5 AI Search Mistakes That Keep Practices Invisible

We've analyzed over 19,000 AI responses across 41 cities. The practices that AI ignores almost always make the same mistakes. Here are the five most common — and how to fix each one.

Mistake 1: Putting all services on one page

This is the most common problem we see. A practice has a single "Services" page that lists everything they do in one long scroll. Chiropractic adjustments, sports injuries, prenatal care, auto accident rehab — all on one page.

AI can't extract a clear signal from a page that covers 10 different topics. When someone asks about sciatica treatment, AI needs to find a page that's clearly and specifically about sciatica. If your sciatica information is buried in paragraph 7 of a general services page, AI will recommend the competitor who has a dedicated sciatica page.

The fix: Create a dedicated page for each major service or condition you treat. One topic per page. Clear title, focused content, organized sections.

Mistake 2: Decorative headings instead of descriptive ones

Many practice websites use headings like "Our Approach" or "What We Believe" or "Welcome." These look nice, but they tell AI nothing about what the page covers.

AI uses your heading hierarchy to understand your content. A heading that says "How We Treat Lower Back Pain" tells AI exactly what that section is about. A heading that says "Our Philosophy" does not.

The fix: Rewrite your headings to be descriptive. Each heading should tell a reader (or AI) exactly what the following section covers. Use the words your patients use when they search.

Mistake 3: Relying on domain authority

Many practices invest heavily in link building to increase their domain authority. This makes sense for Google rankings, but our research shows it has virtually no effect on AI recommendations.

The correlation between domain authority and AI citations was effectively zero across both our chiropractic and physical therapy studies. Practices with high domain authority scores were no more likely to be recommended than practices with low ones.

The fix: Don't stop your SEO efforts, but don't expect them to help with AI search. Invest separately in the things AI actually cares about: website structure, content depth, and dedicated service pages.

Mistake 4: No structured data

Structured data is invisible code that helps AI understand what your business is and what you do. Only 1.6% of practices in our chiropractic study had FAQ schema — the structured data that helps AI read your frequently asked questions.

Without structured data, AI has to guess what your business is, where you're located, and what services you offer. With it, AI has clear, machine-readable information to work with.

The fix: Add LocalBusiness schema with your practice information, FAQPage schema for your FAQ sections, and MedicalBusiness schema for your services. Your web developer can implement these in an afternoon.

Mistake 5: Inconsistent information across the web

Your website says one thing, your Google Business Profile says another, and your Yelp listing says something else. Different hours, different services listed, maybe even a different address format.

AI cross-references information from multiple sources to build confidence in its recommendations. When it finds conflicting information, it loses confidence and may recommend a competitor instead.

The fix: Audit every directory and platform where your practice appears. Make sure your name, address, phone number, services, and hours are identical everywhere. This is tedious but important.

The common thread

All five mistakes share a root cause: these practices are optimized for humans browsing a website, not for AI extracting information. The fix in every case is the same — make your information clear, structured, specific, and consistent.

Less than 2% of practices have addressed these issues. The first ones to fix them in each market will have a significant head start.