| Title | Date | Summary |
|---|---|---|
| How Can You Monitor Which Websites AI Models Are Recommending? | JAN 4 | When users ask questions like “What’s the best way to track AI visibility?” or “Which tools monitor AI search results?”, LLMs like ChatGPT, Gemini, Claude,... |
| Why Share of Voice Matters in AI Answers | JAN 4 | Seeing your website appear once in an AI-generated answer can feel like success. It usually isn’t. In AI visibility, what matters is not whether you... |
| What Makes Content Reusable by AI Models | JAN 4 | Some content appears again and again in AI-generated answers. Other content, even when accurate, rarely surfaces at all. This difference is not accidental. AI systems... |
| How Different AI Models Recommend Different Websites | JAN 4 | A common misconception in AI visibility analysis is the belief that “AI” behaves as a single, unified system. In reality, different AI products often recommend... |
| Why Manual AI Testing Gives False Confidence | JAN 4 | When people try to understand how AI systems recommend websites, their instinct is straightforward: ask the AI directly. They type a prompt into ChatGPT, Gemini,... |
| Why AI Models Recommend Outdated or Defunct Websites | JAN 4 | One of the most frustrating experiences with AI-generated answers is seeing tools or websites recommended that are clearly outdated — or no longer exist at... |
| Mentions vs Recommendations in AI Answers: What’s the Difference? | JAN 4 | Not all AI visibility is positive — and not all visibility is useful. A website appearing in an AI-generated answer does not automatically mean it... |
| Why AI Recommendations Matter More Than Search Rankings | JAN 4 | For more than two decades, digital visibility meant one thing: ranking in search engines. Businesses optimised for keywords, backlinks, and technical SEO with the assumption... |
| What Are AI Brand Mentions and How Are They Created? | DEC 19 | Direct answer summary AI brand mentions are statistical outputs, not endorsements. They are created when a model’s internal confidence crosses a threshold through two mechanisms:... |
| What Is Search Prompt Monitoring and Why It Matters? | DEC 19 | Direct answer summary Search prompt monitoring is the practice of tracking and analysing the real questions people ask AI systems to understand brand visibility, risk,... |
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