Use Cases

Product-ready patterns for building with real-time news data. Click any card to explore technical implementation, best practices, and open-source examples.

SaaS & Startup Apps

Topic Alerting

Trigger Slack/Email alerts when new stories match customer-defined keywords and entities.

Implementation Details

Content Enrichment

Auto-attach related headlines to dashboards, CRMs, and internal knowledge tools.

Implementation Details

Personalized Feeds

Build user-level recommendation feeds by country, language, category, and recency.

Implementation Details

Finance & Trading Intelligence

Event-Driven Monitoring

Detect company/sector events quickly for analyst and operations workflows.

Implementation Details

Sentiment Inputs

Use headline and article streams as features for risk and market analysis pipelines.

Implementation Details

Portfolio Watchlists

Track watchlist entities and surface relevant headlines in one consolidated terminal.

Implementation Details

Brand & Media Monitoring

Brand Mentions

Track owned-brand and competitor mentions across countries and languages.

Implementation Details

Crisis Detection

Alert comms teams when negative topics trend around monitored entities.

Implementation Details

Coverage Dashboards

Measure media volume over time and compare reach by region and category.

Implementation Details

Reference Resources

Explore our documentation and community resources to learn more about advanced implementation patterns:

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