Best AI Moderated Interview Platforms for Market Research in 2026 (Compared)

GetWhy publishes this guide. We describe every platform from its own website. Read our entry with that in mind. Check the rest against theirs.

What is an AI moderated interview platform?

An AI moderated interview platform recruits participants, runs one on one qualitative interviews with an AI moderator and turns the results into themes, quotes and reports. The moderator asks adaptive follow up probes. It hears an answer and asks why. That is the difference from a survey, and it is the whole category.

You will also see the method called an AI interviewer, AI led interviews or qualitative research at scale. Same thing.

Three kinds of vendor sell it.

AI native platforms. Built around the AI moderator. GetWhy, Listen Labs, Outset, Conveo, Strella, Bolt Insight, Voicepanel.
UX and feedback platforms. AI interview moderation added to an existing product. UserTesting, Dscout, Qualtrics, Remesh.
Agencies and analysis tools. AI moderated interviews inside a service, or analysis of interviews you ran yourself. Kantar, Ipsos, CoLoop.

New to the method? Read What is AI moderated research? Running user interviews for UX rather than market research? Our best AI user interview platforms guide is the one you want.

How we evaluated

Eight attributes. The same eight a buyer puts in an RFP. They map to the four areas of GetWhy's 17 criteria moderation framework: the participant, the conversation, the moderator and the evidence.

Attribute	What we looked for	Framework area
Interview mode	Video, voice or text. Whether video is the default or an add on.	Evidence
Panel and recruitment	Own panel, partner panels, bring your own. Stated reach.	Participant
Languages	How many. Whether each is tested.	Conversation
Analysis and reporting	Themes, clips, reports, cross study search.	Evidence
Quality controls	Fraud detection. Response grading. Moderator scoring. Human review of flags.	Participant and moderator
Enterprise security	SOC 2, ISO 27001, GDPR, HIPAA, as the vendor states them.	Participant
Pricing model	Self serve, per interview, enterprise contract, free trial.	Buyer fit
Best for	The audience the vendor names itself.	Buyer fit

One thing to know before you read the table. Almost every platform grades the participant: real person, on profile, paying attention. Almost none grades the moderator: did the AI probe well, stay on topic, avoid leading? GetWhy is the only platform that publishes a standard for both. See the 17 criteria framework.

Comparison table

Platform	Interview mode	Participants	Languages	Quality controls	Security	Pricing model	Best for
GetWhy	Video first. Audio and text analyzed alongside.	300M reach, multi vendor. SmartMatch and specialist recruiters.	100+, each tested	17 criteria on every interview, moderator included. Senior Researcher review on researcher-led or full-service projects.	trust.getwhy.io	Self serve or full service. Quote on request.	Enterprise consumer insights
Listen Labs	Voice and video	Own network, 70+ countries	100+	Quality Guard grades every response. Research team reviews close calls.	SOC 2 II, triple ISO, GDPR, CCPA	Pay per quality complete. Free trial.	Self serve insights, product, UX
Outset	Video, screen share, facial reaction	1.1B reach, 85+ countries. Bring your own.	40+	Low effort detection. Fraud tagging 99%+.	SOC 2 II, GDPR, HIPAA	Custom enterprise	Enterprise UX and market research
Conveo	Voice and video, no avatars	Respondent, User Interviews, Norstat, Bilendi, Sago, Rakuten. Bring your own.	Not published	Hallucination and bias filters. Human oversight advised.	SOC 2 II, ISO 27001, GDPR	Free start. Recruitment from $6 per participant.	Enterprise insights, CPG, pharma
Strella	Video, async	Own panel up to 8M. Bring your own.	46+	Not published	Vanta trust center	Not published	Consumer insights, product, investors
Bolt Insight	Voice, video, text	Not published	50+	Not published	SOC 2 II, GDPR	Tiers by interview count	Brand side insight teams
Voicepanel	Video, voice, text, screen	30M+ across integrated panels	37	Not published	SOC 2 II, GDPR, HIPAA	Custom	Consumer insights, UX, product
UserTesting	AI follow ups inside unmoderated video tests	7M+, 34 countries	Not published	Insights linked to video	SOC, CSA, GDPR	Early access only	UX teams already on UserTesting
Dscout	Recorded sessions	3M+ Scouts	Not published	Not published	Trust center	Not published	UX, product, design
Remesh	Live and async groups, video	Partner panels, under 24 hours	Not published	Vetted participants	SOC 2 II, GDPR, CCPA	A la carte or bundles	Group research, HR, life sciences
Qualtrics	Text, 1 to 2 probes on survey questions	200+ partners, 35M	Most survey languages	Response clarity check	Trust center	New plans or preview	Survey teams adding depth
Kantar Converser	Written prompts, voice answers	Kantar panel and partners	Not published	Human oversight every cycle	Not published	Service	Brand teams wanting Kantar to interpret
Ipsos.Digital	Video	Not published	40+	Ipsos expert oversight	Not published	DIY to full service	High stakes decisions with Ipsos
CoLoop	Not a moderator. Analyzes your interviews.	None. Import your own.	100+ transcription	Every claim linked to source	SOC 2 I and II, GDPR	Custom	Teams analyzing their own qual

