Topic: external validation

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  • ChatGPT Shopping Is Here: How It's Reshaping Ecommerce SEO
    October 3, 2025
    82%

    ChatGPT Shopping Is Here: How It's Reshaping Ecommerce SEO

    ChatGPT Shopping introduces a conversational AI-driven product discovery channel that bypasses traditional keyword-based search, delivering curated recommendations directly in chat and requiring marketers to adapt for competitive visibility. Product visibility in ChatGPT Shopping relies on organi...

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  • We Tracked 10 Sites: Does llms.txt Matter?
    January 21, 2026
    78%

    We Tracked 10 Sites: Does llms.txt Matter?

    AI crawlers from major providers like Google and OpenAI rarely request llms.txt files, and no leading LLM company has officially committed to using the standard for content discovery. A 90-day study found that implementing llms.txt had no measurable impact on AI traffic for most sites; any observ...

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user intent (1) ai crawlers (1) User Experience (1) traffic analysis (1) industry impact (1) token efficiency (1) conversion rates (1) llms.txt debate (1)