CleverX vs Conveo: AI qualitative research compared
Conveo runs AI interviews at scale from your own audience. CleverX adds a verified panel of 8M+ professionals so you can recruit, interview, and analyse in one place.
CleverX vs Conveo: AI qualitative research compared
CleverX and Conveo both run AI-moderated qualitative interviews at scale, but they are built around fundamentally different sourcing models. Conveo provides the AI interview and analysis layer; you supply the participants. CleverX provides the AI interview and analysis layer plus a built-in verified panel of 8M+ professionals and consumers, so recruitment and research happen in one workflow.
That distinction matters most when you decide where your next study’s participants will come from.
What each platform does
Conveo is a European AI research platform designed for high-volume qualitative studies. Teams upload a discussion guide, configure the AI moderator, and distribute a link to their own respondents. Conveo handles parallel AI-moderated conversations at scale and surfaces cross-respondent themes through its analysis layer. Its market research positioning makes it particularly popular with insight agencies and brand teams running large programmes.
CleverX is a research platform that combines an AI interview engine, AI Interview Agents, with a built-in verified panel. You define your target audience using filters including job title, seniority, industry, company size, and geography, then CleverX surfaces matching verified participants, runs AI-moderated interviews, and delivers synthesised findings. The typical end-to-end turnaround is two to five days.
The clearest way to describe the difference: Conveo is a tool you bring your audience to. CleverX is a platform where the audience is already there.
Panel access: the sharpest dividing line
Conveo is a bring-your-own-audience (BYOA) platform. This model suits teams that already have a large, engaged customer base, a panel subscription with a separate provider, or access to a recruited community they want to interview repeatedly. In those cases, you pay for the AI interview layer without also paying to access participants you already have.
The constraint appears when you need to recruit a fresh audience, especially in B2B. Finding 15 to 20 IT directors, procurement leads, or fintech product managers with verified credentials is a multi-week effort through a BYOA workflow: brief a recruitment agency, vet candidates, obtain consent, then import links into the interview tool. You are coordinating two vendors and two billing relationships.
CleverX collapses that workflow. You set filters inside the same platform you use to run interviews. Because participant credentials are verified rather than self-reported, you can target by role and seniority with confidence. This matters especially for niche professional audiences where fraudulent or unqualified respondents are a real risk with unverified panels.
For a broader view of how verification affects panel quality in B2B research, B2B panel quality comparison: CleverX, Respondent, User Interviews, Prolific, Wynter is a useful reference.
AI interview and analysis capabilities
Both platforms use conversational AI to conduct interviews without a human moderator and to synthesise patterns across large qualitative datasets.
Conveo is positioned on scale and speed. Its strength is running hundreds of AI-moderated conversations simultaneously and surfacing themes across a large response set quickly. Research teams at agencies or large brand organisations that need directional insight from many respondents at once tend to find this approach efficient. Conveo is built with European data residency options, which matters for teams subject to GDPR storage requirements.
CleverX AI Interview Agents are designed to handle complex, domain-specific topics where participants use technical jargon or give answers that require contextual follow-up. Because CleverX has verified participant attributes, the synthesis layer can segment and cross-reference findings by seniority, industry, or company size directly. A study covering enterprise security buyers, for instance, can surface how responses from CISOs differ from those of IT managers within the same study.
Side-by-side comparison
| Feature | Conveo | CleverX |
|---|---|---|
| Built-in participant panel | No (BYOA) | Yes, 8M+ verified |
| B2B targeting by role | BYOA only | Job title, seniority, industry, company size |
| AI moderation | Yes | Yes, AI Interview Agents |
| Async interviews | Yes | Yes |
| Live interviews | No | Yes |
| Cross-respondent synthesis | Yes | Yes, with participant attribute segmentation |
| Geographic coverage | Global (BYOA) | 150+ countries (panel included) |
| European data residency | Yes | Discuss with sales |
| Typical turnaround | Study setup only | 2 to 5 days end-to-end |
| Pricing model | Custom | $1 per credit, custom plans |
B2B research: where the sourcing gap matters most
BYOA tools work smoothly for B2C or consumer research if you already have a customer mailing list. For B2B research, the sourcing challenge compounds quickly. The target audience is smaller, harder to reach, and expects higher incentives. Self-reported professional profiles on general panels frequently contain inaccurate job titles or seniority levels, which is a recognised issue in B2B research quality.
