Week 2: The Zero-to-Visible in AI Experiment
Welcome to Week 2 of the Zero-to-Visible in AI 90-Day Experiment! (And most importantly, happy holidays!) If you are new here, this is a live experiment testing what it actually takes for a new brand to show up inside AI answers (ChatGPT, Perplexity, Gemini, and more). We’re sending this newsletter a day early because no one needs emails on Christmas. …
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Prompt Engineering for AI Visibility
Our AI systems analyst spent two weeks inside the leading “AI visibility” dashboards (Peec.Ai, Scrunch, Writesonic, SEMRush, Profound and more) testing their capabilities. He expected some reporting issues. Instead, he kept tripping the same faults: One vivid moment: he added five real comparison prompts to our Writesonic instance and the AI visibility overall score fell by 7 overnight. Tiny changes and the test shifted. That score is unreliable. To optimize for AI, you need a controlled test plan before …
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Is Google Quietly Winning the AI Data War?
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nofluff
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December 24, 2025
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AI Visibility
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Key Takeaways ● Reddit’s AI visibility collapse (Oct) was the first public sign of Google tightening control over data access ● Gemini and Google Search now operate on separate data systems ● Traditional SEO metrics no longer predict AI visibility How Google’s Indexing Change Triggered Reddit’s AI Visibility Collapse The moment Reddit’s AI visibility collapsed, most people missed what was …
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