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AI apps are overtaking the retail shelf as the place where shoppers go to find new products. So, how can brands make their products algorithm-friendly and discoverable?
Artificial Intelligence (AI) models and apps like ChatGPT, Claude, and Gemini are quickly becoming the place where consumers go to discover food, drink, and supplements – and this is displacing the retail shelf as the point of product discovery, according to market research firm Euromonitor International.

At a glance:
Manuel Leckel, a consultant at the firm, told the Vitafoods Europe audience that, in response to this, brands will need to develop products that can be found by algorithms as well as consumers.
Leckel explained that this shift comes at a time when product launches are falling, consumers are paying less attention to on-pack claims, and prices are overtaking every other purchase driver.
In a Euromonitor survey conducted earlier this year, every traditional information source, including friends, family, brand websites, and packaging itself, declined.
AI as an information source rose: 22% of those surveyed now use the tool to inform purchases.
“One out of five people are asking AI for their reference, and that's a game changer,” Leckel said, adding that of the consumer goods queries put to AI, around a third related to consumer health, behind only beauty and personal care.
The tools are not only helping inform purchases but are also pointing shoppers to the checkout. Traffic to US retail websites from AI sources rose by more than 690% over the 2025 holiday season (November to December) compared with a year earlier, and those AI referrals converted 31% more often than other traffic, according to Adobe.
In a deal announced in October 2025, PayPal partnered with OpenAI in the US to let shoppers buy and arrange delivery without leaving ChatGPT, Leckel said.
AI has an impact on product discovery and purchasing, but there are steps brands can take to increase the likelihood that their products are shown in search results.
According to Leckel, search engine optimisation (SEO) has given way to generative AI optimisation (GEO), which, in a product discovery case, involves structuring product information so that large language models can read, understand, and recommend it.
Just because a brand ranks highly in e-commerce does not necessarily mean it will appear in AI recommendations. Leckel explained that this is creating a gap and an opportunity for challenger brands to overtake established names.
Leckel’s advice is to design for a “dual audience”: define clearly who a product is for and why and build a consistent, machine-readable digital profile.
“You really have to design a product for the consumer and for the AI,” he said.
Claims should be validated and tightened, as opposed to multiplied. He explained that substantiation is what makes a health claim both credible to shoppers and legible to the systems now curating the shelf.
“You really have to be careful which claims you pick,” he said. “AI is the new shelf, and you have to be ready for this shelf.”
Consumers are also paying less attention to what brands are putting on pack.
Over the past six years, 10% fewer consumers said they closely look at nutrition labels and how products are positioned, a “claim fatigue” that Leckel attributed to an excess of health messaging and eroding trust.
And yet health itself is still selling. Half (50%) of the products launched in the past year carried a health-related claim, and consumers are willing to pay more for nutritional benefits, he said.
“The last frontier where people are willing to invest is their health,” Leckel explained.
A product can boast multiple claims, but Leckel questioned whether that means it should and, with growing claim fatigue, he urged brands to be extremely purposeful in choosing the right claim.
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