Who Decides What You Find on the Shelf?
An algorithm pushes to you what it thinks you will buy, not what you will enjoy.
10/26/20264 min read
Photo Source: fauxels via Pexels
On October 22, Amazon renamed Kindle Unlimited. It’s now Kindle+.
The rules and the monthly price stayed the same (for now), and subscribers can still borrow up to 20 titles at a time. It’s easy to shrug at a rebrand. I almost did. But a name change is a good moment to ask a bigger question: who decides how readers find books, and are those decisions made for readers?
That’s the first thing broken about how we find books: the labels are written by the people selling them and increasingly for an algorithm, not for the reader themselves.
Here’s how that works from the author side. When you publish on Amazon, you get up to three categories and seven keywords for each format of your book, and together they decide where your book is shelved and which searches it shows up in. The keywords are hidden metadata, text that Amazon’s algorithm uses to decide which search queries a book should appear in. Readers never see them. Some categories only open up when your keywords match them.
The shelf shows what’s been optimized to sell, not necessarily what a book is like. Whether a story is slow-burn or fast, gentle or grim, only shows up if somebody thought to type it into a keyword slot.
A name that promised more than it delivered
I was excited for the early days of Kindle Unlimited. The access to more books, by more authors than my local bookstore could carry or my budget could afford to take a chance on was SO exciting. It truly reminded me of browsing the shelves. Grabbing that hardcover and reading the blurb, inside cover, then the first chapter; if the book was gripping, it came home with you.
So I stuffed my early e-reader (which has been planned-obsolescenced into an awkward paperweight) and got to exploring new worlds. But, it wasn't as "limitless" as I was hoping.
Some commentators noted that Amazon may have wanted to retire “Unlimited” because there were in fact limits on which books were available and how many you could access at once. The old name told readers one thing, and the rules said another. Readers figured it out eventually, but only after they’d paid.
A new thing readers may not notice
The rebrand came with more audiobooks. Thousands of titles were added, some made through ACX and some through Amazon’s AI Virtual Voice technology. That tool lets authors create AI-narrated audio versions of their books at no additional out-of-pocket cost to the author. While it may expand access- which we LOVE at LSH, just like ebooks and print books, AI use is not labeled for the end user. For listeners, though, whether a human or a machine is reading to them is something they’d probably want to know at a glance, before they press play. There's also the downstream costs; to human narrators when their talents are devalued; to the reader if they are paying expecting something different, to the author when that trust is broken; to the planet when AI is used without guardrails.
That’s the second thing: the details readers care about are rarely the ones the shelf shows.
One shelf under; My house, my rules
For authors, the subscription has always come with strings. KDP Select authors are locked into making their e-books available exclusively through Kindle platforms. And when Amazon changed how those authors were paid, it did so by unilaterally amending its terms, a year after launching the service. That’s not a scandal. It’s just how a shelf works when one company owns it: the rules can change, and nobody votes.
Account terminations and copyright strikes on your own work... authors take on the burden of a lot of proof to the platform in exchange for the reach.
That’s the third thing: discovery runs on rules that readers and authors can’t see, question, or influence.
I know this from the author side. When I was trying to choose between querying and self-publishing, the hardest part wasn’t writing. It was that no one could show me a clear, honest picture of the road ahead. How could I build a reliable, sustainable path to an author career if the rug could get pulled out from under me with no notice and very little support or recourse to remedy?
To be fair
Amazon put millions of books in front of millions of readers, and plenty of authors have built real careers there. With the GoodReads acquisition, suggestions are a bit smarter based on your reviews. I’m not writing this to tell anyone to leave. The problem isn’t a villain. It’s a structure where one company decides what a book is called, how it’s described, where it appears, and what it costs.
What a better shelf looks like
At Leaf Sheep House, we think finding a book should recreate that feeling of browsing the physical shelves again:
Honest labels. What a book actually is, in terms readers care about. Not label-bloat and snarls of nested niches.
Rules you can read. Changes that don’t surprise the people they affect.
Descriptions that come from the book itself, not keyword slots.
Curation with a human voice. Real readers and creators, not just an algorithm.
We’re a small creature in a big ocean, and we’re not trying to replace anything overnight. We’re building an alternative that treats readers and creators as people who deserve a say.
A question for you: When was the last time a book recommendation led you somewhere wonderful? What made it work?
Sources:
Empowering Authors, Elevating Stories
Helping authors grow their business.
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