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Understanding Amazon’s Algorithm and How to Optimize Your Book Listing

H Johal

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Understanding Amazon’s Algorithm and How to Optimize Your Book Listing

As a self-publishing author, you want your book to be visible and easily discoverable by potential readers. Amazon is the largest online retailer for books and has its own algorithm for ranking and displaying books. Understanding how the algorithm works can help you optimize your book listing and increase your book’s visibility.

How Amazon’s Algorithm Works

Amazon’s algorithm, also known as A9, determines the search results and product recommendations on its website. The algorithm takes into account various factors, including relevance, sales, reviews, and customer behavior. The ultimate goal of the algorithm is to show the most relevant and popular products to the customer.

Relevance

Relevance refers to how well your book matches the customer’s search query. To improve your book’s relevance, you need to include relevant keywords in your book title, subtitle, and description. You can use Amazon’s keyword research tool to find the most popular and relevant keywords for your book.

Sales

Sales are a critical factor in Amazon’s algorithm. The more books you sell, the higher your book will rank in the search results. To increase your book’s sales, you can offer promotions and discounts, participate in Amazon’s advertising programs, and encourage your readers to leave reviews.

Reviews

Reviews play a crucial role in Amazon’s algorithm. The more positive reviews your book has, the higher it will rank in the search results. Encourage your readers to leave honest reviews, and respond to any negative reviews in a professional and respectful manner. You can also use Amazon’s Early Reviewer Program to get more reviews for your book.

Customer Behavior

Customer behavior refers to how customers interact with your book listing. If customers click on your book, add it to their cart, and purchase it, Amazon’s algorithm will see that as a positive signal and increase your book’s ranking. You can improve your book’s customer behavior by optimizing your book cover, title, and description, and using Amazon’s Look Inside feature to give readers a preview of your book.

How to Optimize Your Book Listing

Now that you understand how Amazon’s algorithm works, here are some tips on how to optimize your book listing:

Choose the Right Keywords

Include relevant keywords in your book title, subtitle, and description. Use Amazon’s keyword research tool to find the most popular and relevant keywords for your book. Don’t stuff your book description with too many keywords, as this can hurt your book’s readability and turn off potential readers.

Create a Compelling Book Cover

Your book cover is the first thing that potential readers will see, so it’s important to make it eye-catching and professional. Use high-quality images, choose a font that matches your book’s genre, and make sure your title and subtitle are easy to read. A compelling book cover can improve your book’s click-through rate and customer behavior.

Write an Engaging Description

Your book description should be clear, concise, and engaging. Use bullet points to highlight the key features and benefits of your book, and include a call-to-action at the end.

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Editor's Choice

Audiences Are Rating ‘Spider-Man: Brand New Day’ and ‘Resident Evil’ Among 2026’s Hottest Films

H Johal

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Audiences Are Rating ‘Spider-Man: Brand New Day’ and ‘Resident Evil’ Among 2026’s Hottest Films

Balle Balle Radio™ Entertainment Desk

Two 2026 releases, "Resident Evil" and "Spider-Man: Brand New Day," are tied at the top of Rotten Tomatoes’ running Verified Hot list, each pulling in more than 5,000 Verified ratings from ticket-buying audiences, according to the site’s latest update.

Just as Certified Fresh represents critics’ consensus via the Tomatometer, Verified Hot is its audience equivalent, requiring a minimum 90% score on the Popcornmeter using ratings exclusively from Fandango ticket buyers, according to the guide. Rotten Tomatoes introduced the badge to give paying audiences their own equivalent stamp of approval, separate from critical consensus.

Behind the two leaders in the largest-sample tier, "The Odyssey" ranks second with over 5,000 Verified ratings, followed by "Project Hail Mary," "Obsession," "Hoppers" and "The Super Mario Galaxy Movie." Several of these titles also turn up on other year-end and mid-year lists tracking 2026’s most-discussed films, including "The Odyssey," "Project Hail Mary" and "Obsession" among the movies cited as generating the most audience conversation this year.

In the next tier, covering films with 1,000 to 5,000 Verified ratings, "Avengers: Endgame," "Heart of the Beast," "Forgotten Island" and "Practical Magic 2" share the top spot, with "Coyote vs. Acme," "The Invite," a musical performance film featuring Stray Kids and others filling out the rest of the ranking. Rotten Tomatoes notes a third, smaller tier of 250 to 999 ratings exists for titles still building an audience track record, which it describes as newer and more niche releases.

New films earning a 90% Popcornmeter score are added weekly, with placement within each tier based on cumulative Verified rating volume.

Studio CarryOnHarry will be watching whether films lower in the 1,000-to-5,000 tier gain enough ratings to crack the top bracket as the list updates through the rest of 2026.

Read more People’s Choice stories on Studio CarryOnHarry. Reporting via Live News Vault.

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Editor's Choice

Revisiting Octavia Butler’s “Wild Seed,” the 1980 novel that opens her Patternist series

H Johal

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Revisiting Octavia Butler’s “Wild Seed,” the 1980 novel that opens her Patternist series

Balle Balle Radio™ Entertainment Desk

Octavia E. Butler’s "Wild Seed," released in 1980, remains one of the author’s most widely read novels decades after its release. It opens Butler’s five-book Patternist cycle, a five-book speculative fiction cycle, and continues to draw new readers and critical attention.

Butler, who died in 2006, is widely regarded as one of the first Black women to gain major recognition in American science fiction, a genre that offered her few peers when she began publishing in the 1970s. Her work is frequently cited within Afrofuturism, the broader cultural movement that uses speculative fiction, technology, and alternate histories to explore the experiences of the African diaspora and to imagine Black futures beyond the constraints of the present.

"Wild Seed" is addresses themes of gender, healing roles, and the experiences of Black women, reflecting the novel’s focus on characters navigating power, transformation, and survival across generations. Readers and reviewers have consistently described it as a character-driven work rather than a plot-heavy one, with its two central figures carrying the novel through sustained psychological and emotional depth. The book is the first in the five-volume Patternist series and has drawn an active readership on platforms like Goodreads, where it holds a strong average rating from tens of thousands of readers.

The novel has also found renewed life in reading groups and community discussions in recent years, often paired with other Afrofuturist or speculative work, a sign of Butler’s lasting pull on readers well outside the genre’s traditional audience.

Studio CarryOnHarry sees "Wild Seed" as a useful entry point for readers curious about Butler’s influence on contemporary speculative fiction, and worth a look for anyone building out an Afrofuturism reading list.

About the Author: An American science fiction writer, one of the best-known among the few African-American women in the field.

[Comment by Tricia Sullivan, on The Guardian][1]:
Octavia E Butler (1947–2006)

> I was teaching in New York when I came across Octavia E Butler’s Kindred in a secondary-school catalogue of novels recommended to support diversity. It caught my attention because Butler was described as a science-fiction writer. I thought I was familiar with science fiction, but I’d never heard of her – nor have a great many other readers, I suspect. For many years, Butler was the sole African-Ameri

Read more People’s Choice stories on Studio CarryOnHarry. Reporting via Live News Vault.

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Harry Johal — Entertainment Editor

Harry Johal is the Entertainment Editor at Studio CarryOnHarry, overseeing the newsroom's day-to-day coverage.

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