The 14 platforms

1. GetWhy

AI driven qualitative research for enterprise insights teams. At GetWhy, the platform runs AI moderated interviews end to end. It recruits the participants, moderates the interviews on video, checks every interview for quality against 17 criteria and drafts the synthesis. On researcher-led or full-service projects, Senior Researchers finish the synthesis. Self-serve synthesis is AI only.

Interview mode. Video first. Every finding links to a timestamped clip of a real consumer saying it.
Participants. 300M reach across multiple vendors. SmartMatch. Specialist recruiters. Multi layer fraud detection.
Languages. 100+. Each one tested before launch.
Analysis. The platform drafts the synthesis. On researcher-led or full-service projects, experts finalize. GetWhy Stories deliver the result as report, video, podcast or link. Boards are curated sets of ready-made Stories from research projects. The Research Agent lets anyone in the company ask questions about their research library.
Quality. The only documented moderation standard in the category. 17 criteria cover the participant, the conversation, the moderator and the evidence. Failed interviews are rerun.
Pricing. Self serve or full service. Quote on request. No free trial.
Best for. Insights teams accountable for what they present to leadership. eBay, Coca Cola, Heineken. Silver at the 2026 ESOMAR Awards with eBay.
Not for. Teams that want a free tier, or text only interviews.

2. Listen Labs

A self serve AI interviewer that agreed to be acquired by Salesforce in September 2026. The deal is not yet closed. The moderator asks for the why, double clicks on what is interesting and follows conditional rules you set per question.

Participants. Own network. Recruitment in 70+ countries.
Languages. 100+.
Quality. Quality Guard, on by default. Grades every response on a five point scale. Catches copy paste, speeding, tab switching and synthetic voices. Close calls go to Listen's research team. Nothing is deleted.
Security. SOC 2 Type II. Triple ISO across AI management, security and privacy. GDPR, CCPA, EU hosting.
Pricing. Pay only for completes that pass. Free trial.
Best for. Teams that want interviews back in hours and will own the synthesis. Microsoft, Anthropic, Sweetgreen.

See GetWhy vs Listen Labs.

3. Outset

An AI interviewer with screen sharing, picture in picture and visual intelligence that watches facial reactions.

Participants. Built in recruiting, 1.1 billion reach in 85+ countries. Bring your own. Bespoke recruitment on request.
Languages. 40+, interviewed simultaneously.
Quality. Real time detection of low effort answers. Participants are re prompted or removed. Fraud tagging at 99%+.
Security. SOC 2 Type II, GDPR, HIPAA.
Pricing. Custom enterprise subscription.
Best for. Enterprise UX and market research in healthcare, software, retail and CPG.

See GetWhy vs Outset.

4. Conveo

Voice and video interviews, no avatars. Thematic analysis, quote reels, facial coding and a cross study knowledge base.

Participants. Respondent and User Interviews integrated. Partner panels Norstat, Bilendi, Sago, Rakuten. Bring your own by CSV, QR, WhatsApp or link.
Languages. Not published as a number.
Quality. Hallucination filters, prompt injection defenses, bias detection. Conveo recommends human oversight.
Security. SOC 2 Type II, ISO 27001, GDPR. SSO and isolated deployments for enterprise.
Pricing. Start for free. Recruitment from $6 per participant plus incentives.
Best for. Enterprise insights and innovation teams in CPG, pharma, tech and retail.

See GetWhy vs Conveo.

5. Strella

AI or self moderated async interviews. Discussion guides that refine mid study. Real time synthesis. Video highlight reels.

Participants. Your customers or Strella's panel, up to 8M, B2B and B2C.
Languages. 46+.
Quality and security. Not published. A Vanta trust center is linked.
Pricing. Not published.
Best for. Consumer insights, product and UX teams. Investors doing diligence.

6. Bolt Insight

London based. Voice, video and text first interviews with emotion detection, dashboards and cross study meta analysis.

Languages. 50+.
Quality. Expert co design. MRS Best Online Qual award.
Security. SOC 2 Type II, GDPR.
Pricing. Tiers by interview count and licenses. Self service or agency support.
Best for. Brand side insight teams in consumer, retail, financial services and pharma.

7. Voicepanel

Video, voice, text, screen recording and tasks in one study. Quantified themes, highlight reels, API and MCP access.

