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Google Discover Architecture: Clusters, Classifiers, OG Tags, NAIADES - What SDK Telemetry Reveals
Google Discover Architecture: Clusters, Classifiers, OG Tags, NAIADES - What SDK Telemetry Reveals
Featured Research
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Reverse-Engineering the OpenAI's GPT-5 Tokenizer: What 200,000 Tokens Reveal About AEO/GEO
Reverse-Engineering the OpenAI's GPT-5 Tokenizer: What 200,000 Tokens Reveal About AEO/GEO
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I Built a Tool for AI Agent Discovery in One Weekend and It's Free
I Built a Tool for AI Agent Discovery in One Weekend and It's Free
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The Hidden Authority Signal: Why Your CC Rank May Matter More for AI Visibility
The Hidden Authority Signal: Why Your CC Rank May Matter More for AI Visibility
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ChatGPT's Personal Memory Affects Everything In Responses & OpenAI is Using Google Analytics
ChatGPT's Personal Memory Affects Everything In Responses & OpenAI is Using Google Analytics
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How I Accidentally Triggered 125K Google Impressions Through LLM "AI News Today Recency" Bias
How I Accidentally Triggered 125K Google Impressions Through LLM "AI News Today Recency" Bias
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Stop Guessing Which Prompts to Track: Use Your GSC Data to Discover Where You're Already Visible in AI Search
Stop Guessing Which Prompts to Track: Use Your GSC Data to Discover Where You're Already Visible in AI Search
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Reverse-Engineering Google AI Mode: What Discovery Engine Reveals About Google's AI Search Architecture
Reverse-Engineering Google AI Mode: What Discovery Engine Reveals About Google's AI Search Architecture
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How ChatGPT Uses the Public Suffix List to Treat Domains & Subdomains Differently
How ChatGPT Uses the Public Suffix List to Treat Domains & Subdomains Differently
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100+ Questions That Show AEO/GEO Is Different Than SEO
100+ Questions That Show AEO/GEO Is Different Than SEO
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I Found It in the Code, Science Proved It in the Lab: The Recency Bias That's Reshaping AI Search
I Found It in the Code, Science Proved It in the Lab: The Recency Bias That's Reshaping AI Search
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The RRF Top-n Playbook: How to Get Cited by ChatGPT’s Web Mode (k≈60)
The RRF Top-n Playbook: How to Get Cited by ChatGPT’s Web Mode (k≈60)
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Inside ChatGPT's GPT 5 Search: What the Configuration Files Reveal About How It Ranks Your Content
Inside ChatGPT's GPT 5 Search: What the Configuration Files Reveal About How It Ranks Your Content
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I Analyzed 1827 Real User Prompts from ChatGPT - Here What I've Found: Agentic Search Will Be The New Hype
I Analyzed 1827 Real User Prompts from ChatGPT - Here What I've Found: Agentic Search Will Be The New Hype
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Breaking: Perplexity's 59 Ranking Patterns and Secret Browser Architecture Revealed (With Code)
Breaking: Perplexity's 59 Ranking Patterns and Secret Browser Architecture Revealed (With Code)
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Token Economics: Can Logprobs Help You Increase AI Search Visibility?
Token Economics: Can Logprobs Help You Increase AI Search Visibility?
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Is RRF the Secret to Dominating AI Citations? I Decoded ChatGPT's Ranking Formula
Is RRF the Secret to Dominating AI Citations? I Decoded ChatGPT's Ranking Formula
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The Temperature Zero Trick: How to Discover What LLMs Really Know About Any Company in 30 Seconds
The Temperature Zero Trick: How to Discover What LLMs Really Know About Any Company in 30 Seconds
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Why "AI Share Buttons" Might Be the Smartest Growth Hack: The CiteMET Method
Why "AI Share Buttons" Might Be the Smartest Growth Hack: The CiteMET Method
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Experiment with Google Document AI Layout Parser: Here's What I Found
Experiment with Google Document AI Layout Parser: Here's What I Found
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Yes, You Can Track AI Search Engines in Google Search Console! Here's the Workaround
Yes, You Can Track AI Search Engines in Google Search Console! Here's the Workaround
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Reddit Is Dead, Unseen by SEOs: Google Translate’s Proxy Pages Pull 606M Visits Monthly
Reddit Is Dead, Unseen by SEOs: Google Translate’s Proxy Pages Pull 606M Visits Monthly
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The Link Lazarus Method: How Dead Wikipedia Links Leveraged My Link Building (300,000$ Saved)
The Link Lazarus Method: How Dead Wikipedia Links Leveraged My Link Building (300,000$ Saved)
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Google's Secret Sauce: Embeddings - The Key to Understanding Search Intent
Google's Secret Sauce: Embeddings - The Key to Understanding Search Intent