
Google Says You Don't Need llms.txt. Here's the Catch.
Google says llms.txt is unnecessary. Chrome Lighthouse audits it anyway. We fact-checked five studies on what llms.txt really does for AI visibility in 2026.
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Done-for-you GEO, AEO, and LLM optimization service. Pixelmojo audits, fixes, or rebuilds your site to get cited across ChatGPT, Claude, Perplexity, and Gemini, powered by Radar. Choose a 6-week Visibility Sprint to optimize an existing site, or a full AI-native rebuild scoped per project.
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Google says llms.txt is unnecessary. Chrome Lighthouse audits it anyway. We fact-checked five studies on what llms.txt really does for AI visibility in 2026.

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