AI narrative monitoring · perception intelligence
Observe how AI answers represent your organization, sources, and competitors—pass after pass.
Built for model-generated output—not page rankings. GEO measures citation patterns, narrative share, and algorithmic gravity across controlled runs so you can see which media dominates, how competitive visibility shifts, and when the story moves as models and prompts evolve.
Illustrative output · not live data
The readout
Three linked views: citation trace, narrative share, and who sits in the gravitational center of the same measurement set.
Citation dynamics
Where each pass anchors authority and which domains rise or fall
Competitive voice
Share of the story between brands and rivals in one landscape
- Apex Dynamics34%
- Helion Grid28%
- Northwind Labs22%
- Others16%
Gravity field
Who holds the center when the model synthesizes names, facts, and responsibility
What GEO measures
Structured passes over comparable prompts produce signals you can track run to run: citations, voice, center of synthesis, and movement over time.
Citation patterns
Which outlets and domains models cite or bypass when they answer on your topics—an indicator of source dominance inside synthetic responses.
Algorithmic gravity
Which actors pull the synthesis together: who lands at the hub when the model links entities, events, and accountability.
Narrative share
How much of the told story belongs to you, named competitors, and the long tail in the same corpus of answers.
Perception drift
How citations, voice, and emphasis shift as model versions update and prompt usage spreads—your timeline for narrative change.
Who it's for
Organizations that need a stable view of how AI-shaped answers portray products, titles, and policy stakes.
Why GEO
A monitoring layer for how large language models represent markets, institutions, and competition in the answers users rely on.
Citation dynamics
Spot when new sources enter the mix, when established outlets consolidate authority, and how that mix changes between runs.
AI-generated market view
Read the implicit map of your sector as models render it: who is named, who is sidelined, and what narrative threads repeat.
Competitive visibility
Quantify how often you and named peers surface, and how that balance moves under the same measurement design.
Narrative shifts
Catch changes in framing, emphasis, and blame before they harden across millions of identical-looking answers.
Operational monitoring
Treat perception in synthetic channels with the same cadence as other intelligence: dashboards, history, and comparable passes.
Plans
From individual reconnaissance to governed, enterprise-grade deployment.
Built for communications, risk, and strategy teams that budget for narrative and perception as operational inputs.
Explorer
Controlled scope and clear readouts for teams validating GEO signals before scaling monitoring.
20 € / seat / week
AI processing usage is billed separately, depending on providers and campaign intensity.
For
Analysts, journalists, independent researchers, small teams exploring GEO signals.
- —1 workspace · 1 seat
- —Limited weekly runs and history
- —Standard providers, basic exports
Intelligence
Continuous campaigns and monitoring cadence for teams running narrative and perception as a core workflow.
Custom
Scoped to workload, seats, and data boundaries.
For
Communications teams, agencies, intelligence cells, day-to-day GEO operators.
- —Continuous campaigns · timeline monitoring
- —Share of voice · multi-user collaboration
- —Historical tracking · advanced exports
Enterprise
Sovereign-grade deployment, governance, and accountability for large or regulated organizations.
Custom
Contract, security posture, and delivery model by mandate.
For
Institutions, global enterprises, regulated sectors, sovereign or dedicated environments.
- —SLA · dedicated deployment options
- —Governance · API access · security & compliance pathways
- —Onboarding and executive-ready reporting cadence
Start
Book a walkthrough or open the dashboard if you already have a workspace.