AI Visibility Research
72% of veterinary practices are invisible to AI. Pet health is YMYL content — AI is cautious and defaults to RCVS-listed practices and pet health platforms. Vets without professional registration in schema and clear service pricing get overlooked.
Check your business67%
Invisible to ChatGPT
veterinary practices in New York
2,260
Vets in New York
33%
AI-visible
Can be found by AI assistants
2-4 weeks
Time to fix
With structured data + directories
The test
When asked "Can you recommend a vets in New York?", ChatGPT typically responds: "I can suggest some options for finding a vets in New York. You might want to check Google Business Profile, which has verified reviews, or Google Maps for nearby options. Look for businesses with 4.5+ stars and at least 50 reviews. In New York, it's also worth checking Angi and the Better Business Bureau for verified service providers."
Each AI system uses different data sources and citation patterns for New York.
Source: Bing index
ChatGPT recommends RCVS directories and pet health platforms for vet queries. Only 28% cite individual practices — those with RCVS accreditation visible in structured data and clear emergency information.
Source: Live web crawl
Perplexity cites individual vet practices 39% of the time, often pulling from Google Maps reviews and RCVS listings. Practices with 40+ Google reviews and complete profiles get cited most.
Source: Google index + Maps
Google AI Overviews for vet queries pull from GBP data and RCVS. Practices with 50+ reviews, complete service listings, and emergency hours clearly stated dominate AI summaries.
New York has one of the highest concentrations of veterinary practices globally. With 67% invisible to AI, the competition is fierce — but businesses that invest in structured data and directory presence stand out more dramatically because AI has so many options to filter through. The 33% that are visible have typically invested in professional SEO.
In New York, the challenge is differentiation. Thousands of veterinary practices compete for AI attention. Generic "we serve New York" content gets buried. You need neighbourhood-level targeting, specialist positioning, and volume reviews to stand out. AI in New York can distinguish between New York Metro Area sub-areas — use this to your advantage.
Google Business Profile is the #1 AI citation source for veterinary practices in New York
For vets in New York, the highest-impact fix is registering on Google Business Profile with a complete profile and actively collecting reviews there. ChatGPT excels in NYC because Yelp (Bing's primary directory source) has the deepest NYC coverage of any city worldwide. Combine this with a complete Google Business Profile (photos, hours, services, Q&A) and you've covered the two main AI citation pathways for New York.
Vets businesses face specific challenges that prevent AI assistants from finding and recommending them.
Veterinary websites often focus on cute animal photos rather than structured service information. AI needs to know what you treat, your prices, and your emergency hours — not just that you love animals.
Pet health is YMYL — AI requires professional verification before recommending a vet. RCVS registration numbers and qualifications buried in body text aren't machine-readable.
Emergency vet services are the highest-intent query, but few practices clearly state out-of-hours availability and emergency fees in structured data.
Pet insurance information (which plans are accepted, direct claims capability) is rarely structured, so AI cannot match 'vet that takes PetPlan near me' queries.
What the visible businesses do differently
RCVS Practice Standards Scheme accreditation visible and in schema — the #1 trust signal for veterinary AI citations • Clear pricing for consultations, vaccinations, neutering, dental, and emergency callouts published on the website • Emergency/out-of-hours information clearly stated with hours and fees — marked in schema • Individual vet profiles with MRCVS qualifications, specialisms (exotics, orthopaedics, dentistry), and years of experience
Schema types that matter: VeterinaryCare, MedicalClinic, LocalBusiness, FAQPage, Person
Consultation fees, vaccination packages, neutering costs, dental cleaning, and emergency callout charges. AI answers 'how much does a vet consultation cost?' only from sites with visible pricing. Even price ranges help.
Include RCVS Practice Standards accreditation, practice number, individual vet MRCVS numbers, and services offered. This is how AI verifies you're a legitimate, regulated practice.
The RCVS directory is the authoritative source AI trusts. VetUK and Vets4Pets directories also carry citation weight. Ensure your listing is complete and current.
Separate pages for vaccinations, neutering, dental care, senior pet health, exotic animals, and emergency services. Each with what's included, pricing, and what to expect.
Create a dedicated emergency page with hours, phone number, and fees. Add MedicalClinic schema with emergency availability. This is the highest-intent vet query and most vets handle it poorly online.
Only about 33% of veterinary practices in New York are visible to ChatGPT. The rest are invisible because they lack the structured data, directory presence, and content that AI assistants need to make recommendations. Our research shows that ChatGPT relies on Bing's index for 87% of its citations.
Most veterinary practices can achieve basic AI visibility within 2-4 weeks by adding structured data, claiming key directories, and submitting to Bing Webmaster Tools. Full optimisation (including review building and content creation) typically takes 2-3 months to show results.
Not directly. ChatGPT uses Bing's index, not Google's. However, the factors that help you rank on Google (structured data, quality content, reviews) also help on Bing. Our data shows that 87% of ChatGPT citations match Bing's top 10 results, while only 56% match Google's top 10.
For veterinary practices in New York, ChatGPT currently performs best. ChatGPT excels in NYC because Yelp (Bing's primary directory source) has the deepest NYC coverage of any city worldwide.
veterinary practices should use VeterinaryCare, MedicalClinic, LocalBusiness, FAQPage, Person schema types. The most impactful is adding your business details (name, address, phone, hours, services) in structured data that AI can read programmatically.
Run a free Flatline audit to check your visibility score. We'll tell you if ChatGPT, Perplexity, and Google AI can find your business — and what to fix if they can't.
Free SEO audit in 15 seconds
Run free audit