15 Best Market Survey Software for Enterprise Research Teams in 2026

A procurement-ready guide to 15 market survey software platforms, covering panel quality, AI, compliance, and evidence traceability for enterprise teams.

Headshot of Alex de Hemptinne

Alex de Hemptinne

Head of Customer Success

News

A competitor comparison graphic on a warm off-white background. Fifteen rounded-rectangle cards are arranged in a 5×3 grid. The centre card displays the Conveo logo — a gradient orange-to-pink app icon alongside the bold wordmark "Conveo" — in full colour with a cursor icon beneath it, indicating it is selected. The fourteen surrounding cards show competitor logos in muted grey tones across five rows: Qualtrics, Pollfish, and Attest (top row); Suzy, Voxpopme, and GetWhy (second row); Remesh and outset.ai (middle row, flanking Conveo); tellet, voiceform, and Strella (fourth row); and Bolt, UserTesting, and glaut (bottom row).
A competitor comparison graphic on a warm off-white background. Fifteen rounded-rectangle cards are arranged in a 5×3 grid. The centre card displays the Conveo logo — a gradient orange-to-pink app icon alongside the bold wordmark "Conveo" — in full colour with a cursor icon beneath it, indicating it is selected. The fourteen surrounding cards show competitor logos in muted grey tones across five rows: Qualtrics, Pollfish, and Attest (top row); Suzy, Voxpopme, and GetWhy (second row); Remesh and outset.ai (middle row, flanking Conveo); tellet, voiceform, and Strella (fourth row); and Bolt, UserTesting, and glaut (bottom row).

In this article

In this article

Qualitative insights at the speed of your business

Conveo automates video interviews to speed up decision-making.

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

  • Verified participants matched to your target audience

  • Transparent sourcing and recruitment methods

  • Protections against bots and professional participants

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

  • Native or API-based connections to BI and analytics tools

  • The ability to export clean, structured datasets

  • Compatibility with existing research workflows

Strong integrations help insights flow into workflows where teams act on them, rather than remain isolated in the survey platform.

Compliance and data residency

  • GDPR compliance status

  • SOC 2 certifications

  • Regional data hosting options

For enterprise buyers, missing compliance credentials can block a purchase, no matter how high-quality the research platform is.

Fraud prevention and participant verification

  • Device fingerprinting or identity checks

  • Duplicate response detection

  • Attention or quality filters built into surveys

Fraud controls reduce the risk of unreliable responses influencing your results and acting on misleading information.

Evidence traceability

  • The ability to link findings back to raw responses

  • Access to participant-level data or clips

  • A clear audit trail from insight to source

Stakeholders are more likely to trust insights when they can inspect the source rather than reading a summary.

Qualitative depth capability

  • Video, voice, or enriched open-ended responses

  • Follow-up probing beyond fixed survey logic

  • Capture of tone, hesitation, or context, not just text answers

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

Screenshot of the Conveo website homepage, featuring the headline "The only AI interviewer that captures every human signal." The page shows a grid of video interview participants with AI-detected signal labels overlaid, including Facial (subtle eye-roll), Voice (tone drop), and Body (head tilt). The Conveo logo — an orange "C" icon — appears above the browser screenshot. Brand logos including ASICS, Canva, Unilever, Coca-Cola, and FOX are visible at the bottom.

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

Screenshot of the Qualtrics Market & Audience Research homepage, headlined "Every method. One platform. Decisions at scale." on a bold blue background. The page describes Qualtrics as combining human intelligence with research-grade AI automation to spot opportunities, validate direction, and move with confidence. A product UI preview shows an "Invite to study" panel, a Research Hub interface with the query "What drives menu satisfaction?", and an AI-generated summary insight. A photo of two people collaborating on a laptop is shown alongside the UI. A "Trusted by leading brands" label is visible at the bottom. The Qualtrics wordmark logo appears above the browser screenshot on an orange gradient background.

