How do patients ask AI about eye care?
Three families. Insurance: eye doctor that takes VSP near me, optometrist in-network for EyeMed — the single highest-converting query class in the vertical and the least-answered content on most practice sites. Price: how much is an eye exam without insurance, cost of contacts fitting, are cheap online glasses worth it. Need: pediatric eye exams, dry eye specialist, same-day glasses, diabetic eye exams. The retail chain versus independent tension shapes everything: chains own price-and-speed queries by default; independents win insurance, specialty and trust queries — if they publish the content. With roughly 68 percent of searches ending zero-click (Ahrefs, February 2026), the insurance answer alone decides a large share of new-patient flow.
Google Business Profile, reviews and NAP consistency
GBP category: Optometrist, with Optical or Contact Lenses Supplier secondary where real. Attributes: accepts new patients, insurance information where the platform allows. The Q&A feature is underused gold in this vertical — seed and answer the insurance, walk-in and exam-cost questions yourself before someone else answers them wrong. Review texture: encourage specifics (thorough exam, caught something my last doctor missed, huge frame selection, no pressure to buy). The no-pressure phrase is disproportionately valuable because retail-chain suspicion drives many independent-seeking queries. Answer every review; never confirm someone is a patient. NAP: practices co-located with retail opticals must keep entities cleanly separated — different names, phones and categories, not a blurred hybrid.
Local schema: LocalBusiness, Service and FAQ
Use Optician or MedicalBusiness markup as fits your practice, with openingHoursSpecification, areaServed and sameAs. Mark services individually: comprehensive exam, contact lens fitting, pediatric exams, dry eye treatment, diabetic screening, same-day glasses — each with price or price range. FAQPage on the real questions: which insurance plans do you take, how much is an exam without insurance, how long does an exam take, can I get glasses the same day, do I need a referral. Publish the accepted-insurance list as a quotable text block on the site and mirror it in GBP attributes — this one block wins the vertical’s best queries.
Service pages and the retail-chain fight
Per-service pages: eye exams (what a thorough exam includes — a quiet differentiator against speed retail), contact lens fitting, pediatric care, dry eye, eyewear (brands carried, same-day capability, warranty and adjustment policy). Price transparency on exam fees and lens packages is quotable and converts; hiding prices cedes the corpus to chains and aggregators. If you draw from surrounding suburbs, a few genuine local pages suffice — eye care is destination-tolerant, so depth beats geographic coverage.
The four-dimension measurement loop
Monthly fixed question set: four insurance queries, three price queries, three need queries for your specialties. Score Visibility, Citation Rate, Semantic Coverage and Brand Perception (0-100) with screenshots archived. The classic finding: strong Visibility from directory data, zero Citation Rate because insurance and pricing live nowhere as text. Protocol: the measurement standard.
Pitfalls
- Unpublished insurance lists. The costliest silence in the vertical.
- Entity blur with retail optical. Merged or inconsistent entities confuse every engine.
- Medical claims creep. Dry-eye and myopia-control content must stay evidence-shaped; outcome promises get hedged out.
First-month checklist
- Insurance list published as text and mirrored in GBP.
- Exam and fitting fees published with honest ranges.
- Optician + Service + FAQ schema live.
- GBP Q&A seeded with the ten real questions.
- Review cadence encouraging thoroughness texture.