Lookback vs CleverX: moderated session tools compared

Lookback is a session recording and interview platform; CleverX is a research platform that combines participant recruitment, AI-moderated interviews, and live moderated sessions in one place. If you already have a participant source and just need a session tool, Lookback is a solid standalone option. If you need both participants and session infrastructure, CleverX reduces tool sprawl by handling both.

This comparison covers the features that matter most to UX researchers: session capabilities, participant recruitment, analysis tools, B2B research support, and pricing structure.

What each platform is built for

Lookback was designed as a research session tool. Its core value is helping teams record, organize, and share moderated and self-guided sessions. Teams typically use it alongside a separate recruitment service, their own CRM, or a panel provider. The platform is well-regarded for its clean interview interface and session repository.

CleverX was built to solve the end-to-end problem of finding the right people and running sessions with them. It combines a verified participant panel (8M+ B2B and B2C professionals across 150+ countries), live moderated interviews, and AI-moderated interviews that run asynchronously. The goal is to cut the recruitment-to-insight cycle from weeks to days.

Feature comparison

Feature	Lookback	CleverX
Live moderated sessions	Yes	Yes
Self-guided (unmoderated) sessions	Yes	Yes
AI-moderated interviews	No	Yes
Built-in participant panel	No	Yes (8M+)
B2B professional targeting	Bring your own participants	Yes (role, seniority, industry, company size)
150+ country coverage	Bring your own participants	Yes
Session recording and playback	Yes	Yes
Highlight reels and clips	Yes	Yes
Automated transcription	Yes	Yes
Participant scheduling	Limited	Yes
Multi-method support	Sessions only	Interviews, usability tests, diary studies

Session quality and moderation

Both platforms give researchers a clean environment for live moderated sessions. Lookback has a well-established video interface with in-session notes, observer mode (for stakeholders watching without disturbing the session), and an easy clip-and-share workflow. Teams using Lookback praise it for session organization and the ability to build a searchable video library over time.

CleverX supports the same live moderated format, with screen sharing, session recording, and note-taking built in. Where it adds a distinct capability is AI-moderated interviews: sessions that run autonomously, with an AI facilitator asking follow-up questions based on participant responses. This is useful for teams that need to run 20 or 50 interviews quickly without a researcher available for each session. The format sits between a traditional survey and a live interview, capturing richer qualitative data than a survey without requiring facilitator time for every session.

For teams who need pure session tooling, Lookback is a mature and reliable choice. For teams who want to scale qualitative work without scaling facilitator hours, CleverX’s AI moderation is a meaningful differentiator.

Participant recruitment

This is the most significant difference between the two platforms.

Lookback does not include a participant panel. You source participants through your own channels (customer lists, social media, external recruitment services) and then bring them into Lookback for sessions. This works well for teams with strong CRM data or an established participant pool, but it adds process complexity and cost if you need to recruit externally.

CleverX has recruitment built in. The panel covers consumer and professional audiences, with B2B targeting down to job title, seniority, industry, company size, and geography. For teams running research in specialized domains (fintech professionals, healthcare decision-makers, enterprise IT buyers), CleverX can source verified participants and have them in sessions within days rather than weeks.

If you are already using Respondent, User Interviews, or Prolific for recruitment alongside Lookback, CleverX is worth evaluating as a single-platform alternative that covers both recruitment and sessions.

B2B research support

B2B research has specific challenges: participants are harder to find, harder to schedule, and have narrow time windows. Lookback handles the session side well once you have participants, but the platform is method-agnostic and does not help with the recruiting problem.

CleverX was built with B2B research as a primary use case. Targeting options include job function, seniority level, company revenue, industry vertical, and country. Participants are pre-screened and identity-verified, which matters for B2B studies where proxy responses (someone completing a survey on behalf of a professional) are a real concern.

For teams doing continuous B2B research (quarterly product research, competitive analysis, enterprise sales enablement interviews), CleverX is a stronger fit because recruitment and sessions work together natively.

Analysis and reporting

Both platforms focus on session-level analysis rather than deep quantitative reporting.

Lookback lets you tag moments during sessions, create highlight reels, and share clips with stakeholders. The session library is searchable and organizable by project. For teams building an internal knowledge base of user research sessions, Lookback’s repository features are well-designed.

CleverX provides transcripts, tags, and session summaries. For AI-moderated interviews, it surfaces aggregated themes across many sessions simultaneously, which reduces analysis time when you have run 30 or 50 sessions on the same guide. This is a practical advantage for research at scale.

Neither platform replaces dedicated analysis tools like Dovetail or Aurelius for complex thematic analysis, but both are capable enough for most project-level synthesis work.

Pricing structure

Lookback uses subscription-based pricing with tiers based on team size and session volume. Current pricing details are available on the Lookback website.

CleverX pricing is based on recruitment credits and session volume. For teams that currently pay for both a session tool (Lookback) and a separate panel or recruitment service, consolidating into CleverX can reduce total research tooling costs.

The right comparison is not Lookback vs CleverX alone. It is Lookback plus your current recruitment source vs CleverX. If you are paying for two separate platforms, the single-platform model often comes out ahead on both cost and coordination.

When to choose Lookback

Lookback is a strong choice if:

You have an established participant pool or customer list and do not need external recruitment.
Your research is primarily consumer-facing and you already use a panel like Prolific or User Interviews.
You want a dedicated session repository with good stakeholder sharing features.
Your team runs moderated sessions with a researcher present for every interview.

When to choose CleverX

CleverX is a stronger fit if:

You need to recruit B2B professionals with specific role and industry criteria.
You want to run AI-moderated interviews at scale without facilitator time for every session.
You want to reduce tool sprawl by combining recruitment and sessions in one platform.
Your research spans multiple countries and you need verified international participants.

Frequently asked questions

What is the main difference between Lookback and CleverX? Lookback is primarily a session recording and moderated interview tool, designed for conducting and storing UX research sessions. CleverX combines participant recruitment, AI-moderated interviews, and session tools in one platform, so you can source verified participants and run sessions without switching tools.

Does Lookback have a participant panel? Lookback does not have a built-in participant panel. You need to bring your own participants or use a separate recruitment service. CleverX includes an 8M+ verified B2B and B2C panel, which means you can recruit and run sessions from a single platform.

Can I do moderated interviews in both Lookback and CleverX? Yes. Both platforms support live moderated sessions with video, screen sharing, and note-taking. CleverX also offers AI-moderated interviews that run asynchronously, which is useful when you need to run many sessions without a facilitator present for each one.

Which platform is better for B2B research? CleverX is built for B2B research. It offers role-level targeting, company size filters, and a verified professional panel that covers 150+ countries. Lookback supports B2B sessions if you recruit your own participants, but does not offer native B2B panel access.

Is Lookback suitable for unmoderated testing? Lookback supports self-guided (unmoderated) sessions where participants complete tasks on their own while being recorded. It is a capable option for unmoderated studies, though CleverX adds AI moderation that can ask follow-up questions dynamically, bridging moderated and unmoderated formats.

How do Lookback and CleverX compare on pricing? Lookback offers tiered subscription plans. CleverX pricing depends on recruitment volume and session method. For teams that need both participants and sessions, CleverX can be more cost-effective because it removes the need for a separate panel subscription alongside Lookback.