Reputation Risk Score: Early Warning for Your Brand
Reputation Risk Score turns early warning signs into a single daily readout so teams can spot emerging brand issues sooner.
Early warning, not postmortem
Most monitoring tells you what already happened. This score is built to catch the patterns that show up before a reputation issue is obvious everywhere else.
Current score
18
low risk on the latest 30-day read
Risk level
Low
plain-language reading before you inspect the table
Top signal
Neg. acceleration
the biggest contributor in the latest score
Update cadence
Nightly
fresh risk assessment each day from new forum data
Six signals behind the score
Each signal only contributes when conditions are deteriorating. That means a low score genuinely means low risk, not that positive and negative effects happened to cancel out.
25%
Negative acceleration
Detects when negative mentions are picking up speed, which is often the earliest warning sign that something is starting to spread.
15%
Negativity breadth
Separates one frustrated voice from a growing group of independent critics posting similar complaints.
20%
Forum spread
Measures whether the issue is contained to one community or appearing across multiple forums at once.
10%
Actionable post ratio
Tracks how much recent conversation includes specific complaints or support issues that the team can actually address.
15%
Volume-sentiment divergence
Flags the dangerous case where attention rises while sentiment falls, a common pattern in emerging reputation problems.
15%
Rating trajectory
Looks for deeper downward movement across periods so long-form reputation slippage does not hide behind day-to-day noise.
What the score means
The number is useful because it maps to a response level. You should know whether to keep watching, investigate, or move fast before opening the deeper tools.
0 - 30
Low risk
No meaningful deterioration pattern is forming. Monitor normally and move on.
31 - 55
Moderate risk
One or two signals need attention. Review the leading driver before it compounds.
56 - 75
Elevated risk
Multiple warning signs are active. This is the window to intervene before the issue broadens.
76 - 100
Critical risk
The score is signaling a serious reputation threat across several dimensions at once.
What appears on the dashboard
The page is meant to be read in layers: risk level first, top signal second, then the detailed breakdown if the score needs more investigation.
Risk gauge
A one-number readout from 0 to 100 that turns six deteriorating patterns into one clear early-warning score.
Top driver
The page tells you which signal is contributing the most so you know where to start before opening any secondary analysis.
Signal table
All six signals stay visible in one place, sorted by contribution, with clear states for the factors that are healthy versus concerning.
Confidence read
Confidence keeps thin-volume situations honest so a low-data score does not carry the same weight as a high-volume one.
Insight banner
When the score matters, VueLeaf surfaces a plain-language explanation instead of forcing the team to interpret the raw table alone.
How teams respond
Risk score is a prioritization layer. Its job is to tell the team whether today is a normal monitoring day or an investigation day.
When risk is low
When risk climbs
Open Dashboard Overview
Reputation Risk Score is live on Dashboard Overview. It updates nightly, and VueLeaf can alert the team when the score jumps sharply or stays elevated long enough to matter.