Dashboards
Menu

Introducing resonaite

Understand How AI Perceives Your Brand.

resonaite Brand Comparison Dashboard

Features You'll Love.

AI models influence millions of decisions daily. Know exactly how ChatGPT, Claude, and Gemini describe your brand to potential customers. Get actionable insights to improve your AI visibility.

01.

Multi-LLM Analysis

Analyze your brand across 10+ leading LLMs simultaneously including OpenAI's GPT-4, Anthropic's Claude, Google's Gemini, and regional models. Get a comprehensive view of how different AI systems perceive your brand.

02.

Competitive Benchmarking

Compare your brand against up to 20 competitors simultaneously. See exactly how each AI model positions you in the market and identify opportunities to improve your competitive standing in AI-driven recommendations.

03.

Source Attribution

Discover which web sources influence how AI models describe your brand. Understand citation patterns and identify high-impact content that shapes your AI perception. Optimize your digital presence strategically.

04.

LLM Bias Detection

Identify systematic biases across different AI models. Some LLMs may favor certain brands or industries. Our analysis reveals these patterns so you can understand and address model-specific perception gaps.

05.

Interactive Dashboards

Explore your brand perception data through beautiful, interactive visualizations. Filter by LLM, dimension, time period, and more. Export reports for stakeholders or share live dashboards with your team.

06.

Dimension Scoring

Score your brand across customizable dimensions like quality, innovation, sustainability, value, and customer service. Track how AI perception changes over time and measure the impact of your marketing efforts.

Sentiment Analysis Dashboard
Sentiment Analysis

Understand Brand Sentiment Across LLMs

Track how positively or negatively AI models perceive your brand across different dimensions. Our sentiment analysis breaks down perception by category, helping you identify strengths to leverage and areas to improve.

View Demo
Source Impact Analysis
Source Impact Analysis

Discover What Shapes Your AI Perception

See exactly which web sources influence how AI models describe your brand. Identify high-impact content, understand citation patterns, and prioritize your digital presence strategy based on what actually moves the needle.

View Demo
Brand Positioning Map
Brand Positioning

See Where You Stand in AI's Mind

Visualize your brand's position relative to competitors in a multi-dimensional perception space. Our vector-based positioning maps reveal how AI models cluster and differentiate brands, uncovering strategic opportunities.

View Demo
Source Attribution Analysis
Source Attribution

Track Every Citation That Matters

Dive deep into the web sources AI models reference when discussing your brand. See domain authority, citation frequency, and content types that drive perception. Optimize your content strategy with data-driven insights.

View Demo

10

LLMs Analyzed

50

Brands Tracked

10000

Prompts Processed

95

% Accuracy

How resonaite Works

Get from zero to actionable brand insights in four simple steps. Our automated pipeline handles the complexity so you can focus on strategy.

Step 1

📝

Define

  • Enter your brand name
  • Add competitors
  • Choose dimensions
  • Select LLM models

Step 2

🤖

Query

  • Automated prompt generation
  • Query 10+ LLMs
  • Parallel execution
  • Rate limit handling

Step 3

📈

Analyze

  • Normalize responses
  • Score dimensions
  • Extract sources
  • Detect bias patterns

Step 4

💡

Insights

  • Interactive dashboards
  • Export reports
  • Track over time
  • Actionable recommendations

Why Choose resonaite?

  • “While others offer single-model analysis, resonaite provides comprehensive multi-LLM comparison. See how your brand is perceived across ChatGPT, Claude, Gemini, and more - all in one dashboard.”

    — Multi-LLM Coverage

  • “Our automated pipelines process thousands of prompts in parallel. No manual testing required. Set up your analysis once and let resonaite handle the complexity of querying multiple AI models.”

    — Fully Automated

  • “Know exactly which web sources shape how AI describes your brand. Our source attribution analysis reveals the content that matters most for your AI visibility.”

    — Source Attribution

Not Sure If You Need This?

Here are answers to the most common questions about resonaite and AI brand perception analysis.

What LLMs does resonaite analyze?

resonaite analyzes 10+ leading LLMs including OpenAI's GPT-4, Anthropic's Claude, Google's Gemini, and regional models. We continuously add new models as they become relevant to ensure comprehensive coverage.

How accurate is the brand perception analysis?

Our analysis uses multiple prompts per dimension and aggregates results across models. Statistical confidence intervals ensure reliable insights with typically 95%+ consistency across repeated analyses.

Can I compare my brand against competitors?

Yes! resonaite excels at competitive benchmarking. Analyze up to 20 brands simultaneously and see exactly how each AI model positions you against competitors across all dimensions.

How often is the data updated?

You can run analyses on-demand or schedule regular monitoring. Most clients run weekly or monthly updates to track perception changes over time and measure the impact of their marketing efforts.

What industries does resonaite support?

resonaite works for any industry. We've analyzed brands in tech, automotive, fashion, hospitality, finance, healthcare, and more. Custom dimension configurations are available for industry-specific needs.

Is my data secure?

Absolutely. All data is encrypted at rest and in transit. We never share your analysis data with third parties. Enterprise clients can opt for dedicated infrastructure for additional security.

Ready to See Your Brand Through AI's Eyes?

Start with a free demo to see how resonaite reveals AI brand perception. No credit card required. Get insights in minutes, not weeks.

View Demo Dashboard Book a Demo Call