EudTechCyabraNARRATIVE INTELLIGENCE

Cyabra narrative intelligence:
profiles, coordination, alerts.

Connect actors, content, and behavior—from fake profiles and coordinated activity to deepfakes—and turn online conversation into evidence-based intelligence.

Content reviewed: 2026-10-04

Request a Cyabra demoExplore what’s new
BRANDS & COMMS / THREAT INTELLIGENCE / PUBLIC SECTOR
COORDINATION ANALYSISCyabra
Cyabra official profile network and cluster analysis illustration
Connect profiles. Reveal the influence network.Official capability illustration
ASSESS AUTHENTICITYTRACE COORDINATIONACT WITH EVIDENCE

WHAT’S NEW · 2026

Three new ways to get clarity.

Automated investigations, news verification, and early warning—new capabilities within the Cyabra platform.

01 / 2026.07.28

An AI investigator

Detect coordination and produce an evidence report.

02 / 2026.04.22

News claims analysis

Extract news claims and check their supporting sources.

03 / 2026.02.05

Narrative early warning

Track harmful narratives and emerging risk signals.

01 / COORDINATED ACTIVITY DETECTION

Coordinated activity? Let AI connect the evidence.

Each scan compares profiles, timing, content, and amplification to assess whether activity is coordinated and explain the evidence.

  • Evaluate eight signals: profile concentration, posting synchronization, shared content, aligned narratives, hashtags, amplification, geographic clustering, and cross-platform coordination.
  • Get an automatic assessment with supporting evidence for analyst review.
  • Download a report for investigations, briefings, and response planning.
INPUT
A Cyabra scan
OUTPUT
Assessment + evidence + downloadable report
Read the official announcement
Sample coordinated activity reportEnlarge
Sample coordinated activity reportVendor sample; illustrative figuresSource

02 / NEWS CLAIMS ANALYSIS

Trace each news claim back to its evidence.

Submit a news URL or upload a CSV. AI extracts factual claims, cross-checks external sources, and returns an assessment with references.

VerifiedFalseUnverified
  • Three results: Verified, False, or Unverified.
  • Review source links and relevant excerpts behind each assessment.
  • Use single URLs, bulk CSV input, CSV export, and political-bias detection for source websites.
INPUT
News URL / CSV list
OUTPUT
Claims + three result types + references
Read the official announcement

Assessments depend on the external evidence found. Teams can review the original sources. Images are vendor examples.

News claim with contradicting evidenceEnlarge
News claim with contradicting evidenceScreenshot published by CyabraSource
News claim with supporting evidenceEnlarge
News claim with supporting evidenceScreenshot published by CyabraSource
News claim with multiple referencesEnlarge
News claim with multiple referencesScreenshot published by CyabraSource

03 / NARRATIVE ALERTS

See who is driving a narrative before it escalates.

Monitor changes across social and news discussions, identify suspicious participation and amplification, and surface origins, key actors, spread, and potential impact.

  • Track misinformation, scams, impersonation, hate, and other harmful narratives.
  • Compare authentic and inauthentic engagement and identify influential posts.
  • Set a reporting cadence and help communications, security, and intelligence teams prioritize review.
INPUT
A monitored brand / person / topic
OUTPUT
Risk narratives + participants + key posts
Read the official announcement
Alert content and engagement analysisEnlarge
Alert content and engagement analysisScreenshot published by CyabraSource
Concerning narrative summaryEnlarge
Concerning narrative summaryScreenshot published by CyabraSource
Top posts shaping the narrativeEnlarge
Top posts shaping the narrativeScreenshot published by CyabraSource

THE PLATFORM

One message. The bigger picture.

Eight connected capabilities take you from who is speaking to how a narrative spreads—and what to do next.

01/ 08

COORDINATION

Who is moving the conversation together?

Connect synchronized posts, shared narratives, and account relationships. The AI agent evaluates eight signal categories and produces a downloadable evidence report.

  • Map clusters and influential profiles
  • Compare content and timing across platforms
  • Review the evidence behind each finding
YOUR OUTPUT

Coordination assessment, network map, evidence report

Read the vendor overview
Official Cyabra Coordinated activity illustration
Official Cyabra illustration. Interface and availability depend on the contracted version and scope.

Coordinated activity

COORDINATION

Who is moving the conversation together?

Connect synchronized posts, shared narratives, and account relationships. The AI agent evaluates eight signal categories and produces a downloadable evidence report.

  • Map clusters and influential profiles
  • Compare content and timing across platforms
  • Review the evidence behind each finding

Output: Coordination assessment, network map, evidence report

Read the vendor overview

Profile authenticity

AUTHENTICITY

Are real people driving the discussion?

Assess profile behavior and attributes, then review authenticity, content volume, and the reasons behind each classification.