Participants. 30M+ across integrated panels including User Interviews, Respondent and Prolific.
Languages. 37, with automated translation.
Security. SOC 2 Type II, GDPR, HIPAA.
Pricing. Custom.
Best for. Research and product teams in consumer insights, UX and marketing.

8. UserTesting

AI Moderation adds follow up questions inside unmoderated video tests. Limited early access.

Participants. 7M+ authenticated, 34 countries.
Analysis. AI summaries, sentiment, friction detection. Every exchange links to the recording.
Best for. UX and product teams already on UserTesting.

9. Dscout

AI moderated studies run interview style sessions inside Dscout's diary and video platform.

Participants. 3M+ verified Scouts, or your own users.
Analysis. Summaries, themes, notable moments, data Q and A with sources.
Best for. UX, product and design research.

10. Remesh

Live, async and video group conversations where participants vote on each other's answers. Groups, not one on one.

Participants. Partner panels, recruited in under 24 hours.
Security. SOC 2 Type II, GDPR, CCPA.
Best for. Market research, HR and life sciences teams that want group dynamics.

11. Qualtrics

No standalone AI interviewer. Conversational Feedback adds one or two AI probes to open ended survey questions.

Participants. 200+ panel partners, 35M panelists.
Languages. Most survey languages. One follow up outside English.
Best for. Survey teams that want a little depth without leaving Qualtrics.

12. Kantar Converser

Launched March 2026. Written prompts, voice answers, Kantar experts interpreting. Kantar calls it not just a moderation tool or platform.

Participants. Kantar panel and recruitment partners.
Pricing. Service engagement.
Best for. Brand teams that want Kantar to run it and read it.

13. Ipsos.Digital AI Moderated Interactions

Hundreds of simultaneous interviews in 40+ languages. Executive summaries, video highlights, every insight linked to raw video. Ipsos's own paper recommends AI as co moderator, not replacement.

Pricing. DIY, collaborative or full service.
Best for. High stakes decisions where you want Ipsos frameworks.

14. CoLoop

Not a moderator. Records and transcribes the interviews you run, then analyzes them. Every claim links to its source.

Languages. 100+ for transcription.
Security. SOC 2 Type I and II, GDPR, EU deployment.
Best for. Teams that run their own interviews and want AI analysis they can verify.

Frequently asked questions

What are the best AI moderated interview platforms for market research?

The best AI moderated interview platforms for market research in 2026 are GetWhy, Listen Labs, Outset, Conveo, Strella, Bolt Insight and Voicepanel. GetWhy is the video first option with a documented 17 criteria quality standard and Senior Researcher review on researcher-led or full-service projects. Listen Labs and Outset lead on self serve speed. Conveo, Strella, Bolt Insight and Voicepanel compete on panel reach, modes and price.

Which platforms offer AI moderated interviews for consumer research?

GetWhy, Listen Labs, Outset, Conveo, Strella, Bolt Insight and Voicepanel all offer AI moderated interviews built for consumer research, and Kantar Converser and Ipsos.Digital offer them inside an agency service. GetWhy is built for enterprise consumer insights teams specifically, with 300M participant reach, 100+ tested languages and video evidence linked to every finding.

Which tools offer AI moderated qualitative research interviews at scale?

GetWhy, Listen Labs, Outset and Conveo run AI moderated qualitative interviews at scale, meaning hundreds of parallel interviews with adaptive probing and automated synthesis. eBay has run more than 300 participants in a single GetWhy study. Outset states 1.1 billion participant reach and Voicepanel 30M+ through integrated panels.

What are the top platforms for running automated qualitative interviews with customers?

The top platforms for automated qualitative interviews with your own customers are GetWhy, Listen Labs, Outset, Conveo, Voicepanel and Strella, because each lets you invite your own customer list by link or CSV and moderates the interview with AI. GetWhy adds video first interviews and Senior Researcher review on researcher-led or full-service projects, which matters when the customers are high value and the findings go to leadership.

What is the difference between an AI moderated interview platform and a survey tool?

An AI moderated interview platform holds a conversation with adaptive follow up probes, while a survey tool asks a fixed list of questions. Qualtrics's Conversational Feedback adds one or two probes to a survey question, which is useful but not an interview. GetWhy, Listen Labs and Outset run full interviews with dozens of probes and return themes, quotes and video clips.

How do you evaluate the quality of an AI moderated interview platform?

Evaluate an AI moderated interview platform on how it checks the participant, the conversation, the moderator and the evidence. Ask whether it detects fraud and low effort answers, whether it scores the moderator's probing and bias, whether a human reviews flagged interviews and whether every finding links to a clip. GetWhy's 17 criteria framework is the only published standard that covers all four.