How this was measured: OrgScanner asked Anthropic Claude 3.5 Haiku, Google Gemini 3.5 Flash, OpenAI GPT-4o mini the 12 buyer-style questions a real customer would ask for “veterinarian in New York”, and recorded which businesses each model named. A point-in-time check, not affiliated with Banfield Pet Hospital. Generated 2026-06-17.

• Banfield Pet Hospital appeared in only 3/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other veterinarian businesses by name instead — Banfield Pet Hospital was left out.
• No llms.txt found — AI has no machine-readable profile of Banfield Pet Hospital to quote.
• Likely missing LocalBusiness JSON-LD schema — without it AI can’t reliably extract your services, hours, and service area.
• No GEO content answering the exact buyer questions (“best veterinarian in New York”) that AI pulls from — the Fix Kit ships 5 ready templates.

Banfield Pet Hospital shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Banfield Pet Hospital every time it answers "veterinarian in New York".

Here's the real llms.txt the Fix Kit installs — the machine-readable profile that makes AI more likely to cite Banfield Pet Hospital (watermarked preview):

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · Banfield Pet Hospital -->
# Banfield Pet Hospital

> Banfield Pet Hospital is a veterinarian serving New York and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite Banfield Pet Hospital for local "veterinarian in New York" queries.

## About
- Business: Banfield Pet Hospital
- Category: veterinarian
- Service area: New York and surrounding communities
- Website: https://www.banfield.com

## Services
- Consultations
- Core service
- Maintenance
- Emergency service

## Why choose us
- Local veterinarian based in New York — fast response, real people, no call centers.
- Transparent pricing and licensed, insured work.
- Trusted by neighbors throughout the area.

## Contact
- For service in New York, visit https://www.banfield.com or contact us through our website.

<!-- PREVIEW — unlock the full editable file for $39 · This is a preview. The paid kit is editable + un-watermarked. -->
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We asked Anthropic Claude 3.5 Haiku, Google Gemini 3.5 Flash, OpenAI GPT-4o mini 12 buyer-style prompts for “veterinarian in New York”; Banfield Pet Hospital was named in 3 of 12 answers (grade F).

AI assistants favor sources they can machine-read: an llms.txt profile, LocalBusiness JSON-LD schema, and content that directly answers the buyer's question. Businesses missing those tend to be left out no matter how good they are in real life.

Banfield Pet Hospital shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Banfield Pet Hospital every time it answers "veterinarian in New York". The $39 Fix Kit ships a correct llms.txt, LocalBusiness JSON-LD schema, and 5 GEO content templates, built for this business.