A new 5WPR study tested whether celebrity backing moves AI visibility in the kitchen appliance category. It measured three celebrity and influencer-backed brands against established players across 624 answers from ChatGPT, Claude, Gemini, and Perplexity. The result was flat. One brand appeared in zero of those answers, across every engine, with no exceptions.
I added those three brands to the test myself. I wanted to know whether a recognizable name buys any shortcut into how AI systems talk about a category.
What the study actually found
Beautiful by Drew Barrymore, Our Place, and Haden all trailed the category's established players by a wide margin. Our Place was the sharpest result. It was named in zero of 624 measured answers. Not a rounding error. Zero, on every engine we tested.
I want to be precise about what that does and does not prove. These are real brands with real customers. This study did not measure Instagram engagement, retail sell-through, or gift registries. It measured one narrow thing. When someone asks an AI system a comparison or recommendation question about kitchen appliances, how often does that brand's name come back in the answer. On that narrow measure, celebrity association bought these three brands nothing.
Why this is the useful finding
For a decade, celebrity and influencer partnerships have been one of the more reliable shortcuts in consumer marketing. Attach a recognizable name to a product. Borrow an audience someone else spent years building. That still works across social platforms and earned media.
It does not automatically work inside an AI answer engine. These systems are not running on cultural relevance. They are running on retrieval. They pull from product specification pages, Consumer Reports testing data, Reddit threads where people compare notes, YouTube teardown reviews, and appliance repair blogs. A celebrity name attached to a product does not generate any of that underlying evidence by itself. If anything, it can mean less of it exists. The marketing dollars went toward a launch moment instead of the unglamorous work of building comparison pages and earning coverage from the outlets these systems actually cite.
As I've argued before, citation share is becoming the real market share that matters. It runs on a different kind of evidence than a launch campaign produces, and a brand's reputation is now the paragraph the machine writes about it, not the paragraph a press release wrote.
The established brands have the same blind spot
It is not just the celebrity brands that are exposed here. Some of the biggest names in the category share the same weakness, just dressed up differently.
GE and Bosch were two of the most frequently named brands in our entire study. Each appeared in roughly a third of all measured answers. Each had a 0% owned-domain citation rate. AI systems talk about these brands constantly. They almost never point back to the brands' own websites as the source of that information. The systems lean entirely on Consumer Reports, appliance repair blogs, and forums to carry the evidence.
A celebrity brand with zero visibility and an industrial giant with a third of all mentions and zero owned citations are failing at the same thing, for related reasons. Neither has built the kind of structured, specific, retrievable content that gives an AI system something of theirs to point to.
The engines don't agree with each other either
One more pattern from the study is worth flagging, because it complicates any brand's plan to fix this with a single move. The four AI systems we tested do not behave like one channel. KitchenAid appeared in 59% of ChatGPT's answers and just 15% of Claude's. Several brands that showed up consistently in three engines were absent entirely from Claude's results. How a brand becomes the answer inside ChatGPT is a different exercise than earning the same spot in Claude or Gemini. A brand optimized for one engine can still be invisible in the other three.
What this means going forward
This is a snapshot, taken on one day, across one fixed set of prompts. It is not a permanent condition for anyone. What a brand does next with that information is the real test.
For the celebrity brands in our study, that probably means less emphasis on the next big launch moment and more on building comparison and specification content an engine can actually retrieve. For GE, Bosch, and anyone else sitting on heavy appearance and zero owned citations, it means auditing whether their own product pages are structured in a way these systems can use as a source. Being named often is not the same thing as being trusted often.
Fame, legacy, and market share are three different kinds of currency. None of them automatically converts into the fourth kind: being the source an AI system reaches for when it is building an answer. That is a kind of visibility every brand in this category, famous or not, has to earn separately now.
The full study, including the celebrity-brand testing methodology, is available at 5WPR's Kitchen Appliances AI Visibility Index.