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What changed in AI shopping, and what it means for brands

Articles built on audit data, and dated developments from Amazon, OpenAI and Google, each with one line on what it changes for a product brand. Sources linked on every item.

Articles

From the audit log.

October 3, 2026 · 7 min read

How to get your product recommended by ChatGPT: what 88 AI answers showed

You can't buy a ChatGPT recommendation. You can change what ChatGPT reads about your product. Where its product facts come from, what one audit found, and the four changes to make first.

Read the article →
Card with three numbers from the audit: 4 of 8 ChatGPT Search answers named the brand, 65 of 73 answers relied on marketplace listings, 36% of competitor mentions went to six brands
Selected developments

What changed. What it means.

Amazon folds Rufus into Alexa for Shopping

Rufus's product expertise now answers as Alexa for Shopping (formerly Rufus) for U.S. shoppers, in the Amazon app, on the website and on Echo Show. For brands: your title, bullets, attributes and reviews are a big part of what shoppers now hear about your product.

Source: Amazon →

ChatGPT steps back from Instant Checkout; merchants keep their own checkout

OpenAI is focusing ChatGPT shopping on product discovery and letting merchants use their own checkout. Shopify product data reaches ChatGPT through Shopify Catalog. For brands: checkout stays yours; being named in the answer is the part to earn.

Source: OpenAI →

Amazon blocks more of ChatGPT's crawlers

Amazon updated its robots.txt to block ChatGPT-User and OAI-SearchBot. For brands: two of the crawlers ChatGPT uses to read pages are now blocked on Amazon, so what your own site, other retailers and third-party pages say about your product matters more.

Source: Modern Retail →

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