Product Risk Classifications in Scout
Recalled products still on sale, contamination and failing service show up in customer posts first. Scout classifies them by product.
Product Risk Scenarios Scout Classifies
Scout labels content with these product risk classifications across 40+ languages.
Recall Still Sold
A recalled product remains available for purchase
Product Contamination
A product is contaminated or alleged to be unsafe
Refund Failure
Customers cannot obtain the promised remedy
Account Recovery Failure
Legitimate customers cannot restore access
Fulfillment Failure
Orders lost, delayed or never delivered
These are a sample of the product risk classifications, part of 1,400+ classifications across 20 risk categories.
Why Teams Monitor Product Risk
A classification flags content for an analyst to review.
Product Risk events often appear online before anyone reports them internally
Repeated scenarios show where risk concentrates, by site, product or supplier
A specific classification sends the alert to the team that owns it
Product Risk: From Alert to Case
The Scout alert is the starting point. The risk category tells the investigator which people, places and things to establish first.
How the ChatGraph™ AI graph builder works- Scout alert: Recall Still Sold. Your team uses Nexus to establish which sellers list the recalled product, who supplies them, and which complaints are first hand.
- The analyst directs ChatGraph, which researches the people, places and things involved and writes them into the case with the sources it used.
- Each link is marked established, alleged, not established or denied.
- Entities the case turns up can go on a Scout monitor for the specific risk.
Teams That Watch Product Risk
These teams use product risk alerts to act before a problem reaches their people, sites or operations.
- Security, risk and intelligence teams
- Legal, compliance and operations leaders
- Analysts who monitor and investigate
How DigitalStakeout Delivers Product Risk Intelligence
Continuous collection from web, social and dark web sources and your own data, in 40+ languages
AI classification by DARIA across 1,400+ risk scenarios including recall still sold, product contamination, refund failure
Alerts by email, webhook or API, with controls that limit alert fatigue
Nexus deep dive with ChatGraph, which researches the event and builds the case graph with a source and a status on every link
Explore Other Risk Categories
DARIA classifies threats across 20 risk categories. Product Risk is one dimension of a unified risk intelligence platform.
Workforce Risk
Staffing, conduct and workplace safety
Physical Security
Threats to people, executives and facilities
Cyber Security
Breaches, attacks and exposed data
Legal Events
Lawsuits, regulatory action and compliance events
Reputation Management
Public criticism, misinformation and brand pressure
Operational Disruptions
Business interruption and supply chain disruption
Product Risk FAQ
See Product Risk Intelligence in Action
Watch how DigitalStakeout detects and classifies product risk threats across 1,400+ scenarios, in a live demo.
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