s not suited to large-scale, continuous AI qualitative research programs.
4. Attest

Attest is an enterprise B2C consumer research platform combining self-serve survey tools with a dedicated research manager for every account.
Panel And Fraud Controls
Attest uses third-party panel providers, giving access to 150M+ participants across 59 countries. The platform applies AI-powered data quality checks, though specific fraud detection mechanisms aren't publicly detailed. BYOP is also available.
Multilingual Capability
The survey platform supports 70 languages across 59 countries, with full localization and translation included. Attest Explore (AI moderation) is currently limited to UK and US panels.
AI and Analysis
Compass is the platform's AI co-pilot that helps with survey design and analysis. Attest Explore is a separate AI moderation product that conducts adaptive 1:1 voice or video interviews.
Evidence Traceability
Traceability differs between Attest's two products. Survey findings surface through a results dashboard with AI summaries and charts, with no clip or transcript traceability. Attest Explore links insights to audio and video snippets.
Insights Library
Attest supports cross-survey style analysis, as long as the data is in the same study (e.g., the same survey run at different times). Teams can save AI summaries and charts to Boards to build a shareable collection of findings, but neither feature supports querying or analyzing findings across separate independent studies.
Compliance
SOC 2: Not publicly confirmed
GDPR: ✓
Best For/Not For
Attest is best for B2C enterprise brands running multi-market survey research at scale who want expert research support. It’s not suited to teams that need AI-moderated interviews outside the UK and US markets.
5. Suzy

Suzy is a consumer insights platform for primary research and real-time monitoring of consumer trends.
Panel And Fraud Controls
Suzy reaches 100M+ participants via panel partners and targeted screeners, with BYOP and CRM list invitations also supported. Its fraud detection system screens participants at sign-up and monitors behavior in real time throughout each study.
Multilingual Capability
Suzy supports survey translation in 44 languages through a translation sub-processor, and qualitative tools include transcription and translation for recordings and transcripts.
AI and Analysis
The research layer includes AI-moderated voice interviews that conduct adaptive conversations with participants. The signal intelligence layer monitors market trends on social media platforms using automated analysis.
Evidence Traceability
Video, live, and AI-moderated voice interviews link to original recordings and transcript quotes, while text-based responses link to the individual answers.
Insights Library
Suzy Insight centralizes research documents and data from across studies into a searchable hub.
Compliance
SOC 2: ✓
GDPR: ✓
Best For/Not For
Suzy is best for brand and insights teams at CPG, FMCG, and retail companies that need primary research and want to uncover hidden market trends. It’s not suited to teams running primarily B2B research.
6. Voxpopme

Voxpopme is a video-first research platform that combines async, AI-moderated interviews and a cross-project insights repository.
Panel And Fraud Controls
Voxpopme runs its own panel across 27 markets, and teams can also bring their own participants or build communities for repeat research. Fraud detection covers location, device, and response quality throughout each study.
Multilingual Capability
Voxpopme supports 57 languages for video surveys. Teams write surveys in English and auto-translate them into the participant's local language.
AI and Analysis
For video surveys, Voxpopme’s AI analyzes responses after collection and surfaces transcriptions, sentiment, and themes. The AI Moderator conducts interviews, asking adaptive follow-up questions based on participants' responses.
Evidence Traceability
Theme Explorer links each theme directly to the video clips in which participants mentioned it.
Insights Library
Voxpopme includes a cross-study repository where teams can search across past videos, transcripts, and themes.
Compliance
SOC 2: ✓
GDPR: ✓
Best For/Not For
Voxpopme is best for consumer insights and brand teams running high-volume research where seeing and hearing participants matters. It's not suited to teams running primarily B2B research or those who’d prefer text-based survey formats as their main method.
7. GetWhy

