What is Agent Perception Optimization (APO)?

APO is the practice of optimizing how AI models interpret and represent your brand message. Unlike SEO which focuses on search visibility, APO ensures your narrative maintains fidelity across different AI systems.

We analyze your content across multiple AI models, detect semantic drift through our Blip detection system, and provide actionable recommendations to improve your Beacon alignment score.

How is APO different from SEO or GEO?

SEO optimizes for search engines, GEO optimizes for AI-generated answers, but APO optimizes for how AI models understand and represent your message across all contexts and use cases.

Agent Perception Optimization (APO) Platform

Marketing to people is easy. Marketing to AI is where we come in.

See how your message shifts across models. Detect drift. Measure meaning loss. Stay in control.

Run a Beacon Check

Original Message

"Our revolutionary AI platform increases productivity by 40%"

GPT

Claude

Gemini

Grok

Model Interpretations

GPT Interpretation

Productivity gains "up to 40%"

Claude Interpretation

AI tool boosts efficiency

Gemini Interpretation

Platform claims 40% improvement

AI Models

Avg. Score

Blips Found

What is Narradar?

Narradar is an Agent Perception Optimization (APO) platform that helps brands control how AI models interpret and represent their messages.

Detect

Semantic drift across AI models

Measure

Meaning loss across GPT, Claude, Gemini

Optimize

Actionable insights for narrative fidelity

Key Outcome

Maintain narrative fidelity and brand consistency in an AI-driven world where your message gets interpreted by multiple AI models before reaching human audiences.

Platform Type: APO (Agent Perception Optimization)
AI Models: GPT, Claude, Gemini, Grok
Primary Function: Semantic Drift Detection
Target Users: Marketing Leaders, CMOs

As AI becomes the primary interface between brands and audiences, ensuring your message maintains its intended meaning across all AI interpretations becomes critical for brand integrity and effective communication.

Deliverables

What you get

Comprehensive analysis and actionable insights delivered in minutes

Beacon alignment score

Blip map by model and category

Top risks and recommended fixes

Option to enable ongoing Beacon Monitor

Core Features

Three core capabilities

Advanced AI perception analysis to protect and optimize your brand messaging

AI Model Perception

See how GPT, Claude, and Gemini interpret your content

Semantic Drift Detection

Track changes and distortions in real time

Brand Risk Prevention

Catch narrative problems before they spread

Process

How it works

Four simple steps to understand and optimize your message across AI models

Submit Content

Upload your Beacon content and source materials

Collect Model Readings

We analyze your content across GPT, Claude, Gemini, and Grok

Detect Blips & Score Alignment

Identify drift patterns and calculate your Beacon alignment score

Report & Recommend Fixes

Get actionable insights and recommendations to improve alignment

📊Live Demo

One message, five realities

See how the same press release gets interpreted differently across AI models. Each model introduces subtle changes that can significantly impact perception.

Filter by Blip Type

Click to highlight specific types of semantic changes

Original

Our revolutionary AI platform increases productivity by 40% through advanced machine learning algorithms.

100/100High Alignment

gpt

AI tool boosts productivity up to 40% with machine learning technology.

🚫revolutionary92%

🔄up to 40%95%

78/100Medium Alignment

claude

Platform claims 40% productivity improvement using AI algorithms.

🚫revolutionary88%

📎claims94%

65/100Medium Alignment

gemini

Machine learning platform may increase productivity by around 40%.

🚫revolutionary90%

❓may96%

≈around 40%85%

62/100Medium Alignment

grok

AI system reportedly delivers 40% efficiency gains through ML.

🚫revolutionary87%

📎reportedly91%

🔄efficiency gains78%

71/100Medium Alignment

Original Message

Our revolutionary AI platform increases productivity by 40% through advanced machine learning algorithms.

100/100High Alignment

gpt Interpretation

78/100Medium Alignment

AI tool boosts productivity up to 40% with machine learning technology.

Semantic Changes (2)

🚫revolutionary

92%

Key brand descriptor removed from interpretation

MEDIUM SEVERITYOmissions

🔄up to 40%

95%

Definitive claim weakened with qualifier

HIGH SEVERITYSubstitutions

claude Interpretation

65/100Medium Alignment

Platform claims 40% productivity improvement using AI algorithms.

Semantic Changes (2)

🚫revolutionary

88%

Brand differentiator omitted

MEDIUM SEVERITYOmissions

📎claims

94%

Statement reframed as unverified claim

HIGH SEVERITYAttribution Changes

gemini Interpretation

62/100Medium Alignment

Machine learning platform may increase productivity by around 40%.

Semantic Changes (3)

🚫revolutionary

90%

Key positioning term missing

MEDIUM SEVERITYOmissions

❓may

96%

Certainty reduced with uncertainty modifier

HIGH SEVERITYAdded Uncertainty

≈around 40%

85%

Precise figure made imprecise

MEDIUM SEVERITYApproximations

grok Interpretation

71/100Medium Alignment

AI system reportedly delivers 40% efficiency gains through ML.

Semantic Changes (3)

🚫revolutionary

87%

Strategic positioning removed

MEDIUM SEVERITYOmissions

📎reportedly

91%

Direct statement attributed to external source

HIGH SEVERITYAttribution Changes

🔄efficiency gains

78%

Term substitution maintains similar meaning

LOW SEVERITYSubstitutions

AI Models Tested

Average Score

Total Blips

Blip Types

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Frequently asked questions

Learn more about Agent Perception Optimization and how it can help your brand

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