Four AI engines name different businesses in West Palm Beach med spa test

WEST PALM BEACH, Fla. - EntSun -- Four AI engines name different businesses in West Palm Beach med spa test

Summary: Ultimate Elite Solutions tested five West Palm Beach med spa questions across four AI engines. Of the 28 businesses recorded, 17 appeared in only one engine's answers and two appeared across all four.

WEST PALM BEACH, Fla., November 9, 2026 — Ultimate Elite Solutions today published the results of a test comparing how four AI answer engines respond to questions about med spas in West Palm Beach, Florida. The company ran the same five questions on November 8 to examine whether people looking for a local provider would see the same businesses across platforms.

The study recorded 28 businesses across the five questions. Seventeen appeared in the answers of only one engine. Two businesses, Beverly Hills Wellness Center & Med Spa and Pure Skin Palm Beach, appeared at least once in each engine's answers. That overlap was measured across the full set of questions.

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When asked for the best med spa in West Palm Beach, the four engines had no business name in common. Only two of the five questions produced a business name shared by all four engines. In both cases, the shared name was Beverly Hills Wellness Center & Med Spa. Those questions asked for the most trusted and the best-reviewed med spa.

The test included Google AI Mode and ChatGPT, both used while signed out, as well as Grok and the web search tool used by Ultimate Elite Solutions. Each question specified the same city and service category. The prompts asked for the best med spa, emergency options, the most trusted provider, the best-reviewed provider, and whom to call. No business commissioned the test, and none of the businesses named was notified in advance.

The comparison shows how the choice of platform affected the names returned in this test. A person asking the same question on a different engine could encounter businesses absent from the first answer. For businesses measuring their visibility in AI answers, the findings illustrate why results from one platform should be reported separately from results across several platforms.

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The findings reflect one test on one day in one market. They describe the names recorded in the comparison and do not establish how consistently those businesses appear over time. The study did not verify the engines' claims about individual providers or assess their quality, safety, or suitability.

The full West Palm Beach med spa study includes the five questions, the names recorded for each engine, and the study's limitations.

About Ultimate Elite Solutions

Ultimate Elite Solutions LLC is based in West Palm Beach, Florida. The company provides business visibility and customer communication services and publishes research on how local businesses appear in AI-generated answers.