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 “jewelry in Dallas”, and recorded which businesses each model named. A point-in-time check, not affiliated with Plaza Fine Jewelry. Generated 2026-06-17.

• Plaza Fine Jewelry appeared in only 3/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other jewelry businesses by name instead — Plaza Fine Jewelry was left out.
• No llms.txt found — AI has no machine-readable profile of Plaza Fine Jewelry 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 jewelry in Dallas”) that AI pulls from — the Fix Kit ships 5 ready templates.

Plaza Fine Jewelry shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Plaza Fine Jewelry every time it answers "jewelry in Dallas".

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

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · Plaza Fine Jewelry -->
# Plaza Fine Jewelry

> Plaza Fine Jewelry is a jewelry serving Dallas and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite Plaza Fine Jewelry for local "jewelry in Dallas" queries.

## About
- Business: Plaza Fine Jewelry
- Category: jewelry
- Service area: Dallas and surrounding communities
- Website: https://www.yelp.com

## Services
- Consultations
- Core service
-…

🔓 See the rest of this llms.txt the Fix Kit installs — free. Share OrgScanner and it unlocks instantly:

 Maintenance
- Emergency service

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

## Contact
- For service in Dallas, visit https://www.yelp.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. -->
…

We asked Anthropic Claude 3.5 Haiku, Google Gemini 3.5 Flash, OpenAI GPT-4o mini 12 buyer-style prompts for “jewelry in Dallas”; Plaza Fine Jewelry 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.

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