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 “dentist in Austin”, and recorded which businesses each model named. A point-in-time check, not affiliated with Dental Smiles Family and Cosmetic. Generated 2026-06-17.

• Dental Smiles Family and Cosmetic appeared in only 2/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other dentist businesses by name instead — Dental Smiles Family and Cosmetic was left out.
• No llms.txt found — AI has no machine-readable profile of Dental Smiles Family and Cosmetic 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 dentist in Austin”) that AI pulls from — the Fix Kit ships 5 ready templates.

Dental Smiles Family and Cosmetic shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Dental Smiles Family and Cosmetic every time it answers "dentist in Austin".

Here's the real llms.txt the Fix Kit installs — the machine-readable profile that makes AI more likely to cite Dental Smiles Family and Cosmetic (watermarked preview):

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · Dental Smiles Family and Cosmetic -->
# Dental Smiles Family and Cosmetic

> Dental Smiles Family and Cosmetic is a dentist serving Austin and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite Dental Smiles Family and Cosmetic for local "dentist in Austin" queries.

## About
- Business: Dental Smiles Family and Cosmetic
- Category: dentist
- Service area: Austin and surrounding communities
- Website: https://mydentalsmiles.com

## Services
- Cleanings & checkups
- Fillings
- Crowns
- Teeth whitening

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

## Contact
- For service in Austin, visit https://mydentalsmiles.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 “dentist in Austin”; Dental Smiles Family and Cosmetic was named in 2 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.

Dental Smiles Family and Cosmetic shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Dental Smiles Family and Cosmetic every time it answers "dentist in Austin". The $39 Fix Kit ships a correct llms.txt, LocalBusiness JSON-LD schema, and 5 GEO content templates, built for this business.