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?

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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80% of B2B Searches Now Include AI Answers

Here’s how to earn your place in them Key Takeaways Your next buyer isn’t on Google. They’re in ChatGPT asking, “Which enterprise analytics tools actually deliver ROI?” And right now, that buyer is getting an answer. It lists three companies. Maybe yours. Maybe not. According to Bain & Company’s December 2024 survey, about 80 % of consumers say they rely …

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