According to Shopify, the best e-commerce platform is Shopify. On its blog, the company has published at least 60 different ranked listicles, including '10 Best Ecommerce Platforms for Small Business in 2026,' '11 Best Ecommerce Platforms for Your Business in 2026,' 'The 11 Best Cheap Ecommerce Platforms for Small Business (2026),' and 'Best Ecommerce Software 2026: Compare 11 Top Platforms.' The competitors that come in second and beyond vary, but the No. 1 pick is always Shopify. If rankings produced by the very company at the top of the list seem unlikely to fool anyone, that's because humans probably aren't the target audience. Chatbots are. When I recently asked ChatGPT for the 'best way to set up an online storefront,' the AI tool identified Shopify as the first option. It wasn't immediately clear how ChatGPT arrived at that recommendation, but a list of citations that accompanied the answer yielded a clue: Shopify's own rankings. For the quarter century that Google has been the de facto front door to the web, businesses have tried to find ways to get their pages at the top of search results. You've surely felt the influence of search-engine optimization, even if you don't know the term. When you search for a recipe and have to scroll past the author's rambling reminiscences about their great-aunt's kitchen, that's a form of SEO at work. Years ago, it became conventional wisdom among recipe bloggers that Google's search rankings favored longer, more distinctive articles. (Some of them also just liked to spin a yarn.)...

The casual air traveler has never had so much information at his fingertips. He sits before a battleship-worthy console of maps, prices, dates, and times; orders up grids that plot one variable against another. He is monitoring the situation. He is in conversation with his wallet, but also with his future self: Will he want to take the red-eye and leave his bags at the hotel all day' Will he want to leave the house at 4 a.m.' What's so great about Iceland, anyway' This stupendous array of choices, once reserved for professional travel agents, is emblematic of our optimized-shopping era. Consumers don't just price-shop; they scrutinize rates of change, guided by algorithms that purport to know where prices are headed. With airfares at historic highs, the sites that advise travelers whether to buy now or wait have never felt more necessary. Unfortunately, they have rarely felt less helpful. Sites such as Hopper, Kayak, and Google Flights are trained on price histories. 'They use data from the past to inform models in the present that make predictions for the future. Their level of confidence and predictive accuracy drops'whether they disclose that or not'precipitously when there are exogenous shocks,' Oren Etzioni, a computer scientist who built and sold the pioneering airfare-prediction site Farecast to Microsoft in the 2000s, told me. The sites' powers are limited in chaotic times, and chaotic this summer is....

The heat doesn't announce itself with trumpets or warnings....

Back in the web-traffic-obsessed days of 2018, at a time of dawning awareness of how easily audiences online could be manipulated and spoofed by bots, the writer Max Read argued that the internet had crossed a threshold known as 'the Inversion.' Not only had bots proliferated across the internet; they had come to constitute it. In outnumbering humans, bots were also loosening everyone's grasp on the very reality of online experience. 'What's gone from the internet, after all, isn't 'truth,' but trust: the sense that the people and things we encounter are what they represent themselves to be,' Read wrote. Today, 'the Inversion' feels almost quaint. Autonomous AI agents roam the internet, answering emails, sending texts, and occasionally deleting the code repositories of entire companies. An endless library of chatbot-speak crowds out human-written words in every Google search. Bots are spinning up music and videos, conjuring bad poetry and prose, building websites, doing research, making transactions, writing plodding memos to your boss, solving geometry conjectures. Those AI outputs then ride the rails of an internet controlled by black-box algorithms. Computers talk to computers, producing information to train computers to sound more like humans or to better engage them. Humans type into the box, scroll, and wait....