  • Identify bots and inauthentic profiles
  • Compare content volume by authenticity
  • Find topics targeted by artificial amplification

Output: Profile classifications, reasons, content distribution

Read the vendor overview

Narratives & sentiment

NARRATIVE INTELLIGENCE

What is the story, and why is sentiment changing?

Identify leading narratives and compare how sentiment evolves across time, platforms, and authentic versus inauthentic profiles.

  • Identify key claims and emerging narratives
  • Compare sentiment by profile authenticity
  • Track engagement, volume, and proliferation

Output: Narrative summaries, sentiment, trends

Read the vendor overview

Narrative alerts

EARLY WARNING

Can you see a crisis before it spreads?

Surface harmful or manipulated narratives with context about their origin, spread, and potential impact so teams can prioritize a response.

  • Detect emerging narratives and amplification
  • Understand origins and propagation
  • Set the cadence of intelligence emails

Output: Alerts, risk context, source links

Read the vendor overview

Image & media analysis

VISUAL INTELLIGENCE

Which visuals are shaping the narrative?

Explore frequently shared images and videos, recognize faces, objects, and logos, and investigate how visual material spreads.

  • Find recurring visual material
  • Review faces, objects, and logos
  • Investigate origins with reverse image search

Output: Media inventory, visual themes, source leads

Read the vendor overview

Deepfake detection

SYNTHETIC MEDIA

Does this media show signs of manipulation?

Inspect image detail and temporal patterns in video. Heatmaps highlight suspicious regions, while profile and narrative analysis provides context.

  • Examine suspicious image and video features
  • Support analyst review with heatmaps
  • Connect media with amplifying account networks

Output: Media findings, heatmaps, propagation context

Read the vendor overview

Impersonation detection

IDENTITY PROTECTION

Who is impersonating your brand or leadership?

Compare names, handles, bios, and profile images to flag potential brand or executive impersonation and prioritize review.

  • Detect fake brand pages and executive profiles
  • Investigate similar accounts across platforms
  • Prioritize by similarity and risk

Output: Potential impersonators, similarity, review leads

Read the vendor overview

Evidence & mitigation

FROM INSIGHT TO ACTION

What can your team do with the evidence?

Organize profiles and content into a case, map relevant platform policies, and prepare prioritized evidence for decision-makers and enforcement requests.

  • Connect profiles, content, and campaign activity
  • Map evidence to platform policies
  • Produce reports and CSV datasets

Output: Mitigation report, policy mapping, executive brief

Read the vendor overview

CONNECTED INTELLIGENCE

Across platforms. Into your workflow.

2026 platform update

Import social listening data

Meltwater / Talkwalker

Bring existing listening data into authenticity and narrative analysis.

Extend Chinese-platform coverage

Douyin / WeChat

Expand Chinese-language sources; confirm the available data for your project.

Put anomalies in context

Authenticity Benchmark

Compare inauthentic activity with similar environments.

Verify individual news claims

News Claims Analysis

Cross-check external sources and return three assessment types with references.

BUILT FOR YOUR MISSION

Different teams. Critical questions.

Understand the information environment. Respond with evidence.

Track narratives around policy, elections, and public events; investigate foreign-influence indicators, fake profiles, and coordinated amplification.

POTENTIAL DELIVERABLES

Issue and event timeline

Coordination and key-profile analysis

Decision brief with traceable sources

Discuss your use case

Government & public safety

Understand the information environment. Respond with evidence.

Track narratives around policy, elections, and public events; investigate foreign-influence indicators, fake profiles, and coordinated amplification.

  • Issue and event timeline
  • Coordination and key-profile analysis
  • Decision brief with traceable sources
Vendor solution source

Brands & communications

Separate customer concerns from artificial amplification.

Monitor launches, boycotts, and controversies. Understand origins, audience sentiment, and propagation to inform communications.

  • Brand narratives and sentiment trends
  • Authentic vs. inauthentic participation
  • Crisis alerts and executive summaries
Vendor solution source

Finance & corporate risk

See the source before rumors become operational risk.

Investigate market rumors, potential stock manipulation, fraudulent brand pages, and executive impersonation.

  • Market narratives and amplification signals
  • Impersonation and brand-risk inventory
  • Prioritized risks and evidence
Vendor solution source

Security & threat intelligence

Bring social signals into your investigations.

Enrich existing intelligence with profile authenticity, clusters, impersonation, and deepfake analysis.

  • Suspicious networks and behavioral evidence
  • Person, brand, and media indicators
  • Reports, exports, and integration planning
Vendor solution source

Media & entertainment

Understand the audience behind the buzz.

Analyze audience discussions around films, shows, games, and personalities, and identify artificial activity that may distort perception.

  • Content narratives and audience sentiment
  • Bot networks and propagation
  • Trends before and after a release
Vendor solution source

Healthcare & consumer brands

Identify misinformation that affects customer trust.

