Detect, analyze & counter disinformation on YouTube
An AI-assisted platform that monitors open channels, maps narratives and coordination patterns, and provides early-warning signals for information integrity, risk assessment, and evidence-based response
Narratives around Trump-Putin Alaska meeting
12
93
104,000
Scale and speed against coordinated disinformation
Disinformation spreads fast and globally. Platforms amplify hostile narratives within hours. Manual moderation can’t keep up—our AI detects, analyzes, and responds before falsehoods go viral.
Narratives Detection
Spot coordinated disinformation across videos and comments.
- narrative trends & spikes
- narratives origin and spread behavior
- narrative hits inside videos & comments
- coordinated activity cases
- cross-channels actors behavior
Response Strategy
Assist with building response strategy with focus on most important narratives & channels
- most propagated narratives
- most affected channels
- cross-channels commenting accounts
- narratives hits inside videos & comments
- narratives co-occurrence and bundles
Countering Activity
Keeps the media field populated with evidence-based replies in automatic or co-pilot mode
- executive summary on emerging activity
- selection of most critical places for countering
- co-pilot operator dashboard for decisions
- evidence-based content & fact checking
- human approved or automated replies
Operational insights for crisis response
That's real cases we implemented in multiple countries to help civil society organizations respond to disinformation.
See which stories are heating up and who’s pushing them, so you can act before they stick.
What is emerging
Detects abnormal activity vs baseline and provides confidence scores and rationale to support escalation decisions
Case: Georgia - 7 NGO's bank accounts freezing
NGO-related narratives spikes like 'ngo are western puppets' got 5x to 10x times growth in 2 days before the restrition itself as part of media field preparation strategy
Where it moves
Tells you which narratives are accelerating and who’s driving them. Use it to time editorials and deploy fact-checks when a curve bends upward. The “top channels” information shows where to engage creators or request corrections
Case: Moldova - a week before for Sep 2025 electoral campaign
Stable and fast growing trend for narratives about 'legitimacy of government', 'political repressions in country', etc as part of media field preparation strategy
How it behaves
Indicates behavioral patterns and insights for coordinated narratives pushing activity
Case: Ukraine - period of Trump & Putin's meeting on Alaska
Slow activity during event and delayed activity later because of weekend and late instructions on messages to propagate
Everything you need for YouTube narrative intelligence
Channels & actors monitoring
Track selected channels & actors activity related to monitored narratives matches
Key messages extraction
Summarize new videos; extract key messages and framing aligned with your topics taxonomy.
Comments analysis
Ingest, cluster, and score comments; detect coordinated drops and repeated messaging.
Clustering & patterns
Group similar narrative messages; see emerging narratives and their velocity over time.
Cross-regional narratives tracking
Trace how themes migrate across videos and channels; see where amplification starts.
Narrative propagation mapping
Visualize topic flow between channels; spot seeding and secondary boost networks.
Commenting accounts behavior
Identify high-frequency, cross-channel commenters pushing the same narratives.
Assisted response drafting
Optional assistant drafts factual replies for analyst review.
Alerts & reporting
Real-time alerts and weekly/monthly briefs; CSV/JSON exports.
Pilot results in one week!
We set up a joint pilot in 3 simple steps:
We set up introduction call to present full platform capabilities and your needs & interests
You provide us list of YouTube channels to monitor and possible topics you consider as narratives
In a week after you will get platform account with monitoring results for join discussion and thresholds calibration
Questions & answers
What platforms are supported?
YouTube is supported today (videos, captions, comments). Architecture is modular and right now we work to extend sources to Telegram and X/Twitter feeds.
How do you detect disinformation narratives?
We combine video & comments content extraction, vector search, clustering, and a configurable topic taxonomy with advanced combination of LLMs usage.
Can we run this in our cloud?
Yes. Enterprise supports private deployments and data residency. BYOK is available for LLM and infra.
Do you support data exports?
Yes. CSV/JSON exports are possible for all platform data.
What about language coverage?
Multilingual processing is supported; topics can be provided in any language, even localized per country.
See your narratives dashboard in a week
Tell us your countries, channels, and topics—and we’ll spin up a pilot.