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Machine Learning & AI

Supply Chain

The Delivery Landscape in the United States from Q1/2024 – Q1/2025

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#Track

#Ecommerceteams

#Returns

#Logisticsteams

#Businessleaders

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Image Meta Description This image features Dr. Arne Jeroschewski, CEO of Parcel Perform, in a business suit, pointing towards key concepts in generative search. To his left is a graphic of an "AI SEARCH BAR" with the example query "Best coffee machine". To his right, three floating blue blocks highlight the main data pillars an AI uses to make a decision: "PRODUCT," "DELIVERY DATA," and "PRICE". The image's title at the bottom reads, "WINNING THE AI'S CHOICE: HOW TO MASTER GENERATIVE SEARCH," illustrating the article's theme of adapting to an AI-driven e-commerce landscape. Article Summary This article by Dr. Arne Jeroschewski argues that traditional Search Engine Optimization (SEO) is becoming obsolete in the era of AI-driven generative search. Previously, the goal was to rank high on a search results page to get a click. Now, AI platforms like Google's AI Overviews provide direct, synthesized answers, acting as a powerful gatekeeper between businesses and customers. To succeed, businesses must shift from optimizing keywords to demonstrating performance through radical, machine-readable transparency. This requires providing AI agents with live, structured data based on three pillars: accurate, real-time Live Product Data on inventory and specifications; the Total Landed Cost, which is the true final price with no hidden fees; and Demonstrable Delivery Performance through a concrete and reliable Estimated Delivery Date (EDD), which acts as the ultimate tie-breaker. Ultimately, the article concludes that if a business's critical information isn't structured and machine-readable, it will be invisible to AI and risks being left behind.
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