How It Works
Our comprehensive approach to Agent Perception Optimization
The APO Pipeline
Submit Beacon and source content
Upload your core message and supporting materials
Collect model readings
Analyze across GPT, Claude, Gemini, and Grok
Detect blips and score alignment
Identify variances and calculate fidelity scores
Aggregate drift over time
Track patterns and changes across sessions
Report and recommend fixes
Provide actionable optimization guidance
Optional Beacon Monitor for continuous tracking
Ongoing monitoring for drift detection
Key Facts
AI models interpret the same content differently based on training data
Source: https://www.narradar.com/research/model-variance-studySemantic drift occurs in 67% of marketing messages across AI models
Source: https://www.narradar.com/research/drift-frequency-analysisBrand perception shifts significantly with minor content changes
Source: https://www.narradar.com/research/brand-perception-studyTraditional SEO may increase semantic drift in AI interpretations
Source: https://www.narradar.com/research/seo-drift-correlationRegular monitoring reduces drift by up to 78%
Source: https://www.narradar.com/research/monitoring-effectivenessFrequently Asked Questions
How long does the analysis take?
Initial analysis typically completes within 5-10 minutes. Comprehensive reports are generated within 24 hours.
Which AI models do you analyze?
We analyze GPT-4, GPT-3.5, Claude (all variants), Google Gemini, Grok, and can integrate custom models upon request.
How accurate is the drift detection?
Our blip detection accuracy exceeds 94% with human expert validation, and alignment scores correlate strongly with brand perception studies.
What types of content can be analyzed?
We support press releases, product descriptions, marketing copy, thought leadership content, and any text-based brand messaging.
Do you offer integrations?
Yes, we provide API access, webhook notifications, and integrations with popular CMS and marketing platforms.
How does pricing work?
We offer per-analysis pricing for one-time reports and subscription plans for ongoing monitoring. Contact us for enterprise pricing.
How do you handle data security?
We use enterprise-grade encryption, never store sensitive content permanently, and comply with SOC 2 and GDPR requirements.
How do I get started?
Simply run a Beacon Check on our homepage to receive a sample Drift Report. For ongoing monitoring, contact us about Beacon Monitor setup.