Track safety narratives, product claims, and consumer controversies to identify high-impact content and prioritize communications.

  • Product narratives and sentiment
  • Recurring media and amplifying profiles
  • Event brief and monitoring scope
Vendor solution source

FROM SIGNAL TO DECISION

A repeatable path from signal to decision.

Grounded in Cyabra methodology and training: define the question and deliver traceable intelligence.

01

Define

Brand, person, event

Set keywords, platforms, languages, and time range.

02

Collect

Public content & sources

Collect, sample, and organize the scoped data.

03

Analyze

Authenticity, narratives, sentiment

Compare profiles, content, and changing patterns.

04

Investigate

Clusters & propagation

Identify key profiles and review source evidence.

05

Act

Alerts, reports, executive briefs

Prioritize risks and decide next actions.

Analysis uses public data and the configured sampling scope. People review the findings and make the organization’s decisions.

INTELLIGENCE IN PRACTICE

See the role of intelligence in practice.

Vendor case studies
U.S. State Department
PUBLIC SECTOR / FOREIGN INFLUENCE

Identify fake discourse and foreign influence

A Cyabra-published case on using profile and narrative analysis to understand the information environment.

U.S. State Department
WarnerMedia
MEDIA / AUDIENCE AUTHENTICITY

Uncover bot networks behind movie discussions

The vendor case investigates bot networks targeting upcoming releases and manipulating box-office predictions.

WarnerMedia

These are Cyabra vendor case studies, provided as solution references.

LEARN TO INVESTIGATE

From understanding intelligence to producing it.

Four learning stages organized around vendor videos, guides, and training worksheets.

01

Start your first scan

9 learning resources

Learn the interface, define a topic, and configure the scope and scan method.

02

Investigate activity & profiles

10 learning resources

Follow timing, propagation, and profile evidence to find useful investigative leads.

03

Understand content & clusters

7 learning resources

Connect text, media, and communities to understand the narrative in context.

04

Turn findings into intelligence

8 learning resources

Understand the methodology and structure findings with training worksheets and report templates.

Access requires an eligible Cyabra partner or training account.Open the partner learning portal

OFFICIAL PLAYBOOKS

Start with a practical guide.

Explore Cyabra’s public guides on comment sections, disinformation, deepfakes, crises, and harmful profiles.

Culture vs. Counterfeit: the comment sectionEnlarge
Culture vs. Counterfeit: the comment sectionOfficial playbook coverRead guide
PR playbook: Facebook disinformation campaignsEnlarge
PR playbook: Facebook disinformation campaignsOfficial playbook coverRead guide
Deepfakes: a five-step response planEnlarge
Deepfakes: a five-step response planOfficial playbook coverRead guide
Five ways to spot a viral crisisEnlarge
Five ways to spot a viral crisisOfficial playbook coverRead guide
Harmful profiles: a removal request guideEnlarge
Harmful profiles: a removal request guideOfficial playbook coverRead guide

Start with public resources

Product overviewPractical playbooksCases & testimonialsData governance, terms, and policies

A FIT FOR YOUR TEAM

Choose how your team works.

EudTech helps define requirements, vendor licensing, and delivery scope.

01

Self-service

SaaS Platform

Your team runs scans, reviews evidence, and produces analysis.

02

Analyst support

Managed Services

Vendor analysts support investigations and report preparation.

03

Stay informed

Narrative Alerts

Receive alerts and briefs around relevant narratives and risks.

04

Integrate

API / On-Prem

Assess integration or on-premises needs and confirm availability.

A FEW THINGS TO KNOW

Clarity before you begin.

Align on data, capabilities, and deliverables.

How does Cyabra complement social listening?

Social listening measures mentions and sentiment. Cyabra adds profile authenticity, behavior, and coordination analysis to explain who is driving that activity.

What data does it analyze?

The vendor methodology describes collection and sampling of publicly available social and news data according to the source, topic, and scan settings. It does not imply access to private messages or exhaustive coverage.

Can it investigate multilingual topics?

Cyabra provides multilingual narrative and sentiment analysis, and its technical materials include Chinese. Platform, language, history, and volume requirements are confirmed for each scope and license.

Should an AI finding be treated as a confirmed fact?

Review findings alongside their reasons, sources, and context. Profile classifications, location indicators, and media assessments support investigation and require human review.

Does detection automatically remove content?

Cyabra supports evidence preparation, policy mapping, and mitigation workflows. Removal decisions remain with each social platform.

How does EudTech help a team get started?

Start with a brand, person, or public issue. Define the question, sources, languages, time range, deliverables, and decision owner, then plan a demo, licensing assessment, and training.

LET’S MAKE SENSE OF IT

Start with the issue that matters to you.

Tell us about the brand, person, or public issue you care about. Together, we’ll define the intelligence your team can act on.

Talk to EudTech