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

H Johal

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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

Inside Bollywood’s Silence: The Real Reason Dhurandhar Isn’t Being Celebrated

H Johal

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Inside Bollywood’s Silence: The Real Reason Dhurandhar Isn’t Being Celebrated

 

In a season where Bollywood films are loudly pushed, praised, and plastered across every digital corner, the curious silence surrounding Dhurandhar has raised more questions than answers. Social media has been buzzing with talk of nepotism, PR politics, and manipulated corporate bookings. But industry insiders tell a very different story—one that has less to do with individuals, and everything to do with genre power, studio territory, and the fragile ego structure of Bollywood’s biggest players.

 

At the heart of the storm lies a simple fact: Dhurandhar is a spy thriller. Not just any thriller—the genre Bollywood unofficially considers the exclusive territory of Yash Raj Films. For over a decade, YRF has aggressively built its “Spy Universe,” treating it like a cinematic fortress. The studio’s identity, revenue expectations, and long-term franchise planning are deeply tied to the success of this genre. So when War 2—their highly anticipated blockbuster—released earlier this year and struggled at the box office, it didn’t just bruise egos; it shook the foundation of the Spy Universe itself.

 

Against this backdrop, the arrival of Dhurandhar became a complication no one at YRF wanted. Insiders insist the silence around it isn’t about actor rivalries or PR games. It’s far more strategic. Publicly celebrating another studio’s spy thriller—especially one gaining genuine praise—would inevitably weaken the narrative YRF is trying to rebuild with its upcoming film Alpha. Acknowledging Dhurandhar would mean accepting a new, strong competitor in the very space YRF claims as its own.

 

There’s also the added complexity of personalities. Industry veterans quietly acknowledge the friction between “Gangu” and certain YRF loyalists. Some believe that any hype around Dhurandhar will reflect indirectly on Ranveer Singh, an actor who has been caught in the crosshairs of shifting alliances and subtle jabs from prominent names. Even recent comments by Filmfare’s Jitesh Pillai, insiders say, were not random—they were part of the larger mood within the establishment.

 

What is particularly telling is that this silence cannot be explained by corporate bookings or inflated footfall numbers. Brahmāstra pioneered and benefitted from such tactics, yet it received full-throated celebration from every camp. The absence of similar support for Dhurandhar points clearly to the genre politics at play.

 

Behind-the-scenes tea also hints at larger ripples: whispers of Deepika Padukone stepping away from an Ayan Mukerji–Ranbir Kapoor project have surfaced, possibly tied to the tense undercurrents created by this power struggle. Whether these developments are temporary or signal a deeper fissure will become clearer in the coming months.

 

For now, what remains undeniable is the industry’s discomfort. Dhurandhar is being quietly acknowledged as a good film—good enough to challenge the supremacy of the Spy Universe itself. And in a world where brand territories matter more than merit, silence has become a weapon.

 

As Bollywood inches toward the release of Alpha, expect the temperature to rise, alliances to shift, and narratives to be aggressively shaped. Because in this battle, it isn’t actors fighting for acclaim—it’s studios fighting for genre dominance.

 

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Editor's Choice

When the Stars Fade Away: Navigating the Tides of Celebrity, Legacy, and Loss

H Johal

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Studio CarryOnHarry Entertainment Desk

In the whirlwind world of fame, where the lights shine brightest, the departure of a star can leave a profound silence in its wake. It’s a reminder of the fleeting nature of celebrity and the indelible marks some leave on the fabric of our culture. Recently, the entertainment sphere was shaken by the tragic news of Shefali Jariwala’s untimely passing—a talent whose spark dimmed too soon. Amidst the bustling digital landscape where trends come and go, certain stories, like Shefali’s, grip us, urging a search for meaning amidst loss.

Shefali, fondly remembered as the “Kanta Laga Girl,” left a void not just among her close-knit circle but within the broader audience base that adored her. Her untimely demise at the age of 42 not only sparked an outcry of grief but a surge of online searches, seeking to understand the how and why. She had been a vibrant presence on screen, and her sudden departure led to a significant spike in Google searches, overtaking even major events. The cause, reportedly a consequence of a cardiac arrest, raised discussions on the pressures and the unseen struggles behind the glamorous facades of celebrity life.

In another corner of the digital universe, Anupam Kher experienced an unexpected jolt—not of loss, but of digital disappearance. Imagine waking up one day to find a whopping nine lakh followers vanished from your social media profile. In a world where online presence and follower count are often seen as measures of influence and credibility, such an occurrence is disconcerting. Kher’s direct query to Elon Musk brought light to the often invisible cleanup processes on social media platforms, aiming to purge bots and inactive accounts. Yet, it serves as a metaphor for the impermanence in the digital age—what is here today can be gone tomorrow, echoing the transient nature of fame itself.

As we navigate through a torrent of updates, from the surprising revelations post-Samantha Ruth Prabhu’s wedding to the heartwarming support for TV’s Sai Baba, Sudhir Dalvi, by the Shirdi Sansthan, it’s evident how stories of celebrities’ lives, their highs and lows, fascinate and unite us in conversation and speculation.

In the midst of these narratives, a peculiar phenomenon caught my attention—the barometer of public interest as reflected in Google’s most searched movies of 2025. From Bollywood outpacing Southern cinema to unexpected hits that captured the public’s imagination, it’s a fascinating glimpse into collective tastes and the ever-shifting sands of viewer preference.

But perhaps, the most human aspect amidst these tales is the community’s response to Sudhir Dalvi’s plight. Facing health challenges, the actor renowned for his portrayal of Sai Baba found relief not just in medical intervention but in the collective support of a community willing to uphold one of its beloved figures. It’s moments like these that reinforce the ties that bind us, transcending the screen to touch lives in tangible ways.

 

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