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

A product screenshot graphic on a warm orange-to-pink gradient background. At the top, a white rounded card displays the Pollfish logo — a red bar chart icon alongside the red wordmark "Pollfish." Below, a screenshot of the Pollfish website is shown, featuring a navigation bar with links for Platform, Solutions, Quality, Resources, Pricing, and Login, plus a blue "Try it Free" button. The hero section has a bright blue background with the bold white headline "Instant Market Research. Confident Decisions." and a description paragraph alongside a "Start Free" button. To the right, an illustrated desktop monitor displays a colourful grouped bar chart labelled "4. Analyze Your Data." A row of customer brand logos — including DoorDash, Gillette, Energizer, Kraft, and Marks & Spencer — is partially visible at the bottom.

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

A product screenshot graphic on a warm orange-to-pink gradient background. At the top, a white rounded card displays the Attest logo — an orange triangle icon alongside the orange wordmark "Attest." Below, a screenshot of the Attest website is shown, featuring a navigation bar with links for Platform, Solutions, Pricing, Customers, Our research, and Resources, plus "Log in" and "Book a demo" buttons. The hero section has a light pink-to-white gradient background with the headline "The world moves fast, trust your insights. Know it now." in bold dark text with the final line in pink, alongside a description paragraph and "Book a demo" and "Pricing" buttons. A bar chart UI element comparing UK and USA data is visible to the right. A row of customer brand logos — including Uniqlo, Fujifilm, Reddit, JCDecaux, Huel, Netflix, Unilever, Molson Coors, Shark Ninja, and SunOpta — is visible at the bottom.

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

Screenshot of the Suzy homepage, headlined "Decisions are the new deliverable" on a light background with concentric circle decorative graphics. The page describes Suzy as connecting market intelligence, consumer research, and strategy to deliver briefs, stories, or business cases for any situation. A tabbed section below shows Intelligence, Insight, and Impact tabs, with the Insight tab active and the subheading "No more blind spots. No more bad bets." The Suzy logo — a dark purple hexagon icon — appears above the browser screenshot on an orange gradient background.

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

Screenshot of the Voxpopme homepage, featuring the headline "What your customers say changes everything." on a purple background. The page describes Voxpopme as capturing customer truth on video and turning it into insights to shape strategy, validate bold bets, and move markets, with the tagline "One prompt. Ten video responses. Same day." Two feature cards are partially visible at the bottom: "Turn Horizons Into Strategy with Insights that Multiply" and "Influence Strategy with Insights Playbooks for 2026." The Voxpopme logo — a purple geometric dot pattern — appears above the browser screenshot on a dark background.

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

Screenshot of the GetWhy homepage, featuring the headline "AI for Human Insights" on a deep purple background. The page describes GetWhy as enabling enterprises to run AI-moderated consumer interviews globally, guided and validated by experts, turning real conversations into trusted, decision-ready insights with video evidence in hours. A photo of a smiling woman with pink hair is partially visible at the bottom. The GetWhy logo appears above the browser screenshot on a orange gradient background.

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

Screenshot of the Remesh homepage, headlined "One intelligent platform for research that drives decisions" on a dark geometric patterned background in navy, teal, and black. The page describes Remesh as enabling conversational surveys, qual at quant scale, IDIs, and on-demand recruitment with built-in AI analysis. A product UI preview at the bottom shows a moderator asking "What is your first impression of this sneaker concept?" alongside an image of a blue sneaker, with a participant responding "I really like that shade of blue!" A webinar banner is visible at the top. The Remesh wordmark logo — with a blue dot motif — appears above the browser screenshot on an orange gradient background.

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

Screenshot of the Outset.ai homepage, featuring the headline "The only AI-moderated research that listens, sees, and understands." The page describes Outset as an all-in-one research platform combining conversational AI, behavioral intelligence, and emotional analysis to bridge the gap between what consumers say and what they do, at unprecedented speed and scale. A banner announces the launch of a Visual Intelligence suite for AI-moderated research. A row of six diverse research participant video thumbnails is prominently displayed at the bottom, with a "Trusted by the most respected enterprises" label beneath. The Outset.ai logo — a purple chat bubble with an arrow icon — appears above the browser screenshot on an orange gradient background.

