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How often do ChatGPT and Claude name real estate agents in Fort Lauderdale?
We asked “top real estate agent in Fort Lauderdale” 30 times across ChatGPT and Claude and checked 15 local real estate agents with their own websites.
22/100average AI Recommendation Score
0 of 15real estate agents named at least once
93%have no business details for machines (structured data) on their home page
87%show no opening hours on their home page
7%block at least one AI crawler
Named most often
- 1Larry Mastropieri30 of 30 answers
- 2Lourdes Maestres (Compass Florida)13 of 30 answers
- 3Sandra Rathe11 of 30 answers
- 4Desare Kohn-Laski11 of 30 answers
- 5Brian Scharick11 of 30 answers
What the named ones have in common
- 7% of the real estate agents we checked don't name Fort Lauderdale on their home page, which makes it harder for an assistant to connect them to local questions.
- Your free AI score checks each of these for your business, with the evidence.
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Tested 2026-10-27 on ChatGPT (OpenAI API) and Claude (Anthropic API). 15 businesses, 30 recorded answers. Answers change from run to run; these counts describe this test only, not a ranking. Businesses are named only when the assistants named them; we never single out a business for doing badly. How we test. See something wrong? Tell us and we’ll check it and correct the page.