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 “real estate agent in Cincinnati”, and recorded which businesses each model named. A point-in-time check, not affiliated with Mornington Real Estate. Generated 2026-06-17.

• Mornington Real Estate appeared in only 3/12 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 — Mornington Real Estate was left out.
• No llms.txt found — AI has no machine-readable profile of Mornington 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 Cincinnati”) that AI pulls from — the Fix Kit ships 5 ready templates.

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

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

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

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

## About
- Business: Mornington Real Estate
- Category: real estate agent
- Service area: Cincinnati and surrounding communities
- Website: https://www.mornre.com

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

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

## Contact
- For service in Cincinnati, visit https://www.mornre.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 “real estate agent in Cincinnati”; Mornington Real Estate 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.

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