Service Perception Intelligence Dashboard

Entity segment All entities Bike brands Marketplaces

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Compare entities

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Filter list

Country focus

Filters country tables and evidence. Aggregate scores remain global unless rebuilt by segment.

Dataset scope

Total brands: -
Current entities: -
Total reviews: -
Analysis set: -
Duplicates removed: -
Near duplicates: -
Countries represented: -
Last updated: -

Confidence guide

High confidence: n >= 100
Medium confidence: 25 <= n < 100
Low confidence: n < 25

Low-n cells are desaturated and, where country-level, shrink toward entity means.

Score interpretation

Higher is better

reputation, support, trust, praise, geographic consistency, mean rating

Lower is better

journey friction, complaint index

Method notes

Scoring excludes exact duplicate reviews.

Near duplicates are retained for visibility but flagged where evidence is available.

Country-level values with n < 25 are shrunk toward the entity mean to reduce false precision.

Score profile

Markers show global and category benchmarks. Bars show normalized score magnitude.

Comparison summary

Ranked entity score table

Default sort prioritizes confidence, then service reputation.

Sentiment structure

Positive, mixed, and negative share

Dimension signals

Reputation, support, trust

Journey friction

Severity-weighted friction by stage

Darker cells indicate higher friction. Low-sample cells are desaturated.

Complaint taxonomy

Ranked complaint risk

Praise taxonomy

Ranked praise drivers

Geography consistency

Country-level perception stability

Low-n countries are shrunk toward entity means.

Representative review evidence

Evidence excerpts