GetWhy is an AI-moderated video research platform with Ph.D.-level researcher oversight built into every study.
Panel And Fraud Controls
GetWhy sources participants through third-party panels, selected automatically via API based on the audience brief. BYOP is also supported. Fraud detection runs before, during, and after each interview, and includes face detection and face matching.
Multilingual Capability
The AI-moderated interviews are available in 100+ languages.
AI and Analysis
GetWhy's AI conducts the interviews and handles post-study analysis. The Research Agent synthesizes findings from multiple studies and packages them into shareable formats such as showreels, articles, and podcasts, with Ph.D.-level researchers validating the findings throughout.
Evidence Traceability
Findings link directly to the video clips and transcript quotes that support them. GetWhy's Stories feature packages these into showreels, interactive articles, and presentations with embedded source video.
Insights Library
GetWhy includes a cross-study insights library powered by a natural language research agent.
Compliance
SOC 2: ✓
GDPR: ✓
Best For/Not For
GetWhy is best for CPG, FMCG, and retail consumer insights teams who want expert researcher oversight built into every study rather than managing it themselves. It's not suited to teams that need full self-serve control or those running primarily B2B research.
8. Remesh

Remesh is a group research platform where participants answer questions and vote on each other's responses.
Panel And Fraud Controls
Remesh Recruit provides vetted participants in the US and UK, and through panel partners for other markets. Remesh doesn’t outline any specific fraud detection mechanisms on its website.
Multilingual Capability
Remesh supports multi-language conversations. Participants take part in their preferred language while researchers view and analyze results in their own.
AI and Analysis
Remesh's AI analyzes group responses in real time, generating themes and consensus scores.
Evidence Traceability
For group conversations, Remy cites the specific responses behind each finding. Video interviews generate auto-themed clips with keyword search across transcripts and a clip creation tool for exporting exact moments as MP4 files.
Insights Library
Conversation Merge lets teams combine data from up to 10 conversations to analyze.
Compliance
SOC 2: ✓
GDPR: ✓
Best For/Not For
Remesh is best for market research and consumer insights teams running concept testing and message testing who need to understand where large groups agree or disagree. It's not suited to teams whose primary research method is AI-moderated individual interviews rather than group discussions.
9. Outset

Outset is an AI-moderated research platform where participants complete video, voice, or text interviews in their own time.
Panel And Fraud Controls
Outset recruits through native integrations, giving access to 1.1 billion participants across 85+ countries. Teams can also bring their own participant. An AI fraud agent screens sessions in real time, and panel partners run pre-screening before recruitment begins.
Multilingual Capability
Outset supports 40+ languages with automatic translation of transcripts and synthesis. Teams can compare findings from multilingual studies in a single view.
AI and Analysis
Outset's AI moderator conducts interviews directly and asks adaptive follow-up questions based on each participant's responses. The study design is supported by the AI Guide Companion, which generates structured discussion guides based on your research goals.
Evidence Traceability
Themes trace back to participant quotes and video clips.
Insights Library
Outset doesn't include a cross-study library. Teams that need to build institutional memory across studies need to integrate with Dovetail.
Compliance
SOC 2: ✓
GDPR: ✓
Best For/Not For
Outset is best for product and UX teams running high-volume discovery interviews across global participants. It's not suited to teams that need cross-study synthesis and are looking to consolidate their research platform.
10. Tellet

Tellet is a voice-first, AI-moderated research platform that conducts interviews and delivers automated analysis for concept testing, brand positioning, CX, and usage and attitude research.
Panel And Fraud Controls
Tellet integrates with panel providers globally but doesn't include a native panel. It doesn’t describe any fraud detection mechanisms on its website.
Multilingual Capability
Tellet lets teams ask questions and analyze results in 57 languages.
AI and Analysis
Tellet uses AI to run voice interviews and automatically analyze the results. Its AI Search feature lets teams ask new questions about completed studies and find answers in existing transcripts without running new research.
Evidence Traceability
Every insight traces back to the original participant response and source transcript.
Insights Library
Tellet doesn't support cross-study analysis. Results are scoped to individual studies.
Compliance
SOC 2: Not publicly confirmed.
GDPR: ✓
Best For/Not For
Tellet is best for teams whose main constraint is running voice-based research consistently across many languages and markets. It's not suited to teams that need video responses or want to build on findings across studies over time.
11. Voiceform

