Platform

Brand Perception

See how top LLMs describe your brand, products, and competitors. Measure sentiment, attributes, and associations to refine your positioning and win in an AI-first world.

Platform

Brand Perception

See how top LLMs describe your brand, products, and competitors. Measure sentiment, attributes, and associations to refine your positioning and win in an AI-first world.

Platform

Brand Perception

See how top LLMs describe your brand, products, and competitors. Measure sentiment, attributes, and associations to refine your positioning and win in an AI-first world.

How It Works

How Brand Perception Works

Brand Perception reveals what powerful LLMs like ChatGPT, Gemini, and Claude are actually saying about your brand - so you can close the gap between perception and strategy.

How It Works

How Brand Perception Works

Brand Perception reveals what powerful LLMs like ChatGPT, Gemini, and Claude are actually saying about your brand - so you can close the gap between perception and strategy.

STEP 1

STEP 2

STEP 3

01. Capture

Capture How AI Talks About You

We collect and analyze real responses from top LLMs like ChatGPT, Gemini, Claude, and more. Understand exactly what these models say when users ask about your brand, products, or competitors — with visibility across multiple markets and languages.

STEP 1

STEP 2

STEP 3

01. Capture

Capture How AI Talks About You

We collect and analyze real responses from top LLMs like ChatGPT, Gemini, Claude, and more. Understand exactly what these models say when users ask about your brand, products, or competitors — with visibility across multiple markets and languages.

Top Features

Features to Master AI Perception

Everything you need to analyze, benchmark, and improve how AI models describe your brand.

Top Features

Features to Master AI Perception

Everything you need to analyze, benchmark, and improve how AI models describe your brand.

Cross-LLM Sentiment Analysis

See exactly how top AI models describe your brand across markets and languages.

Cross-LLM Sentiment Analysis

See exactly how top AI models describe your brand across markets and languages.

Cross-LLM Sentiment Analysis

See exactly how top AI models describe your brand across markets and languages.

Competitor Benchmarking

Compare perception, attributes, and positioning against direct and aspirational rivals.

Competitor Benchmarking

Compare perception, attributes, and positioning against direct and aspirational rivals.

Competitor Benchmarking

Compare perception, attributes, and positioning against direct and aspirational rivals.

Attribute & Association Mapping

Understand key themes and values linked to your brand in generative AI responses.

Attribute & Association Mapping

Understand key themes and values linked to your brand in generative AI responses.

Attribute & Association Mapping

Understand key themes and values linked to your brand in generative AI responses.

Persona-Based Clustering

Reveal how consumers, professionals, and media see your brand in AI contexts.

Persona-Based Clustering

Reveal how consumers, professionals, and media see your brand in AI contexts.

Persona-Based Clustering

Reveal how consumers, professionals, and media see your brand in AI contexts.

Trend Tracking Over Time

Monitor perception shifts and brand health evolution across all tracked models.

Trend Tracking Over Time

Monitor perception shifts and brand health evolution across all tracked models.

Trend Tracking Over Time

Monitor perception shifts and brand health evolution across all tracked models.

Frequently Asked Questions

Need a Bit More Info?

We’ve got friendly, straightforward answers to help you get the most out of Brand Perception.

Frequently Asked Questions

Need a Bit More Info?

We’ve got friendly, straightforward answers to help you get the most out of Brand Perception.

Frequently Asked Questions

Need a Bit More Info?

We’ve got friendly, straightforward answers to help you get the most out of Brand Perception.

How accurate is the AI perception analysis?

We source and analyze real outputs from leading LLMs to ensure insights reflect real-world responses. It’s the closest view to what consumers see when they ask AI about you.

Which AI models do you cover?

We track major LLMs, including ChatGPT, Gemini, Claude, Perplexity, LLaMA, DeepSeek, and more — always updated with the latest versions.

How often is data refreshed?

Brand Perception runs on a regular cadence with daily and weekly updates available, so you can monitor perception shifts in real time.

Can I compare multiple brands?

Yes. Competitor benchmarking is built-in, so you can see how you stack up against industry rivals.

How can I use these insights?

Align PR messaging, refine marketing campaigns, improve brand positioning, and de-risk reputation management.

How accurate is the AI perception analysis?

We source and analyze real outputs from leading LLMs to ensure insights reflect real-world responses. It’s the closest view to what consumers see when they ask AI about you.

Which AI models do you cover?

We track major LLMs, including ChatGPT, Gemini, Claude, Perplexity, LLaMA, DeepSeek, and more — always updated with the latest versions.

How often is data refreshed?

Brand Perception runs on a regular cadence with daily and weekly updates available, so you can monitor perception shifts in real time.

Can I compare multiple brands?

Yes. Competitor benchmarking is built-in, so you can see how you stack up against industry rivals.

How can I use these insights?

Align PR messaging, refine marketing campaigns, improve brand positioning, and de-risk reputation management.

How accurate is the AI perception analysis?

We source and analyze real outputs from leading LLMs to ensure insights reflect real-world responses. It’s the closest view to what consumers see when they ask AI about you.

Which AI models do you cover?

We track major LLMs, including ChatGPT, Gemini, Claude, Perplexity, LLaMA, DeepSeek, and more — always updated with the latest versions.

How often is data refreshed?

Brand Perception runs on a regular cadence with daily and weekly updates available, so you can monitor perception shifts in real time.

Can I compare multiple brands?

Yes. Competitor benchmarking is built-in, so you can see how you stack up against industry rivals.

How can I use these insights?

Align PR messaging, refine marketing campaigns, improve brand positioning, and de-risk reputation management.