Walkthrough.
Compose, explore, probe, synthesize — four conceptual screens for a future organization-scoped Marketing specialty. Here's the path from a blank panel to a research report an organization could paste into a brief.
Klingbar focus groups is planned as one Klingbar role at work — a focus-group facilitator doing its job on the platform, not a runnable browser product today.
Build the panel like an audience
A future facilitator could start at the persona library. It could filter by tier, generation, geography, channel propensity, lifecycle stage — the same controls your media team uses to build a Meta or LinkedIn audience. Layer one to three overlays to make the group category-aware without overwriting the base persona's voice.
An organization could preview the panel before committing. Each persona would show its quick-read attribution; the team could tune the room until it reflects the audience it needs to understand.
Open with a stimulus, watch the room react
An organization-scoped Marketing specialty could accept a tagline, a paragraph of body copy, a screenshot description, or a pricing-page brief — anything you'd put in front of a real recruit. Each persona would answer in its own voice. Responses could stream threaded by persona, with the resonance verdict attached as it lands.
The facilitator bot could probe disagreement. Personas would be instructed to push back, get bored, or refuse — that's where the signal would live. The organization could request another turn to dig deeper into one objection.
Follow up with one persona, build a clip board
When a response is doing real work, an organization could pin the quote. Pinned quotes would form the spine of a synthesis report — and the language patterns the room used would surface as chips a team could drop straight into a brief.
The facilitator bot could keep digging on the persona who pushed back hardest. One-on-one probes would use the same persona file while ignoring the panel, going deep without the rest of the room cross-talking. The saved context would remain tied to the organization-scoped run.
Probing · Maya, 32
Read resonance, dissent, language — export the report
The future Marketing specialty could surface a resonance score, what landed, the objections that came up, and the language patterns the room used. Each section would link back to the responses that produced it, so a teammate could audit the synthesis.
An organization could export the research report to markdown and drop it in a brief. Organization-scoped runs would be saved with the exact persona bytes that produced them.