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 “cafe in Salt Lake City”, and recorded which businesses each model named. A point-in-time check, not affiliated with The Rose Establishment. Generated 2026-06-17.

• The Rose Establishment appeared in only 8/12 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other cafe businesses by name instead — The Rose Establishment was left out.
• No llms.txt found — AI has no machine-readable profile of The Rose Establishment 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 cafe in Salt Lake City”) that AI pulls from — the Fix Kit ships 5 ready templates.

The Rose Establishment shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces The Rose Establishment every time it answers "cafe in Salt Lake City".

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

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · The Rose Establishment -->
# The Rose Establishment

> The Rose Establishment is a cafe serving Salt Lake City and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite The Rose Establishment for local "cafe in Salt Lake City" queries.

## About
- Business: The Rose Establishment
- Category: cafe
- Service area: Salt Lake City and surrounding communities
- Website: https://www.theroseestb.com

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

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

## Contact
- For service in Salt Lake City, visit https://www.theroseestb.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 “cafe in Salt Lake City”; The Rose Establishment was named in 8 of 12 answers (grade C).

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.

The Rose Establishment shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces The Rose Establishment every time it answers "cafe in Salt Lake City". The $39 Fix Kit ships a correct llms.txt, LocalBusiness JSON-LD schema, and 5 GEO content templates, built for this business.