SEO Tricks That Will Die — and What Replaces Them

The age of ranking is over. Visibility now depends on how well AI and humans understand your meaning.

Google’s John Mueller: llms.txt Not Used By Mainstream Search Engines Or AI Systems

Google’s John Mueller said that llms.txt files currently appear to function only as a random text file and are not used by mainstream search engines or AI...

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LMBDA Research · AI Search Radar

Notes on volatility, discovery systems, and how different site models react to algorithm updates across the AI search ecosystem.

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Google’s John Mueller: llms.txt Not Used By Mainstream Search Engines Or AI Systems

Google’s John Mueller said that llms.txt files currently appear to function only as a random text file and are not used by m...

Google Adds Bulk Assignment Of Calendars To Meet Hardware

Google has introduced a new option allowing administrators to assign or unassign Google Calendars to Meet hardware devices in bulk...

OpenAI Acquires Promptfoo: Early Signals For AI Safety And Search

OpenAI has reportedly acquired Promptfoo, a tool used to test AI prompts and agents. Early signals suggest safety testing may beco...

Are AI Overviews Reducing Organic Clicks?

Some early reports suggest that when AI Overviews appear in Google search results, users may interact differently with the organic...

The Debate Around AI Consciousness Is Growing

Recent comments from Anthropic leadership about AI consciousness have sparked discussion about ethics and how AI systems might han...

Could AI Citations Become The New Backlinks?

Some websites appear repeatedly in AI-generated answers, leading some SEOs to compare these citations with the role backlinks play...

Are AI Overviews Changing How Users Click Search Results?

AI Overviews are appearing more often in Google results, and some SEOs are starting to observe changes in how users interact with...

Doorway Pages: What They Are, Why Google Punishes Them, and How to Avoid Creating Them in 2025

Doorway pages are still one of the most misunderstood SEO violations. Here’s what they are, how Google detects them, and how...

AI Overviews Are Changing How People Click Search Results

As AI Overviews appear more frequently in Google search results, some SEOs are starting to question how this might affect organic...

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