How this was measured: an independent simulation — 6 buyer-style questions for “real estate agent in Columbus” run through open AI models — estimating how AI assistants tend to answer. An automated estimate, not a live query to any named assistant; not affiliated with Cutler Real Estate. Generated 2026-06-16.

• Cutler Real Estate appeared in only 5/6 AI answers — inconsistent, so a buyer who asks once often won’t see it.
• AI surfaced 4 other real estate agent businesses by name instead — Cutler Real Estate was left out.
• No llms.txt found — AI has no machine-readable profile of Cutler 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 Columbus”) that AI pulls from — the Fix Kit ships 5 ready templates.

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

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

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

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

## About
- Business: Cutler Real Estate
- Category: real estate agent
- Service area: Columbus and surrounding communities
- Website: https://www.cutlerhomes.com

#…

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

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

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

## Contact
- For service in Columbus, visit https://www.cutlerhomes.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. -->
…

In an independent simulation through open AI models, we ran 6 buyer-style prompts for “real estate agent in Columbus”; Cutler Real Estate was named in 5 of 6 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.

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