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

Screenshot of the Tellet homepage, headlined "Qualitative research — Faster. Cheaper. Deeper." on a soft pink background. The page describes Tellet as an AI interview platform trusted by companies of all sizes to help them understand what customers think, feel and do. A smartphone mockup shows a conversational AI chat interface with the opening message "We've got some questions for you. Are you ready?" Client logos including Heineken, Kantar, and NIQ are visible at the bottom. The Tellet wordmark logo appears above the browser screenshot on an orange gradient background.

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

Screenshot of the Voiceform homepage, headlined "Smarter Surveys. Deeper Insights." The page describes Voiceform as combining structured surveys with voice, video, and AI to uncover deeper insights in minutes. A "Trusted by" section displays client logos including Slack, Nestlé, Shopify, Salesforce, CB Insights, RingCentral, Takasago, JLL, MarketVision, Prolific, Opinium, eHealth, Harvard University, Stanford University, Reality Defender, and Ipsos. The Voiceform logo — a microphone icon — appears above the browser screenshot on an orange gradient background.

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

Screenshot of the Strella homepage, headlined "Run 100 customer interviews by tomorrow morning." The page describes Strella as a customer research platform that uses AI to run in-depth interviews and generate actionable insights in just a few hours. A banner announces a $14M Series A funding round. Use case tabs for Market Research, Exploratory Research, Concept Testing, Usability Testing, and Mobile Testing are visible, with a video interview preview partially shown below. The Strella wordmark logo — featuring a star asterisk — appears above the browser screenshot on an orange gradient background.

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

Screenshot of the Bolt homepage, headlined "AI-Powered Market Research" on a light grey background. The page describes Bolt Insight as enabling organisations to run AI-powered research globally, combining advanced technology with human expertise to turn real consumer conversations into trusted, decision-ready insight across qual and quant studies. A product UI preview shows four smartphones displaying video interview participants alongside an AI chat interface. A "Trusted by leading global brands" section shows logos including L'Oréal, Unilever, Vodafone, Danone, Brand Finance, and Reckitt. The Bolt wordmark logo appears above the browser screenshot on an orange gradient background.

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

Screenshot of the UserTesting homepage, headlined "Craft experiences that win hearts—and markets" with the subheading "Find the 'why' then build faster, smarter, and with confidence." A section below is titled "The Human Insight Engine for the Enterprise," describing UserTesting as the trusted solution behind the world's most customer-centric brands, with bullet points highlighting the world's strongest global participant network and an AI-driven engine built for enterprise. A product video thumbnail shows a person using a tablet and stylus alongside colour swatches. An AI assistant chatbot named Tess is visible in the bottom right corner. The UserTesting logo — a blue speech bubble icon — appears above the browser screenshot on an orange gradient background.

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

Screenshot of the Glaut homepage, headlined "The only AI-powered software built for Market Research firms." The page describes Glaut as adding AI-moderated interviews and an integrated analysis suite to quantitative surveys, so teams capture richer insights without slowing delivery. A banner announces Glaut received the 2025 ESOMAR Breakthrough Research Methodology Award. A product UI preview shows an AI interview interface with an opening question about an IKEA commercial. The Glaut wordmark logo — featuring a pink asterisk — appears above the browser screenshot on an orange gradient background.

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

  • SOC 2 Type II certification

  • Do you have a current SOC 2 Type II report, and can you share it if needed?

  • GDPR compliance

  • Are you GDPR compliant?

  • Do you provide a Data Processing Agreement?

  • Do you have a named Data Protection Officer?

  • Data residency

  • Where is data stored and processed?

  • Can we choose the region?

  • What happens if data is moved outside that region?

  • SSO / SAML support

  • Do you support SSO via SAML 2.0?

  • Is it included in all plans or only enterprise tiers?

  • Audit trails

  • Do you keep logs of user activity?

  • How long are they stored?

  • Can customers access them when needed?

  • Evidence traceability

  • Can findings be traced back to the original participant?

  • Can we see the underlying response or moment that led to an insight?

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.

If your team runs surveys but stakeholders keep asking, "Why did they say that?":

If your team runs surveys but stakeholders keep asking, "Why did they say that?":

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?

Qualitative insights at the speed of your business

Conveo automates video interviews to speed up decision-making.

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