COMPARE CONVEO

Conveo vs

Marvin

Both platforms use AI to help research teams get more from qualitative data. The difference is in which direction you are starting from.

See Conveo in action Scroll to compareStart for free

The short version

Marvin combines AI-moderated interviews with a centralized Knowledge Hub, making it strong for cross-functional teams (UX researchers, product managers, and marketers) who want collection, analysis, and shared intelligence in one place. Teams distribute findings through Slack and Salesforce and query everything with cited AI answers.

Conveo is a video-first AI research platform built for enterprise insights and CMI teams running ongoing primary research. Every study feeds a compounding insight library that grows with the program. Participants are sourced through 8+ integrated panel partners, and the platform does not sell recruitment services. Marvin's heritage is the Knowledge Hub. Conveo's center of gravity is primary research generation.

If you run 50 to 200+ studies per year across brands, markets, and research types, read on.

Results with Conveo

5X

faster iterations

70%

or more cost savings

5X

Confidence in your decisions driving revenue

Compare Conveo vs Marvin

Feature-by-feature comparison of Conveo and Marvin.
Features	Conveo	Marvin
Primary audience	ConveoStrength: Enterprise consumer insights & brand research teams	MarvinStrength: UX researchers, designers, product managers, and cross-functional teams
Research approach	ConveoStrength: Research-rigorous AI interviews with full discussion-guide control	MarvinStrength: AI-moderated interviews feeding a central Knowledge Hub; collection and repository in one loop
Interview format	ConveoStrength: Real video with a speaking AI moderator	MarvinStrength: Voice-led AI interviews; recorded audio responses
Emotion, tone & visual analysis	ConveoStrength: Yes, layered on transcripts	MarvinLimitation: Not publicly confirmed
Cross-study search	ConveoStrength: Yes, query patterns across past studies (talk-to-your-data)	MarvinStrength: Yes, via the Knowledge Hub with cited AI answers
Always-on / continuous programs	ConveoStrength: Yes, continuous tracking & trend analysis via Conveo StoryLines	MarvinStrength: Continuous repository; data collection is primarily project-based
Recruitment	ConveoStrength: Panel-agnostic: 8+ professional panels plus your own panelists	MarvinLimitation: No native panel; BYOP or third-party integration
Languages	ConveoStrength: 50+	MarvinLimitation: 40+
Reporting & slide exports	ConveoStrength: Strong, actively expanding	MarvinStrength: Available, including AI-generated presentations
Mobile testing flows	ConveoStrength: On roadmap	MarvinLimitation: Not confirmed
Enterprise compliance	ConveoStrength: SOC 2 certified, GDPR, EU hosting available	MarvinStrength: SOC 2 certified, ISO 27001, GDPR, HIPAA, ISO 42001
Recruitment services	ConveoStrength: Does not sell recruitment services, keeping the platform independent from its panel partners	MarvinStrength: No recruitment services offered

When to choose each

Choose Marvin if:

You are a UX or product team that wants to run AI-moderated interviews and organize findings in one connected loop; your primary challenge is research fragmentation across tools; you want cross-functional teams (design, product, and marketing) to work from a shared insight system; or integrating findings into existing workflows like Slack, Salesforce, or Jira is the priority.

Choose Conveo if:

You run an enterprise insights or CMI function with ongoing primary research needs; you need primary research completed in days, not weeks, without compromising on methodology standards; methodology credibility has to pass an internal or client quality bar; you need to recruit vetted participants across professional panels and global markets; you manage research across multiple brands, study types, or markets.

The key difference

The core distinction is where each platform starts. Marvin organizes and activates research you already have. Conveo generates the research you need through AI-moderated video interviews with real participants, in which the moderator probes dynamically and every response is captured on video.

Every insight is tagged to its source clip so stakeholders can verify findings in context rather than trusting a summary. Every study adds to a compounding knowledge base, so the research program gets smarter with each study the team runs.

"Research across multiple business units, run materially faster while meeting a global insights function's standards."

"Video-first approach is a real differentiating methodological advantage."

Conveo helps us go deep on projects we couldn’t even run otherwise with time and budget constraints.

Real human understanding, without the trade-off.

Fast insight is useless without depth. Deep insight is useless if it slows you down. Conveo goes beyond words, capturing emotion, behavior, and context others miss. The full story, delivered in days.

Book a demo Try an interview

Frequently asked questions.

Yes. Customers span tech, healthcare, and media. Conveo is strongest where research rigor, multi-market complexity, and institutional knowledge matter, regardless of industry.

Conveo integrates 8+ professional panels and lets you bring your own panelists. Marvin does not include a native panel; teams share a study link via their own participant list or a third-party integration. Conveo also deliberately does not sell recruitment services to stay independent while still offering quality guarantees.

Conveo supports research in 50+ languages with consolidated analysis. Marvin's AI-moderated interview product supports 40+.

Conveo supports concept testing, IDIs, MaxDiff, segmentation studies, ad testing, and longitudinal tracking programs within a single platform, with full researcher control over study structure and discussion guide design.

Every study feeds a shared insight library. Past findings are searchable, linkable, and reusable, so the knowledge base compounds across every study the team runs.

Yes. Some enterprise teams use Conveo to generate and analyze primary research and a separate tool to distribute findings alongside other organizational data. The two platforms address different workflow layers.

Compare Conveo with others

Conveo vsListen LabsSee how Conveo compares to Listen Labs for AI-moderated research. Instead of speed-first interviews built for product and tech teams...See full comparison →

Conveo vsOutsetSee how Conveo stacks up against Outset for enterprise insights programs. Both platforms run AI-moderated interviews at scale, but...See full comparison →

Conveo vsGetWhySee how Conveo compares to GetWhy for enterprise CMI teams. Both serve global CPG and consumer insights functions, but...See full comparison →

Conveo vsVoxpopmeSee how Conveo compares to Voxpopme for qualitative research at scale. Instead of async video surveys where participants self-record...See full comparison →

Conveo vsTelletSee how Conveo compares to Tellet for enterprise research teams. Instead of a speed-first platform built for companies of all sizes...See full comparison →

Conveo vsStrellaSee how Conveo stacks up against Strella for enterprise insights teams. Instead of a flexible platform built for product and UX teams...See full comparison →

Conveo vsGlautSee how Conveo compares to Glaut for enterprise research teams. Instead of embedding into an existing agency or in-house workflow...See full comparison →

Conveo vsYasnaSee how Conveo compares to Yasna for enterprise research programs. Instead of accessible, resource-light interviews for exploratory research...See full comparison →

Conveo vsBolt InsightSee how Conveo compares to Bolt Insight for enterprise insights teams. Instead of a platform paired with an 85+ person research team...See full comparison →

Want to see how Conveo runs research at scale?

Automate qualitative research with AI-led interviews, scale insights, and lead your organization into the next era of understanding consumer behavior.

Book a demo Try an interview