Voiceform is a survey platform that combines structured questions with voice and video responses and adaptive AI follow-up probing.
Panel And Fraud Controls
Voiceform includes its own panel of pre-vetted participants and a Prolific integration for broader reach. BYOP is also supported. Voiceform doesn't document any specific fraud detection mechanisms on its website.
Multilingual Capability
Voiceform supports 50+ languages through built-in AI translation and transcription.
AI and Analysis
Voiceform's AI generates adaptive follow-up questions based on participant responses. After collection, Nova, the platform's AI research assistant, handles transcription, sentiment analysis, thematic analysis, summaries, and reports.
Evidence Traceability
Themes trace back to individual participants' recordings, with source audio available for each response. Nova allows teams to query findings by question or custom filter to retrieve supporting quotes.
Insights Library
Voiceform doesn't include a cross-study insights library. Analysis tools operate per study.
Compliance
SOC 2: ✓
GDPR: ✓
Best For/Not For
Voiceform is best for teams running structured surveys who want richer survey responses without switching to a full interview platform. It's not suited to teams who want to run AI-moderated interviews or need cross-study synthesis.
12. Strella

Strella is a self-serve research platform that supports AI- and human-moderated video and voice interviews.
Panel And Fraud Controls
Strella recruits participants through panel integrations. Verification covers email, phone, and IP checks, with LinkedIn verification available for B2B audiences. BYOP is supported and allows custom screeners.
Multilingual Capability
Strella lets you conduct interviews in 46+ languages.
AI and Analysis
Strella’s AI conducts adaptive video and voice interviews.
Evidence Traceability
Every insight links to participant quotes and video highlight reels. Explorer surfaces clip-level evidence in response to natural-language queries, and teams can generate a video clip from any finding in any project.
Insights Library
Explorer is Strella's cross-study search interface. Teams can query findings across multiple projects in plain language and generate a video clip from any result.
Compliance
SOC 2: ✓
GDPR: ✓
Best For/Not For
Strella is best for marketing and product teams who need research findings quickly and want the flexibility to run AI-moderated or human-moderated interviews. It’s not suited to teams running longitudinal tracking programs where methodology needs to stay consistent across waves.
13. Bolt Insight

Bolt Insight is an AI chat-moderated qualitative research platform that supports text, audio, and video responses.
Panel And Fraud Controls
Bolt Insight recruits through global panel providers and programmatic advertising across 40+ countries. Fraud detection runs through AI quality assessment with probability scores, originality checks against internet text, GPTZero Shield to catch AI-generated responses, and a burstiness check that looks for the style variation typical of human writing.
Multilingual Capability
Sessions include simultaneous translation so summaries and transcripts are delivered in English regardless of the participant's language.
AI and Analysis
Bolt Insight's AI conducts interviews through a chat interface, with participants responding to conversational studies via text, audio, or video. Automated analysis runs after each study.
Evidence Traceability
Findings trace back to verbatim transcripts. Bolt Insight is chat-based, so there's no traceability for video or audio clips.
Insights Library
Meta-Analysis lets teams query across all completed studies in natural language. Teams can also upload external documents, such as reports and transcripts, so the knowledge base isn't limited to research conducted in Bolt Insight.
Compliance
SOC 2: ✓
GDPR: ✓
Best For/Not For
Bolt Insight is best for consumer insights teams running qualitative research who want chat-based AI moderation. It's not suited to teams that need voice- or video-first AI moderation, or to those running primarily B2B research programs.
14. UserTesting

UserTesting is a UX research platform built around usability testing and think-aloud studies at scale, with human-moderated live sessions and AI analysis.
Panel And Fraud Controls
UserTesting runs its own first-party panel covering 60+ countries. Fraud checks run before and during sessions using AI and geolocation, and flagged participants are reviewed by a human.
Multilingual Capability
UserTesting supports 22 study languages, but there’s no automated translation.
AI and Analysis
UserTesting's AI Insight Summary analyzes task results from clicks, scrolls, and transcripts to automatically identify themes and patterns.
Evidence Traceability
Insights Discovery links query results to video timestamps across studies.
Insights Library
UserTesting has two cross-study tools. EnjoyHQ is a full cross-project repository with keyword and semantic search across all studies. Insights Discovery adds AI natural language querying linked to video timestamps, though it's gated to the Ultimate tier and doesn't cover Live Conversations.
Compliance
SOC 2: ✓
GDPR: ✓
Best For/Not For
UserTesting is best for product, UX, and CX teams running high volumes of unmoderated usability testing who need reliable panel access at scale. It’s not for teams that need AI-moderated interviews.
15. Glaut

