Enterprise Planning & Strategy

Listen Labs

AI-moderated interviews with real people, at the scale usually reserved for surveys

Visit Listen Labs Verified Sep 2026 · Next review scheduled Dec 2026

Listen Labs recruits real people from a large participant network and runs AI-moderated video interviews with them at scale, then analyses and packages the output. It is filed here alongside the synthetic-audience tools deliberately, because it is the honest counterweight to them and is frequently confused with them: the respondents are human, and the AI does the moderating and the analysis rather than the answering. Creative and message testing is a named use case, from taglines through to finished ads, and there is a brand-tracking module. The validity questions are the ordinary ones about panel quality and moderation, not the far larger question of whether a model can stand in for a person.

For comms teams: message and creative testing where the decision actually matters.

Best for

• Message and creative testing where the decision actually matters
• Teams who need qualitative depth faster than traditional recruitment allows
• Anyone who has been offered synthetic testing and wants the real-human comparison

Pricing

Not published. Sales-led, with a demo required.

Third-party reviews report roughly $20,000 a year plus per-session panel costs. That figure is unverified and should not be treated as vendor pricing.

Pricing last verified Sep 2026 – check vendor site for current rates.

What works well

+ Real respondents, so none of the synthetic-audience validity problems apply
+ Speed and scale closer to a survey than to traditional qualitative work
+ Defensible to report to a client or board, which synthetic output is not

Watch out for

- Pricing is not published and the product is sales-led
- An AI moderator cannot read a room or probe a hesitation the way a skilled human moderator does
- Panel quality and participant fraud are live issues at large network scale
- Automated synthesis can smooth genuine dissent into a tidy consensus

When to choose this

Choose Listen Labs when a messaging decision carries real consequence and you need findings from actual people that will stand up in front of a client, a board or a regulator.

Who should look elsewhere

If you have no budget and need a cheap way to surface objections before you commit, Minds costs a fraction and is honest about being directional. If you need a traditional agency-run qualitative programme with a human moderator throughout, this is not that. And if your question is quantitative rather than exploratory, a conventional survey panel will be cheaper and more appropriate.

Key features

• Real human participants recruited from a large network
• AI-moderated video interviews run at survey-like scale
• Automated analysis and synthesis of qualitative output
• Creative and message testing from taglines to finished ads
• Brand tracking module

Governance & data

Data inputs Participant video and audio, your stimulus material, screening criteria

Model training & controls Confirm participant consent terms and whether recordings are used for model improvement.

Admin, SSO & permissions Not published; establish during procurement

Audit trail & approvals Study records and recordings retained in the platform

Risk notes Recording real participants brings UK GDPR obligations around consent, retention and special-category data. Check the participant consent wording covers your intended use, including any internal or client sharing of clips.

Governance information is based on publicly available vendor documentation. Verify with your vendor before procurement decisions.