Understand how AI actually perceives your company—and where you win or lose.

Our Perception Areas Report reveals how your brand is positioned across AI systems like ChatGPT, Claude, and Gemini. When users ask AI about your industry, your products, or your competitors, this report shows whether—and how—you appear in the answers.

Because in the AI era, perception is no longer controlled by your website alone. It’s shaped by how machines interpret, compare, and rank you.

We analyze your company across a range of key perception areas, benchmarking you against competitors and identifying where your positioning is strong, weak, or unclear. For each area, we break down how AI currently understands your claims—and how that impacts your visibility and credibility.

You’ll receive:

• A comparative overview of how your company ranks across key perception areas

• Clear identification of your strongest and weakest positions

• Insight into how AI interprets your claims, messaging, and expertise

• Concrete recommendations to strengthen your positioning in AI-generated answers

This report is based on systematic testing across multiple AI models, using varied prompts and controlled conditions to uncover real patterns—not one-off results .

The result is a clear picture of your AI-driven reputation—and a roadmap for improving it.

If you want to influence how your company is described, compared, and recommended in the future of search, this report shows you exactly where to act.

Your brand is not defined by your website alone—AI learns about you from the entire internet.

Our External Brand Presence Report reveals how your company is understood across the web sources that AI systems actually use. From news media and Wikipedia to forums, reviews, and industry publications, this report shows what AI sees—and what it trusts—when forming an opinion about your business.

Because when AI answers questions about your company, it often relies more on third-party sources than your own website .

We analyze your external presence across the signals that shape AI perception: source authority, narrative consistency, sentiment, competitive context, and media freshness. This gives you a clear picture of how your brand is described, compared, and evaluated outside your control.

You’ll receive:

• A breakdown of where and how your company appears across key external sources

• Insight into which sources AI actually views and references

• Analysis of how consistent your brand narrative is across the web

• Identification of sentiment, reputation signals, and potential risks

• Competitive context showing who AI compares you to—and why

• Recommendations to strengthen your external authority and visibility

This report is based on large-scale testing across multiple AI systems, using controlled queries to uncover consistent patterns in how your company is perceived—not isolated results.

The outcome is simple: you understand the external signals shaping your AI-driven reputation—and how to influence them.

If you want to control how your company is described beyond your own channels, this report shows you exactly where to act.

If AI doesn’t understand your website, it won’t recommend your company.

Our Website Content & Brand Representation Report analyzes how clearly and effectively your website communicates your company to AI systems like ChatGPT, Gemini, and Claude. Because AI doesn’t interpret branding the way humans do—it relies on clear language, structure, and consistency to understand who you are and what you offer.

And when that clarity is missing, AI fills the gaps itself—or defaults to your competitors.

This report evaluates how well your website content aligns with how AI systems process information, match user intent, and generate recommendations. We uncover where your messaging breaks down, where your positioning is unclear, and where your content fails to support AI-driven decisions.

You’ll receive:

• A full analysis of how AI interprets your brand, value proposition, and offerings

• Identification of gaps in clarity, consistency, and semantic precision

• Insight into how well your content matches real user queries and intent

• Evaluation of how effectively your website supports comparison and decision-making

• Clear recommendations to strengthen your messaging for AI-driven visibility

We break your communication down into the core components that shape AI understanding—from how you frame problems and solutions to how easily your content can be extracted, compared, and reused in AI-generated answers .

The result is simple: you gain control over how AI represents your company.

Turn your company into something AI understands, trusts, and recommends.

Our Website Technology & Crawlability Report is a tailored analysis of how visible and interpretable your company is across AI systems like ChatGPT, Google Gemini, and Claude. As more decisions, recommendations, and research are powered by AI, your digital presence needs to be structured not just for humans—but for machines.

This report shows you exactly where you stand—and what to fix.

We analyze your company across the critical factors that determine AI visibility: technical accessibility, content structure, quotability, and trust signals. From how your website is read in raw HTML to whether your content can be quoted, understood, and reused by AI, every insight is grounded in how modern AI systems actually process information.

You’ll receive a clear, structured report with:

• A full evaluation of your website’s AI readability and accessibility

• Identification of critical gaps that limit your visibility in AI-generated answers

• Practical recommendations your team can implement immediately

• Prioritized actions based on impact and importance

Whether you want to improve discoverability, control how your brand is represented, or stay ahead of competitors in AI-driven search, this report gives you the clarity and direction to act.