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Understanding SEO & AEO for healthcare

Educational resources to help you understand how patients find healthcare providers online – and what you can do about it. Vendor-neutral, no sales pitch.

Halcy Research · Primary study

We checked whether AI names independent practices

See the full study

ChatGPT mentioned and cited 0 of 200 randomly-sampled independent practices.

We sampled 200 practices at random from the NPPES registry and ran ~4,950 patient-realistic prompts through GPT-5.5. It named none of them.

Practices
200
Prompts
~4,950
Specialties
18
Metros
20
Model
GPT-5.5
Run
May 2026

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