Help center

Focus Groups: Discussion

Guides for GEO reports, AI Focus Groups, scores, sharing, and the Partner API.

Discussion is the narrative distillation of the session: round cards summarize how personas debated your value props, and a Conflicts block flags where disagreement formed. It is higher-level than raw transcript but grounded in it.

Discussion

Round 1Opening impressions

Panel asks what “AI visibility” means vs SEO rank tracking; Maya wants metrics definition.

Round 2ConflictCompetitive framing

Jordan defaults to SignalPeak; Priya asks for mid-market proof. Split on specialist vs suite.

Round 3Trust & proof

SOC2 and case studies become the hinge; skepticism drops when named customers appear.

Conflicts & disagreements

Suite convenience vs specialist depth — unresolved after Round 2.

Example UI: Discussion timeline with round cards and Conflicts & disagreements.

What this tab measures

How personas debated your value props, which arguments stuck, and where consensus or disagreement formed across rounds.

How it is built

The engine stores a transcript (when enabled) and structured turn metadata. Discussion text is produced by summarization over those turns—grouping by theme and round. It should be read as “model-authored synthesis,” not literal quotes unless explicitly marked.

How to read it

  • Look for repeated motifs (price, trust, switching cost, category risk)—those are your messaging pillars or blockers.
  • Contrast early vs late rounds: movement shows persuasion dynamics; stasis shows entrenched objections.
  • Open Conflicts when a round is tagged—those are the debates to resolve in copy or product.

How to interpret for action

Turn each recurring debate into a test: landing page copy, sales deck slide, FAQ, or product tweak. Re-run a focus group after changes to see if the motif weakens.