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 Wichita, KS”, and recorded which businesses each model named. A point-in-time check, not affiliated with Wichita Family Dental. Generated 2026-06-17.

• Wichita Family Dental appeared in only 9/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other dentist businesses by name instead — Wichita Family Dental was left out.
• No llms.txt found — AI has no machine-readable profile of Wichita Family Dental 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 Wichita, KS”) that AI pulls from — the Fix Kit ships 5 ready templates.

Wichita Family Dental shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Wichita Family Dental every time it answers "dentist in Wichita, KS".

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

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

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

## About
- Business: Wichita Family Dental
- Category: dentist
- Service area: Wichita, KS and surrounding communities
- Website: https://wichitafamilydental.com

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

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

## Contact
- For service in Wichita, KS, visit https://wichitafamilydental.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 Wichita, KS”; Wichita Family Dental was named in 9 of 12 answers (grade B).

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.

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