INSIGHTS

Ideas that shape Al perception.

Insights for leaders navigating a world where AI increasingly shapes reputation, trust, and organizational visibility.

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Authority & Trust
July 10, 2026

The Business Decisions Your Organization Is Not Managing

Stakeholders increasingly use AI to research and evaluate organizations before making decisions. But what happens when the representation influencing those decisions is neither understood nor strategically managed?

5
min read
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Narrative Strategy
July 7, 2026

AI Is Becoming the Super-Multiplier of Organizational Reputation

What happens when one new class of information intermediaries increasingly influences how customers, journalists, investors, employees, policymakers and business partners understand your organization?

4
min read
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Al Perception
July 6, 2026

How AI Perception Layering Works

Understanding how your organization is perceived by AI.

6
min read
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Al Perception
July 1, 2026

Why AI Systems Can Be Influenced — And Why That Matters

Organizations must understand how machine systems represent them.

6
min read
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Authority & Trust
June 22, 2026

What Does AI Think Our Organization Is?

As artificial intelligence increasingly influences how organizations are discovered, understood and evaluated, this question is becoming strategically relevant.

4
min read
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Measurement
June 18, 2026

How Do AI Systems Form an Understanding of Organizations?

Organisationen stehen heute vor einer neuen Herausforderung: Zu verstehen, wie Maschinen sie verstehen.

5
min read
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Authority & Trust
June 15, 2026

Why Does AI Describe Our Company Incorrectly?

One of the biggest misconceptions about AI is the idea that it stores a single description of every organization.

6
min read
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June 1, 2026

How Can I Influence What AI Says About My Company?

For decades, organizations have managed how they are perceived.

For decades, organizations have managed how they are perceived. They invested in branding, communications, public relations, investor relations, search visibility and reputation management. The assumption was simple: if stakeholders wanted to understand a company, they would read its website, news coverage, analyst reports or social media presence.

4
min read
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Narrative Strategy
May 14, 2026

How AI collapsed PR, SEO, communications and structured data into one interpretive layer.

AI Systems Do Not Think In Channels. Every few years, the communications industry declares something dead.

Authority & Trust
May 12, 2026

The First Hour: Managing a Crisis Before AI Sets the Frame

AI will write a version of your story in minutes. Make sure it’s yours.

4
min read
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Al Perception
April 7, 2026

What AI Will Say About You in 2026 — And How to Shape It Today

AI will summarize your life, whether you like it or not. The question is: will it get it right?

Al systems don't discover the truth. They construct it from the signals they can access.

5
min read
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Al Perception
February 3, 2026

How to Rewrite What AI Says About You (Without Touching the Code)

AI summarizes your identity using what it finds online. You can’t reprogram it — but you can reshape its inputs.

6
min read
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Make Your Site Machine-Literate: The LLM-Ready Homepage Checklist

In an era where search engines and AI assistants answer questions directly, your website isn’t just a brochure. It’s the canonical place machines look to anchor your facts. If you structure it correctly, you reduce errors, disambiguate your brand and executives, and give models a stable source to summarize.

What AI Forgot: The Silent Power of Wikipedia

Inside the crowdsourced mind that still teaches the machines — how our last human knowledge source became the backbone of artificial intelligence and why we can’t afford to lose it in an AI-driven world.

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