Conveo’s AI interview layer is well-suited to B2B topics once you have the right respondents in front of it. The platform does not solve the sourcing problem. CleverX verifies professional credentials, which means the targeting layer and the interview layer are aligned from the start.
For teams regularly running research with IT buyers, finance professionals, or other hard-to-reach B2B audiences, AI-moderated interviews for B2B research covers the additional considerations that apply, including incentive levels, session depth, and follow-up consent.
Pricing: comparing total research cost
Conveo uses custom pricing based on study volume. CleverX uses a credit-based model at $1 per credit, with custom plans for ongoing research programmes.
Comparing headline platform rates is misleading for platforms with different sourcing models. Conveo’s rate covers the AI interview and analysis layer only. Recruitment through a separate service adds to that total. CleverX’s rate bundles recruitment, AI interviews, and synthesis.
For teams without existing participants, the all-in cost comparison often closes faster than the platform-rate comparison suggests. Teams with large existing audiences already paying for a separate panel subscription may find BYOA platforms more cost-efficient for studies that draw from that audience.
Nielsen Norman Group’s research on remote qualitative methods consistently identifies participant sourcing as a primary operational friction point for research teams, which gives context for why bundled platforms appeal to teams that run frequent, varied studies.
When to choose Conveo
Conveo is the stronger fit if your team already has a large audience to deploy to, whether that is your own customer base, an existing panel subscription, or a recruited community panel. It is also well-suited for insight agencies managing programmes where the client provides the audience or where a separate panel provider is already part of the client’s contract. European data residency requirements are an additional reason some teams in EU markets favour Conveo.
When to choose CleverX
CleverX is the better fit if you need to recruit participants rather than deploy to an existing audience, particularly for B2B research with verified professional credentials. If you want a single-platform workflow from targeting to AI interviews to synthesised findings, and if your studies span multiple countries or audience types that change study to study, CleverX eliminates the multi-vendor coordination that BYOA tools require.
For a wider view of how AI interview platforms differ across the market, best AI-moderated interview platforms in 2026 covers the landscape with additional head-to-head comparisons.
If you are in the early stages of evaluating platforms and want a structured set of questions to ask any vendor, AI-moderated interview platform buyer guide provides a checklist that applies across BYOA and panel-included options.
Frequently asked questions
What is the main difference between CleverX and Conveo?
The core difference is panel access. Conveo is a bring-your-own-audience (BYOA) platform: it provides the AI interview engine and analysis tools, but you source participants separately. CleverX includes a built-in verified panel of 8M+ professionals and consumers across 150+ countries, so recruitment, AI moderation, and synthesis happen inside one workflow without a separate vendor.
Does Conveo have a built-in participant panel?
No. Conveo does not include a built-in panel. You supply participants from your own customer list, a separate panel provider, or a recruitment service. This works well for teams with existing audiences, but it adds cost and coordination if you need to recruit fresh participants for each study.
Which platform is better for B2B qualitative research?
CleverX has a structural advantage for B2B research because it verifies participant credentials including job title, seniority, company size, and industry. Conveo supports B2B research, but only if you bring your own verified B2B participants. Finding 15 to 20 enterprise buyers or IT decision-makers from scratch typically requires pairing Conveo with a separate B2B recruitment service.
How do CleverX and Conveo compare on AI analysis capabilities?
Both platforms use AI to conduct interviews without a live moderator and to synthesise findings across many conversations. Conveo positions strongly on running high volumes of interviews simultaneously and surfacing cross-respondent patterns quickly, which suits large-scale market research programmes. CleverX AI Interview Agents are designed for complex, jargon-heavy B2B topics and provide synthesis tied back to verified participant attributes, such as seniority or sector.
How does pricing differ between CleverX and Conveo?
Conveo uses custom pricing based on study volume, which you negotiate with their team. CleverX uses a credit-based model at $1 per credit, with custom plans for ongoing research programmes. For total cost comparison, remember that Conveo’s fee does not include participant sourcing, whereas CleverX’s pricing bundles recruitment, so the all-in numbers are more directly comparable than platform rates alone suggest.
Which platform is right for teams running frequent studies across new audiences?
CleverX is the more efficient choice for teams that regularly need to reach audiences outside their existing customer base, particularly B2B segments with specific role or industry filters. Conveo is a strong option for teams that already have a panel subscription or a large customer community and want a scalable AI interview layer on top of those existing sources.