REPORT

gabs

.report

Conversation analytics, visualized.

Q4 2026 Quarterly Review
73

73% of conversations

resulted in meaningful follow-up actions this quarter.

2.4

2.4k discussions tracked

across twelve categories and forty-seven unique topics.

91

91% satisfaction rate

participants rated their experience as positive or very positive.

18

18 min avg. session length

up from 12 minutes in the previous reporting period.

+34%
engagement increase
year over year

Key Insights

01

Deeper conversations correlate with longer retention

02

Topics initiated by questions outperform statements by 3.2x

03

Evening sessions produce 40% more engagement

04

Multi-participant threads generate 2.7x the actionable outcomes

05

Structured prompts reduce resolution time by 58%

INSIGHT

Conversation quality is the single strongest predictor of participant satisfaction, outweighing both frequency and duration.

Summary

This reporting period saw sustained growth in conversation quality and participant satisfaction. The data suggests that structured discussion formats continue to outperform free-form alternatives across all measured categories.

Key drivers include improved onboarding flows, better topic categorization, and the introduction of guided conversation templates. These changes contributed to a measurable uplift in engagement duration and follow-up action rates.

4.6 avg. rating
12 categories
47 topics
Q4 period

End of report.