LAB 05 — VISUALLY EXPLORE CLUSTERED FEEDBACK

The Observatory

Every piece of customer feedback grouped into clusters and summarised, sized by volume and positioned by meaning, coloured by sentiment, theme or segment, so patterns become visible at a glance.

last 90 days
verbatims shown
01 CLUSTER EXPLORER

Where the volume, and the risk, is concentrated

Click a cluster for its full description, or a dot for that verbatim.

Box size = verbatim count, biggest first · shade = relative size · arrow compares the second half of the time window against the first.

Workflow Automation Pricing and Limits
59 verbatims · 64% negative

Custom Metrics Builder Capabilities and Limitations
57 verbatims · 32% negative

Data import and export reliability issues
55 verbatims · 53% negative

User permissions management complexity
54 verbatims · 46% negative

90-Day Revenue Forecasting Accuracy and Adoption
35 verbatims · 20% negative

Webhook reliability and delivery failures
28 verbatims · 86% negative

Webhook Delivery Reliability and Integration
28 verbatims · 14% negative

Inaccurate forecasting module trend predictions
27 verbatims · 93% negative

Dashboard and reporting tool capabilities
27 verbatims · 37% negative

Miscalibrated anomaly detection causing alert fatigue
27 verbatims · 81% negative

Proactive anomaly detection preventing customer churn
27 verbatims · 0% negative

Fast SCIM SSO provisioning wins customers
24 verbatims · 8% negative

Third-party integration connector experience
19 verbatims · 47% negative

SSO and SCIM Provisioning Setup Failures
18 verbatims · 89% negative

SSO and SCIM Provisioning Setup Difficulties
14 verbatims · 86% negative

Anomaly detection alerting capability wins and losses
8 verbatims · 38% negative

02 THE CLUSTER MAP

Which topics sit closest in meaning

Position reflects semantic similarity — clusters near each other are described in similar language. Size = verbatim count, shade = relative size. Click a cluster for its full description.