I noticed something strange today and I’m hoping someone can explain it.
On desktop, my sponsored product is sitting in position #4 on the first page for a core keyword. Great, right? But when I check the same keyword on the Amazon mobile app (same account, same Wi-Fi, same zip code), my ad is nowhere to be found until page 3 – and even then, it’s a different placement.
I understand that mobile has fewer slots per page. But the discrepancy feels too big. Is Amazon running two completely different ranking algorithms for desktop vs. mobile? Or is there something else going on (personalization, different auction pools, etc.)?
For those who have studied this, what are the key differences between PC and mobile ad ranking? And how should we adjust our bidding and targeting strategies to win on mobile, where most of our customers actually shop?
Any insights would be hugely appreciated.
Answers (10)
I stopped caring about desktop rankings 2 years ago. 80% of my sales come from mobile. Here’s my mobile-only playbook:
Desktop is for tracking trends. Mobile is where you make money. Adjust your mindset.
Simple observation from running hundreds of campaigns: Desktop favors relevance, mobile favors recency and price.
On desktop, customers research more. They read descriptions, compare specs. So Amazon ranks ads with better keyword relevance and review quality higher.
On mobile, people are impulsive. They want the best deal now. So Amazon’s mobile algorithm gives more weight to price competitiveness and recent sales velocity. A product that just had a sales spike (even from a Lightning Deal) can jump to the top of mobile search for hours, even if its relevance score is lower.
Therefore, for mobile-driven categories (apparel, beauty, consumables), run frequent small discounts or coupons to keep your sales velocity high. For desktop-heavy categories (electronics, tools, office), focus on long-form content and precise keyword targeting.
One big factor that nobody mentions: shipping address and fulfillment center proximity affect mobile more than desktop because mobile users are often searching on-the-go. Amazon’s algorithm tries to show products that can be delivered quickly to the user’s current location. If your inventory is in a FC far from the test address, your mobile rank will drop.
To get a fair comparison, always use the same zip code that represents your core customer base. Also, if you have multiple offers (FBA vs. FBM), FBA wins on mobile almost every time because of faster delivery promises.
Been digging into this for years. The short answer: same algorithm, different inputs.
Amazon’s A10 algorithm uses the same ranking factors for both devices (relevance, CTR, conversion velocity, price, etc.), but the weight of those factors changes because user behavior is different. Mobile users search faster, scroll faster, and decide faster. So historical CTR on mobile has a bigger impact on your mobile ad rank than on desktop.
Also, Amazon now uses Rufus AI heavily on mobile. Rufus interprets natural language queries and can surface products that don’t even contain the exact keyword. That means your ad might be triggering for a search term on mobile that you never bid on – and that can either help or hurt your placement depending on relevance.
My advice: Stop obsessing over desktop positions. Open your Seller Central, go to Business Reports, and add the “Sessions – Mobile” and “Sessions – Desktop” columns. If mobile drives 70%+ of your traffic (common in many categories), then manage your bids based on mobile performance only. Use a third-party tool or adjust bids manually until you consistently see your ad on mobile page 1 for your top 5 keywords.
Don’t forget Amazon Posts – they appear only on mobile, in the “Related posts” section below the fold. They don’t directly affect keyword ranking, but they can drive discovery and increase your brand’s overall mobile visibility. Post consistently (3-5 times a week) with lifestyle images. It’s free traffic.