The Algorithm Hates Books

a book burning in library

How the rage machine swallows nuance and quietly punishes readers, writers, and sellers

Once upon a timeline, books were the centre of cultural discussion. Now? Scroll too fast and the algorithm might spit you out before you can finish the title. If you’re an author, bookseller, or reader trying to exist online (especially on platforms like X) you’ve probably felt it: the sense that long form thought is being quietly smothered.
And you’re not wrong.

The Invisible Algorithm

The X algorithm is designed not for depth but for “engagement.” But engagement doesn’t mean curiosity or thought… it means reaction. Rage. Conflict. Polarisation. It rewards the loudest, not the smartest.

Books don’t fit neatly into that system. They require time, attention, nuance. All things that slow a scroll. And so, they’re pushed aside by the system itself – maybe not out of malice, but out of misalignment.
But what happens when algorithms actively punish book content?

Shadowbanned by the Scroll Gods

Shadowbanning (or “limited visibility”) is real. Sellers and writers have reported posts vanishing from feeds, or being throttled without explanation. Even when people want to engage, they often don’t see the post.

If a book post doesn’t spark a hot take or a pile-on, it can be buried… no matter how good or relevant it is. A viral moment isn’t enough. You need sustained chatter, over time, across accounts. And that’s hard to fake or force – especially with niche or thoughtful material.

One Viral Post ≠ Sales

Even when a book does get discussed, it doesn’t always translate into sales. The algorithm might surface a controversial opinion about a book, not the book itself. The conversation spirals, the post trends… and nobody clicks the link.

This is where authors and sellers feel stuck. How do you sell a book when the system wants memes and meltdowns, not context or care?

The Machine Prefers Mayhem


Social platforms want you to stay on the platform. Clicking away to read a blog post? Buy a book? Watch a long interview? That’s friction. That’s bad for ad revenue. So instead, they feed the extremes and throttle the nuance.

The result: books struggle for oxygen. Writers burn out trying to “market themselves.” Bookshops drown in silence while trolls trend effortlessly.
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What Can Be Done?

1. Blog anyway. Search engines still love substance. People still find things off-platform.
2. Diversify your reach. Don’t rely on X. Use newsletters, videos, or wherever people are still allowed to think.
3. Name the problem. Meta-commentary is content. Talk about the suppression itself. You’re not imagining it ~ and others are noticing too.
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“The algorithm wants heat, not light. But books are still a slow fire.”
Let’s make space for them ~ together and stop the algorithm from making us all boring…
Follow this link for recommended reads about algorithms.

Books the Algorithm Hates (and You Should Probably Read Anyway)

How to become ungovernable by reading slow, deep, thoughtful things

six books on Amazon about the algorithm technology and culture.
Books about the algorithm

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1. The Age of Surveillance Capitalism by Shoshana Zuboff
Why it gets buried: Too long. Too true. Too terrifying. Also, it uses big words and makes tech bros uncomfortable.
Buy here (affiliated link)
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2. Filterworld: How Algorithms Make Everything the Same by Kyle Chayka

Why it gets buried: Algorithms flatten culture, reduce complexity, and quietly decide what we get to see.
Why it belongs: If you’ve ever wondered why the weird stuff doesn’t go viral anymore ~ this is the answer.
Buy here (affiliated)
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3. The Twittering Machine by Richard Seymour
Why it gets buried: It’s about how we’re all trapped in a loop of doom-scrolling for meaning.
Buy here, (affiliated link)
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4. Stolen Focus: Why You Can’t Pay Attention by Johann Hari
Why it gets buried: It points at tech, capitalism, and our own bad habits. No one wants to admit that.
Buy here, (affiliated link)
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5. Technopoly: The Surrender of Culture to Technology by Neil Postman
Why it gets buried: Old-school but prescient. Doesn’t praise innovation for innovation’s sake.
Buy here, (affiliated link)
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6. You Are Not a Gadget by Jaron Lanier
Why it gets buried: The guy helped build the digital world, and now he’s like “actually this might be bad.”
Buy here, (affiliated link)
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If you want to resist the algorithm, start by reading the stuff it ignores. Then talk about it somewhere the algorithm isn’t watching (yet).
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And here’s a bonus article written by a real writer Max Read (and not a tired bookseller cobbling links together for clicks) about the second book in the list Filterworld: How Algorithms Make Everything the Same by Kyle Chayka. There are some other links to some other good books and blogs on there too,

Affiliate links help support small bookshops and independent creators. If you purchase through the above links, I may earn a small commission at no extra cost to you ~ and it helps me keep my bookshop open. Many thanks for your support. You can also search anything on Amazon here and that might score me a sip of coffee 😉