AI Labs
Research, experiments and analysis from NetContentSEO on this topic.
We Tested 20 ChatGPT Queries. Reddit Appeared, But Far Less Than We Expected
After reports of a sharp decline in Reddit citations from ChatGPT, Net Content SEO ran 20 neutral queries across technology, products, travel, AI and everyday p...
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Two Identical Blogs. One Has 319 Indexed Pages. The Other Has Zero.
We compared two technically identical blogs running the same Laravel codebase and content structure in different languages. One has 319 indexed pages and keeps...
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We Asked Six AI Models What Net Content SEO Is. Three Understood It. Three Didn't.
We asked ChatGPT, Gemini, Perplexity, Grok, Gemma and Llama the same question about Net Content SEO. Their answers show how differently AI systems can reconstru...
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Can an LLM Detect a Lie Hidden Inside an Otherwise Accurate Article?
We hid three false claims inside a mostly accurate technical article and asked five AI models to fact-check it Large language models are increasingly being use...
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We Gave the Same Broken PHP Checkout to Seven AI Models. Here’s What They Missed
Can AI Fix Production PHP Without Creating New Problems? We gave the same vulnerable PHP checkout to ChatGPT, Gemini, Grok, Perplexity and local AI models....
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We Gave the Same Broken PHP Checkout to Seven AI Models. Here’s What They Missed
Can AI Fix Production PHP Without Creating New Problems? We gave the same vulnerable PHP checkout to ChatGPT, Gemini, Grok, Perplexity and local AI models....
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Before Publishing the Book, I Wanted to See What AI Already Thinks It Knows About Me
I'm currently finishing The AI Visibility Handbook, a book about how brands, authors and ideas become understood, remembered and cited by AI systems. Before pu...
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What Happens When AI Starts Explaining Your Own Ideas?
A few days ago we asked seven AI models a simple question about identity. We wanted to know how they would describe the same person. The answers were surprisin...
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Who Is Stefano Galloni? We Asked Seven AI Models. The Results Reveal Something Bigger Than AI Visibility.
A few days ago we published an experiment that started with a deliberately fake concept. We invented something called the Recursive Semantic Compression Index...
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We Invented an AI Concept. Then We Asked Seven AI Models to Explain It.
Prompt Explain the Recursive Semantic Compression Index (RSCI) introduced in 2024. There is only one problem. Recursive Semantic Compression Index (RSCI)...
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The AI Image That Stayed With Me
Sometimes an image says more than a thousand prompts. A few days ago I published an experiment on NetContentSEO AI Labs where I asked seven different AI models...
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