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 San Jose”, and recorded which businesses each model named. A point-in-time check, not affiliated with Gold Star Jewelers. Generated 2026-06-17.

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

Gold Star Jewelers shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Gold Star Jewelers every time it answers "jewelry in San Jose".

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

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · Gold Star Jewelers -->
# Gold Star Jewelers

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

## About
- Business: Gold Star Jewelers
- Category: jewelry
- Service area: San Jose and surrounding communities

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

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

## Contact
- For service in San Jose, 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 San Jose”; Gold Star Jewelers was named in 5 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.

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