Glaut is a white-labeled, AI-moderated interview platform built for market research agencies, designed to integrate with existing quantitative survey workflows.
Panel And Fraud Controls
Glaut doesn't include a native panel or identity verification. Participant quality depends entirely on the upstream panel provider.
Multilingual Capability
Glaut supports 50+ languages for interviews and analysis.
AI and Analysis
Glaut's AI conducts adaptive interviews that sit inside existing survey workflows. Glaut codes open-ended responses automatically, grouping them into themes and sub-themes. Researchers can either describe what they're looking for and let the AI find patterns, or bring their own codebook and have Glaut apply it.
Evidence Traceability
Every theme and insight links back to the original participant and audio recording.
H4: Insights Library
Glaut doesn't describe any kind of cross-study insights library. Each study is standalone.
Compliance
SOC 2: Not publicly confirmed
GDPR: ✓
Best For/Not For
Glaut is best for market research agencies that want to add AI-moderated qualitative interviews to existing quantitative surveys without switching platforms. It's not suited to teams that need a native panel or a standalone end-to-end research platform.
Enterprise Trust Framework
Even the best market research tools still need to get past IT and legal. Ask these questions during demos to help avoid delays later in the procurement process.
Requirement | What to ask the vendor |
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Compliance standards vary across the qualitative research market. SOC 2 certification isn’t universal, and several platforms on this list don't publicly confirm it. Data residency options are also often limited outside enterprise plans, and these gaps are usually only discovered late in the procurement process, which can slow down or block a purchase.
What Surveys Can't Answer, and When They’re Enough
Market survey tools are the right choice for many research problems. They scale easily, produce clean quantitative data, and work well for tracking metrics over time or testing preferences across large groups. If you need to know what percentage of customers prefer option A over option B, or how NPS has shifted quarter on quarter, a survey tool can do that job well.
What data collection survey tools don't do is explain the reasoning behind the numbers. Take an NPS score of 6 with a text response of "Product is fine, but I haven't used it much." In a video interview, the same participant might explain they tried the product twice, ran into a setup problem, assumed it was their fault, and never contacted support because they couldn’t find the contact information. The survey captures the score, but the interview is what explains it.
Why Research Teams Pair Conveo With Their Survey Stack
Conveo was built to close the gap that surveys leave between a score and actionable insights:
AI-moderated video interviews show how people think and feel, capturing tone, hesitation, and follow-up depth that text open-ends miss.
Adaptive questioning digs into responses as the conversation unfolds, following threads that a fixed survey can't.
AI analysis turns hours of interviews into clear findings, typically within days rather than the weeks a traditional qual cycle would take.
The full workflow runs on a single platform, covering study design, recruitment, moderation, analysis, and synthesis without switching tools or managing separate vendors.
Research accumulates over time in a searchable insight library, so teams build on past findings rather than starting from scratch with every new study.
Conveo is SOC 2-certified, GDPR-compliant, and lets customers choose where their data is hosted, so enterprise procurement teams can approve the stack without a separate compliance review.
Conveo suits research and insights teams that run qualitative research at scale and need findings that their stakeholders will trust. It's not the right fit for teams running survey-only workflows with no pressure to explain the reasoning behind their data.
Frequently Asked Questions
What is market survey software, and how does it differ from general survey tools?
What are the best free market research survey tools?
How do I choose between self-serve and managed survey platforms?
Where does Qualtrics fit in the market survey software landscape?
When should a team use survey software vs. qualitative interviews?
How do I evaluate ROI from a market research survey tool?







