Tool
12 articles
A shopper buys through Perplexity, ChatGPT, or Google AI Mode. The money lands, but you may never get their email or marketing consent. Welcome flows, abandoned-cart, and winback all break — the AI channel becomes anonymous revenue with no customer relationship attached. Here is what breaks and how to reconnect the relationship.
Perplexity's Buy Now agent keeps adding shoppers, but it reportedly takes an 8-12% GMV commission on top of Stripe processing. This is not a listing guide — it is the margin math: at what AOV and gross-margin structure the channel pencils out, and when you are just working for the platform.
Forget traffic volume for a minute. This is the plumbing comparison: how a merchant actually plugs in, who the payment rail is, who stays merchant-of-record, what catalog you need to supply, and which platform fits Shopify, WooCommerce, or a custom stack. A decision guide for cross-border DTC sellers enabling agentic checkout.
Perplexity launched Instant Buy, a free in-chat checkout for US shoppers built on PayPal. Here is how it works for a buyer, what product data helps you surface as an Instant Buy card, and a readiness checklist for DTC merchants.
Don't let the hype fool you. 2026 research shows organic LLM traffic is still under 0.2% of all e-commerce sessions, and ChatGPT is over 90% of it. This compares the four big channels on real conversion data — volume, conversion, cost to participate, checkout model — so you know how much to invest and what not to defund.
Perplexity's shopping feature surfaces product cards without any ad auction behind them. This guide breaks down how its recommendation logic works, what it actually looks for, and what cross-border sellers can do to show up.
E-commerce sellers in 2026 face four AI search engines with different ranking logic: Google AI Mode, ChatGPT Search, Perplexity Shopping, and Amazon Rufus. A unified strategy that covers the common foundation and platform-specific optimizations for product visibility across all four.
Perplexity launched virtual Try-On for apparel in April 2026. Here is what apparel DTC ops teams need to do with their product feed to capture the 3x card-view lift.
Perplexity killed all advertising in February 2026. Merchant visibility now depends entirely on product data quality. Here's how to join the free Merchant Program, optimize your listings, and position your store for AI-powered shopping.
Referral traffic from AI search platforms grew 357% last year, but most e-commerce sites aren't even indexed by them. Here's how to change that.
Perplexity, Google AI Shopping, ChatGPT Shopping, and Alhena — which AI shopping assistant is actually useful for cross-border sellers doing product research and pricing analysis?
Your store probably has dozens of blog posts that AI search engines have never cited. You don't need to rewrite them. Adjusting titles, openings, and structure is enough.