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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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Are AI SEO Tools Really Tracking Prompts or Just Keywords? 

Key takeaways  A week ago, we kicked off an experiment. We took a brand-new company with zero backlinks, zero authority (what you’d call a blank slate), and set out to see if we could become visible, cited, and trusted inside AI search engines such as ChatGPT, Gemini, and Perplexity.  Phase one was pre-content, pre-site; map buyer phrasing, audit who already shows up, and decide where …

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