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.

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
Features
Primary audience
Research approach
Interview format
Emotion, tone & visual analysis
Cross-study search
Always-on / continuous programs
Recruitment
Languages
Reporting & slide exports
Mobile testing flows
Enterprise compliance
Recruitment services
Enterprise consumer insights & brand research teams
Research-rigorous AI interviews with full discussion-guide control
Real video with a speaking AI moderator
Yes, layered on transcripts
Yes, query patterns across past studies (talk-to-your-data)
Yes, continuous tracking & trend analysis on qual
Panel-agnostic: 8+ professional panels plus your own panelists
50+
Strong, actively expanding
On roadmap
SOC 2 certified, GDPR, EU hosting available
Does not sell recruitment services, keeping the platform independent from its panel partners

UX researchers, designers, product managers, and cross-functional teams
AI-moderated interviews feeding a central Knowledge Hub; collection and repository in one loop
Voice-led AI interviews; recorded audio responses
Not publicly confirmed
Yes, via the Knowledge Hub with cited AI answers
Continuous repository; data collection is primarily project-based
No native panel; BYOP or third-party integration
40+
Available, including AI-generated presentations
Not confirmed
SOC 2 certified, ISO 27001, GDPR, HIPAA, ISO 42001
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.
Frequently asked questions.
Compare Conveo with others

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.









