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    Home»SEO & Digital Marketing»Google & Bing don’t recommend separate markdown pages for LLMs
    SEO & Digital Marketing

    Google & Bing don’t recommend separate markdown pages for LLMs

    adminBy adminFebruary 7, 2026No Comments3 Mins Read
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    Google & Bing don't recommend separate markdown pages for LLMs
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    Representatives from both the Google Search and Bing Search teams are recommending against creating separate markdown (.md) pages for LLM purposes. The purpose is to serve one piece of content to the LLM and another piece of content to your users, which technically may be considered a form of cloaking and against Google’s policies.

    The question. Lily Ray asked on Bluesky:

    • “Not sure if you can answer, but starting to hear a lot about creating separate markdown / JSON pages for LLMs and serving those URLs to bots.”

    Google’s response. John Mueller from Google responded saying:

    • “I’m not aware of anything in that regard. In my POV, LLMs have trained on – read & parsed – normal web pages since the beginning, it seems a given that they have no problems dealing with HTML. Why would they want to see a page that no user sees? And, if they check for equivalence, why not use HTML?”

    Recently, John Mueller also called the idea stupid, saying:

    • “Converting pages to markdown is such a stupid idea. Did you know LLMs can read images? WHY NOT TURN YOUR WHOLE SITE INTO AN IMAGE?” That is of course, converting your whole site to an MD file, which is a bit extreme, to say the least.

    I did collect a lot of John Mueller’s comments on this topic, over here.

    Bing’s response. Fabrice Canel from Microsoft Bing responded saying:

    • “Lily: really want to double crawl load? We’ll crawl anyway to check similarity. Non-user versions (crawlable AJAX and like) are often neglected, broken. Humans eyes help fixing people and bot-viewed content. We like Schema in pages. AI makes us great at understanding web pages. Less is more in SEO !”

    Why we care. Some of us like to look for shortcuts to perform well on search engines and now the new AI search engines and LLMs. Generally, shortcuts, if they work, only work for a limited time. Plus, these shortcuts can have an unexpected negative effect.

    As Lily Ray wrote on LinkedIn:

    • “I’ve had concerns the entire time about managing duplicate content and serving different content to crawlers than to humans, which I understand might be useful for AI search but directly violates search engines’ longstanding policies about this (basically cloaking).”

    Search Engine Land is owned by Semrush. We remain committed to providing high-quality coverage of marketing topics. Unless otherwise noted, this page’s content was written by either an employee or a paid contractor of Semrush Inc.


    Barry SchwartzBarry Schwartz

    Barry Schwartz is a technologist and a Contributing Editor to Search Engine Land and a member of the programming team for SMX events. He owns RustyBrick, a NY based web consulting firm. He also runs Search Engine Roundtable, a popular search blog on very advanced SEM topics.

    In 2019, Barry was awarded the Outstanding Community Services Award from Search Engine Land, in 2018 he was awarded the US Search Awards the “US Search Personality Of The Year,” you can learn more over here and in 2023 he was listed as a top 50 most influential PPCer by Marketing O’Clock.

    Barry can be followed on X here and you can learn more about Barry Schwartz over here or on his personal site.

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