97.8% of Florida Eye Doctors Are Invisible on Four Out of Five AI Platforms

Every week, more patients are skipping Google and asking ChatGPT, Perplexity, or Gemini for a doctor recommendation. Not searching. Asking. And the AI answers with specific names, specific practices, specific locations.

We wanted to know what those answers look like for eye care. So we ran 627 queries across five AI platforms, ten Florida cities, and five specialties: general eye doctor, optometrist, ophthalmologist, LASIK surgeon, and pediatric eye doctor. The results tell a story that every practice owner should understand before their competitors do.

AI recommends eye doctors. That's not the surprise.

AI platforms named a specific local eye care practice 70% of the time. Not a directory link. Not a generic "here's how to find one." A name. An address. A recommendation. When a patient in Miami asks ChatGPT "who's a good eye doctor near me," seven out of ten times they get a direct answer.

The question is whether your practice is one of them.

The fragmentation problem

We identified 1,587 unique eye care practices across all five platforms. Of those, 97.8% appeared on only one platform. Not two. Not three. One.

Each AI platform is working from a completely different picture of which practices exist. A patient asking ChatGPT and a patient asking Gemini for the same eye doctor in the same city will get completely different names.

Google's AI is barely showing up

The most surprising finding wasn't about ChatGPT or Perplexity. It was about Google.

Google's AI Overviews, the AI-generated answers that appear at the top of search results, triggered on only 4% of eye care queries. For comparison, dental triggers at 45%. Home services at 59%. Google's AI is essentially blind to eye care.

For pediatric eye doctors specifically, the trigger rate was 0%. Across all ten Florida cities, Google's AI never once generated a recommendation for a pediatric eye doctor. Most practices are still optimizing for Google. But the AI channel that's actually recommending eye doctors to patients isn't Google. It's ChatGPT, Gemini, and Perplexity.

The platforms don't talk to each other

We measured how often two platforms recommend the same practice for the same query. ChatGPT and Gemini, the two largest platforms, agreed on exactly zero recommendations. Zero. Six out of ten platform pairs had 0% agreement, meaning they never recommended the same practice for the same query.

What this means in practice: being visible on one platform gives you almost no visibility on the others. Each one requires its own strategy.

Franchises are invisible

LensCrafters. Pearle Vision. VisionWorks. My EyeLab. You'd expect national chains to dominate AI recommendations the way they dominate strip malls. They don't.

Franchise mentions accounted for 1.3% of all AI recommendations. Independent practices own 98.7% of the AI results. AI platforms appear to distinguish between retail optical chains and medical eye care practices. When a patient asks for an "eye doctor," the AI recommends doctors, not stores. Independent practices have a structural advantage in AI search that they don't have in traditional search.

Where AI gets its information

We tracked every source citation across all 627 queries. Two platforms dominate.

Healthgrades and Zocdoc account for 59% of all source citations. For eye care practices, these two platforms are the primary gateway to AI visibility. Your profiles on these platforms may matter more than your website.

City performance across Florida

AI response rates ranged from 82.7% in Miami down to 61.7% in Sarasota, a 21-point gap. Larger metros with more established digital footprints consistently generated higher AI visibility.

What this means for your practice

The patient acquisition channel is shifting. Not someday. Now. And eye care has a specific set of conditions that make this shift different from other healthcare verticals.

The fragmentation is extreme, which means the barrier to standing out is low. Zero practices have figured out multi-platform visibility. The franchise competition that exists in other verticals doesn't exist here. And Google, the platform most practices have spent years optimizing for, is the one performing worst.

We're not seeing a crisis. We're seeing a window. The first eye care practices that build visibility across ChatGPT, Gemini, and Perplexity will be reaching patients through a channel that 97.8% of their competitors don't even know exists.

The question isn't whether AI will recommend eye doctors. It already does, 1,587 of them across Florida alone. The question is whether it's recommending yours.

Want to know where your practice stands?

Our 21-checkpoint diagnostic tests your practice across all five AI platforms and tells you exactly where you're visible, where you're missing, and what your competitors look like in comparison. Specifically, we check:

Platform coverage: Which of the five AI tools mention your practice by name, and which ones have no idea you exist. Competitor benchmarking: How your AI visibility compares to the top practices in your city and specialty. Source audit: Whether your profiles on Healthgrades, Zocdoc, and other citation sources are set up to feed AI recommendations.

Takes 10 minutes to review on a call.