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Sentinel monitors news, social, search, and AI in Arabic, English, and French - reads the story forming around you, and hands you a recommended action, in real time.
Capabilities
From real-time monitoring to a recommended response, Sentinel covers the full narrative lifecycle.
Understand the story forming around you and whether it's growing or fading - not just a count of mentions.
See whether a story is gaining or losing momentum in real time - velocity and acceleration, not a spread forecast.
Monitor how AI answer engines, search results, and your canonical profile describe you - search presence (SEO/ORM) and AI-answer visibility (GEO), with a fix for each finding.
When coverage surges, Sentinel identifies the trigger event, origin article, and related entities automatically.
Same story, three languages. Multilingual embeddings link Arabic, English, and French coverage automatically.
A directional reputation read - improving, stable, or declining - with the trend over time and the drivers behind it.
How It Works
We monitor 1,000+ MENA outlets across 27 countries, public Telegram channels, X / Twitter, and search-demand signals - refreshed every 15 minutes in Arabic, English, and French.
LLM-native pipeline extracts sentiment, narratives, prominence, and cross-language links in real time.
Intelligence surfaces in dashboards, briefings, reports, and alerts - ready for decisions, not more data.
Narrative Intelligence
Sentinel's LLM-native engine doesn't just count mentions - it understands how stories evolve. Track whether a story is growing or fading, who started it, and where it's spreading.
Visibility (Search & AI)
When someone checks you out, they ask Google, Bing, and increasingly ChatGPT, Claude, and Gemini. Sentinel watches all three and tells you what to fix.
An always-on profile of each entity - names, titles, affiliations, official URLs, key facts - assembled from Wikipedia, Wikidata, Google Knowledge Graph, and verified sources. It sharpens analysis and anchors the accuracy checks on AI answers.
A weekly capture of page 1 of Google and Bing for every entity in English, Arabic, and French - the exact ranks, titles, and snippets decision-makers read first, plus a gap analysis (missing official site, hostile results, broken links). Built for SEO and ORM work.
A weekly read of what the major AI engines say about each entity, with stale facts and invented claims flagged against the canonical profile - and a drafted fix for each gap (authoritative bio, structured data, a correction). This is GEO.
Pre-LLM Tools
Sentence-level keyword matching misses context and sarcasm
Sentinel LLM-Native
Full-article analysis detects sarcasm, context, and true sentiment
Arabic NLP
Built from the ground up for Arabic media - not adapted from English. Sentinel handles MSA, Egyptian, Gulf, and Levantine dialects with full morphological understanding.
Crisis Management
Detect crises as they emerge, not after they've spread. The War Room provides a dedicated real-time monitoring environment with a 2-minute processing cycle - and the action layer drafts your response, ready for approval.
2-minute processing cycle during active crises
Email, SMS, Slack, and webhook notifications
Live article feed with sentiment tracking
Press statement, talking points, and Q&A drafted for your approval
Intelligence Output
Transform raw coverage data into actionable intelligence with AI-generated briefings, white-label reports, and scheduled deliveries.
RAG-powered executive intelligence summaries delivered daily or weekly with source citations.
Branded PDF reports with your logo and colors. Ready to forward to clients or stakeholders.
Automatic report generation on your schedule - weekly, monthly, or triggered by events.
Security & Compliance
All sensitive data encrypted at rest and in transit
Granular permissions: admin, analyst, viewer roles
Every action logged with actor, timestamp, and IP
Data protection standards covering all MENA regulations
Book a personalized demo and see how Sentinel turns MENA media into intelligence your team can act on.
