Cross-border intelligence

Accessing OpenAI GPT models on Amazon Bedrock with global cross-Region inference in Thailand, Malaysia, Singapore, Indonesia, and Taiwan

Learn how to run OpenAI GPT-6 Sol, Luna, and Astra on Amazon Bedrock through global cross-Region inference from Singapore, Jakarta, Thailand, Malaysia, and Taipei. This post covers the Converse and OpenAI-compatible APIs, IAM and SCP permis

Deploy decision models with llama.cpp on Amazon SageMaker AI

Learn how to deploy decision models with llama.cpp on Amazon SageMaker AI. This technical how-to serves OpenAI-compatible chat completions with the AWS Deep Learning Container for llama.cpp, then extends the runtime with SemIf to return pro

Run multi-node inference workloads using Ray LLM Deep Learning Containers

Learn how to deploy one large language model across two GPU nodes on Amazon EKS using the multi-node Ray LLM Deep Learning Containers, with separate prefill and decode nodes behind one OpenAI-compatible endpoint. The pre-built container shi

Still worrying about how to go global? Amazon has brought the answer to your city

Is it too late to enter Amazon now? The data says: just right!

How to adjust Amazon ad placement bids? What data to look at first for top of search results and product pages

For the top of search results (first page) and product pages, should you raise or lower bids? Many sellers make decisions based only on impressions or a single day's ACoS, and end up spending money without adjusting placements correctly. This article provides a sequence for judging ad placement bids—first confirm wheth

Before listing a new Amazon product, how to use AI to pinpoint the core selling points?

Before listing a new Amazon product, how to use AI to pinpoint the core selling points?

For a cold start of a new Amazon product, getting the rhythm right matters more than anything

After a new Amazon product is listed, how to use on-site BD to quickly build product tags, accumulate baseline sales and reviews, and achieve 0-to-1 conversion

Amazon has turned review requests into ads: Are Review Requests a new product accelerator or a negative review amplifier?

Amazon remains the top marketplace in Germany as rivals gain ground

Amazon is still the top marketplace in Germany, taking around 63 percent of online retail. But a new IFH KÖLN study shows the market around it is changing: rivals are increasingly sharing in the growth, and groceries could become Amazon’s n

A trademark can be registered ≠ you can enforce it! Amazon/eBay infringement complaints rejected? Check these 4 points first

Amazon launches new ads, sellers can pay to buy reviews?

On September 29, at Amazon Ads' annual advertising conference unBoxed 2026, Amazon officially launched a new feature—Review Requests Ads.

Amazon Bundled Products Policy Upgrade

Amazon recently adjusted its rules related to product bundling. For sellers accustomed to using "combo sales" to raise average order value and increase product added value, this change deserves close attention. Starting September 30, 2026, Amazon will further expand the existing bundling product requirements to most pr

How Should Amazon Automatic and Manual Targeting Work Together? Where Should New Products Start?

For advertising new Amazon products, should you start with automatic or manual? Most new products are advised to start with automatic targeting, using it to quickly discover buyer demand, and then switch to manual targeting for more refined operations once relevant search terms and product signals appear.

Amazon Performance+ Analyzes User Behavior Signals to Find Precise Customers

Amazon storefront launches new "Brand Authorization" label

Amazon storefront launches new "Brand Authorization" label

Jinlian International appears at the 2027 Amazon Seller Kickoff Conference, helping brands go global

Amazon launches new paid review invitation feature! Sellers can pay to "buy reviews"

In late October, Amazon will open testing of a new advertising feature for review invitations on the US site

What's the difference between SP, SB, and SD ads? Which should Amazon beginners choose first?

For Amazon advertising beginners, when faced with the three ad types SP, SB, and SD, which one should they start with? In fact, the vast majority of beginners should start with SP and gradually build a basic understanding of advertising.

Amazon Logistics partial refunds now support return reasons

Amazon Logistics partial refunds now support return reasons

Amazon sellers beware: These 10 best-selling products have been granted US patents!

Beware of infringement~

Profits plunged 30% but still turned it around! What did the top Amazon seller do right?

Same platform, same set of rules, yet the gap keeps widening.

200 Yuan Cracks Amazon: Huaqiangbei's One-Meter Counter Is "Recalculating" the AI Glasses Overseas Expansion Equation

Huaqiangbei is not the enemy of brand owners; it is the most brutal stress test for brand premiums.

Don't Just Look at Search Volume—AI Is Redoing Amazon Keyword Analysis!