How ChatGPT shops
If you sell products online, ChatGPT may already be recommending them to shoppers… or quietly leaving you out. New research has cracked open how ChatGPT's product carousels actually work, and the findings reframe what e-commerce visibility looks like in 2026. Join us for this exclusive online Precis Masterclass where we strip away the AI hype and analyse the hard data. We'll look at why LLM traffic converts 38% higher than traditional organic search, how ChatGPT filters product feeds, and the specific optimisation steps your brand needs to stay visible to high-intent buyers.
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About the event
If "AI shopping" sounds complicated, here's some reassuring news: the way ChatGPT recommends products is actually pretty straightforward once you know what's powering it.
Peec AI's research cracked open ChatGPT's product carousels and found something unexpected: they're not built on some mysterious independent index. ChatGPT pulls directly from Google Shopping's top organic results and applies its own re-ranking on top. In practice, that means if your products aren't in Google's top 40 organic results, they simply don't exist as far as ChatGPT's recommendations are concerned.
In this masterclass, Peec AI's CMO Malte Landwehr walks you through the data behind that finding, and Precis SEO Director Kristina Bergwall turns it into a clear action plan for your Google Merchant Center feed — whether you're a single-brand retailer or a multi-brand store.
You'll leave with a specific, actionable to-do list for your Google Merchant Center feed (no vague advice and no theory, we promise!).
What you'll take away
- Why ChatGPT's product carousels run on Google Shopping data, and what that means for how you manage your feed
- Which Google Shopping ranking positions you actually need to hit to show up in AI recommendations
- How the strategy differs for single-brand vs. multi-brand retailers, and which levers matter most for each
- How to use ChatGPT's own search behaviour to sharpen your product titles, descriptions, and PDPs
- How to capture LLM traffic — which converts around 38% higher than standard organic search
Explore the event agenda
Check our agenda for a valuable experience filled with knowledge and networking.
Why this matters
10:00 am
–
10:05 am
CEST
About the session
A quick look at why AI-driven product discovery is rapidly becoming one of the highest-converting traffic channels in e-commerce, and why the window to act is right now.
Speakers
Hear from the specialists

Stefania Casciari Carter
CMO at Precis
The research: how ChatGPT shops
10:05 am
–
10:15 am
CEST
About the session
A technical breakdown of Peec AI's study of over one million ChatGPT shopping queries. We will explore how the team reverse-engineered the carousel, what the data reveals about product selection, and the reality of AI scraping Google data.
Speakers
Hear from the specialists

Malte Landwehr
CPO & CMO at Peec AI
The framework: what to actually do about it
10:15 am
–
10:20 am
CEST
About the session
Turning data into revenue. A concrete action plan covering how to audit your current feed through an AI lens, navigate single vs. multi-brand strategies, and implement the feed optimisations that actually move the needle.
Speakers
Hear from the specialists
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Kristina Bergwall
SEO & AEO Director at Precis
Live Q&A: Interactive data deep-dive
10:20 am
–
10:30 am
CEST
About the session
An interactive session to explore market nuances and provide tailored answers to your specific questions regarding our data findings.
Speakers
Hear from the specialists

Stefania Casciari Carter
CMO at Precis

Malte Landwehr
CPO & CMO at Peec AI
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Kristina Bergwall
SEO & AEO Director at Precis
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