How this was measured: OrgScanner asked Anthropic Claude 3.5 Haiku, Google Gemini 3.5 Flash, OpenAI GPT-4o mini the 11 buyer-style questions a real customer would ask for “real estate agent in Seattle”, and recorded which businesses each model named. A point-in-time check, not affiliated with Russell Jones Real Estate. Generated 2026-06-17.

• Russell Jones Real Estate appeared in only 8/11 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 5 other real estate agent businesses by name instead — Russell Jones Real Estate was left out.
• No llms.txt found — AI has no machine-readable profile of Russell Jones Real Estate 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 real estate agent in Seattle”) that AI pulls from — the Fix Kit ships 5 ready templates.

Russell Jones Real Estate shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Russell Jones Real Estate every time it answers "real estate agent in Seattle".

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

PREVIEW · $39 UNLOCKS THE FULL EDITABLE KIT<!-- PREVIEW — unlock the full editable file for $39 · Russell Jones Real Estate -->
# Russell Jones Real Estate

> Russell Jones Real Estate is a real estate agent serving Seattle and the surrounding area. This file gives AI assistants (ChatGPT, Gemini, Perplexity, Claude) an accurate, machine-readable summary so they cite Russell Jones Real Estate for local "real estate agent in Seattle" queries.

## About
- Business: Russell Jones Real Estate
- Category: real estate agent
- Service area: Seattle and surrounding communities
- Website: https://russelljonesrealestate.com

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

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

## Contact
- For service in Seattle, visit https://russelljonesrealestate.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 11 buyer-style prompts for “real estate agent in Seattle”; Russell Jones Real Estate was named in 8 of 11 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.

Russell Jones Real Estate shows up inconsistently — a correct llms.txt + JSON-LD locks in citation so AI surfaces Russell Jones Real Estate every time it answers "real estate agent in Seattle". The $39 Fix Kit ships a correct llms.txt, LocalBusiness JSON-LD schema, and 5 GEO content templates, built for this business.