System · Unblocking Squad
Customer Perception Analysis System
A structured perception system that combines satisfaction scoring with qualitative categorization to expose what metrics cannot.
The problem
- Usage metrics were stable, yet customer frustration was rising in qualitative channels.
- Operational pain points were diluted across tickets, calls and ad-hoc feedback.
- There was no shared language to talk about perception at the squad and leadership level.
System designed
- A Likert-based perception score collected across critical journeys.
- A qualitative categorization layer mapping verbatims to operational categories.
- A monthly perception readout combining quantitative score, dominant categories and prioritized backlog.
How it operates
Collect
Lightweight perception probes embedded in critical touchpoints.
Categorize
Verbatims tagged into a stable taxonomy of operational pain points.
Triangulate
Perception score cross-referenced with usage and operational data.
Prioritize
Recurring categories converted into a ranked improvement backlog.
Report
Readout shared with squad and leadership with explicit recommended actions.
Measurable outcomes
+ Hidden issues surfaced
Behavioral pain points invisible to quantitative metrics.
+ Prioritized backlog
Improvement work grounded in customer evidence.
+ Shared language
Squads and leadership aligned on a common perception vocabulary.
Operating principles
- Quantitative and qualitative signals are not alternatives — they are complementary lenses on the same reality.
- Perception is an operational metric. Treat it with the same rigor as conversion or retention.