This episode debunks the myth of an automatic 'honeymoon period' for new product launches on Amazon. It provides a data-driven look into Amazon's A9 algorithm and how new products are actually ranked, offering strategies to overcome the 'cold start' problem and drive initial sales effectively.
Key takeaways
The Amazon 'honeymoon period' as a guaranteed initial boost for new products is a myth; products need to earn their ranking from day one.
Leverage external traffic and targeted advertising campaigns to generate initial sales velocity and behavioral signals for new products.
Prioritize highly relevant keywords over high search volume keywords in advertising to ensure initial conversions and positive ranking signals.
Ensure high-quality content, accurate product attributes, and category selection from the outset to build a strong foundation for organic ranking.
Implement structured ranking campaigns and strategically choose competitors to accelerate product visibility and sales performance.
The Cold Reality of the Honeymoon Period & External Traffic Part 1 Now let's get to the fun part. Who hasn't heard of the Honeymoon Period? Follow along via video Everyone in the Amazon industry has heard about the so-called "Honeymoon Period," and after years of crafting strategies around an observation (by Anthony Lee in 2015, which he himself, as a very smart man, denounced using scientific literature), it is time for us to try to get closer to the truth. And that is why in the article, you will find references to 15 scientific papers and 2 patents on the A9 Algorithm - the one from 2022 and the updated one from November 2023. Before anyone starts getting concerned about the latest patent update being from almost a year ago, know that semantic matching, BERT, and COSMO will be presented in the article (and Danny's video). The reason is simple: we have the baseline, and what gets added are layers. You will see how the move Using LLMs for processing data and updating rankings in (close to) real-time matches perfectly with the COSMO framework and what RUFUS is currently doing with the results. The scope of the video is to allow you to peek at
Frequently asked about this episode
What does this episode say about amazon algorithm?
The Amazon 'honeymoon period' as a guaranteed initial boost for new products is a myth; products need to earn their ranking from day one.
What does this episode say about e-commerce advertising?
Leverage external traffic and targeted advertising campaigns to generate initial sales velocity and behavioral signals for new products.
What does this episode say about product launch strategy?
Prioritize highly relevant keywords over high search volume keywords in advertising to ensure initial conversions and positive ranking signals.
What does this episode say about search engine optimization?
Ensure high-quality content, accurate product attributes, and category selection from the outset to build a strong foundation for organic ranking.
What does this episode say about amazon algorithm?
Implement structured ranking campaigns and strategically choose competitors to accelerate product visibility and sales performance.
