Amazon has quietly begun testing something that sounds small but is structurally enormous. The feature is called “Buy for Me,” and it sits inside a broader experiment Amazon calls “Shop Direct.” The simplest way to understand it is this: Amazon is trying to let customers shop the entire internet without ever leaving Amazon.

Here’s how it works. A customer searches for a product on Amazon. If Amazon doesn’t sell that product, Amazon may still show it anyway. The product listing looks like a normal Amazon listing, except instead of “Add to Cart,” there is a button that says “Buy for Me.” When the customer clicks it, Amazon’s AI agent goes to the brand’s own website, adds the item to the cart, checks out on the customer’s behalf, and places the order. The customer stays on Amazon the entire time. The brand fulfills the order from its own site, often without ever realizing Amazon initiated it.

In other words, Amazon is acting as a shopping agent (discovering the product, initiating the transaction, and owning the customer interface) while the seller’s website becomes the backend fulfillment system.

This is where the backlash begins. Many brands did not opt into this program. Some explicitly chose not to sell on Amazon. Yet they found Amazon displaying their products anyway, pulling data from public product pages and routing orders through Amazon’s AI. In several cases, the AI placed orders for products that were out of stock or not sold at all, creating operational chaos. Sellers were angry because they had been enrolled into Amazon’s ecosystem without consent.

Amazon’s defense is straightforward. The information is public. The system checks price and availability. There’s no commission. Sellers can opt out by emailing Amazon. Technically, this all sounds reasonable. Strategically, it misses the point entirely. Because what Amazon is actually doing here is not “helping shoppers.” It is claiming ownership over the shopping experience itself.

This is the crucial shift sellers should focus on. If customers learn that Amazon can find anything and handle checkout everywhere, there is no reason to browse brand sites, compare stores, or even use Google. Amazon becomes the shopping operating system, and sellers become interchangeable fulfillment endpoints.

For Amazon sellers specifically, this should feel unsettling. Because “Buy for Me” suggests a future where Seller Central is no longer the gatekeeper. If Amazon can discover products, pull pricing, initiate purchases, and own the customer relationship without formal seller participation, then the traditional marketplace model becomes optional.

If you are an Amazon seller, Amazon is telling you, very clearly, what kind of company it wants to be next. Not a marketplace. Not a retailer. But the default interface between consumers and the entire supply side of the internet. And once a platform owns that interface, everyone else is negotiating from downstream.

Lumian can help you get discovered on ChatGPT. Book a Free Consultation.

In this week’s issue:

Marketplace Madness

Amazon skipped its usual post–Black Friday and Cyber Monday sales recap in 2025, breaking a tradition it has followed since at least 2016. Amazon also skipped a recap for October’s Prime Big Deal Days, suggesting a deliberate shift in how it communicates sales performance. In prior years, these announcements were used to signal “record-breaking” holiday momentum ahead of Q4 earnings, without sharing hard numbers. This year, Amazon said holiday performance will instead be discussed only in its quarterly earnings.

Why it matters:
Amazon is tightening narrative control. By avoiding interim sales updates, it limits speculation and manages expectations more tightly. Sellers should expect fewer public signals about marketplace performance and rely more on their own data to judge holiday success.

Adobe Analytics reported that U.S. consumers spent $258B online from Nov. 1 to Dec. 31, up 6.8% YoY. Buy Now, Pay Later reached a new high, driving $20B in spend (+9.8% YoY). Traffic from generative AI tools to retail sites surged 693% YoY, though from a relatively small base. Electronics, apparel, and furniture accounted for ~54% of spend, while groceries (+10.2%) and cosmetics (+9.3%) saw the fastest growth. Discounts were strong but mostly flat YoY, signaling demand was driven more by financing and convenience than deeper price cuts.

Why it matters:
Holiday growth was real but increasingly financed. BNPL is becoming a core conversion lever while AI is starting to influence discovery even if it hasn’t yet scaled. Sellers should expect continued pressure to offer flexible payments and optimize for new AI-driven entry points in 2026.

Amazon announced it will restrict review sharing across product variations starting Feb 12, 2026. Reviews will only be shared for functionally identical variations (e.g. color, size, pack count). Variations with meaningful differences in features or functionality will no longer inherit reviews from the parent ASIN, forcing affected child ASINs to stand on their own ratings. The rollout will be phased by category from Feb 12 to May 31, 2026, with sellers receiving 30 days’ notice by email before impacted listings are updated.

Why it matters:
This directly targets variation abuse but will materially hurt listings that relied on pooled reviews across dissimilar products. Sellers should audit variation families now as improper groupings will lose review equity, potentially hitting conversion rates overnight.

Seller Hacks

Lumian has launched a powerful, white-hat negative review removal tool built for Amazon sellers. We identify reviews that violate Amazon’s policies and file compliant removal cases on your behalf with guesswork and compliance risk.

  1. Our AI agents automatically audit your ASINs and review history to find problematic ratings

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  3. We generate detailed evidence and submit removal cases directly to Amazon

  4. Our specialists track responses and appeal as needed until eligible reviews are deleted

Everything is 100% compliant with Amazon’s guidelines.

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