Firefly Clover Independent AI Search Benchmarking

Research Now in Development

Philadelphia Cosmetic Dentistry
AI Visibility Benchmark

The study will use repeated observations across multiple AI platforms and a predetermined panel of questions prospective patients may ask. Sample sizes, variation, methodology, and limitations will be reported clearly.

For Included Practices

Request Your Results

The benchmark will analyze a predefined sample of cosmetic dentistry practices across the Philadelphia region. If your practice is included, you may request a private summary showing how often it appeared, the types of questions in which it appeared, and how it compared with an anonymized regional benchmark.

No charge, and no obligation attached.

Email hello@fireflyclover.com with your practice name.

Individual practice results may be shared privately against an anonymized regional benchmark. Public findings will focus on aggregate results, distributions, anonymized percentiles, methodology, and limitations.